diff --git a/.editorconfig b/.editorconfig new file mode 100644 index 0000000..cea7e16 --- /dev/null +++ b/.editorconfig @@ -0,0 +1,273 @@ +root = true + +[*] +charset = utf-8 +end_of_line = lf +insert_final_newline = true +max_line_length = 160 +trim_trailing_whitespace = true +ij_formatter_off_tag = @formatter:off +ij_formatter_on_tag = @formatter:on +ij_formatter_tags_enabled = false +ij_smart_tabs = false +ij_wrap_on_typing = false + +[*.yml] +indent_size = 2 +indent_style = space + +[*.{md,gradle}] +indent_size = 4 +indent_style = space + +[*.java] +indent_size = 4 +indent_style = space +tab_width = 4 +ij_continuation_indent_size = 4 +ij_java_align_consecutive_assignments = false +ij_java_align_consecutive_variable_declarations = false +ij_java_align_group_field_declarations = true +ij_java_align_multiline_annotation_parameters = false +ij_java_align_multiline_array_initializer_expression = true +ij_java_align_multiline_assignment = false +ij_java_align_multiline_binary_operation = false +ij_java_align_multiline_chained_methods = false +ij_java_align_multiline_extends_list = false +ij_java_align_multiline_for = true +ij_java_align_multiline_method_parentheses = false +ij_java_align_multiline_parameters = false +ij_java_align_multiline_parameters_in_calls = false +ij_java_align_multiline_parenthesized_expression = false +ij_java_align_multiline_records = true +ij_java_align_multiline_resources = true +ij_java_align_multiline_ternary_operation = false +ij_java_align_multiline_text_blocks = false +ij_java_align_multiline_throws_list = false +ij_java_align_subsequent_simple_methods = false +ij_java_align_throws_keyword = false +ij_java_annotation_parameter_wrap = off +ij_java_array_initializer_new_line_after_left_brace = false +ij_java_array_initializer_right_brace_on_new_line = false +ij_java_array_initializer_wrap = normal +ij_java_assert_statement_colon_on_next_line = false +ij_java_assert_statement_wrap = off +ij_java_assignment_wrap = off +ij_java_binary_operation_sign_on_next_line = true +ij_java_binary_operation_wrap = normal +ij_java_blank_lines_after_anonymous_class_header = 1 +ij_java_blank_lines_after_class_header = 1 +ij_java_blank_lines_after_imports = 2 +ij_java_blank_lines_after_package = 1 +ij_java_blank_lines_around_class = 2 +ij_java_blank_lines_around_field = 0 +ij_java_blank_lines_around_field_in_interface = 0 +ij_java_blank_lines_around_initializer = 1 +ij_java_blank_lines_around_method = 1 +ij_java_blank_lines_around_method_in_interface = 1 +ij_java_blank_lines_before_class_end = 0 +ij_java_blank_lines_before_imports = 1 +ij_java_blank_lines_before_method_body = 0 +ij_java_blank_lines_before_package = 0 +ij_java_block_brace_style = end_of_line +ij_java_block_comment_at_first_column = true +ij_java_call_parameters_new_line_after_left_paren = false +ij_java_call_parameters_right_paren_on_new_line = false +ij_java_call_parameters_wrap = normal +ij_java_case_statement_on_separate_line = true +ij_java_catch_on_new_line = false +ij_java_class_annotation_wrap = split_into_lines +ij_java_class_brace_style = end_of_line +ij_java_class_count_to_use_import_on_demand = 99 +ij_java_class_names_in_javadoc = 1 +ij_java_do_not_indent_top_level_class_members = false +ij_java_do_not_wrap_after_single_annotation = false +ij_java_do_while_brace_force = never +ij_java_doc_add_blank_line_after_description = true +ij_java_doc_add_blank_line_after_param_comments = false +ij_java_doc_add_blank_line_after_return = false +ij_java_doc_add_p_tag_on_empty_lines = true +ij_java_doc_align_exception_comments = true +ij_java_doc_align_param_comments = true +ij_java_doc_do_not_wrap_if_one_line = false +ij_java_doc_enable_formatting = false +ij_java_doc_enable_leading_asterisks = true +ij_java_doc_indent_on_continuation = false +ij_java_doc_keep_empty_lines = true +ij_java_doc_keep_empty_parameter_tag = true +ij_java_doc_keep_empty_return_tag = true +ij_java_doc_keep_empty_throws_tag = true +ij_java_doc_keep_invalid_tags = true +ij_java_doc_param_description_on_new_line = false +ij_java_doc_preserve_line_breaks = false +ij_java_doc_use_throws_not_exception_tag = true +ij_java_else_on_new_line = false +ij_java_entity_dd_suffix = EJB +ij_java_entity_eb_suffix = Bean +ij_java_entity_hi_suffix = Home +ij_java_entity_lhi_prefix = Local +ij_java_entity_lhi_suffix = Home +ij_java_entity_li_prefix = Local +ij_java_entity_pk_class = java.lang.String +ij_java_entity_vo_suffix = VO +ij_java_enum_constants_wrap = off +ij_java_extends_keyword_wrap = normal +ij_java_extends_list_wrap = normal +ij_java_field_annotation_wrap = split_into_lines +ij_java_finally_on_new_line = true +ij_java_for_brace_force = never +ij_java_for_statement_new_line_after_left_paren = false +ij_java_for_statement_right_paren_on_new_line = false +ij_java_for_statement_wrap = off +ij_java_generate_final_locals = false +ij_java_generate_final_parameters = false +ij_java_if_brace_force = never +ij_java_imports_layout = $*,|,java.**,|,javax.**,|,org.**,|,com.**,|,* +ij_java_indent_case_from_switch = true +ij_java_insert_inner_class_imports = false +ij_java_insert_override_annotation = true +ij_java_keep_blank_lines_before_right_brace = 2 +ij_java_keep_blank_lines_between_package_declaration_and_header = 2 +ij_java_keep_blank_lines_in_code = 2 +ij_java_keep_blank_lines_in_declarations = 2 +ij_java_keep_control_statement_in_one_line = false +ij_java_keep_first_column_comment = false +ij_java_keep_indents_on_empty_lines = false +ij_java_keep_line_breaks = true +ij_java_keep_multiple_expressions_in_one_line = false +ij_java_keep_simple_blocks_in_one_line = true +ij_java_keep_simple_classes_in_one_line = false +ij_java_keep_simple_lambdas_in_one_line = false +ij_java_keep_simple_methods_in_one_line = false +ij_java_label_indent_absolute = false +ij_java_label_indent_size = 0 +ij_java_lambda_brace_style = end_of_line +ij_java_layout_static_imports_separately = true +ij_java_line_comment_add_space = false +ij_java_line_comment_at_first_column = true +ij_java_message_dd_suffix = EJB +ij_java_message_eb_suffix = Bean +ij_java_method_annotation_wrap = split_into_lines +ij_java_method_brace_style = end_of_line +ij_java_method_call_chain_wrap = normal +ij_java_method_parameters_new_line_after_left_paren = false +ij_java_method_parameters_right_paren_on_new_line = false +ij_java_method_parameters_wrap = normal +ij_java_modifier_list_wrap = false +ij_java_names_count_to_use_import_on_demand = 1 +ij_java_new_line_after_lparen_in_record_header = false +ij_java_packages_to_use_import_on_demand = java.awt.*,javax.swing.* +ij_java_parameter_annotation_wrap = off +ij_java_parentheses_expression_new_line_after_left_paren = false +ij_java_parentheses_expression_right_paren_on_new_line = false +ij_java_place_assignment_sign_on_next_line = false +ij_java_prefer_longer_names = true +ij_java_prefer_parameters_wrap = false +ij_java_record_components_wrap = normal +ij_java_repeat_synchronized = true +ij_java_replace_instanceof_and_cast = false +ij_java_replace_null_check = true +ij_java_replace_sum_lambda_with_method_ref = true +ij_java_resource_list_new_line_after_left_paren = false +ij_java_resource_list_right_paren_on_new_line = false +ij_java_resource_list_wrap = off +ij_java_rparen_on_new_line_in_record_header = false +ij_java_session_dd_suffix = EJB +ij_java_session_eb_suffix = Bean +ij_java_session_hi_suffix = Home +ij_java_session_lhi_prefix = Local +ij_java_session_lhi_suffix = Home +ij_java_session_li_prefix = Local +ij_java_session_si_suffix = Service +ij_java_space_after_closing_angle_bracket_in_type_argument = false +ij_java_space_after_colon = true +ij_java_space_after_comma = true +ij_java_space_after_comma_in_type_arguments = true +ij_java_space_after_for_semicolon = true +ij_java_space_after_quest = true +ij_java_space_after_type_cast = false +ij_java_space_before_annotation_array_initializer_left_brace = false +ij_java_space_before_annotation_parameter_list = false +ij_java_space_before_array_initializer_left_brace = true +ij_java_space_before_catch_keyword = true +ij_java_space_before_catch_left_brace = true +ij_java_space_before_catch_parentheses = true +ij_java_space_before_class_left_brace = true +ij_java_space_before_colon = true +ij_java_space_before_colon_in_foreach = true +ij_java_space_before_comma = false +ij_java_space_before_do_left_brace = true +ij_java_space_before_else_keyword = true +ij_java_space_before_else_left_brace = true +ij_java_space_before_finally_keyword = true +ij_java_space_before_finally_left_brace = true +ij_java_space_before_for_left_brace = true +ij_java_space_before_for_parentheses = true +ij_java_space_before_for_semicolon = false +ij_java_space_before_if_left_brace = true +ij_java_space_before_if_parentheses = true +ij_java_space_before_method_call_parentheses = false +ij_java_space_before_method_left_brace = true +ij_java_space_before_method_parentheses = false +ij_java_space_before_opening_angle_bracket_in_type_parameter = false +ij_java_space_before_quest = true +ij_java_space_before_switch_left_brace = true +ij_java_space_before_switch_parentheses = true +ij_java_space_before_synchronized_left_brace = true +ij_java_space_before_synchronized_parentheses = true +ij_java_space_before_try_left_brace = true +ij_java_space_before_try_parentheses = true +ij_java_space_before_type_parameter_list = false +ij_java_space_before_while_keyword = true +ij_java_space_before_while_left_brace = true +ij_java_space_before_while_parentheses = true +ij_java_space_inside_one_line_enum_braces = false +ij_java_space_within_empty_array_initializer_braces = false +ij_java_space_within_empty_method_call_parentheses = false +ij_java_space_within_empty_method_parentheses = false +ij_java_spaces_around_additive_operators = true +ij_java_spaces_around_assignment_operators = true +ij_java_spaces_around_bitwise_operators = true +ij_java_spaces_around_equality_operators = true +ij_java_spaces_around_lambda_arrow = true +ij_java_spaces_around_logical_operators = true +ij_java_spaces_around_method_ref_dbl_colon = false +ij_java_spaces_around_multiplicative_operators = true +ij_java_spaces_around_relational_operators = true +ij_java_spaces_around_shift_operators = true +ij_java_spaces_around_type_bounds_in_type_parameters = true +ij_java_spaces_around_unary_operator = false +ij_java_spaces_within_angle_brackets = false +ij_java_spaces_within_annotation_parentheses = false +ij_java_spaces_within_array_initializer_braces = false +ij_java_spaces_within_braces = false +ij_java_spaces_within_brackets = false +ij_java_spaces_within_cast_parentheses = false +ij_java_spaces_within_catch_parentheses = false +ij_java_spaces_within_for_parentheses = false +ij_java_spaces_within_if_parentheses = false +ij_java_spaces_within_method_call_parentheses = false +ij_java_spaces_within_method_parentheses = false +ij_java_spaces_within_parentheses = false +ij_java_spaces_within_switch_parentheses = false +ij_java_spaces_within_synchronized_parentheses = false +ij_java_spaces_within_try_parentheses = false +ij_java_spaces_within_while_parentheses = false +ij_java_special_else_if_treatment = true +ij_java_subclass_name_suffix = Impl +ij_java_ternary_operation_signs_on_next_line = false +ij_java_ternary_operation_wrap = on_every_item +ij_java_test_name_suffix = Test +ij_java_throws_keyword_wrap = normal +ij_java_throws_list_wrap = normal +ij_java_use_external_annotations = false +ij_java_use_fq_class_names = false +ij_java_use_relative_indents = false +ij_java_use_single_class_imports = true +ij_java_variable_annotation_wrap = off +ij_java_visibility = public +ij_java_while_brace_force = never +ij_java_while_on_new_line = false +ij_java_wrap_comments = false +ij_java_wrap_first_method_in_call_chain = false +ij_java_wrap_long_lines = false diff --git a/.github/workflows/gradle.yml b/.github/workflows/gradle.yml new file mode 100644 index 0000000..3c48f59 --- /dev/null +++ b/.github/workflows/gradle.yml @@ -0,0 +1,47 @@ +name: CI + +on: + push: + branches: [ main ] + pull_request: + branches: [ main ] + +jobs: + build: + runs-on: ubuntu-latest + strategy: + matrix: + java: [ '11', '17', '21', '23' ] + + steps: + - uses: actions/checkout@v2 + - name: Setup Java + uses: actions/setup-java@v1 + with: + java-version: ${{ matrix.java }} + - name: Build with Gradle + run: ./gradlew build + + validateGradleWrapper: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v2 + - uses: gradle/wrapper-validation-action@v1.0.4 + + publishCoverage: + runs-on: ubuntu-latest + + steps: + - uses: actions/checkout@v2 + - name: Setup Java + uses: actions/setup-java@v1 + with: + java-version: 11 + - name: Build with Gradle + run: ./gradlew jacocoTestReport + - name: Upload coverage to Codecov + uses: codecov/codecov-action@v1 + with: + files: ./build/reports/jacoco/test/jacocoTestReport.xml + name: codecov diff --git a/.gitignore b/.gitignore index 3291295..d055963 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,5 @@ .* +!.github/ *.class *.o @@ -6,6 +7,11 @@ !.gitignore !.travis.yml +!.editorconfig build/ +out/ +classes/ data/ + +src/test/datasets/ diff --git a/.travis.yml b/.travis.yml deleted file mode 100644 index 13f352e..0000000 --- a/.travis.yml +++ /dev/null @@ -1,5 +0,0 @@ -language: java -jdk: - - oraclejdk8 - - oraclejdk7 - - openjdk6 diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..fb6f88b --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,11 @@ +## Contributing ## + +We are happy to receive pull-requests if you want to contribute new features or bugfixes to the project. +Please use the code style settings that you can find in the [code-style directory](code-style/). +If you use IntelliJ, please make sure it properly picks up the settings from the [EditorConfig file](.editorconfig) +(this should be the default behavior though). + +If you want to thank the author for this library or want to support the maintenance work, +we are happy to receive a donation. + +[![Donate](https://img.shields.io/badge/Donate-PayPal-green.svg)](https://www.paypal.me/BenediktWaldvogel) diff --git a/COPYRIGHT b/LICENSE similarity index 96% rename from COPYRIGHT rename to LICENSE index 94371bb..73dd579 100644 --- a/COPYRIGHT +++ b/LICENSE @@ -1,5 +1,5 @@ -Copyright (c) 2007-2014 The LIBLINEAR Project. +Copyright (c) 2007-2022 The LIBLINEAR Project. All rights reserved. Redistribution and use in source and binary forms, with or without diff --git a/README.md b/README.md index eddafc0..b564d18 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,8 @@ -[![Build Status](https://travis-ci.org/bwaldvogel/liblinear-java.png?branch=master)](https://travis-ci.org/bwaldvogel/liblinear-java) +[![CI](https://github.com/bwaldvogel/liblinear-java/workflows/CI/badge.svg)](https://github.com/bwaldvogel/liblinear-java/actions) +[![Maven Central](https://maven-badges.herokuapp.com/maven-central/de.bwaldvogel/liblinear/badge.svg)](http://maven-badges.herokuapp.com/maven-central/de.bwaldvogel/liblinear) +[![codecov](https://codecov.io/gh/bwaldvogel/liblinear-java/branch/main/graph/badge.svg?token=Scy4yJzBf7)](https://codecov.io/gh/bwaldvogel/liblinear-java) +[![BSD 3-Clause License](https://img.shields.io/github/license/bwaldvogel/liblinear-java.svg)](https://opensource.org/licenses/BSD-3-Clause) +[![Donate](https://img.shields.io/badge/Donate-PayPal-green.svg)](https://www.paypal.me/BenediktWaldvogel) This is the Java version of LIBLINEAR. @@ -11,6 +15,20 @@ The upstream changelog can be found at The upstream GitHub project can be found at https://github.com/cjlin1/liblinear +## Dependencies ## + +The only requirement is Java 11 or later. + +## Usage ## + +```xml + + de.bwaldvogel + liblinear + 2.44 + +``` + Please be aware that the code would be written differently at various places, i.e. - Java coding style, @@ -30,7 +48,7 @@ for the following reasons: new bugs that are caused by porting to Java. - **Code Reviews**: - It should be more easy to conduct code reviews since the sources can be compared to the original version. + It should be easier to conduct code reviews since the sources can be compared to the original version. Below follows a slightly modified version of the original README file. @@ -43,13 +61,23 @@ The three most important methods for programmatic usage that you might be intere - `Linear.predict(…)` - `Linear.predictProbability(…)` +## Contributing ## + +Please read the [contributing guidelines](CONTRIBUTING.md) if you want to contribute code to the project. + +If you want to thank the author for this library or want to support the maintenance work, +we are happy to receive a donation. + +[![Donate](https://img.shields.io/badge/Donate-PayPal-green.svg)](https://www.paypal.me/BenediktWaldvogel) + ------------------------------------------------------------------------------- LIBLINEAR is a simple package for solving large-scale regularized linear -classification and regression. It currently supports +classification, regression and outlier detection. It currently supports - L2-regularized logistic regression/L2-loss support vector classification/L1-loss support vector classification - L1-regularized L2-loss support vector classification/L1-regularized logistic regression -- L2-regularized L2-loss support vector regression/L1-loss support vector regression. +- L2-regularized L2-loss support vector regression/L1-loss support vector regression +- one-class support vector machine. This document explains the usage of LIBLINEAR. To get started, please read the **Quick Start** section first. @@ -134,31 +162,42 @@ sparse data, use `-l 0` to keep the sparsity. 11 -- L2-regularized L2-loss support vector regression (primal) 12 -- L2-regularized L2-loss support vector regression (dual) 13 -- L2-regularized L1-loss support vector regression (dual) + for outlier detection + 21 -- one-class support vector machine (dual) -c cost : set the parameter C (default 1) -p epsilon : set the epsilon in loss function of epsilon-SVR (default 0.1) + -n nu : set the parameter nu of one-class SVM (default 0.5) -e epsilon : set tolerance of termination criterion -s 0 and 2 |f'(w)|_2 <= eps*min(pos,neg)/l*|f'(w0)|_2, where f is the primal function and pos/neg are # of positive/negative data (default 0.01) -s 11 - |f'(w)|_2 <= eps*|f'(w0)|_2 (default 0.001) - -s 1, 3, 4 and 7 - Dual maximal violation <= eps; similar to libsvm (default 0.1) + |f'(w)|_2 <= eps*|f'(w0)|_2 (default 0.0001) + -s 1, 3, 4, 7, and 21 + Dual maximal violation <= eps; similar to libsvm (default 0.1 except 0.01 for -s 21) -s 5 and 6 |f'(w)|_1 <= eps*min(pos,neg)/l*|f'(w0)|_1, where f is the primal function (default 0.01) - -s 12 and 13\n" + -s 12 and 13 |f'(alpha)|_1 <= eps |f'(alpha0)|, where f is the dual function (default 0.1) -B bias : if bias >= 0, instance x becomes [x; bias]; if < 0, no bias term added (default -1) + -R : not regularize the bias; must with -B 1 to have the bias; DON'T use this unless you know what it is + (for -s 0, 2, 5, 6, 11) -wi weight: weights adjust the parameter C of different classes (see README for details) -v n: n-fold cross validation mode + -C : find parameters (C for -s 0, 2 and C, p for -s 11) -q : quiet mode (no outputs) Option -v randomly splits the data into n parts and calculates cross validation accuracy on them. +Option -C conducts cross validation under different parameters and finds +the best one. This option is supported only by -s 0, -s 2 (for finding +C) and -s 11 (for finding C, p). If the solver is not specified, -s 2 +is used. + Formulations: For L2-regularized logistic regression (-s 0), we solve @@ -213,7 +252,24 @@ where Q is a matrix with Q_ij = x_i^T x_j. -If `bias >= 0`, w becomes `[w; w_{n+1}]` and x becomes `[x; bias]`. +For one-class SVM dual (-s 21), we solve + + min_alpha 0.5(alpha^T Q alpha) + s.t. 0 <= alpha_i <= 1 and \sum alpha_i = nu*l, + +where + + Q is a matrix with Q_ij = x_i^T x_j. + +If `bias >= 0`, w becomes `[w; w_{n+1}]` and x becomes `[x; bias]`. For +example, L2-regularized logistic regression (-s 0) becomes + + min_w w^Tw/2 + (w_{n+1})^2/2 + C \sum log(1 + exp(-y_i [w; w_{n+1}]^T[x_i; bias])) + +Some may prefer not having `(w_{n+1})^2/2` (i.e., bias variable not +regularized). For primal solvers (-s 0, 2, 5, 6, 11), we provide an +option -R to remove `(w_{n+1})^2/2`. However, -R is generally not needed +as for most data with/without `(w_{n+1})^2/2` give similar performances. The primal-dual relationship implies that -s 1 and -s 2 give the same model, -s 0 and -s 7 give the same, and -s 11 and -s 12 give the same. @@ -262,12 +318,35 @@ Train linear SVM with L2-loss function. Train a logistic regression model. + > train -s 21 -n 0.1 data_file + +Train a linear one-class SVM which selects roughly 10% data as outliers. + > train -v 5 -e 0.001 data_file -Do five-fold cross-validation using L2-loss svm. +Do five-fold cross-validation using L2-loss SVM. Use a smaller stopping tolerance 0.001 than the default 0.1 if you want more accurate solutions. + > train -C data_file + +Conduct cross validation many times by L2-loss SVM +and find the parameter C which achieves the best cross +validation accuracy. + + > train -C -s 0 -v 3 -c 0.5 -e 0.0001 data_file + +For parameter selection by -C, users can specify other +solvers (currently -s 0, -s 2 and -s 11 are supported) and +different number of CV folds. Further, users can use +the -c option to specify the smallest C value of the +search range. This option is useful when users want to +rerun the parameter selection procedure from a specified +C under a different setting, such as a stricter stopping +tolerance -e 0.0001 in the above example. Similarly, for +-s 11, users can use the -p option to specify the +maximal p value of the search range. + > train -c 10 -w1 2 -w2 5 -w3 2 four_class_data_file Train four classifiers: @@ -289,6 +368,11 @@ Output probability estimates (for logistic regression only). Library Usage ============= +These functions and structures are declared in the header file `linear.h`. +You can see `train.c` and `predict.c` for examples showing how to use them. +We define LIBLINEAR_VERSION and declare `extern int liblinear_version;` +in linear.h, so you can check the version number. + - Function: `model* train(const struct problem *prob, const struct parameter *param);` @@ -344,15 +428,17 @@ Library Usage int solver_type; /* these are for training only */ - double eps; /* stopping criteria */ + double eps; /* stopping tolerance */ double C; + double nu; /* one-class SVM only */ int nr_weight; int *weight_label; double* weight; double p; + double *init_sol; }; - solver_type can be one of L2R_LR, L2R_L2LOSS_SVC_DUAL, L2R_L2LOSS_SVC, L2R_L1LOSS_SVC_DUAL, MCSVM_CS, L1R_L2LOSS_SVC, L1R_LR, L2R_LR_DUAL, L2R_L2LOSS_SVR, L2R_L2LOSS_SVR_DUAL, L2R_L1LOSS_SVR_DUAL. + solver_type can be one of L2R_LR, L2R_L2LOSS_SVC_DUAL, L2R_L2LOSS_SVC, L2R_L1LOSS_SVC_DUAL, MCSVM_CS, L1R_L2LOSS_SVC, L1R_LR, L2R_LR_DUAL, L2R_L2LOSS_SVR, L2R_L2LOSS_SVR_DUAL, L2R_L1LOSS_SVR_DUAL, ONECLASS_SVM. for classification - `L2R_LR` L2-regularized logistic regression (primal) - `L2R_L2LOSS_SVC_DUAL` L2-regularized L2-loss support vector classification (dual) @@ -366,9 +452,12 @@ Library Usage - `L2R_L2LOSS_SVR` L2-regularized L2-loss support vector regression (primal) - `L2R_L2LOSS_SVR_DUAL` L2-regularized L2-loss support vector regression (dual) - `L2R_L1LOSS_SVR_DUAL` L2-regularized L1-loss support vector regression (dual) + for outlier detection + - `ONECLASS_SVM` one-class support vector machine (dual) C is the cost of constraints violation. p is the sensitiveness of loss of support vector regression. + nu in ONECLASS_SVM approximates the fraction of data as outliers. eps is the stopping criterion. nr_weight, weight_label, and weight are used to change the penalty @@ -383,6 +472,10 @@ Library Usage If you do not want to change penalty for any of the classes, just set nr_weight to 0. + init_sol includes the initial weight vectors (supported for only some + solvers). See the explanation of the vector w in the model + structure. + *NOTE* To avoid wrong parameters, check_parameter() should be called before train(). @@ -396,6 +489,7 @@ Library Usage double *w; int *label; /* label of each class */ double bias; + double rho; /* one-class SVM only */ }; param describes the parameters used to obtain the model. @@ -403,7 +497,8 @@ Library Usage nr_class and nr_feature are the number of classes and features, respectively. nr_class = 2 for regression. - The nr_feature*nr_class array w gives feature weights. We use one + The array w gives feature weights; its size is + nr_feature*nr_class but is nr_feature if nr_class = 2. We use one against the rest for multi-class classification, so each feature index corresponds to nr_class weight values. Weights are organized in the following way @@ -415,11 +510,13 @@ Library Usage +------------------+------------------+------------+ ``` + The array label stores class labels. + If bias >= 0, x becomes [x; bias]. The number of features is increased by one, so w is a (nr_feature+1)*nr_class array. The value of bias is stored in the variable bias. - The array label stores class labels. + rho is the bias term used in one-class SVM only. - Function: `void cross_validation(const problem *prob, const parameter *param, int nr_fold, double *target);` @@ -431,6 +528,34 @@ Library Usage The format of prob is same as that for train(). +- Function: `void find_parameters(const struct problem *prob, + const struct parameter *param, int nr_fold, double start_C, + double start_p, double *best_C, double *best_p, double *best_score);` + + This function is similar to cross_validation. However, instead of + conducting cross validation under specified parameters. For -s 0, 2, it + conducts cross validation many times under parameters C = start_C, + 2*start_C, 4*start_C, 8*start_C, ..., and finds the best one with + the highest cross validation accuracy. For -s 11, it conducts cross + validation many times with a two-fold loop. The outer loop considers a + default sequence of p = 19/20*max_p, ..., 1/20*max_p, 0 and + under each p value the inner loop considers a sequence of parameters + C = start_C, 2*start_C, 4*start_C, ..., and finds the best one with the + lowest mean squared error. + + If start_C <= 0, then this procedure calculates a small enough C + for prob as the start_C. The procedure stops when the models of + all folds become stable or C reaches max_C. + + If start_p <= 0, then this procedure calculates a maximal p for prob as + the start_p. Otherwise, the procedure starts with the first + i/20*max_p <= start_p so the outer sequence is i/20*max_p, + (i-1)/20*max_p, ..., 0. + + The best C, the best p, and the corresponding accuracy (or MSE) are + assigned to *best_C, *best_p and *best_score, respectively. For + classification, *best_p is not used, and the returned value is -1. + - Function: `double predict(const model *model_, const feature_node *x);` For a classification model, the predicted class for x is returned. @@ -442,11 +567,11 @@ Library Usage This function gives nr_w decision values in the array dec_values. nr_w=1 if regression is applied or the number of classes is two. An exception is - multi-class svm by Crammer and Singer (-s 4), where nr_w = 2 if there are two classes. For all other situations, nr_w is the + multi-class SVM by Crammer and Singer (-s 4), where nr_w = 2 if there are two classes. For all other situations, nr_w is the number of classes. We implement one-vs-the rest multi-class strategy (-s 0,1,2,3,5,6,7) - and multi-class svm by Crammer and Singer (-s 4) for multi-class SVM. + and multi-class SVM by Crammer and Singer (-s 4) for multi-class SVM. The class with the highest decision value is returned. - Function: `double predict_probability(const struct model *model_, @@ -480,15 +605,21 @@ Library Usage starts from 1, while label_idx starts from 0. If feat_idx is not in the valid range (1 to nr_feature), then a zero value will be returned. For classification models, if label_idx is not in the valid range (0 to - nr_class-1), then a zero value will be returned; for regression models, - label_idx is ignored. + nr_class-1), then a zero value will be returned; for regression models + and one-class SVM models, label_idx is ignored. - Function: `double get_decfun_bias(const struct model *model_, int label_idx);` This function gives the bias term corresponding to the class with the label_idx. For classification models, if label_idx is not in a valid range (0 to nr_class-1), then a zero value will be returned; for regression - models, label_idx is ignored. + models, label_idx is ignored. This function cannot be called for a one-class + SVM model. + +- Function: `double get_decfun_rho(const struct model *model_);` + + This function gives rho, the bias term used in one-class SVM only. This + function can only be called for a one-class SVM model. - Function: `const char *check_parameter(const struct problem *prob, const struct parameter *param);` @@ -508,6 +639,11 @@ Library Usage This function returns 1 if the model is a regression model; otherwise it returns 0. +- Function: `int check_oneclass_model(const struct model *model);` + + This function returns 1 if the model is a one-class SVM model; otherwise + it returns 0. + - Function: `int save_model(const char *model_file_name, const struct model *model_);` diff --git a/build.gradle b/build.gradle index 5064835..6af5d77 100644 --- a/build.gradle +++ b/build.gradle @@ -1,95 +1,172 @@ -apply plugin: 'java' -apply plugin: 'eclipse' -apply plugin: 'nexus' -apply plugin: 'org.standardout.versioneye' +buildscript { + repositories { + mavenCentral() + } + dependencyLocking { + lockAllConfigurations() + } +} -version = '1.95' +plugins { + id 'java-library' + id 'maven-publish' + id 'signing' + id 'jacoco' + id 'de.undercouch.download' version 'latest.release' + id 'me.champeau.gradle.jmh' version 'latest.release' +} -sourceCompatibility = 1.6 +group = "de.bwaldvogel" +version = '2.44' -compileJava.options.encoding = 'UTF-8' +java { + sourceCompatibility = '11' + targetCompatibility = '11' +} -ext { - title = 'liblinear' - description = 'Java port of Liblinear' - url = 'https://www.github.com/bwaldvogel/liblinear' +tasks.withType(JavaCompile) { + options.encoding = 'UTF-8' + options.compilerArgs.addAll(['-Xlint:all', '-Werror']) } jar { manifest { - attributes 'Implementation-Title': title, 'Implementation-Version': version + attributes 'Implementation-Title': project.name, 'Implementation-Version': archiveVersion } } -// https://github.com/bmuschko/gradle-nexus-plugin -buildscript { - repositories { - jcenter() - } - - dependencies { - classpath 'org.gradle.api.plugins:gradle-nexus-plugin:0.7.1' - classpath 'org.standardout:gradle-versioneye-plugin:1.2.0' - } +task sourceJar(type: Jar) { + archiveClassifier = "sources" + from sourceSets.main.allJava } -ext { - powermockVersion = '1.6.4' +task javadocJar(type: Jar, dependsOn: javadoc) { + archiveClassifier = "javadoc" + from javadoc.destinationDir } -modifyPom { - project { - groupId 'de.bwaldvogel' - artifactId 'liblinear' - name title - description description - url url - inceptionYear '2008' +publishing { + publications { + mavenJava(MavenPublication) { + groupId = project.group + artifactId = project.name + version = project.version + pom { + name = project.name + description = 'Java port of Liblinear' + url = 'https://github.com/bwaldvogel/liblinear' + inceptionYear = '2008' + + licenses { + license { + name = 'The BSD License' + url = 'http://www.opensource.org/licenses/bsd-license.php' + distribution = 'repo' + } + } + developers { + developer { + id = 'bwaldvogel' + name = 'Benedikt Waldvogel' + email = 'mail@bwaldvogel.de' + } + } + scm { + url = 'git@github.com:bwaldvogel/liblinear.git' + connection = 'scm:git:git@github.com:bwaldvogel/liblinear.git' + developerConnection = 'scm:git:git@github.com:bwaldvogel/liblinear.git' + } + } + + from components.java - scm { - url 'git@github.com:bwaldvogel/liblinear.git' - connection 'scm:git:git@github.com:bwaldvogel/liblinear.git' - developerConnection 'scm:git:git@github.com:bwaldvogel/liblinear.git' - } + artifact sourceJar + artifact javadocJar - licenses { - license { - name 'The BSD License' - url 'http://www.opensource.org/licenses/bsd-license.php' - distribution 'repo' + versionMapping { + usage('java-api') { + fromResolutionOf('runtimeClasspath') + } + usage('java-runtime') { + fromResolutionResult() + } } } - - developers { - developer { - id 'bwaldvogel' - name 'Benedikt Waldvogel' - email 'mail@bwaldvogel.de' + } + repositories { + maven { + url = "https://oss.sonatype.org/service/local/staging/deploy/maven2" + credentials { + username = project.hasProperty('nexusUsername') ? project.property('nexusUsername') : System.getenv('NEXUS_USERNAME') + password = project.hasProperty('nexusPassword') ? project.property('nexusPassword') : System.getenv('NEXUS_PASSWORD') } } } } -nexus { - attachSources = true - attachTests = false - attachJavadoc = true - sign = true +signing { + useGpgCmd() + sign publishing.publications.mavenJava } repositories { mavenCentral() } -task wrapper(type: Wrapper) { - gradleVersion = '2.10' +jacocoTestReport { + reports { + html.required = true + xml.required = true + csv.required = false + } + dependsOn test +} + +apply from: 'datasets.gradle' + +test.dependsOn downloadAndVerifyDatasets + +test { + useJUnitPlatform() + + maxHeapSize = "256m" +} + +wrapper { + gradleVersion = "8.12" + distributionType = Wrapper.DistributionType.ALL +} + +jmh { + include = ['de\\.bwaldvogel\\.liblinear\\.LinearBenchmark.*'] + jvmArgs = ["-Ddataset.directory=" + projectDir + "/src/test/datasets"] +} + +tasks.named('jmh').configure { + dependsOn downloadAndVerifyRcv1 } dependencies { - testCompile group: 'junit', name: 'junit', version: '4.12' - testCompile group: 'org.easytesting', name: 'fest-assert', version: '1.4' - testCompile group: 'org.powermock', name: 'powermock-module-junit4', version: powermockVersion - testCompile group: 'org.powermock', name: 'powermock-api-mockito', version: powermockVersion + testImplementation group: 'org.junit.jupiter', name: 'junit-jupiter-api', version: 'latest.release' + testImplementation group: 'org.junit.jupiter', name: 'junit-jupiter-params', version: 'latest.release' + testRuntimeOnly group: 'org.junit.jupiter', name: 'junit-jupiter-engine', version: 'latest.release' + testImplementation group: 'org.slf4j', name: 'slf4j-api', version: 'latest.release' + testImplementation group: 'org.assertj', name: 'assertj-core', version: 'latest.release' + testImplementation group: 'org.mockito', name: 'mockito-core', version: 'latest.release' + testImplementation group: 'nl.jqno.equalsverifier', name: 'equalsverifier', version: 'latest.release' + + testRuntimeOnly group: 'ch.qos.logback', name: 'logback-classic', version: 'latest.release' + + jmh group: 'org.apache.commons', name: 'commons-compress', version: 'latest.release' + jmh 'org.openjdk.jmh:jmh-generator-annprocess:latest.release' // for IntelliJ + + components.all { ComponentMetadataDetails details -> + if (details.id.version =~ /(?i).+(-|\.)(CANDIDATE|RC|BETA|ALPHA|PR|M\d+).*/) { + details.status = 'milestone' + } + } } -// vim: set ts=4 sw=4 et: +dependencyLocking { + lockAllConfigurations() +} diff --git a/buildscript-gradle.lockfile b/buildscript-gradle.lockfile new file mode 100644 index 0000000..b463142 --- /dev/null +++ b/buildscript-gradle.lockfile @@ -0,0 +1,11 @@ +# This is a Gradle generated file for dependency locking. +# Manual edits can break the build and are not advised. +# This file is expected to be part of source control. +de.undercouch.download:de.undercouch.download.gradle.plugin:5.6.0=classpath +de.undercouch:gradle-download-task:5.6.0=classpath +me.champeau.gradle.jmh:me.champeau.gradle.jmh.gradle.plugin:0.5.3=classpath +me.champeau.gradle:jmh-gradle-plugin:0.5.3=classpath +net.sf.jopt-simple:jopt-simple:4.6=classpath +org.apache.commons:commons-math3:3.2=classpath +org.openjdk.jmh:jmh-core:1.27=classpath +empty= diff --git a/eclipse/cleanup.xml b/code-style/eclipse/cleanup.xml similarity index 100% rename from eclipse/cleanup.xml rename to code-style/eclipse/cleanup.xml diff --git a/eclipse/formatter.xml b/code-style/eclipse/formatter.xml similarity index 100% rename from eclipse/formatter.xml rename to code-style/eclipse/formatter.xml diff --git a/datasets.gradle b/datasets.gradle new file mode 100644 index 0000000..131ed88 --- /dev/null +++ b/datasets.gradle @@ -0,0 +1,77 @@ +task downloadDatasetSplice(type: Download) { + def baseUrl = 'https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary' + src([ + "${baseUrl}/splice", + "${baseUrl}/splice.t" + ]) + dest 'src/test/datasets/splice/' + overwrite false +} + +task verifyDatasetSpliceTrain(type: Verify, dependsOn: downloadDatasetSplice) { + src 'src/test/datasets/splice/splice' + algorithm 'SHA-256' + checksum 'eee33566cfe8988ec26122460cc712d66c5c5b79b966b259408e803addaa584d' +} + +task verifyDatasetSpliceTest(type: Verify, dependsOn: downloadDatasetSplice) { + src 'src/test/datasets/splice/splice.t' + algorithm 'SHA-256' + checksum 'f40da7cfd17860f3f1a1bb7d118f8e86c306d232ca6ac6ddefbaaef266abaa03' +} + +task downloadDatasetDna(type: Download) { + def baseUrl = 'https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/multiclass' + src([ + "${baseUrl}/dna.scale", + "${baseUrl}/dna.scale.t" + ]) + dest 'src/test/datasets/dna.scale/' + overwrite false +} + +task verifyDatasetDnaTrain(type: Verify, dependsOn: downloadDatasetDna) { + src 'src/test/datasets/dna.scale/dna.scale' + algorithm 'SHA-256' + checksum '03d39477c5e48415e9cd18e006efc8f7a3b5c3deaee8289a72511c35070e3cfe' +} + +task verifyDatasetDnaTest(type: Verify, dependsOn: downloadDatasetDna) { + src 'src/test/datasets/dna.scale/dna.scale.t' + algorithm 'SHA-256' + checksum 'd2eeed170e4e38ae2aba6aa4cd27a8ca4ecceb01a7751e8e509bb4e1a6bcef39' +} + +task downloadDatasetRcv1(type: Download) { + def baseUrl = 'https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/binary' + src([ + "${baseUrl}/rcv1_train.binary.bz2", + "${baseUrl}/rcv1_test.binary.bz2" + ]) + dest 'src/test/datasets/rcv1/' + overwrite false +} + +task verifyDatasetRcv1Train(type: Verify, dependsOn: downloadDatasetRcv1) { + src 'src/test/datasets/rcv1/rcv1_train.binary.bz2' + algorithm 'SHA-256' + checksum 'dda0c6381811484e284e70dd0641335917debce50948346416fde7fb32fad2e2' +} + +task verifyDatasetRcv1Test(type: Verify, dependsOn: downloadDatasetRcv1) { + src 'src/test/datasets/rcv1/rcv1_test.binary.bz2' + algorithm 'SHA-256' + checksum '975ab6c4fd8ea2a88b82e7ba2659ef21bf980ac61b3d8f13d6991739ec0f7aa7' +} + +task downloadAndVerifyRcv1 { + dependsOn 'verifyDatasetRcv1Train' + dependsOn 'verifyDatasetRcv1Test' +} + +task downloadAndVerifyDatasets { + dependsOn 'verifyDatasetSpliceTrain' + dependsOn 'verifyDatasetSpliceTest' + dependsOn 'verifyDatasetDnaTrain' + dependsOn 'verifyDatasetDnaTest' +} diff --git a/deploy.sh b/deploy.sh deleted file mode 100755 index 2a3c855..0000000 --- a/deploy.sh +++ /dev/null @@ -1,2 +0,0 @@ -#!/bin/bash -gradle clean build uploadArchives diff --git a/gradle.lockfile b/gradle.lockfile new file mode 100644 index 0000000..faf5ce3 --- /dev/null +++ b/gradle.lockfile @@ -0,0 +1,40 @@ +# This is a Gradle generated file for dependency locking. +# Manual edits can break the build and are not advised. +# This file is expected to be part of source control. +ch.qos.logback:logback-classic:1.5.15=jmhRuntimeClasspath,testRuntimeClasspath +ch.qos.logback:logback-core:1.5.15=jmhRuntimeClasspath,testRuntimeClasspath +commons-codec:commons-codec:1.17.1=jmh,jmhCompileClasspath,jmhRuntimeClasspath +commons-io:commons-io:2.16.1=jmh,jmhCompileClasspath,jmhRuntimeClasspath +net.bytebuddy:byte-buddy-agent:1.15.4=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +net.bytebuddy:byte-buddy:1.15.11=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +net.sf.jopt-simple:jopt-simple:5.0.4=jmh,jmhCompileClasspath,jmhRuntimeClasspath +nl.jqno.equalsverifier:equalsverifier:3.18=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +org.apache.commons:commons-compress:1.27.1=jmh,jmhCompileClasspath,jmhRuntimeClasspath +org.apache.commons:commons-lang3:3.16.0=jmh,jmhCompileClasspath,jmhRuntimeClasspath +org.apache.commons:commons-math3:3.6.1=jmh,jmhCompileClasspath,jmhRuntimeClasspath +org.apiguardian:apiguardian-api:1.1.2=testCompileClasspath +org.assertj:assertj-core:3.27.0=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +org.jacoco:org.jacoco.agent:0.8.12=jacocoAgent,jacocoAnt +org.jacoco:org.jacoco.ant:0.8.12=jacocoAnt +org.jacoco:org.jacoco.core:0.8.12=jacocoAnt +org.jacoco:org.jacoco.report:0.8.12=jacocoAnt +org.junit.jupiter:junit-jupiter-api:5.11.4=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +org.junit.jupiter:junit-jupiter-engine:5.11.4=jmhRuntimeClasspath,testRuntimeClasspath +org.junit.jupiter:junit-jupiter-params:5.11.4=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +org.junit.platform:junit-platform-commons:1.11.4=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +org.junit.platform:junit-platform-engine:1.11.4=jmhRuntimeClasspath,testRuntimeClasspath +org.junit:junit-bom:5.11.4=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +org.mockito:mockito-core:5.14.2=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +org.objenesis:objenesis:3.4=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +org.openjdk.jmh:jmh-core:1.37=jmh,jmhCompileClasspath,jmhRuntimeClasspath +org.openjdk.jmh:jmh-generator-annprocess:1.37=jmh,jmhCompileClasspath,jmhRuntimeClasspath +org.openjdk.jmh:jmh-generator-asm:1.25=jmh,jmhCompileClasspath,jmhRuntimeClasspath +org.openjdk.jmh:jmh-generator-bytecode:1.25=jmh,jmhCompileClasspath,jmhRuntimeClasspath +org.openjdk.jmh:jmh-generator-reflection:1.25=jmh,jmhCompileClasspath,jmhRuntimeClasspath +org.opentest4j:opentest4j:1.3.0=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +org.ow2.asm:asm-commons:9.7=jacocoAnt +org.ow2.asm:asm-tree:9.7=jacocoAnt +org.ow2.asm:asm:5.0.3=jmh,jmhCompileClasspath,jmhRuntimeClasspath +org.ow2.asm:asm:9.7=jacocoAnt +org.slf4j:slf4j-api:2.0.16=jmhRuntimeClasspath,testCompileClasspath,testRuntimeClasspath +empty=annotationProcessor,compileClasspath,jmhAnnotationProcessor,runtimeClasspath,signatures,testAnnotationProcessor diff --git a/gradle.properties b/gradle.properties deleted file mode 100644 index 950524d..0000000 --- a/gradle.properties +++ /dev/null @@ -1 +0,0 @@ -versioneye.projectid=54e330f0d1ec577c97000009 diff --git a/gradle/wrapper/gradle-wrapper.jar b/gradle/wrapper/gradle-wrapper.jar index 13372ae..a4b76b9 100644 Binary files a/gradle/wrapper/gradle-wrapper.jar and b/gradle/wrapper/gradle-wrapper.jar differ diff --git a/gradle/wrapper/gradle-wrapper.properties b/gradle/wrapper/gradle-wrapper.properties index f549e42..e0fd020 100644 --- a/gradle/wrapper/gradle-wrapper.properties +++ b/gradle/wrapper/gradle-wrapper.properties @@ -1,6 +1,7 @@ -#Sat Jan 30 12:30:07 CET 2016 distributionBase=GRADLE_USER_HOME distributionPath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-8.12-all.zip +networkTimeout=10000 +validateDistributionUrl=true zipStoreBase=GRADLE_USER_HOME zipStorePath=wrapper/dists -distributionUrl=https\://services.gradle.org/distributions/gradle-2.10-bin.zip diff --git a/gradlew b/gradlew index 9d82f78..f3b75f3 100755 --- a/gradlew +++ b/gradlew @@ -1,74 +1,129 @@ -#!/usr/bin/env bash +#!/bin/sh + +# +# Copyright © 2015-2021 the original authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# SPDX-License-Identifier: Apache-2.0 +# ############################################################################## -## -## Gradle start up script for UN*X -## +# +# Gradle start up script for POSIX generated by Gradle. +# +# Important for running: +# +# (1) You need a POSIX-compliant shell to run this script. If your /bin/sh is +# noncompliant, but you have some other compliant shell such as ksh or +# bash, then to run this script, type that shell name before the whole +# command line, like: +# +# ksh Gradle +# +# Busybox and similar reduced shells will NOT work, because this script +# requires all of these POSIX shell features: +# * functions; +# * expansions «$var», «${var}», «${var:-default}», «${var+SET}», +# «${var#prefix}», «${var%suffix}», and «$( cmd )»; +# * compound commands having a testable exit status, especially «case»; +# * various built-in commands including «command», «set», and «ulimit». +# +# Important for patching: +# +# (2) This script targets any POSIX shell, so it avoids extensions provided +# by Bash, Ksh, etc; in particular arrays are avoided. +# +# The "traditional" practice of packing multiple parameters into a +# space-separated string is a well documented source of bugs and security +# problems, so this is (mostly) avoided, by progressively accumulating +# options in "$@", and eventually passing that to Java. +# +# Where the inherited environment variables (DEFAULT_JVM_OPTS, JAVA_OPTS, +# and GRADLE_OPTS) rely on word-splitting, this is performed explicitly; +# see the in-line comments for details. +# +# There are tweaks for specific operating systems such as AIX, CygWin, +# Darwin, MinGW, and NonStop. +# +# (3) This script is generated from the Groovy template +# https://github.com/gradle/gradle/blob/HEAD/platforms/jvm/plugins-application/src/main/resources/org/gradle/api/internal/plugins/unixStartScript.txt +# within the Gradle project. +# +# You can find Gradle at https://github.com/gradle/gradle/. +# ############################################################################## -# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. -DEFAULT_JVM_OPTS="" +# Attempt to set APP_HOME + +# Resolve links: $0 may be a link +app_path=$0 + +# Need this for daisy-chained symlinks. +while + APP_HOME=${app_path%"${app_path##*/}"} # leaves a trailing /; empty if no leading path + [ -h "$app_path" ] +do + ls=$( ls -ld "$app_path" ) + link=${ls#*' -> '} + case $link in #( + /*) app_path=$link ;; #( + *) app_path=$APP_HOME$link ;; + esac +done -APP_NAME="Gradle" -APP_BASE_NAME=`basename "$0"` +# This is normally unused +# shellcheck disable=SC2034 +APP_BASE_NAME=${0##*/} +# Discard cd standard output in case $CDPATH is set (https://github.com/gradle/gradle/issues/25036) +APP_HOME=$( cd -P "${APP_HOME:-./}" > /dev/null && printf '%s\n' "$PWD" ) || exit # Use the maximum available, or set MAX_FD != -1 to use that value. -MAX_FD="maximum" +MAX_FD=maximum -warn ( ) { +warn () { echo "$*" -} +} >&2 -die ( ) { +die () { echo echo "$*" echo exit 1 -} +} >&2 # OS specific support (must be 'true' or 'false'). cygwin=false msys=false darwin=false -case "`uname`" in - CYGWIN* ) - cygwin=true - ;; - Darwin* ) - darwin=true - ;; - MINGW* ) - msys=true - ;; +nonstop=false +case "$( uname )" in #( + CYGWIN* ) cygwin=true ;; #( + Darwin* ) darwin=true ;; #( + MSYS* | MINGW* ) msys=true ;; #( + NONSTOP* ) nonstop=true ;; esac -# Attempt to set APP_HOME -# Resolve links: $0 may be a link -PRG="$0" -# Need this for relative symlinks. -while [ -h "$PRG" ] ; do - ls=`ls -ld "$PRG"` - link=`expr "$ls" : '.*-> \(.*\)$'` - if expr "$link" : '/.*' > /dev/null; then - PRG="$link" - else - PRG=`dirname "$PRG"`"/$link" - fi -done -SAVED="`pwd`" -cd "`dirname \"$PRG\"`/" >/dev/null -APP_HOME="`pwd -P`" -cd "$SAVED" >/dev/null - CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar + # Determine the Java command to use to start the JVM. if [ -n "$JAVA_HOME" ] ; then if [ -x "$JAVA_HOME/jre/sh/java" ] ; then # IBM's JDK on AIX uses strange locations for the executables - JAVACMD="$JAVA_HOME/jre/sh/java" + JAVACMD=$JAVA_HOME/jre/sh/java else - JAVACMD="$JAVA_HOME/bin/java" + JAVACMD=$JAVA_HOME/bin/java fi if [ ! -x "$JAVACMD" ] ; then die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME @@ -77,84 +132,120 @@ Please set the JAVA_HOME variable in your environment to match the location of your Java installation." fi else - JAVACMD="java" - which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. + JAVACMD=java + if ! command -v java >/dev/null 2>&1 + then + die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. Please set the JAVA_HOME variable in your environment to match the location of your Java installation." + fi fi # Increase the maximum file descriptors if we can. -if [ "$cygwin" = "false" -a "$darwin" = "false" ] ; then - MAX_FD_LIMIT=`ulimit -H -n` - if [ $? -eq 0 ] ; then - if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then - MAX_FD="$MAX_FD_LIMIT" - fi - ulimit -n $MAX_FD - if [ $? -ne 0 ] ; then - warn "Could not set maximum file descriptor limit: $MAX_FD" - fi - else - warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT" - fi +if ! "$cygwin" && ! "$darwin" && ! "$nonstop" ; then + case $MAX_FD in #( + max*) + # In POSIX sh, ulimit -H is undefined. That's why the result is checked to see if it worked. + # shellcheck disable=SC2039,SC3045 + MAX_FD=$( ulimit -H -n ) || + warn "Could not query maximum file descriptor limit" + esac + case $MAX_FD in #( + '' | soft) :;; #( + *) + # In POSIX sh, ulimit -n is undefined. That's why the result is checked to see if it worked. + # shellcheck disable=SC2039,SC3045 + ulimit -n "$MAX_FD" || + warn "Could not set maximum file descriptor limit to $MAX_FD" + esac fi -# For Darwin, add options to specify how the application appears in the dock -if $darwin; then - GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\"" -fi +# Collect all arguments for the java command, stacking in reverse order: +# * args from the command line +# * the main class name +# * -classpath +# * -D...appname settings +# * --module-path (only if needed) +# * DEFAULT_JVM_OPTS, JAVA_OPTS, and GRADLE_OPTS environment variables. + +# For Cygwin or MSYS, switch paths to Windows format before running java +if "$cygwin" || "$msys" ; then + APP_HOME=$( cygpath --path --mixed "$APP_HOME" ) + CLASSPATH=$( cygpath --path --mixed "$CLASSPATH" ) + + JAVACMD=$( cygpath --unix "$JAVACMD" ) -# For Cygwin, switch paths to Windows format before running java -if $cygwin ; then - APP_HOME=`cygpath --path --mixed "$APP_HOME"` - CLASSPATH=`cygpath --path --mixed "$CLASSPATH"` - JAVACMD=`cygpath --unix "$JAVACMD"` - - # We build the pattern for arguments to be converted via cygpath - ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null` - SEP="" - for dir in $ROOTDIRSRAW ; do - ROOTDIRS="$ROOTDIRS$SEP$dir" - SEP="|" - done - OURCYGPATTERN="(^($ROOTDIRS))" - # Add a user-defined pattern to the cygpath arguments - if [ "$GRADLE_CYGPATTERN" != "" ] ; then - OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)" - fi # Now convert the arguments - kludge to limit ourselves to /bin/sh - i=0 - for arg in "$@" ; do - CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -` - CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option - - if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition - eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"` - else - eval `echo args$i`="\"$arg\"" + for arg do + if + case $arg in #( + -*) false ;; # don't mess with options #( + /?*) t=${arg#/} t=/${t%%/*} # looks like a POSIX filepath + [ -e "$t" ] ;; #( + *) false ;; + esac + then + arg=$( cygpath --path --ignore --mixed "$arg" ) fi - i=$((i+1)) + # Roll the args list around exactly as many times as the number of + # args, so each arg winds up back in the position where it started, but + # possibly modified. + # + # NB: a `for` loop captures its iteration list before it begins, so + # changing the positional parameters here affects neither the number of + # iterations, nor the values presented in `arg`. + shift # remove old arg + set -- "$@" "$arg" # push replacement arg done - case $i in - (0) set -- ;; - (1) set -- "$args0" ;; - (2) set -- "$args0" "$args1" ;; - (3) set -- "$args0" "$args1" "$args2" ;; - (4) set -- "$args0" "$args1" "$args2" "$args3" ;; - (5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;; - (6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;; - (7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;; - (8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;; - (9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;; - esac fi -# Split up the JVM_OPTS And GRADLE_OPTS values into an array, following the shell quoting and substitution rules -function splitJvmOpts() { - JVM_OPTS=("$@") -} -eval splitJvmOpts $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS -JVM_OPTS[${#JVM_OPTS[*]}]="-Dorg.gradle.appname=$APP_BASE_NAME" -exec "$JAVACMD" "${JVM_OPTS[@]}" -classpath "$CLASSPATH" org.gradle.wrapper.GradleWrapperMain "$@" +# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"' + +# Collect all arguments for the java command: +# * DEFAULT_JVM_OPTS, JAVA_OPTS, JAVA_OPTS, and optsEnvironmentVar are not allowed to contain shell fragments, +# and any embedded shellness will be escaped. +# * For example: A user cannot expect ${Hostname} to be expanded, as it is an environment variable and will be +# treated as '${Hostname}' itself on the command line. + +set -- \ + "-Dorg.gradle.appname=$APP_BASE_NAME" \ + -classpath "$CLASSPATH" \ + org.gradle.wrapper.GradleWrapperMain \ + "$@" + +# Stop when "xargs" is not available. +if ! command -v xargs >/dev/null 2>&1 +then + die "xargs is not available" +fi + +# Use "xargs" to parse quoted args. +# +# With -n1 it outputs one arg per line, with the quotes and backslashes removed. +# +# In Bash we could simply go: +# +# readarray ARGS < <( xargs -n1 <<<"$var" ) && +# set -- "${ARGS[@]}" "$@" +# +# but POSIX shell has neither arrays nor command substitution, so instead we +# post-process each arg (as a line of input to sed) to backslash-escape any +# character that might be a shell metacharacter, then use eval to reverse +# that process (while maintaining the separation between arguments), and wrap +# the whole thing up as a single "set" statement. +# +# This will of course break if any of these variables contains a newline or +# an unmatched quote. +# + +eval "set -- $( + printf '%s\n' "$DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS" | + xargs -n1 | + sed ' s~[^-[:alnum:]+,./:=@_]~\\&~g; ' | + tr '\n' ' ' + )" '"$@"' + +exec "$JAVACMD" "$@" diff --git a/gradlew.bat b/gradlew.bat index aec9973..9b42019 100644 --- a/gradlew.bat +++ b/gradlew.bat @@ -1,4 +1,22 @@ -@if "%DEBUG%" == "" @echo off +@rem +@rem Copyright 2015 the original author or authors. +@rem +@rem Licensed under the Apache License, Version 2.0 (the "License"); +@rem you may not use this file except in compliance with the License. +@rem You may obtain a copy of the License at +@rem +@rem https://www.apache.org/licenses/LICENSE-2.0 +@rem +@rem Unless required by applicable law or agreed to in writing, software +@rem distributed under the License is distributed on an "AS IS" BASIS, +@rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +@rem See the License for the specific language governing permissions and +@rem limitations under the License. +@rem +@rem SPDX-License-Identifier: Apache-2.0 +@rem + +@if "%DEBUG%"=="" @echo off @rem ########################################################################## @rem @rem Gradle startup script for Windows @@ -8,26 +26,30 @@ @rem Set local scope for the variables with windows NT shell if "%OS%"=="Windows_NT" setlocal -@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. -set DEFAULT_JVM_OPTS= - set DIRNAME=%~dp0 -if "%DIRNAME%" == "" set DIRNAME=. +if "%DIRNAME%"=="" set DIRNAME=. +@rem This is normally unused set APP_BASE_NAME=%~n0 set APP_HOME=%DIRNAME% +@rem Resolve any "." and ".." in APP_HOME to make it shorter. +for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi + +@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" + @rem Find java.exe if defined JAVA_HOME goto findJavaFromJavaHome set JAVA_EXE=java.exe %JAVA_EXE% -version >NUL 2>&1 -if "%ERRORLEVEL%" == "0" goto init +if %ERRORLEVEL% equ 0 goto execute -echo. -echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. -echo. -echo Please set the JAVA_HOME variable in your environment to match the -echo location of your Java installation. +echo. 1>&2 +echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. 1>&2 +echo. 1>&2 +echo Please set the JAVA_HOME variable in your environment to match the 1>&2 +echo location of your Java installation. 1>&2 goto fail @@ -35,54 +57,36 @@ goto fail set JAVA_HOME=%JAVA_HOME:"=% set JAVA_EXE=%JAVA_HOME%/bin/java.exe -if exist "%JAVA_EXE%" goto init +if exist "%JAVA_EXE%" goto execute -echo. -echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% -echo. -echo Please set the JAVA_HOME variable in your environment to match the -echo location of your Java installation. +echo. 1>&2 +echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% 1>&2 +echo. 1>&2 +echo Please set the JAVA_HOME variable in your environment to match the 1>&2 +echo location of your Java installation. 1>&2 goto fail -:init -@rem Get command-line arguments, handling Windowz variants - -if not "%OS%" == "Windows_NT" goto win9xME_args -if "%@eval[2+2]" == "4" goto 4NT_args - -:win9xME_args -@rem Slurp the command line arguments. -set CMD_LINE_ARGS= -set _SKIP=2 - -:win9xME_args_slurp -if "x%~1" == "x" goto execute - -set CMD_LINE_ARGS=%* -goto execute - -:4NT_args -@rem Get arguments from the 4NT Shell from JP Software -set CMD_LINE_ARGS=%$ - :execute @rem Setup the command line set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar + @rem Execute Gradle -"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS% +"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %* :end @rem End local scope for the variables with windows NT shell -if "%ERRORLEVEL%"=="0" goto mainEnd +if %ERRORLEVEL% equ 0 goto mainEnd :fail rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of rem the _cmd.exe /c_ return code! -if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1 -exit /b 1 +set EXIT_CODE=%ERRORLEVEL% +if %EXIT_CODE% equ 0 set EXIT_CODE=1 +if not ""=="%GRADLE_EXIT_CONSOLE%" exit %EXIT_CODE% +exit /b %EXIT_CODE% :mainEnd if "%OS%"=="Windows_NT" endlocal diff --git a/release.sh b/release.sh new file mode 100755 index 0000000..7930f38 --- /dev/null +++ b/release.sh @@ -0,0 +1,2 @@ +#!/bin/bash +./gradlew --no-daemon clean build publish diff --git a/settings.gradle b/settings.gradle new file mode 100644 index 0000000..a6ba6e7 --- /dev/null +++ b/settings.gradle @@ -0,0 +1 @@ +rootProject.name = "liblinear" diff --git a/src/jmh/java/de/bwaldvogel/liblinear/LinearBenchmark.java b/src/jmh/java/de/bwaldvogel/liblinear/LinearBenchmark.java new file mode 100644 index 0000000..8374cfe --- /dev/null +++ b/src/jmh/java/de/bwaldvogel/liblinear/LinearBenchmark.java @@ -0,0 +1,112 @@ +package de.bwaldvogel.liblinear; + +import java.io.IOException; +import java.io.InputStream; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.util.concurrent.TimeUnit; + +import org.apache.commons.compress.compressors.bzip2.BZip2CompressorInputStream; +import org.openjdk.jmh.annotations.Benchmark; +import org.openjdk.jmh.annotations.BenchmarkMode; +import org.openjdk.jmh.annotations.Fork; +import org.openjdk.jmh.annotations.Measurement; +import org.openjdk.jmh.annotations.Mode; +import org.openjdk.jmh.annotations.OutputTimeUnit; +import org.openjdk.jmh.annotations.Param; +import org.openjdk.jmh.annotations.Scope; +import org.openjdk.jmh.annotations.Setup; +import org.openjdk.jmh.annotations.State; +import org.openjdk.jmh.annotations.Warmup; +import org.openjdk.jmh.runner.Runner; +import org.openjdk.jmh.runner.RunnerException; +import org.openjdk.jmh.runner.options.Options; +import org.openjdk.jmh.runner.options.OptionsBuilder; + +@Fork(1) +@BenchmarkMode(Mode.AverageTime) +@OutputTimeUnit(TimeUnit.MILLISECONDS) +@Warmup(iterations = 2, time = 5, timeUnit = TimeUnit.SECONDS) +@Measurement(iterations = 5, time = 3, timeUnit = TimeUnit.SECONDS) +public class LinearBenchmark { + + @Benchmark + public void readProblem(DatasetParameters datasetParameters) throws Exception { + Path trainingFile = getTrainingFile(datasetParameters.dataset); + try (InputStream inputStream = getInputStream(trainingFile)) { + Train.readProblem(inputStream, -1); + } + } + + @Benchmark + public void train(BenchmarkParameters benchmarkParameters) { + Linear.disableDebugOutput(); + Linear.train(benchmarkParameters.problem, new Parameter(benchmarkParameters.solverType, 1, 1e-3)); + } + + public enum Dataset { + RCV1, Splice, DnaScale + } + + + @State(Scope.Benchmark) + public static class BenchmarkParameters { + + @Param + private Dataset dataset; + + @Param({"L2R_LR", "L2R_L2LOSS_SVC_DUAL"}) + private SolverType solverType; + + private Problem problem; + + @Setup + public void loadDataset() throws Exception { + Path trainingFile = getTrainingFile(dataset); + try (InputStream inputStream = getInputStream(trainingFile)) { + problem = Train.readProblem(inputStream, -1); + } + } + + } + + @State(Scope.Benchmark) + public static class DatasetParameters { + + @Param + private Dataset dataset; + + } + + public static void main(String[] args) throws RunnerException { + Options opt = new OptionsBuilder() + .include(".*" + LinearBenchmark.class.getSimpleName() + ".*") + .build(); + + new Runner(opt).run(); + } + + private static InputStream getInputStream(Path path) throws IOException { + InputStream inputStream = Files.newInputStream(path); + if (path.toString().endsWith(".bz2")) { + return new BZip2CompressorInputStream(inputStream); + } + return inputStream; + } + + private static Path getTrainingFile(Dataset dataset) { + Path datasetDirectory = Paths.get(System.getProperty("dataset.directory", "src/test/datasets")); + switch (dataset) { + case RCV1: + return datasetDirectory.resolve("rcv1").resolve("rcv1_train.binary.bz2"); + case Splice: + return datasetDirectory.resolve("splice").resolve("splice"); + case DnaScale: + return datasetDirectory.resolve("dna.scale").resolve("dna.scale"); + default: + throw new IllegalArgumentException("Unknown dataset: " + dataset); + } + } + +} diff --git a/src/main/java/de/bwaldvogel/liblinear/ArraySorter.java b/src/main/java/de/bwaldvogel/liblinear/ArraySorter.java index bf7c45c..5b0e3b0 100644 --- a/src/main/java/de/bwaldvogel/liblinear/ArraySorter.java +++ b/src/main/java/de/bwaldvogel/liblinear/ArraySorter.java @@ -8,11 +8,11 @@ final class ArraySorter { * * This code is borrowed from Sun's JDK 1.6.0.07 */ - public static void reversedMergesort(double[] a) { + static void reversedMergesort(double[] a) { reversedMergesort(a, 0, a.length); } - private static void reversedMergesort(double x[], int off, int len) { + private static void reversedMergesort(double[] x, int off, int len) { // Insertion sort on smallest arrays if (len < 7) { for (int i = off; i < len + off; i++) @@ -40,14 +40,17 @@ private static void reversedMergesort(double x[], int off, int len) { int a = off, b = a, c = off + len - 1, d = c; while (true) { while (b <= c && x[b] >= v) { - if (x[b] == v) swap(x, a++, b); + if (x[b] == v) + swap(x, a++, b); b++; } while (c >= b && x[c] <= v) { - if (x[c] == v) swap(x, c, d--); + if (x[c] == v) + swap(x, c, d--); c--; } - if (b > c) break; + if (b > c) + break; swap(x, b++, c--); } @@ -59,14 +62,16 @@ private static void reversedMergesort(double x[], int off, int len) { vecswap(x, b, n - s, s); // Recursively sort non-partition-elements - if ((s = b - a) > 1) reversedMergesort(x, off, s); - if ((s = d - c) > 1) reversedMergesort(x, n - s, s); + if ((s = b - a) > 1) + reversedMergesort(x, off, s); + if ((s = d - c) > 1) + reversedMergesort(x, n - s, s); } /** * Swaps x[a] with x[b]. */ - private static void swap(double x[], int a, int b) { + private static void swap(double[] x, int a, int b) { double t = x[a]; x[a] = x[b]; x[b] = t; @@ -75,7 +80,7 @@ private static void swap(double x[], int a, int b) { /** * Swaps x[a .. (a+n-1)] with x[b .. (b+n-1)]. */ - private static void vecswap(double x[], int a, int b, int n) { + private static void vecswap(double[] x, int a, int b, int n) { for (int i = 0; i < n; i++, a++, b++) swap(x, a, b); } @@ -83,7 +88,7 @@ private static void vecswap(double x[], int a, int b, int n) { /** * Returns the index of the median of the three indexed doubles. */ - private static int med3(double x[], int a, int b, int c) { + private static int med3(double[] x, int a, int b, int c) { return (x[a] < x[b] ? (x[b] < x[c] ? b : x[a] < x[c] ? c : a) : (x[b] > x[c] ? b : x[a] > x[c] ? c : a)); } diff --git a/src/main/java/de/bwaldvogel/liblinear/Blas.java b/src/main/java/de/bwaldvogel/liblinear/Blas.java new file mode 100644 index 0000000..7d90184 --- /dev/null +++ b/src/main/java/de/bwaldvogel/liblinear/Blas.java @@ -0,0 +1,189 @@ +package de.bwaldvogel.liblinear; + +class Blas { + + static double dnrm2_(int n, double[] x, MutableInt incx) { + return dnrm2_(new MutableInt(n), x, incx); + } + + private static double dnrm2_(MutableInt n, double[] x, MutableInt incx) { + final double norm; + double scale, absxi, ssq, temp; + + /* DNRM2 returns the euclidean norm of a vector via the function + name, so that + + DNRM2 := sqrt( x'*x ) + + -- This version written on 25-October-1982. + Modified on 14-October-1993 to inline the call to SLASSQ. + Sven Hammarling, Nag Ltd. */ + + /* Dereference inputs */ + int nn = n.get(); + int iincx = incx.get(); + + if (nn > 0 && iincx > 0) { + if (nn == 1) { + norm = Math.abs(x[0]); + } else { + scale = 0.0; + ssq = 1.0; + + /* The following loop is equivalent to this call to the LAPACK + auxiliary routine: CALL SLASSQ( N, X, INCX, SCALE, SSQ ) */ + + for (int ix = (nn - 1) * iincx; ix >= 0; ix -= iincx) { + if (x[ix] != 0.0) { + absxi = Math.abs(x[ix]); + if (scale < absxi) { + temp = scale / absxi; + ssq = ssq * (temp * temp) + 1.0; + scale = absxi; + } else { + temp = absxi / scale; + ssq += temp * temp; + } + } + } + norm = scale * Math.sqrt(ssq); + } + } else + norm = 0.0; + + return norm; + } + + static double ddot_(int n, double[] sx, int incx, double[] sy, int incy) { + return ddot_(new MutableInt(n), sx, new MutableInt(incx), sy, new MutableInt(incy)); + } + + private static double ddot_(MutableInt n, double[] sx, MutableInt incx, double[] sy, MutableInt incy) { + int i, m, nn, iincx, iincy; + double stemp; + int ix, iy; + + /* forms the dot product of two vectors. + uses unrolled loops for increments equal to one. + jack dongarra, linpack, 3/11/78. + modified 12/3/93, array(1) declarations changed to array(*) */ + + /* Dereference inputs */ + nn = n.get(); + iincx = incx.get(); + iincy = incy.get(); + + stemp = 0.0; + if (nn > 0) { + if (iincx == 1 && iincy == 1) /* code for both increments equal to 1 */ { + m = nn - 4; + for (i = 0; i < m; i += 5) + stemp += sx[i] * sy[i] + sx[i + 1] * sy[i + 1] + sx[i + 2] * sy[i + 2] + + sx[i + 3] * sy[i + 3] + sx[i + 4] * sy[i + 4]; + + for (; i < nn; i++) /* clean-up loop */ + stemp += sx[i] * sy[i]; + } else /* code for unequal increments or equal increments not equal to 1 */ { + ix = 0; + iy = 0; + if (iincx < 0) + ix = (1 - nn) * iincx; + if (iincy < 0) + iy = (1 - nn) * iincy; + for (i = 0; i < nn; i++) { + stemp += sx[ix] * sy[iy]; + ix += iincx; + iy += iincy; + } + } + } + + return stemp; + } + + static int daxpy_(int n, double sa, double[] sx, int incx, double[] sy, int incy) { + return daxpy_(new MutableInt(n), new MutableDouble(sa), sx, new MutableInt(incx), sy, new MutableInt(incy)); + } + + static int daxpy_(MutableInt n, MutableDouble sa, double[] sx, MutableInt incx, double[] sy, MutableInt incy) { + int i, m, ix, iy, nn, iincx, iincy; + double ssa; + + /* constant times a vector plus a vector. + uses unrolled loop for increments equal to one. + jack dongarra, linpack, 3/11/78. + modified 12/3/93, array(1) declarations changed to array(*) */ + + /* Dereference inputs */ + nn = n.get(); + ssa = sa.get(); + iincx = incx.get(); + iincy = incy.get(); + + if (nn > 0 && ssa != 0.0) { + if (iincx == 1 && iincy == 1) /* code for both increments equal to 1 */ { + m = nn - 3; + for (i = 0; i < m; i += 4) { + sy[i] += ssa * sx[i]; + sy[i + 1] += ssa * sx[i + 1]; + sy[i + 2] += ssa * sx[i + 2]; + sy[i + 3] += ssa * sx[i + 3]; + } + for (; i < nn; ++i) /* clean-up loop */ + sy[i] += ssa * sx[i]; + } else /* code for unequal increments or equal increments not equal to 1 */ { + ix = iincx >= 0 ? 0 : (1 - nn) * iincx; + iy = iincy >= 0 ? 0 : (1 - nn) * iincy; + for (i = 0; i < nn; i++) { + sy[iy] += ssa * sx[ix]; + ix += iincx; + iy += iincy; + } + } + } + + return 0; + } + + static int dscal_(int n, double sa, double[] sx, int incx) { + return dscal_(new MutableInt(n), new MutableDouble(sa), sx, new MutableInt(incx)); + } + + static int dscal_(MutableInt n, MutableDouble sa, double[] sx, MutableInt incx) { + int i, m, nincx, nn, iincx; + double ssa; + + /* scales a vector by a constant. + uses unrolled loops for increment equal to 1. + jack dongarra, linpack, 3/11/78. + modified 3/93 to return if incx .le. 0. + modified 12/3/93, array(1) declarations changed to array(*) */ + + /* Dereference inputs */ + nn = n.get(); + iincx = incx.get(); + ssa = sa.get(); + + if (nn > 0 && iincx > 0) { + if (iincx == 1) /* code for increment equal to 1 */ { + m = nn - 4; + for (i = 0; i < m; i += 5) { + sx[i] = ssa * sx[i]; + sx[i + 1] = ssa * sx[i + 1]; + sx[i + 2] = ssa * sx[i + 2]; + sx[i + 3] = ssa * sx[i + 3]; + sx[i + 4] = ssa * sx[i + 4]; + } + for (; i < nn; ++i) /* clean-up loop */ + sx[i] = ssa * sx[i]; + } else /* code for increment not equal to 1 */ { + nincx = nn * iincx; + for (i = 0; i < nincx; i += iincx) + sx[i] = ssa * sx[i]; + } + } + + return 0; + } + +} diff --git a/src/main/java/de/bwaldvogel/liblinear/DoubleArrayPointer.java b/src/main/java/de/bwaldvogel/liblinear/DoubleArrayPointer.java index df9f9a2..0a20f2d 100644 --- a/src/main/java/de/bwaldvogel/liblinear/DoubleArrayPointer.java +++ b/src/main/java/de/bwaldvogel/liblinear/DoubleArrayPointer.java @@ -4,15 +4,15 @@ final class DoubleArrayPointer { private final double[] _array; - private int _offset; + private int _offset; - - public void setOffset(int offset) { - if (offset < 0 || offset >= _array.length) throw new IllegalArgumentException("offset must be between 0 and the length of the array"); + void setOffset(int offset) { + if (offset < 0 || offset >= _array.length) + throw new IllegalArgumentException("offset must be between 0 and the length of the array"); _offset = offset; } - public DoubleArrayPointer( final double[] array, final int offset ) { + DoubleArrayPointer(final double[] array, final int offset) { _array = array; setOffset(offset); } diff --git a/src/main/java/de/bwaldvogel/liblinear/FeatureNode.java b/src/main/java/de/bwaldvogel/liblinear/FeatureNode.java index 68cb3e7..b5caf3f 100644 --- a/src/main/java/de/bwaldvogel/liblinear/FeatureNode.java +++ b/src/main/java/de/bwaldvogel/liblinear/FeatureNode.java @@ -2,11 +2,17 @@ public class FeatureNode implements Feature { - public final int index; - public double value; + public final int index; + public double value; - public FeatureNode( final int index, final double value ) { - if (index < 0) throw new IllegalArgumentException("index must be >= 0"); + public FeatureNode(int index, double value) { + this(index, value, true); + } + + FeatureNode(int index, double value, boolean validateIndex) { + if (validateIndex && index <= 0) { + throw new IllegalArgumentException("index must be > 0"); + } this.index = index; this.value = value; } @@ -14,6 +20,7 @@ public FeatureNode( final int index, final double value ) { /** * @since 1.9 */ + @Override public int getIndex() { return index; } @@ -21,6 +28,7 @@ public int getIndex() { /** * @since 1.9 */ + @Override public double getValue() { return value; } @@ -28,6 +36,7 @@ public double getValue() { /** * @since 1.9 */ + @Override public void setValue(double value) { this.value = value; } @@ -45,12 +54,17 @@ public int hashCode() { @Override public boolean equals(Object obj) { - if (this == obj) return true; - if (obj == null) return false; - if (getClass() != obj.getClass()) return false; + if (this == obj) + return true; + if (obj == null) + return false; + if (getClass() != obj.getClass()) + return false; FeatureNode other = (FeatureNode)obj; - if (index != other.index) return false; - if (Double.doubleToLongBits(value) != Double.doubleToLongBits(other.value)) return false; + if (index != other.index) + return false; + if (Double.doubleToLongBits(value) != Double.doubleToLongBits(other.value)) + return false; return true; } diff --git a/src/main/java/de/bwaldvogel/liblinear/Function.java b/src/main/java/de/bwaldvogel/liblinear/Function.java index 2ad02f9..9645f2d 100644 --- a/src/main/java/de/bwaldvogel/liblinear/Function.java +++ b/src/main/java/de/bwaldvogel/liblinear/Function.java @@ -1,6 +1,5 @@ package de.bwaldvogel.liblinear; -// origin: tron.h interface Function { double fun(double[] w); @@ -10,4 +9,40 @@ interface Function { void Hv(double[] s, double[] Hs); int get_nr_variable(); + + void get_diag_preconditioner(double[] M); + + // Note: This implementation is unused but function::linesearch_and_update + // from upstream newton.cpp seems to be unused as well + default double linesearch_and_update(double[] w, double[] s, MutableDouble f, double[] g, double alpha) { + double gTs = 0; + double eta = 0.01; + int n = get_nr_variable(); + int max_num_linesearch = 20; + double[] w_new = new double[n]; + double fold = f.get(); + + for (int i = 0; i < n; i++) + gTs += s[i] * g[i]; + + int num_linesearch = 0; + for (num_linesearch = 0; num_linesearch < max_num_linesearch; num_linesearch++) { + for (int i = 0; i < n; i++) + w_new[i] = w[i] + alpha * s[i]; + f.set(fun(w_new)); + if (f.get() - fold <= eta * alpha * gTs) + break; + else + alpha *= 0.5; + } + + if (num_linesearch >= max_num_linesearch) { + f.set(fold); + return 0; + } else + System.arraycopy(w_new, 0, w, 0, n); + + return alpha; + } + } diff --git a/src/main/java/de/bwaldvogel/liblinear/Heap.java b/src/main/java/de/bwaldvogel/liblinear/Heap.java new file mode 100644 index 0000000..9e1d3d9 --- /dev/null +++ b/src/main/java/de/bwaldvogel/liblinear/Heap.java @@ -0,0 +1,70 @@ +package de.bwaldvogel.liblinear; + +class Heap { + + enum HeapType { + MIN, MAX, + } + + + private int size; + private final HeapType type; + private final Feature[] a; + + Heap(int max_size, HeapType type) { + this.size = 0; + this.a = new Feature[max_size]; + this.type = type; + } + + private boolean cmp(Feature left, Feature right) { + if (this.type == HeapType.MIN) { + return left.getValue() > right.getValue(); + } else { + return left.getValue() < right.getValue(); + } + } + + int size() { + return size; + } + + void push(Feature node) { + a[size] = node; + size++; + int i = size - 1; + while (i > 0) { + int p = (i - 1) / 2; + if (cmp(a[p], a[i])) { + Linear.swap(a, i, p); + i = p; + } else { + break; + } + } + } + + void pop() { + size--; + a[0] = a[size]; + int i = 0; + while (i * 2 + 1 < size) { + int l = i * 2 + 1; + int r = i * 2 + 2; + if (r < size && cmp(a[l], a[r])) { + l = r; + } + if (cmp(a[i], a[l])) { + Linear.swap(a, i, l); + i = l; + } else { + break; + } + } + } + + Feature top() { + return this.a[0]; + } + +} diff --git a/src/main/java/de/bwaldvogel/liblinear/IntArrayPointer.java b/src/main/java/de/bwaldvogel/liblinear/IntArrayPointer.java index e708b80..b9b0862 100644 --- a/src/main/java/de/bwaldvogel/liblinear/IntArrayPointer.java +++ b/src/main/java/de/bwaldvogel/liblinear/IntArrayPointer.java @@ -4,15 +4,15 @@ final class IntArrayPointer { private final int[] _array; - private int _offset; + private int _offset; - - public void setOffset(int offset) { - if (offset < 0 || offset >= _array.length) throw new IllegalArgumentException("offset must be between 0 and the length of the array"); + void setOffset(int offset) { + if (offset < 0 || offset >= _array.length) + throw new IllegalArgumentException("offset must be between 0 and the length of the array"); _offset = offset; } - public IntArrayPointer( final int[] array, final int offset ) { + IntArrayPointer(final int[] array, final int offset) { _array = array; setOffset(offset); } diff --git a/src/main/java/de/bwaldvogel/liblinear/InvalidInputDataException.java b/src/main/java/de/bwaldvogel/liblinear/InvalidInputDataException.java index 7a9a66c..b1676f4 100644 --- a/src/main/java/de/bwaldvogel/liblinear/InvalidInputDataException.java +++ b/src/main/java/de/bwaldvogel/liblinear/InvalidInputDataException.java @@ -1,57 +1,29 @@ package de.bwaldvogel.liblinear; -import java.io.File; - public class InvalidInputDataException extends Exception { private static final long serialVersionUID = 2945131732407207308L; - private final int _line; - - private File _file; + private final int _line; - public InvalidInputDataException( String message, File file, int line ) { + public InvalidInputDataException(String message, int line) { super(message); - _file = file; _line = line; } - public InvalidInputDataException( String message, String filename, int line ) { - this(message, new File(filename), line); - } - - public InvalidInputDataException( String message, File file, int lineNr, Exception cause ) { + public InvalidInputDataException(String message, int lineNr, Exception cause) { super(message, cause); - _file = file; _line = lineNr; } - public InvalidInputDataException( String message, String filename, int lineNr, Exception cause ) { - this(message, new File(filename), lineNr, cause); - } - - public File getFile() { - return _file; - } - - /** - * This methods returns the path of the file. - * The method name might be misleading. - * - * @deprecated use {@link #getFile()} instead - */ - public String getFilename() { - return _file.getPath(); - } - public int getLine() { return _line; } @Override public String toString() { - return super.toString() + " (" + _file + ":" + _line + ")"; + return super.toString() + " (line " + getLine() + ")"; } } diff --git a/src/main/java/de/bwaldvogel/liblinear/L2R_ErmFunction.java b/src/main/java/de/bwaldvogel/liblinear/L2R_ErmFunction.java new file mode 100644 index 0000000..844a89f --- /dev/null +++ b/src/main/java/de/bwaldvogel/liblinear/L2R_ErmFunction.java @@ -0,0 +1,128 @@ +package de.bwaldvogel.liblinear; + +// L2-regularized empirical risk minimization +// min_w w^Tw/2 + \sum C_i \xi(w^Tx_i), where \xi() is the loss +abstract class L2R_ErmFunction implements Function { + + final double[] C; + final Problem prob; + double[] wx; + double[] tmp; // a working array + private double wTw; + final boolean regularize_bias; + + L2R_ErmFunction(Problem prob, Parameter parameter, double[] C) { + int l = prob.l; + + this.prob = prob; + + wx = new double[l]; + tmp = new double[l]; + this.C = C; + this.regularize_bias = parameter.regularize_bias; + } + + void Xv(double[] v, double[] Xv) { + int i; + int l = prob.l; + Feature[][] x = prob.x; + + for (i = 0; i < l; i++) + Xv[i] = SparseOperator.dot(v, x[i]); + } + + void XTv(double[] v, double[] XTv) { + int l = prob.l; + int w_size = get_nr_variable(); + Feature[][] x = prob.x; + + for (int i = 0; i < w_size; i++) + XTv[i] = 0; + + for (int i = 0; i < l; i++) { + SparseOperator.axpy(v[i], x[i], XTv); + } + } + + protected abstract double C_times_loss(int i, double wx_i); + + @Override + public double fun(double[] w) { + int i; + double f = 0; + int l = prob.l; + int w_size = get_nr_variable(); + + wTw = 0; + Xv(w, wx); + + for (i = 0; i < w_size; i++) + wTw += w[i] * w[i]; + if (!regularize_bias) + wTw -= w[w_size - 1] * w[w_size - 1]; + for (i = 0; i < l; i++) + f += C_times_loss(i, wx[i]); + f = f + 0.5 * wTw; + + return (f); + } + + @Override + public int get_nr_variable() { + return prob.n; + } + + // On entry *f must be the function value of w + // On exit w is updated and *f is the new function value + @Override + public double linesearch_and_update(double[] w, double[] s, MutableDouble f, double[] g, double alpha) { + int i; + int l = prob.l; + double sTs = 0; + double wTs = 0; + double gTs = 0; + double eta = 0.01; + int w_size = get_nr_variable(); + int max_num_linesearch = 20; + double fold = f.get(); + Xv(s, tmp); + + for (i = 0; i < w_size; i++) { + sTs += s[i] * s[i]; + wTs += s[i] * w[i]; + gTs += s[i] * g[i]; + } + if (!regularize_bias) { + // bias not used in calculating (w + \alpha s)^T (w + \alpha s) + sTs -= s[w_size - 1] * s[w_size - 1]; + wTs -= s[w_size - 1] * w[w_size - 1]; + } + + int num_linesearch = 0; + for (num_linesearch = 0; num_linesearch < max_num_linesearch; num_linesearch++) { + double loss = 0; + for (i = 0; i < l; i++) { + double inner_product = tmp[i] * alpha + wx[i]; + loss += C_times_loss(i, inner_product); + } + f.set(loss + (alpha * alpha * sTs + wTw) / 2.0 + alpha * wTs); + if (f.get() - fold <= eta * alpha * gTs) { + for (i = 0; i < l; i++) + wx[i] += alpha * tmp[i]; + break; + } else + alpha *= 0.5; + } + + if (num_linesearch >= max_num_linesearch) { + f.set(fold); + return 0; + } else + for (i = 0; i < w_size; i++) + w[i] += alpha * s[i]; + + wTw += alpha * alpha * sTs + 2 * alpha * wTs; + return alpha; + } + +} diff --git a/src/main/java/de/bwaldvogel/liblinear/L2R_L2_SvcFunction.java b/src/main/java/de/bwaldvogel/liblinear/L2R_L2_SvcFunction.java index 0a857a0..a19303c 100644 --- a/src/main/java/de/bwaldvogel/liblinear/L2R_L2_SvcFunction.java +++ b/src/main/java/de/bwaldvogel/liblinear/L2R_L2_SvcFunction.java @@ -1,114 +1,96 @@ package de.bwaldvogel.liblinear; -class L2R_L2_SvcFunction implements Function { +class L2R_L2_SvcFunction extends L2R_ErmFunction { - protected final Problem prob; - protected final double[] C; - protected final int[] I; - protected final double[] z; + protected final int[] I; + protected int sizeI; - protected int sizeI; - - public L2R_L2_SvcFunction( Problem prob, double[] C ) { - int l = prob.l; - - this.prob = prob; + public L2R_L2_SvcFunction(Problem prob, Parameter param, double[] C) { + super(prob, param, C); + I = new int[prob.l]; + } - z = new double[l]; - I = new int[l]; - this.C = C; + @Override + protected double C_times_loss(int i, double wx_i) { + double d = 1 - prob.y[i] * wx_i; + if (d > 0) + return C[i] * d * d; + else + return 0; } - public double fun(double[] w) { + @Override + public void grad(double[] w, double[] g) { int i; - double f = 0; double[] y = prob.y; int l = prob.l; int w_size = get_nr_variable(); - Xv(w, z); - - for (i = 0; i < w_size; i++) - f += w[i] * w[i]; - f /= 2.0; + sizeI = 0; for (i = 0; i < l; i++) { - z[i] = y[i] * z[i]; - double d = 1 - z[i]; - if (d > 0) f += C[i] * d * d; + tmp[i] = wx[i] * y[i]; + if (tmp[i] < 1) { + tmp[sizeI] = C[i] * y[i] * (tmp[i] - 1); + I[sizeI] = i; + sizeI++; + } } + subXTv(tmp, g); - return (f); - } - - public int get_nr_variable() { - return prob.n; + for (i = 0; i < w_size; i++) + g[i] = w[i] + 2 * g[i]; + if (!regularize_bias) + g[w_size - 1] -= w[w_size - 1]; } - public void grad(double[] w, double[] g) { - double[] y = prob.y; - int l = prob.l; + @Override + public void get_diag_preconditioner(double[] M) { int w_size = get_nr_variable(); + Feature[][] x = prob.x; - sizeI = 0; - for (int i = 0; i < l; i++) { - if (z[i] < 1) { - z[sizeI] = C[i] * y[i] * (z[i] - 1); - I[sizeI] = i; - sizeI++; + for (int i = 0; i < w_size; i++) + M[i] = 1; + if (!regularize_bias) + M[w_size - 1] = 0; + + for (int i = 0; i < sizeI; i++) { + int idx = I[i]; + for (Feature s : x[idx]) { + M[s.getIndex() - 1] += s.getValue() * s.getValue() * C[idx] * 2; } } - subXTv(z, g); - - for (int i = 0; i < w_size; i++) - g[i] = w[i] + 2 * g[i]; } + @Override public void Hv(double[] s, double[] Hs) { int i; int w_size = get_nr_variable(); - double[] wa = new double[sizeI]; + Feature[][] x = prob.x; - subXv(s, wa); - for (i = 0; i < sizeI; i++) - wa[i] = C[I[i]] * wa[i]; + for (i = 0; i < w_size; i++) + Hs[i] = 0; + for (i = 0; i < sizeI; i++) { + Feature[] xi = x[I[i]]; + double xTs = SparseOperator.dot(s, xi); + xTs = C[I[i]] * xTs; - subXTv(wa, Hs); + SparseOperator.axpy(xTs, xi, Hs); + } for (i = 0; i < w_size; i++) Hs[i] = s[i] + 2 * Hs[i]; + if (!regularize_bias) + Hs[w_size - 1] -= s[w_size - 1]; } protected void subXTv(double[] v, double[] XTv) { int i; int w_size = get_nr_variable(); + Feature[][] x = prob.x; for (i = 0; i < w_size; i++) XTv[i] = 0; - - for (i = 0; i < sizeI; i++) { - for (Feature s : prob.x[I[i]]) { - XTv[s.getIndex() - 1] += v[i] * s.getValue(); - } - } - } - - private void subXv(double[] v, double[] Xv) { - - for (int i = 0; i < sizeI; i++) { - Xv[i] = 0; - for (Feature s : prob.x[I[i]]) { - Xv[i] += v[s.getIndex() - 1] * s.getValue(); - } - } - } - - protected void Xv(double[] v, double[] Xv) { - - for (int i = 0; i < prob.l; i++) { - Xv[i] = 0; - for (Feature s : prob.x[i]) { - Xv[i] += v[s.getIndex() - 1] * s.getValue(); - } - } + for (i = 0; i < sizeI; i++) + SparseOperator.axpy(v[i], x[I[i]], XTv); } } diff --git a/src/main/java/de/bwaldvogel/liblinear/L2R_L2_SvrFunction.java b/src/main/java/de/bwaldvogel/liblinear/L2R_L2_SvrFunction.java index 88f250a..25c9ff5 100644 --- a/src/main/java/de/bwaldvogel/liblinear/L2R_L2_SvrFunction.java +++ b/src/main/java/de/bwaldvogel/liblinear/L2R_L2_SvrFunction.java @@ -5,63 +5,53 @@ */ public class L2R_L2_SvrFunction extends L2R_L2_SvcFunction { - private double p; + private final double p; - public L2R_L2_SvrFunction( Problem prob, double[] C, double p ) { - super(prob, C); - this.p = p; + public L2R_L2_SvrFunction(Problem prob, Parameter param, double[] C) { + super(prob, param, C); + this.p = param.p; } @Override - public double fun(double[] w) { - double f = 0; - double[] y = prob.y; - int l = prob.l; - int w_size = get_nr_variable(); - double d; - - Xv(w, z); - - for (int i = 0; i < w_size; i++) - f += w[i] * w[i]; - f /= 2; - for (int i = 0; i < l; i++) { - d = z[i] - y[i]; - if (d < -p) - f += C[i] * (d + p) * (d + p); - else if (d > p) f += C[i] * (d - p) * (d - p); - } - - return f; + protected double C_times_loss(int i, double wx_i) { + double d = wx_i - prob.y[i]; + if (d < -p) + return C[i] * (d + p) * (d + p); + else if (d > p) + return C[i] * (d - p) * (d - p); + return 0; } @Override public void grad(double[] w, double[] g) { + int i; double[] y = prob.y; int l = prob.l; int w_size = get_nr_variable(); + double d; sizeI = 0; - for (int i = 0; i < l; i++) { - double d = z[i] - y[i]; + for (i = 0; i < l; i++) { + d = wx[i] - y[i]; // generate index set I if (d < -p) { - z[sizeI] = C[i] * (d + p); + tmp[sizeI] = C[i] * (d + p); I[sizeI] = i; sizeI++; } else if (d > p) { - z[sizeI] = C[i] * (d - p); + tmp[sizeI] = C[i] * (d - p); I[sizeI] = i; sizeI++; } } - subXTv(z, g); + subXTv(tmp, g); - for (int i = 0; i < w_size; i++) + for (i = 0; i < w_size; i++) g[i] = w[i] + 2 * g[i]; - + if (!regularize_bias) + g[w_size - 1] -= w[w_size - 1]; } } diff --git a/src/main/java/de/bwaldvogel/liblinear/L2R_LrFunction.java b/src/main/java/de/bwaldvogel/liblinear/L2R_LrFunction.java index 6b58ae0..69b0f16 100644 --- a/src/main/java/de/bwaldvogel/liblinear/L2R_LrFunction.java +++ b/src/main/java/de/bwaldvogel/liblinear/L2R_LrFunction.java @@ -1,107 +1,83 @@ package de.bwaldvogel.liblinear; -class L2R_LrFunction implements Function { +class L2R_LrFunction extends L2R_ErmFunction { - private final double[] C; - private final double[] z; private final double[] D; - private final Problem prob; - public L2R_LrFunction( Problem prob, double[] C ) { + L2R_LrFunction(Problem prob, Parameter param, double[] C) { + super(prob, param, C); int l = prob.l; - - this.prob = prob; - - z = new double[l]; D = new double[l]; - this.C = C; } + @Override + protected double C_times_loss(int i, double wx_i) { + double ywx_i = wx_i * prob.y[i]; + if (ywx_i >= 0) + return C[i] * Math.log(1 + Math.exp(-ywx_i)); + else + return C[i] * (-ywx_i + Math.log(1 + Math.exp(ywx_i))); + } - private void Xv(double[] v, double[] Xv) { + @Override + public void grad(double[] w, double[] g) { + int i; + double[] y = prob.y; + int l = prob.l; + int w_size = get_nr_variable(); - for (int i = 0; i < prob.l; i++) { - Xv[i] = 0; - for (Feature s : prob.x[i]) { - Xv[i] += v[s.getIndex() - 1] * s.getValue(); - } + for (i = 0; i < l; i++) { + tmp[i] = 1 / (1 + Math.exp(-y[i] * wx[i])); + D[i] = tmp[i] * (1 - tmp[i]); + tmp[i] = C[i] * (tmp[i] - 1) * y[i]; } + XTv(tmp, g); + + for (i = 0; i < w_size; i++) + g[i] = w[i] + g[i]; + if (!regularize_bias) + g[w_size - 1] -= w[w_size - 1]; } - private void XTv(double[] v, double[] XTv) { + @Override + public void get_diag_preconditioner(double[] M) { int l = prob.l; int w_size = get_nr_variable(); Feature[][] x = prob.x; for (int i = 0; i < w_size; i++) - XTv[i] = 0; + M[i] = 1; + if (!regularize_bias) + M[w_size - 1] = 0; for (int i = 0; i < l; i++) { - for (Feature s : x[i]) { - XTv[s.getIndex() - 1] += v[i] * s.getValue(); + for (Feature xi : x[i]) { + M[xi.getIndex() - 1] += xi.getValue() * xi.getValue() * C[i] * D[i]; } } } - - public double fun(double[] w) { + @Override + public void Hv(double[] s, double[] Hs) { int i; - double f = 0; - double[] y = prob.y; int l = prob.l; int w_size = get_nr_variable(); - - Xv(w, z); + Feature[][] x = prob.x; for (i = 0; i < w_size; i++) - f += w[i] * w[i]; - f /= 2.0; + Hs[i] = 0; for (i = 0; i < l; i++) { - double yz = y[i] * z[i]; - if (yz >= 0) - f += C[i] * Math.log(1 + Math.exp(-yz)); - else - f += C[i] * (-yz + Math.log(1 + Math.exp(yz))); - } - - return (f); - } + Feature[] xi = x[i]; + double xTs = SparseOperator.dot(s, xi); - public void grad(double[] w, double[] g) { - int i; - double[] y = prob.y; - int l = prob.l; - int w_size = get_nr_variable(); + xTs = C[i] * D[i] * xTs; - for (i = 0; i < l; i++) { - z[i] = 1 / (1 + Math.exp(-y[i] * z[i])); - D[i] = z[i] * (1 - z[i]); - z[i] = C[i] * (z[i] - 1) * y[i]; + SparseOperator.axpy(xTs, xi, Hs); } - XTv(z, g); - - for (i = 0; i < w_size; i++) - g[i] = w[i] + g[i]; - } - - public void Hv(double[] s, double[] Hs) { - int i; - int l = prob.l; - int w_size = get_nr_variable(); - double[] wa = new double[l]; - - Xv(s, wa); - for (i = 0; i < l; i++) - wa[i] = C[i] * D[i] * wa[i]; - - XTv(wa, Hs); for (i = 0; i < w_size; i++) Hs[i] = s[i] + Hs[i]; - // delete[] wa; - } - - public int get_nr_variable() { - return prob.n; + if (!regularize_bias) + Hs[w_size - 1] -= s[w_size - 1]; } } diff --git a/src/main/java/de/bwaldvogel/liblinear/Linear.java b/src/main/java/de/bwaldvogel/liblinear/Linear.java index 98ff061..0fb809b 100644 --- a/src/main/java/de/bwaldvogel/liblinear/Linear.java +++ b/src/main/java/de/bwaldvogel/liblinear/Linear.java @@ -1,46 +1,47 @@ package de.bwaldvogel.liblinear; +import static de.bwaldvogel.liblinear.SolverType.*; + import java.io.BufferedReader; -import java.io.BufferedWriter; -import java.io.Closeable; import java.io.EOFException; import java.io.File; -import java.io.FileInputStream; -import java.io.FileOutputStream; import java.io.IOException; -import java.io.InputStreamReader; -import java.io.OutputStreamWriter; import java.io.PrintStream; import java.io.Reader; import java.io.Writer; import java.nio.charset.Charset; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.Arrays; import java.util.Formatter; import java.util.Locale; import java.util.Random; import java.util.regex.Pattern; +import de.bwaldvogel.liblinear.Heap.HeapType; + /** *

Java port of liblinear

* - *

The usage should be pretty similar to the C version of liblinear.

- *

Please consider reading the README file of liblinear.

+ *

The usage should be pretty similar to the C version of liblinear.

+ *

Please consider reading the README file of liblinear.

* *

The port was done by Benedikt Waldvogel (mail at bwaldvogel.de)

* - * @version 1.95 + * @version 2.44 */ public class Linear { - static final Charset FILE_CHARSET = Charset.forName("ISO-8859-1"); + static final int VERSION = 244; - static final Locale DEFAULT_LOCALE = Locale.ENGLISH; + static final Charset FILE_CHARSET = StandardCharsets.ISO_8859_1; - private static Object OUTPUT_MUTEX = new Object(); - private static PrintStream DEBUG_OUTPUT = System.out; + private static final Locale DEFAULT_LOCALE = Locale.ENGLISH; - private static final long DEFAULT_RANDOM_SEED = 0L; - static Random random = new Random(DEFAULT_RANDOM_SEED); + private static final Object OUTPUT_MUTEX = new Object(); + private static PrintStream DEBUG_OUTPUT = System.out; /** * @param target predicted classes @@ -59,7 +60,7 @@ public static void crossValidation(Problem prob, Parameter param, int nr_fold, d for (i = 0; i < l; i++) perm[i] = i; for (i = 0; i < l; i++) { - int j = i + random.nextInt(l - i); + int j = i + param.random.nextInt(l - i); swap(perm, i, j); } for (i = 0; i <= nr_fold; i++) @@ -94,6 +95,98 @@ public static void crossValidation(Problem prob, Parameter param, int nr_fold, d } } + public static ParameterSearchResult findParameters(Problem prob, Parameter param, int nr_fold, double start_C, double start_p) { + double best_C = Double.NaN; + double best_score = Double.NaN; + // prepare CV folds + int i; + int l = prob.l; + int[] perm = new int[l]; + Problem[] subprob = new Problem[nr_fold]; + + if (nr_fold > l) { + nr_fold = l; + System.err.println("WARNING: # folds > # data. Will use # folds = # data instead (i.e., leave-one-out cross validation)"); + } + int[] fold_start = new int[nr_fold + 1]; + for (i = 0; i < l; i++) + perm[i] = i; + for (i = 0; i < l; i++) { + int j = i + param.random.nextInt(l - i); + swap(perm, i, j); + } + for (i = 0; i <= nr_fold; i++) + fold_start[i] = i * l / nr_fold; + + for (i = 0; i < nr_fold; i++) { + int begin = fold_start[i]; + int end = fold_start[i + 1]; + int j, k; + + assert subprob[i] == null; + subprob[i] = new Problem(); + subprob[i].bias = prob.bias; + subprob[i].n = prob.n; + subprob[i].l = l - (end - begin); + subprob[i].x = new Feature[subprob[i].l][]; + subprob[i].y = new double[subprob[i].l]; + + k = 0; + for (j = 0; j < begin; j++) { + subprob[i].x[k] = prob.x[perm[j]]; + subprob[i].y[k] = prob.y[perm[j]]; + ++k; + } + for (j = end; j < l; j++) { + subprob[i].x[k] = prob.x[perm[j]]; + subprob[i].y[k] = prob.y[perm[j]]; + ++k; + } + } + + Parameter param_tmp = param.clone(); + double best_p = -1; + if (param.getSolverType() == L2R_LR || param.getSolverType() == L2R_L2LOSS_SVC) { + if (start_C <= 0) + start_C = calc_start_C(prob, param_tmp); + double max_C = 1024; + start_C = Math.min(start_C, max_C); + ParameterCSearchResult best_tmp = find_parameter_C(prob, param_tmp, start_C, max_C, fold_start, perm, subprob, nr_fold); + best_C = best_tmp.getBestC(); + best_score = best_tmp.getBestScore(); + } else if (param.getSolverType() == L2R_L2LOSS_SVR) { + double max_p = calc_max_p(prob); + int num_p_steps = 20; + double max_C = 1048576; + best_score = Double.POSITIVE_INFINITY; + i = num_p_steps - 1; + if (start_p > 0) + i = Math.min((int)(start_p / (max_p / num_p_steps)), i); + for (; i >= 0; i--) { + param_tmp.p = i * max_p / num_p_steps; + double start_C_tmp; + if (start_C <= 0) + start_C_tmp = calc_start_C(prob, param_tmp); + else + start_C_tmp = start_C; + start_C_tmp = Math.min(start_C_tmp, max_C); + + ParameterCSearchResult best_tmp = find_parameter_C(prob, param_tmp, start_C_tmp, max_C, fold_start, perm, subprob, nr_fold); + + if (best_tmp.getBestScore() < best_score) { + best_p = param_tmp.p; + best_C = best_tmp.getBestC(); + best_score = best_tmp.getBestScore(); + } + } + } else { + // Note: The upstream version of liblinear does *NOT* throw an exception in this case + throw new IllegalArgumentException("Unsupported solver: " + param.getSolverType()); + } + + return new ParameterSearchResult(best_C, best_score, best_p); + } + /** used as complex return type */ private static class GroupClassesReturn { @@ -102,7 +195,7 @@ private static class GroupClassesReturn { final int nr_class; final int[] start; - GroupClassesReturn( int nr_class, int[] label, int[] start, int[] count ) { + GroupClassesReturn(int nr_class, int[] label, int[] start, int[] count) { this.nr_class = nr_class; this.label = label; this.start = start; @@ -133,8 +226,8 @@ private static GroupClassesReturn groupClasses(Problem prob, int[] perm) { if (j == nr_class) { if (nr_class == max_nr_class) { max_nr_class *= 2; - label = copyOf(label, max_nr_class); - count = copyOf(count, max_nr_class); + label = Arrays.copyOf(label, max_nr_class); + count = Arrays.copyOf(count, max_nr_class); } label[nr_class] = this_label; count[nr_class] = 1; @@ -175,7 +268,8 @@ private static GroupClassesReturn groupClasses(Problem prob, int[] perm) { static void info(String message) { synchronized (OUTPUT_MUTEX) { - if (DEBUG_OUTPUT == null) return; + if (DEBUG_OUTPUT == null) + return; DEBUG_OUTPUT.printf(message); DEBUG_OUTPUT.flush(); } @@ -183,7 +277,8 @@ static void info(String message) { static void info(String format, Object... args) { synchronized (OUTPUT_MUTEX) { - if (DEBUG_OUTPUT == null) return; + if (DEBUG_OUTPUT == null) + return; DEBUG_OUTPUT.printf(format, args); DEBUG_OUTPUT.flush(); } @@ -195,7 +290,8 @@ static void info(String format, Object... args) { * @throws NumberFormatException see {@link Double#parseDouble(String)} */ static double atof(String s) { - if (s == null || s.length() < 1) throw new IllegalArgumentException("Can't convert empty string to integer"); + if (s == null || s.length() < 1) + throw new IllegalArgumentException("Can't convert empty string to integer"); double d = Double.parseDouble(s); if (Double.isNaN(d) || Double.isInfinite(d)) { throw new IllegalArgumentException("NaN or Infinity in input: " + s); @@ -209,30 +305,14 @@ static double atof(String s) { * @throws NumberFormatException see {@link Integer#parseInt(String)} */ static int atoi(String s) throws NumberFormatException { - if (s == null || s.length() < 1) throw new IllegalArgumentException("Can't convert empty string to integer"); + if (s == null || s.length() < 1) + throw new IllegalArgumentException("Can't convert empty string to integer"); // Integer.parseInt doesn't accept '+' prefixed strings - if (s.charAt(0) == '+') s = s.substring(1); + if (s.charAt(0) == '+') + s = s.substring(1); return Integer.parseInt(s); } - /** - * Java5 'backport' of Arrays.copyOf - */ - public static double[] copyOf(double[] original, int newLength) { - double[] copy = new double[newLength]; - System.arraycopy(original, 0, copy, 0, Math.min(original.length, newLength)); - return copy; - } - - /** - * Java5 'backport' of Arrays.copyOf - */ - public static int[] copyOf(int[] original, int newLength) { - int[] copy = new int[newLength]; - System.arraycopy(original, 0, copy, 0, Math.min(original.length, newLength)); - return copy; - } - /** * Loads the model from inputReader. * It uses {@link java.util.Locale#ENGLISH} for number formatting. @@ -253,22 +333,19 @@ public static Model loadModel(Reader inputReader) throws IOException { reader = new BufferedReader(inputReader); } - String line = null; + String line; while ((line = reader.readLine()) != null) { String[] split = whitespace.split(line); if (split[0].equals("solver_type")) { - SolverType solver = SolverType.valueOf(split[1]); - if (solver == null) { - throw new RuntimeException("unknown solver type"); - } - model.solverType = solver; + model.solverType = SolverType.valueOf(split[1]); } else if (split[0].equals("nr_class")) { model.nr_class = atoi(split[1]); - Integer.parseInt(split[1]); } else if (split[0].equals("nr_feature")) { model.nr_feature = atoi(split[1]); } else if (split[0].equals("bias")) { model.bias = atof(split[1]); + } else if (split[0].equals("rho")) { + model.rho = atof(split[1]); } else if (split[0].equals("w")) { break; } else if (split[0].equals("label")) { @@ -282,10 +359,12 @@ public static Model loadModel(Reader inputReader) throws IOException { } int w_size = model.nr_feature; - if (model.bias >= 0) w_size++; + if (model.bias >= 0) + w_size++; int nr_w = model.nr_class; - if (model.nr_class == 2 && model.solverType != SolverType.MCSVM_CS) nr_w = 1; + if (model.nr_class == 2 && model.solverType != MCSVM_CS) + nr_w = 1; model.w = new double[w_size * nr_w]; int[] buffer = new int[128]; @@ -302,6 +381,11 @@ public static Model loadModel(Reader inputReader) throws IOException { model.w[i * nr_w + j] = atof(new String(buffer, 0, b)); break; } else { + if (b >= buffer.length) { + throw new RuntimeException("illegal weight in model file at index " + (i * nr_w + j) + ", with string content '" + + new String(buffer, 0, buffer.length) + "', is not terminated " + + "with a whitespace character, or is longer than expected (" + buffer.length + " characters max)."); + } buffer[b++] = ch; } } @@ -313,23 +397,23 @@ public static Model loadModel(Reader inputReader) throws IOException { /** * Loads the model from the file with ISO-8859-1 charset. - * It uses {@link java.util.Locale#ENGLISH} for number formatting. + * It uses {@link Locale#ENGLISH} for number formatting. + * + * @deprecated use {@link Linear#loadModel(Path)} instead */ + @Deprecated public static Model loadModel(File modelFile) throws IOException { - BufferedReader inputReader = new BufferedReader(new InputStreamReader(new FileInputStream(modelFile), FILE_CHARSET)); - try { - return loadModel(inputReader); - } - finally { - inputReader.close(); - } + return loadModel(modelFile.toPath()); } - static void closeQuietly(Closeable c) { - if (c == null) return; - try { - c.close(); - } catch (Throwable t) {} + /** + * Loads the model from the file with ISO-8859-1 charset. + * It uses {@link java.util.Locale#ENGLISH} for number formatting. + */ + public static Model loadModel(Path modelPath) throws IOException { + try (Reader inputReader = Files.newBufferedReader(modelPath, FILE_CHARSET)) { + return loadModel(inputReader); + } } public static double predict(Model model, Feature[] x) { @@ -390,7 +474,7 @@ public static double predictValues(Model model, Feature[] x, double[] dec_values double[] w = model.w; int nr_w; - if (model.nr_class == 2 && model.solverType != SolverType.MCSVM_CS) + if (model.nr_class == 2 && model.solverType != MCSVM_CS) nr_w = 1; else nr_w = model.nr_class; @@ -407,16 +491,22 @@ public static double predictValues(Model model, Feature[] x, double[] dec_values } } } + if (model.solverType.isOneClass()) { + dec_values[0] -= model.rho; + } if (model.nr_class == 2) { if (model.solverType.isSupportVectorRegression()) return dec_values[0]; + else if (model.solverType.isOneClass()) + return (dec_values[0] > 0) ? 1 : -1; else return (dec_values[0] > 0) ? model.label[0] : model.label[1]; } else { int dec_max_idx = 0; for (int i = 1; i < model.nr_class; i++) { - if (dec_values[i] > dec_values[dec_max_idx]) dec_max_idx = i; + if (dec_values[i] > dec_values[dec_max_idx]) + dec_max_idx = i; } return model.label[dec_max_idx]; } @@ -425,7 +515,8 @@ public static double predictValues(Model model, Feature[] x, double[] dec_values static void printf(Formatter formatter, String format, Object... args) throws IOException { formatter.format(format, args); IOException ioException = formatter.ioException(); - if (ioException != null) throw ioException; + if (ioException != null) + throw ioException; } /** @@ -437,13 +528,14 @@ static void printf(Formatter formatter, String format, Object... args) throws IO public static void saveModel(Writer modelOutput, Model model) throws IOException { int nr_feature = model.nr_feature; int w_size = nr_feature; - if (model.bias >= 0) w_size++; + if (model.bias >= 0) + w_size++; int nr_w = model.nr_class; - if (model.nr_class == 2 && model.solverType != SolverType.MCSVM_CS) nr_w = 1; + if (model.nr_class == 2 && model.solverType != MCSVM_CS) + nr_w = 1; - Formatter formatter = new Formatter(modelOutput, DEFAULT_LOCALE); - try { + try (Formatter formatter = new Formatter(modelOutput, DEFAULT_LOCALE)) { printf(formatter, "solver_type %s\n", model.solverType.name()); printf(formatter, "nr_class %d\n", model.nr_class); @@ -456,18 +548,21 @@ public static void saveModel(Writer modelOutput, Model model) throws IOException } printf(formatter, "nr_feature %d\n", nr_feature); - printf(formatter, "bias %.16g\n", model.bias); + printf(formatter, "bias %.17g\n", model.bias); + + if (model.solverType.isOneClass()) + printf(formatter, "rho %.17g\n", model.rho); printf(formatter, "w\n"); for (int i = 0; i < w_size; i++) { for (int j = 0; j < nr_w; j++) { double value = model.w[i * nr_w + j]; - /** this optimization is the reason for {@link Model#equals(double[], double[])} */ + /* this optimization is the reason for {@link Model#equals(double[], double[])} */ if (value == 0.0) { printf(formatter, "%d ", 0); } else { - printf(formatter, "%.16g ", value); + printf(formatter, "%.17g ", value); } } printf(formatter, "\n"); @@ -475,20 +570,30 @@ public static void saveModel(Writer modelOutput, Model model) throws IOException formatter.flush(); IOException ioException = formatter.ioException(); - if (ioException != null) throw ioException; - } - finally { - formatter.close(); + if (ioException != null) + throw ioException; } } /** * Writes the model to the file with ISO-8859-1 charset. - * It uses {@link java.util.Locale#ENGLISH} for number formatting. + * It uses {@link Locale#ENGLISH} for number formatting. + * + * @deprecated use {@link Linear#saveModel(Path, Model)} instead */ + @Deprecated public static void saveModel(File modelFile, Model model) throws IOException { - BufferedWriter modelOutput = new BufferedWriter(new OutputStreamWriter(new FileOutputStream(modelFile), FILE_CHARSET)); - saveModel(modelOutput, model); + saveModel(modelFile.toPath(), model); + } + + /** + * Writes the model to the file with ISO-8859-1 charset. + * It uses {@link java.util.Locale#ENGLISH} for number formatting. + */ + public static void saveModel(Path modelPath, Model model) throws IOException { + try (Writer modelWriter = Files.newBufferedWriter(modelPath, FILE_CHARSET)) { + saveModel(modelWriter, model); + } } /* @@ -510,13 +615,13 @@ private static int GETI(byte[] y, int i) { * D is a diagonal matrix * * In L1-SVM case: - * upper_bound_i = Cp if y_i = 1 - * upper_bound_i = Cn if y_i = -1 - * D_ii = 0 + * upper_bound_i = Cp if y_i = 1 + * upper_bound_i = Cn if y_i = -1 + * D_ii = 0 * In L2-SVM case: - * upper_bound_i = INF - * D_ii = 1/(2*Cp) if y_i = 1 - * D_ii = 1/(2*Cn) if y_i = -1 + * upper_bound_i = INF + * D_ii = 1/(2*Cp) if y_i = 1 + * D_ii = 1/(2*Cn) if y_i = -1 * * Given: * x, y, Cp, Cn @@ -524,16 +629,19 @@ private static int GETI(byte[] y, int i) { * * solution will be put in w * + * this function returns the number of iterations + * * See Algorithm 3 of Hsieh et al., ICML 2008 * */ - private static void solve_l2r_l1l2_svc(Problem prob, double[] w, double eps, double Cp, double Cn, SolverType solver_type) { + private static int solve_l2r_l1l2_svc(Problem prob, Parameter param, double[] w, double Cp, double Cn, int max_iter) { int l = prob.l; int w_size = prob.n; + double eps = param.eps; + SolverType solver_type = param.solverType; int i, s, iter = 0; double C, d, G; double[] QD = new double[l]; - int max_iter = 1000; int[] index = new int[l]; double[] alpha = new double[l]; byte[] y = new byte[l]; @@ -548,7 +656,7 @@ private static void solve_l2r_l1l2_svc(Problem prob, double[] w, double eps, dou // default solver_type: L2R_L2LOSS_SVC_DUAL double diag[] = new double[] {0.5 / Cn, 0, 0.5 / Cp}; double upper_bound[] = new double[] {Double.POSITIVE_INFINITY, 0, Double.POSITIVE_INFINITY}; - if (solver_type == SolverType.L2R_L1LOSS_SVC_DUAL) { + if (solver_type == L2R_L1LOSS_SVC_DUAL) { diag[0] = 0; diag[2] = 0; upper_bound[0] = Cn; @@ -573,11 +681,10 @@ private static void solve_l2r_l1l2_svc(Problem prob, double[] w, double eps, dou for (i = 0; i < l; i++) { QD[i] = diag[GETI(y, i)]; - for (Feature xi : prob.x[i]) { - double val = xi.getValue(); - QD[i] += val * val; - w[xi.getIndex() - 1] += y[i] * alpha[i] * val; - } + Feature[] xi = prob.x[i]; + QD[i] += SparseOperator.nrm2_sq(xi); + SparseOperator.axpy(y[i] * alpha[i], xi, w); + index[i] = i; } @@ -586,19 +693,16 @@ private static void solve_l2r_l1l2_svc(Problem prob, double[] w, double eps, dou PGmin_new = Double.POSITIVE_INFINITY; for (i = 0; i < active_size; i++) { - int j = i + random.nextInt(active_size - i); + int j = i + param.random.nextInt(active_size - i); swap(index, i, j); } for (s = 0; s < active_size; s++) { i = index[s]; - G = 0; byte yi = y[i]; + Feature[] xi = prob.x[i]; - for (Feature xi : prob.x[i]) { - G += w[xi.getIndex() - 1] * xi.getValue(); - } - G = G * yi - 1; + G = yi * SparseOperator.dot(w, xi) - 1; C = upper_bound[GETI(y, i)]; G += alpha[i] * diag[GETI(y, i)]; @@ -633,17 +737,16 @@ private static void solve_l2r_l1l2_svc(Problem prob, double[] w, double eps, dou double alpha_old = alpha[i]; alpha[i] = Math.min(Math.max(alpha[i] - G / QD[i], 0.0), C); d = (alpha[i] - alpha_old) * yi; - - for (Feature xi : prob.x[i]) { - w[xi.getIndex() - 1] += d * xi.getValue(); - } + SparseOperator.axpy(d, xi, w); } } iter++; - if (iter % 10 == 0) info("."); + if (iter % 10 == 0) + info("."); - if (PGmax_new - PGmin_new <= eps) { + if (PGmax_new - PGmin_new <= eps && + Math.abs(PGmax_new) <= eps && Math.abs(PGmin_new) <= eps) { if (active_size == l) break; else { @@ -656,12 +759,13 @@ private static void solve_l2r_l1l2_svc(Problem prob, double[] w, double eps, dou } PGmax_old = PGmax_new; PGmin_old = PGmin_new; - if (PGmax_old <= 0) PGmax_old = Double.POSITIVE_INFINITY; - if (PGmin_old >= 0) PGmin_old = Double.NEGATIVE_INFINITY; + if (PGmax_old <= 0) + PGmax_old = Double.POSITIVE_INFINITY; + if (PGmin_old >= 0) + PGmin_old = Double.NEGATIVE_INFINITY; } info("%noptimization finished, #iter = %d%n", iter); - if (iter >= max_iter) info("%nWARNING: reaching max number of iterations%nUsing -s 2 may be faster (also see FAQ)%n%n"); // calculate objective value @@ -671,10 +775,13 @@ private static void solve_l2r_l1l2_svc(Problem prob, double[] w, double eps, dou v += w[i] * w[i]; for (i = 0; i < l; i++) { v += alpha[i] * (alpha[i] * diag[GETI(y, i)] - 2); - if (alpha[i] > 0) ++nSV; + if (alpha[i] > 0) + ++nSV; } info("Objective value = %g%n", v / 2); info("nSV = %d%n", nSV); + + return iter; } // To support weights for instances, use GETI(i) (i) @@ -693,11 +800,11 @@ private static int GETI_SVR(int i) { * D is a diagonal matrix * * In L1-SVM case: - * upper_bound_i = C - * lambda_i = 0 + * upper_bound_i = C + * lambda_i = 0 * In L2-SVM case: - * upper_bound_i = INF - * lambda_i = 1/(2*C) + * upper_bound_i = INF + * lambda_i = 1/(2*C) * * Given: * x, y, p, C @@ -705,23 +812,25 @@ private static int GETI_SVR(int i) { * * solution will be put in w * + * this function returns the number of iterations + * * See Algorithm 4 of Ho and Lin, 2012 */ - private static void solve_l2r_l1l2_svr(Problem prob, double[] w, Parameter param) { + private static int solve_l2r_l1l2_svr(Problem prob, Parameter param, double[] w, int max_iter) { + SolverType solver_type = param.solverType; int l = prob.l; double C = param.C; double p = param.p; int w_size = prob.n; double eps = param.eps; int i, s, iter = 0; - int max_iter = param.getMaxIters(); int active_size = l; int[] index = new int[l]; double d, G, H; double Gmax_old = Double.POSITIVE_INFINITY; double Gmax_new, Gnorm1_new; - double Gnorm1_init= -1.0; // Gnorm1_init is initialized at the first iteration + double Gnorm1_init = -1.0; // Gnorm1_init is initialized at the first iteration double[] beta = new double[l]; double[] QD = new double[l]; double[] y = prob.y; @@ -730,9 +839,11 @@ private static void solve_l2r_l1l2_svr(Problem prob, double[] w, Parameter param double[] lambda = new double[] {0.5 / C}; double[] upper_bound = new double[] {Double.POSITIVE_INFINITY}; - if (param.solverType == SolverType.L2R_L1LOSS_SVR_DUAL) { + if (solver_type == L2R_L1LOSS_SVR_DUAL) { lambda[0] = 0; upper_bound[0] = C; + } else { + assert solver_type == L2R_L2LOSS_SVR_DUAL; } // Initial beta can be set here. Note that @@ -743,23 +854,19 @@ private static void solve_l2r_l1l2_svr(Problem prob, double[] w, Parameter param for (i = 0; i < w_size; i++) w[i] = 0; for (i = 0; i < l; i++) { - QD[i] = 0; - for (Feature xi : prob.x[i]) { - double val = xi.getValue(); - QD[i] += val * val; - w[xi.getIndex() - 1] += beta[i] * val; - } + Feature[] xi = prob.x[i]; + QD[i] = SparseOperator.nrm2_sq(xi); + SparseOperator.axpy(beta[i], xi, w); index[i] = i; } - while (iter < max_iter) { Gmax_new = 0; Gnorm1_new = 0; for (i = 0; i < active_size; i++) { - int j = i + random.nextInt(active_size - i); + int j = i + param.random.nextInt(active_size - i); swap(index, i, j); } @@ -768,11 +875,8 @@ private static void solve_l2r_l1l2_svr(Problem prob, double[] w, Parameter param G = -y[i] + lambda[GETI_SVR(i)] * beta[i]; H = QD[i] + lambda[GETI_SVR(i)]; - for (Feature xi : prob.x[i]) { - int ind = xi.getIndex() - 1; - double val = xi.getValue(); - G += val * w[ind]; - } + Feature[] xi = prob.x[i]; + G += SparseOperator.dot(w, xi); double Gp = G + p; double Gn = G - p; @@ -822,22 +926,22 @@ else if (Gn > H * beta[i]) else d = -beta[i]; - if (Math.abs(d) < 1.0e-12) continue; + if (Math.abs(d) < 1.0e-12) + continue; double beta_old = beta[i]; beta[i] = Math.min(Math.max(beta[i] + d, -upper_bound[GETI_SVR(i)]), upper_bound[GETI_SVR(i)]); d = beta[i] - beta_old; - if (d != 0) { - for (Feature xi : prob.x[i]) { - w[xi.getIndex() - 1] += d * xi.getValue(); - } - } + if (d != 0) + SparseOperator.axpy(d, xi, w); } - if (iter == 0) Gnorm1_init = Gnorm1_new; + if (iter == 0) + Gnorm1_init = Gnorm1_new; iter++; - if (iter % 10 == 0) info("."); + if (iter % 10 == 0) + info("."); if (Gnorm1_new <= eps * Gnorm1_init) { if (active_size == l) @@ -854,7 +958,6 @@ else if (Gn > H * beta[i]) } info("%noptimization finished, #iter = %d%n", iter); - if (iter >= max_iter) info("%nWARNING: reaching max number of iterations%nUsing -s 11 may be faster%n%n"); // calculate objective value double v = 0; @@ -864,11 +967,14 @@ else if (Gn > H * beta[i]) v = 0.5 * v; for (i = 0; i < l; i++) { v += p * Math.abs(beta[i]) - y[i] * beta[i] + 0.5 * lambda[GETI_SVR(i)] * beta[i] * beta[i]; - if (beta[i] != 0) nSV++; + if (beta[i] != 0) + nSV++; } info("Objective value = %g%n", v); info("nSV = %d%n", nSV); + + return iter; } /** @@ -888,24 +994,26 @@ else if (Gn > H * beta[i]) * * solution will be put in w * + * this function returns the number of iterations + * * See Algorithm 5 of Yu et al., MLJ 2010 * * * @since 1.7 */ - private static void solve_l2r_lr_dual(Problem prob, double w[], double eps, double Cp, double Cn) { + private static int solve_l2r_lr_dual(Problem prob, Parameter param, double[] w, double Cp, double Cn, int max_iter) { int l = prob.l; int w_size = prob.n; + double eps = param.eps; int i, s, iter = 0; - double xTx[] = new double[l]; - int max_iter = 1000; - int index[] = new int[l]; - double alpha[] = new double[2 * l]; // store alpha and C - alpha - byte y[] = new byte[l]; + double[] xTx = new double[l]; + int[] index = new int[l]; + double[] alpha = new double[2 * l]; // store alpha and C - alpha + byte[] y = new byte[l]; int max_inner_iter = 100; // for inner Newton double innereps = 1e-2; double innereps_min = Math.min(1e-8, eps); - double upper_bound[] = new double[] {Cn, 0, Cp}; + double[] upper_bound = new double[] {Cn, 0, Cp}; for (i = 0; i < l; i++) { if (prob.y[i] > 0) { @@ -926,31 +1034,26 @@ private static void solve_l2r_lr_dual(Problem prob, double w[], double eps, doub for (i = 0; i < w_size; i++) w[i] = 0; for (i = 0; i < l; i++) { - xTx[i] = 0; - for (Feature xi : prob.x[i]) { - double val = xi.getValue(); - xTx[i] += val * val; - w[xi.getIndex() - 1] += y[i] * alpha[2 * i] * val; - } + Feature[] xi = prob.x[i]; + xTx[i] = SparseOperator.nrm2_sq(xi); + SparseOperator.axpy(y[i] * alpha[2 * i], xi, w); index[i] = i; } while (iter < max_iter) { for (i = 0; i < l; i++) { - int j = i + random.nextInt(l - i); + int j = i + param.random.nextInt(l - i); swap(index, i, j); } int newton_iter = 0; double Gmax = 0; for (s = 0; s < l; s++) { i = index[s]; - byte yi = y[i]; + final byte yi = y[i]; double C = upper_bound[GETI(y, i)]; double ywTx = 0, xisq = xTx[i]; - for (Feature xi : prob.x[i]) { - ywTx += w[xi.getIndex() - 1] * xi.getValue(); - } - ywTx *= y[i]; + Feature[] xi = prob.x[i]; + ywTx = yi * SparseOperator.dot(w, xi); double a = xisq, b = ywTx; // Decide to minimize g_1(z) or g_2(z) @@ -964,7 +1067,8 @@ private static void solve_l2r_lr_dual(Problem prob, double w[], double eps, doub // g_t(z) = z*log(z) + (C-z)*log(C-z) + 0.5a(z-alpha_old)^2 + sign*b(z-alpha_old) double alpha_old = alpha[ind1]; double z = alpha_old; - if (C - z < 0.5 * C) z = 0.1 * z; + if (C - z < 0.5 * C) + z = 0.1 * z; double gp = a * (z - alpha_old) + sign * b + Math.log(z / (C - z)); Gmax = Math.max(Gmax, Math.abs(gp)); @@ -972,7 +1076,8 @@ private static void solve_l2r_lr_dual(Problem prob, double w[], double eps, doub final double eta = 0.1; // xi in the paper int inner_iter = 0; while (inner_iter <= max_inner_iter) { - if (Math.abs(gp) < innereps) break; + if (Math.abs(gp) < innereps) + break; double gpp = a + C / (C - z) / z; double tmpz = z - gp / gpp; if (tmpz <= 0) @@ -989,16 +1094,16 @@ private static void solve_l2r_lr_dual(Problem prob, double w[], double eps, doub { alpha[ind1] = z; alpha[ind2] = C - z; - for (Feature xi : prob.x[i]) { - w[xi.getIndex() - 1] += sign * (z - alpha_old) * yi * xi.getValue(); - } + SparseOperator.axpy(sign * (z - alpha_old) * yi, xi, w); } } iter++; - if (iter % 10 == 0) info("."); + if (iter % 10 == 0) + info("."); - if (Gmax < eps) break; + if (Gmax < eps) + break; if (newton_iter <= l / 10) { innereps = Math.max(innereps_min, 0.1 * innereps); @@ -1007,7 +1112,6 @@ private static void solve_l2r_lr_dual(Problem prob, double w[], double eps, doub } info("%noptimization finished, #iter = %d%n", iter); - if (iter >= max_iter) info("%nWARNING: reaching max number of iterations%nUsing -s 0 may be faster (also see FAQ)%n%n"); // calculate objective value @@ -1017,8 +1121,10 @@ private static void solve_l2r_lr_dual(Problem prob, double w[], double eps, doub v *= 0.5; for (i = 0; i < l; i++) v += alpha[2 * i] * Math.log(alpha[2 * i]) + alpha[2 * i + 1] * Math.log(alpha[2 * i + 1]) - upper_bound[GETI(y, i)] - * Math.log(upper_bound[GETI(y, i)]); + * Math.log(upper_bound[GETI(y, i)]); info("Objective value = %g%n", v); + + return iter; } /** @@ -1034,16 +1140,22 @@ private static void solve_l2r_lr_dual(Problem prob, double w[], double eps, doub * * solution will be put in w * + * this function returns the number of iterations + * * See Yuan et al. (2010) and appendix of LIBLINEAR paper, Fan et al. (2008) + * + * To not regularize the bias (i.e., regularize_bias = 0), a constant feature = 1 + * must have been added to the original data. (see -B and -R option) * * * @since 1.5 */ - private static void solve_l1r_l2_svc(Problem prob_col, double[] w, double eps, double Cp, double Cn) { + private static int solve_l1r_l2_svc(Problem prob_col, Parameter param, double[] w, + double Cp, double Cn, double eps, int max_iter) { int l = prob_col.l; int w_size = prob_col.n; + boolean regularize_bias = param.regularize_bias; int j, s, iter = 0; - int max_iter = 1000; int active_size = w_size; int max_num_linesearch = 20; @@ -1093,7 +1205,7 @@ private static void solve_l1r_l2_svc(Problem prob_col, double[] w, double eps, d Gnorm1_new = 0; for (j = 0; j < active_size; j++) { - int i = j + random.nextInt(active_size - j); + int i = j + param.random.nextInt(active_size - j); swap(index, i, j); } @@ -1117,50 +1229,65 @@ private static void solve_l1r_l2_svc(Problem prob_col, double[] w, double eps, d H *= 2; H = Math.max(H, 1e-12); - double Gp = G + 1; - double Gn = G - 1; double violation = 0; - if (w[j] == 0) { - if (Gp < 0) - violation = -Gp; - else if (Gn > 0) - violation = Gn; - else if (Gp > Gmax_old / l && Gn < -Gmax_old / l) { - active_size--; - swap(index, s, active_size); - s--; - continue; - } - } else if (w[j] > 0) - violation = Math.abs(Gp); - else - violation = Math.abs(Gn); - + double Gp = 0, Gn = 0; + if (j == w_size - 1 && !regularize_bias) + violation = Math.abs(G); + else { + Gp = G + 1; + Gn = G - 1; + if (w[j] == 0) { + if (Gp < 0) + violation = -Gp; + else if (Gn > 0) + violation = Gn; + else if (Gp > Gmax_old / l && Gn < -Gmax_old / l) { + active_size--; + swap(index, s, active_size); + s--; + continue; + } + } else if (w[j] > 0) + violation = Math.abs(Gp); + else + violation = Math.abs(Gn); + } Gmax_new = Math.max(Gmax_new, violation); Gnorm1_new += violation; // obtain Newton direction d - if (Gp < H * w[j]) - d = -Gp / H; - else if (Gn > H * w[j]) - d = -Gn / H; - else - d = -w[j]; + if (j == w_size - 1 && !regularize_bias) + d = -G / H; + else { + if (Gp < H * w[j]) + d = -Gp / H; + else if (Gn > H * w[j]) + d = -Gn / H; + else + d = -w[j]; + } - if (Math.abs(d) < 1.0e-12) continue; + if (Math.abs(d) < 1.0e-12) + continue; - double delta = Math.abs(w[j] + d) - Math.abs(w[j]) + G * d; + double delta; + if (j == w_size - 1 && !regularize_bias) + delta = G * d; + else + delta = Math.abs(w[j] + d) - Math.abs(w[j]) + G * d; d_old = 0; int num_linesearch; for (num_linesearch = 0; num_linesearch < max_num_linesearch; num_linesearch++) { d_diff = d_old - d; - cond = Math.abs(w[j] + d) - Math.abs(w[j]) - sigma * delta; + if (j == w_size - 1 && !regularize_bias) + cond = -sigma * delta; + else + cond = Math.abs(w[j] + d) - Math.abs(w[j]) - sigma * delta; appxcond = xj_sq[j] * d * d + G_loss * d + cond; if (appxcond <= 0) { - for (Feature x : prob_col.x[j]) { - b[x.getIndex() - 1] += d_diff * x.getValue(); - } + Feature[] x = prob_col.x[j]; + SparseOperator.axpy(d_diff, x, b); break; } @@ -1209,10 +1336,10 @@ else if (Gn > H * w[j]) b[i] = 1; for (int i = 0; i < w_size; i++) { - if (w[i] == 0) continue; - for (Feature x : prob_col.x[i]) { - b[x.getIndex() - 1] -= w[i] * x.getValue(); - } + if (w[i] == 0) + continue; + Feature[] x = prob_col.x[i]; + SparseOperator.axpy(-w[i], x, b); } } } @@ -1221,9 +1348,10 @@ else if (Gn > H * w[j]) Gnorm1_init = Gnorm1_new; } iter++; - if (iter % 10 == 0) info("."); + if (iter % 10 == 0) + info("."); - if (Gmax_new <= eps * Gnorm1_init) { + if (Gnorm1_new <= eps * Gnorm1_init) { if (active_size == w_size) break; else { @@ -1238,7 +1366,8 @@ else if (Gn > H * w[j]) } info("%noptimization finished, #iter = %d%n", iter); - if (iter >= max_iter) info("%nWARNING: reaching max number of iterations%n"); + if (iter >= max_iter) + info("%nWARNING: reaching max number of iterations%n"); // calculate objective value @@ -1253,11 +1382,16 @@ else if (Gn > H * w[j]) nnz++; } } + if (!regularize_bias) + v -= Math.abs(w[w_size - 1]); for (j = 0; j < l; j++) - if (b[j] > 0) v += C[GETI(y, j)] * b[j] * b[j]; + if (b[j] > 0) + v += C[GETI(y, j)] * b[j] * b[j]; info("Objective value = %g%n", v); info("#nonzeros/#features = %d/%d%n", nnz, w_size); + + return iter; } /** @@ -1273,17 +1407,22 @@ else if (Gn > H * w[j]) * * solution will be put in w * + * this function returns the number of iterations + * * See Yuan et al. (2011) and appendix of LIBLINEAR paper, Fan et al. (2008) + * + * To not regularize the bias (i.e., regularize_bias = 0), a constant feature = 1 + * must have been added to the original data. (see -B and -R option) * * * @since 1.5 */ - private static void solve_l1r_lr(Problem prob_col, double[] w, double eps, double Cp, double Cn) { + private static int solve_l1r_lr(Problem prob_col, Parameter param, double[] w, double Cp, double Cn, double eps, int max_iter) { int l = prob_col.l; int w_size = prob_col.n; + boolean regularize_bias = param.regularize_bias; int j, s, newton_iter = 0, iter = 0; int max_newton_iter = 100; - int max_iter = 1000; int max_num_linesearch = 20; int active_size; int QP_active_size; @@ -1342,6 +1481,9 @@ private static void solve_l1r_lr(Problem prob_col, double[] w, double eps, doubl } } } + if (!regularize_bias) + w_norm -= Math.abs(w[w_size - 1]); + for (j = 0; j < l; j++) { exp_wTx[j] = Math.exp(exp_wTx[j]); double tau_tmp = 1 / (1 + exp_wTx[j]); @@ -1367,33 +1509,38 @@ private static void solve_l1r_lr(Problem prob_col, double[] w, double eps, doubl } Grad[j] = -tmp + xjneg_sum[j]; - double Gp = Grad[j] + 1; - double Gn = Grad[j] - 1; double violation = 0; - if (w[j] == 0) { - if (Gp < 0) - violation = -Gp; - else if (Gn > 0) - violation = Gn; - //outer-level shrinking - else if (Gp > Gmax_old / l && Gn < -Gmax_old / l) { - active_size--; - swap(index, s, active_size); - s--; - continue; - } - } else if (w[j] > 0) - violation = Math.abs(Gp); - else - violation = Math.abs(Gn); - + if (j == w_size - 1 && !regularize_bias) + violation = Math.abs(Grad[j]); + else { + double Gp = Grad[j] + 1; + double Gn = Grad[j] - 1; + if (w[j] == 0) { + if (Gp < 0) + violation = -Gp; + else if (Gn > 0) + violation = Gn; + //outer-level shrinking + else if (Gp > Gmax_old / l && Gn < -Gmax_old / l) { + active_size--; + swap(index, s, active_size); + s--; + continue; + } + } else if (w[j] > 0) + violation = Math.abs(Gp); + else + violation = Math.abs(Gn); + } Gmax_new = Math.max(Gmax_new, violation); Gnorm1_new += violation; } - if (newton_iter == 0) Gnorm1_init = Gnorm1_new; + if (newton_iter == 0) + Gnorm1_init = Gnorm1_new; - if (Gnorm1_new <= eps * Gnorm1_init) break; + if (Gnorm1_new <= eps * Gnorm1_init) + break; iter = 0; QP_Gmax_old = Double.POSITIVE_INFINITY; @@ -1408,7 +1555,7 @@ else if (Gp > Gmax_old / l && Gn < -Gmax_old / l) { QP_Gnorm1_new = 0; for (j = 0; j < QP_active_size; j++) { - int i = random.nextInt(QP_active_size - j); + int i = param.random.nextInt(QP_active_size - j); swap(index, i, j); } @@ -1422,46 +1569,51 @@ else if (Gp > Gmax_old / l && Gn < -Gmax_old / l) { G += x.getValue() * D[ind] * xTd[ind]; } - double Gp = G + 1; - double Gn = G - 1; double violation = 0; - if (wpd[j] == 0) { - if (Gp < 0) - violation = -Gp; - else if (Gn > 0) - violation = Gn; - //inner-level shrinking - else if (Gp > QP_Gmax_old / l && Gn < -QP_Gmax_old / l) { - QP_active_size--; - swap(index, s, QP_active_size); - s--; - continue; - } - } else if (wpd[j] > 0) - violation = Math.abs(Gp); - else - violation = Math.abs(Gn); - + if (j == w_size - 1 && !regularize_bias) { + // bias term not shrunken + violation = Math.abs(G); + z = -G / H; + } else { + double Gp = G + 1; + double Gn = G - 1; + if (wpd[j] == 0) { + if (Gp < 0) + violation = -Gp; + else if (Gn > 0) + violation = Gn; + //inner-level shrinking + else if (Gp > QP_Gmax_old / l && Gn < -QP_Gmax_old / l) { + QP_active_size--; + swap(index, s, QP_active_size); + s--; + continue; + } + } else if (wpd[j] > 0) + violation = Math.abs(Gp); + else + violation = Math.abs(Gn); + + // obtain solution of one-variable problem + if (Gp < H * wpd[j]) + z = -Gp / H; + else if (Gn > H * wpd[j]) + z = -Gn / H; + else + z = -wpd[j]; + } QP_Gmax_new = Math.max(QP_Gmax_new, violation); QP_Gnorm1_new += violation; - // obtain solution of one-variable problem - if (Gp < H * wpd[j]) - z = -Gp / H; - else if (Gn > H * wpd[j]) - z = -Gn / H; - else - z = -wpd[j]; - - if (Math.abs(z) < 1.0e-12) continue; + if (Math.abs(z) < 1.0e-12) { + continue; + } z = Math.min(Math.max(z, -10.0), 10.0); wpd[j] += z; - for (Feature x : prob_col.x[j]) { - int ind = x.getIndex() - 1; - xTd[ind] += x.getValue() * z; - } + Feature[] x = prob_col.x[j]; + SparseOperator.axpy(z, x, xTd); } iter++; @@ -1481,19 +1633,25 @@ else if (Gn > H * wpd[j]) QP_Gmax_old = QP_Gmax_new; } - if (iter >= max_iter) info("WARNING: reaching max number of inner iterations%n"); + if (iter >= max_iter) { + info("WARNING: reaching max number of inner iterations%n"); + } delta = 0; w_norm_new = 0; for (j = 0; j < w_size; j++) { delta += Grad[j] * (wpd[j] - w[j]); - if (wpd[j] != 0) w_norm_new += Math.abs(wpd[j]); + if (wpd[j] != 0) + w_norm_new += Math.abs(wpd[j]); } + if (!regularize_bias) + w_norm_new -= Math.abs(wpd[w_size - 1]); delta += (w_norm_new - w_norm); negsum_xTd = 0; for (int i = 0; i < l; i++) - if (y[i] == -1) negsum_xTd += C[GETI(y, i)] * xTd[i]; + if (y[i] == -1) + negsum_xTd += C[GETI(y, i)] * xTd[i]; int num_linesearch; for (num_linesearch = 0; num_linesearch < max_num_linesearch; num_linesearch++) { @@ -1520,8 +1678,11 @@ else if (Gn > H * wpd[j]) w_norm_new = 0; for (j = 0; j < w_size; j++) { wpd[j] = (w[j] + wpd[j]) * 0.5; - if (wpd[j] != 0) w_norm_new += Math.abs(wpd[j]); + if (wpd[j] != 0) + w_norm_new += Math.abs(wpd[j]); } + if (!regularize_bias) + w_norm_new -= Math.abs(wpd[w_size - 1]); delta *= 0.5; negsum_xTd *= 0.5; for (int i = 0; i < l; i++) @@ -1535,17 +1696,18 @@ else if (Gn > H * wpd[j]) exp_wTx[i] = 0; for (int i = 0; i < w_size; i++) { - if (w[i] == 0) continue; - for (Feature x : prob_col.x[i]) { - exp_wTx[x.getIndex() - 1] += w[i] * x.getValue(); - } + if (w[i] == 0) + continue; + Feature[] x = prob_col.x[i]; + SparseOperator.axpy(w[i], x, exp_wTx); } for (int i = 0; i < l; i++) exp_wTx[i] = Math.exp(exp_wTx[i]); } - if (iter == 1) inner_eps *= 0.25; + if (iter == 1) + inner_eps *= 0.25; newton_iter++; Gmax_old = Gmax_new; @@ -1555,7 +1717,9 @@ else if (Gn > H * wpd[j]) info("=========================%n"); info("optimization finished, #iter = %d%n", newton_iter); - if (newton_iter >= max_newton_iter) info("WARNING: reaching max number of iterations%n"); + if (newton_iter >= max_newton_iter) { + info("WARNING: reaching max number of iterations%n"); + } // calculate objective value @@ -1566,6 +1730,8 @@ else if (Gn > H * wpd[j]) v += Math.abs(w[j]); nnz++; } + if (!regularize_bias) + v -= Math.abs(w[w_size - 1]); for (j = 0; j < l; j++) if (y[j] == 1) v += C[GETI(y, j)] * Math.log(1 + 1 / exp_wTx[j]); @@ -1574,6 +1740,245 @@ else if (Gn > H * wpd[j]) info("Objective value = %g%n", v); info("#nonzeros/#features = %d/%d%n", nnz, w_size); + + return newton_iter; + } + + /* + * A two-level coordinate descent algorithm for + * a scaled one-class SVM dual problem + * + * min_\alpha 0.5(\alpha^T Q \alpha), + * s.t. 0 <= \alpha_i <= 1 and + * e^T \alpha = \nu l + * + * where Qij = xi^T xj + * + * Given: + * x, nu + * eps is the stopping tolerance + * + * solution will be put in w and rho + * + * this function returns the number of iterations + * + * See Algorithm 7 in supplementary materials of Chou et al., SDM 2020. + * + * @since 2.40 + */ + static int solve_oneclass_svm(Problem prob, Parameter param, double[] w, MutableDouble rho, int max_iter) { + int l = prob.l; + int w_size = prob.n; + double eps = param.eps; + double nu = param.nu; + int i, j, s, iter = 0; + double Gi, Gj; + double Qij, quad_coef, delta, sum; + double old_alpha_i; + double[] QD = new double[l]; + double[] G = new double[l]; + int[] index = new int[l]; + double[] alpha = new double[l]; + int max_inner_iter; + int active_size = l; + + double negGmax; // max { -grad(f)_i | alpha_i < 1 } + double negGmin; // min { -grad(f)_i | alpha_i > 0 } + + int[] most_violating_i = new int[l]; + int[] most_violating_j = new int[l]; + + int n = (int)(nu * l); // # of alpha's at upper bound + for (i = 0; i < n; i++) + alpha[i] = 1; + if (n < l) + alpha[i] = nu * l - n; + for (i = n + 1; i < l; i++) + alpha[i] = 0; + + for (i = 0; i < w_size; i++) + w[i] = 0; + for (i = 0; i < l; i++) { + Feature[] xi = prob.x[i]; + QD[i] = SparseOperator.nrm2_sq(xi); + SparseOperator.axpy(alpha[i], xi, w); + + index[i] = i; + } + + while (iter < max_iter) { + negGmax = Double.NEGATIVE_INFINITY; + negGmin = Double.POSITIVE_INFINITY; + + for (s = 0; s < active_size; s++) { + i = index[s]; + Feature[] xi = prob.x[i]; + G[i] = SparseOperator.dot(w, xi); + if (alpha[i] < 1) + negGmax = Math.max(negGmax, -G[i]); + if (alpha[i] > 0) + negGmin = Math.min(negGmin, -G[i]); + } + + if (negGmax - negGmin < eps) { + if (active_size == l) + break; + else { + active_size = l; + info("*"); + continue; + } + } + + for (s = 0; s < active_size; s++) { + i = index[s]; + if ((alpha[i] == 1 && -G[i] > negGmax) || + (alpha[i] == 0 && -G[i] < negGmin)) { + active_size--; + Linear.swap(index, s, active_size); + s--; + } + } + + max_inner_iter = Math.max(active_size / 10, 1); + Heap min_heap = new Heap(max_inner_iter, HeapType.MIN); + Heap max_heap = new Heap(max_inner_iter, HeapType.MAX); + + for (s = 0; s < active_size; s++) { + i = index[s]; + FeatureNode node = new FeatureNode(i, -G[i], false); + + if (alpha[i] < 1) { + if (min_heap.size() < max_inner_iter) + min_heap.push(node); + else if (min_heap.top().getValue() < node.getValue()) { + min_heap.pop(); + min_heap.push(node); + } + } + + if (alpha[i] > 0) { + if (max_heap.size() < max_inner_iter) + max_heap.push(node); + else if (max_heap.top().getValue() > node.getValue()) { + max_heap.pop(); + max_heap.push(node); + } + } + } + max_inner_iter = Math.min(min_heap.size(), max_heap.size()); + while (max_heap.size() > max_inner_iter) + max_heap.pop(); + while (min_heap.size() > max_inner_iter) + min_heap.pop(); + + for (s = max_inner_iter - 1; s >= 0; s--) { + most_violating_i[s] = min_heap.top().getIndex(); + most_violating_j[s] = max_heap.top().getIndex(); + min_heap.pop(); + max_heap.pop(); + } + + for (s = 0; s < max_inner_iter; s++) { + i = most_violating_i[s]; + j = most_violating_j[s]; + + if ((alpha[i] == 0 && alpha[j] == 0) || + (alpha[i] == 1 && alpha[j] == 1)) + continue; + + Feature[] xi = prob.x[i]; + Feature[] xj = prob.x[j]; + + Gi = SparseOperator.dot(w, xi); + Gj = SparseOperator.dot(w, xj); + + int violating_pair = 0; + if (alpha[i] < 1 && alpha[j] > 0 && -Gj + 1e-12 < -Gi) + violating_pair = 1; + else if (alpha[i] > 0 && alpha[j] < 1 && -Gi + 1e-12 < -Gj) + violating_pair = 1; + if (violating_pair == 0) + continue; + + Qij = SparseOperator.sparse_dot(xi, xj); + quad_coef = QD[i] + QD[j] - 2 * Qij; + if (quad_coef <= 0) + quad_coef = 1e-12; + delta = (Gi - Gj) / quad_coef; + old_alpha_i = alpha[i]; + sum = alpha[i] + alpha[j]; + alpha[i] = alpha[i] - delta; + alpha[j] = alpha[j] + delta; + if (sum > 1) { + if (alpha[i] > 1) { + alpha[i] = 1; + alpha[j] = sum - 1; + } + } else { + if (alpha[j] < 0) { + alpha[j] = 0; + alpha[i] = sum; + } + } + if (sum > 1) { + if (alpha[j] > 1) { + alpha[j] = 1; + alpha[i] = sum - 1; + } + } else { + if (alpha[i] < 0) { + alpha[i] = 0; + alpha[j] = sum; + } + } + delta = alpha[i] - old_alpha_i; + SparseOperator.axpy(delta, xi, w); + SparseOperator.axpy(-delta, xj, w); + } + iter++; + if (iter % 10 == 0) + info("."); + } + info("%noptimization finished, #iter = %d%n", iter); + if (iter >= max_iter) + info("%nWARNING: reaching max number of iterations%n%n"); + + // calculate object value + double v = 0; + for (i = 0; i < w_size; i++) + v += w[i] * w[i]; + int nSV = 0; + for (i = 0; i < l; i++) { + if (alpha[i] > 0) + ++nSV; + } + info("Objective value = %f%n", v / 2); + info("nSV = %d%n", nSV); + + // calculate rho + double nr_free = 0; + double ub = Double.POSITIVE_INFINITY, lb = Double.NEGATIVE_INFINITY, sum_free = 0; + for (i = 0; i < l; i++) { + double G_ = SparseOperator.dot(w, prob.x[i]); + if (alpha[i] == 1) + lb = Math.max(lb, G_); + else if (alpha[i] == 0) + ub = Math.min(ub, G_); + else { + ++nr_free; + sum_free += G_; + } + } + + if (nr_free > 0) + rho.set(sum_free / nr_free); + else + rho.set((ub + lb) / 2); + + info("rho = %f%n", rho.get()); + + return iter; } // transpose matrix X from row format to column format @@ -1631,17 +2036,36 @@ static void swap(IntArrayPointer array, int idxA, int idxB) { array.set(idxB, temp); } + static void swap(Feature[] array, int idxA, int idxB) { + Feature temp = array[idxA]; + array[idxA] = array[idxB]; + array[idxB] = temp; + } /** * @throws IllegalArgumentException if the feature nodes of prob are not sorted in ascending order */ public static Model train(Problem prob, Parameter param) { + if (prob == null) { + throw new IllegalArgumentException("problem must not be null"); + } + if (param == null) { + throw new IllegalArgumentException("parameter must not be null"); + } + if (param.eps <= 0) { + throw new IllegalArgumentException("eps <= 0"); + } + if (param.C <= 0) { + throw new IllegalArgumentException("C <= 0"); + } + if (param.p < 0 && param.solverType == L2R_L2LOSS_SVR) { + throw new IllegalArgumentException("p < 0"); + } - if (prob == null) throw new IllegalArgumentException("problem must not be null"); - if (param == null) throw new IllegalArgumentException("parameter must not be null"); - - if (prob.n == 0) throw new IllegalArgumentException("problem has zero features"); - if (prob.l == 0) throw new IllegalArgumentException("problem has zero instances"); + if (prob.n == 0) + throw new IllegalArgumentException("problem has zero features"); + if (prob.l == 0) + throw new IllegalArgumentException("problem has zero instances"); for (Feature[] nodes : prob.x) { int indexBefore = 0; @@ -1653,6 +2077,29 @@ public static Model train(Problem prob, Parameter param) { } } + if (prob.bias >= 0 && param.solverType.isOneClass()) { + throw new IllegalArgumentException("prob->bias >=0, but this is ignored in ONECLASS_SVM"); + } + + if (!param.regularize_bias) { + if (prob.bias != 1.0) + throw new IllegalArgumentException("To not regularize bias, must specify -B 1 along with -R"); + + if (param.solverType != L2R_LR + && param.solverType != L2R_L2LOSS_SVC + && param.solverType != L1R_L2LOSS_SVC + && param.solverType != L1R_LR + && param.solverType != L2R_L2LOSS_SVR) + throw new IllegalArgumentException("-R option supported only for solver L2R_LR, L2R_L2LOSS_SVC, L1R_L2LOSS_SVC, L1R_LR, and L2R_L2LOSS_SVR"); + } + + if (param.init_sol != null + && param.getSolverType() != L2R_LR + && param.getSolverType() != L2R_L2LOSS_SVC + && param.getSolverType() != L2R_L2LOSS_SVR) { + throw new IllegalArgumentException("Initial-solution specification supported only for solvers L2R_LR, L2R_L2LOSS_SVC, and L2R_L2LOSS_SVR"); + } + int l = prob.l; int n = prob.n; int w_size = prob.n; @@ -1668,12 +2115,25 @@ public static Model train(Problem prob, Parameter param) { if (param.solverType.isSupportVectorRegression()) { model.w = new double[w_size]; + if (param.init_sol != null) + for (int i = 0; i < w_size; i++) + model.w[i] = param.init_sol[i]; + else + for (int i = 0; i < w_size; i++) + model.w[i] = 0; model.nr_class = 2; model.label = null; checkProblemSize(n, model.nr_class); train_one(prob, param, model.w, 0, 0); + } else if (param.solverType.isOneClass()) { + model.w = new double[w_size]; + model.nr_class = 2; + model.label = null; + MutableDouble rho = new MutableDouble(); + solve_oneclass_svm(prob, param, model.w, rho, param.max_iters); + model.rho = rho.get(); } else { int[] perm = new int[l]; @@ -1698,9 +2158,11 @@ public static Model train(Problem prob, Parameter param) { for (int i = 0; i < param.getNumWeights(); i++) { int j; for (j = 0; j < nr_class; j++) - if (param.weightLabel[i] == label[j]) break; + if (param.weightLabel[i] == label[j]) + break; - if (j == nr_class) throw new IllegalArgumentException("class label " + param.weightLabel[i] + " specified in weight is not found"); + if (j == nr_class) + throw new IllegalArgumentException("class label " + param.weightLabel[i] + " specified in weight is not found"); weighted_C[j] *= param.weight[i]; } @@ -1719,7 +2181,7 @@ public static Model train(Problem prob, Parameter param) { sub_prob.x[k] = x[k]; // multi-class svm by Crammer and Singer - if (param.solverType == SolverType.MCSVM_CS) { + if (param.solverType == MCSVM_CS) { model.w = new double[n * nr_class]; for (int i = 0; i < nr_class; i++) { for (int j = start[i]; j < start[i] + count[i]; j++) { @@ -1727,7 +2189,7 @@ public static Model train(Problem prob, Parameter param) { } } - SolverMCSVM_CS solver = new SolverMCSVM_CS(sub_prob, nr_class, weighted_C, param.eps); + SolverMCSVM_CS solver = new SolverMCSVM_CS(sub_prob, nr_class, weighted_C, param.eps, param.random); solver.solve(model.w); } else { if (nr_class == 2) { @@ -1740,6 +2202,13 @@ public static Model train(Problem prob, Parameter param) { for (; k < sub_prob.l; k++) sub_prob.y[k] = -1; + if (param.init_sol != null) + for (int i = 0; i < w_size; i++) + model.w[i] = param.init_sol[i]; + else + for (int i = 0; i < w_size; i++) + model.w[i] = 0; + train_one(sub_prob, param, model.w, weighted_C[0], weighted_C[1]); } else { model.w = new double[w_size * nr_class]; @@ -1756,6 +2225,13 @@ public static Model train(Problem prob, Parameter param) { for (; k < sub_prob.l; k++) sub_prob.y[k] = -1; + if (param.init_sol != null) + for (int j = 0; j < w_size; j++) + w[j] = param.init_sol[j * nr_class + i]; + else + for (int j = 0; j < w_size; j++) + w[j] = 0; + train_one(sub_prob, param, w, weighted_C[i], param.C); for (int j = 0; j < n; j++) @@ -1777,83 +2253,268 @@ private static void checkProblemSize(int n, int nr_class) { } private static void train_one(Problem prob, Parameter param, double[] w, double Cp, double Cn) { - double eps = param.eps; - int pos = 0; - for (int i = 0; i < prob.l; i++) - if (prob.y[i] > 0) { - pos++; + SolverType solver_type = param.solverType; + int dual_solver_max_iter = 300; + int iter; + + // upstream: (solver_type==L2R_L2LOSS_SVR || solver_type==L2R_L1LOSS_SVR_DUAL || solver_type==L2R_L2LOSS_SVR_DUAL) + boolean is_regression = solver_type.isSupportVectorRegression(); + + // Some solvers use Cp,Cn but not C array; extensions possible but no plan for now + double[] C = new double[prob.l]; + double primal_solver_tol = param.eps; + if (is_regression) { + for (int i = 0; i < prob.l; i++) + C[i] = param.C; + } else { + int pos = 0; + for (int i = 0; i < prob.l; i++) { + if (prob.y[i] > 0) { + pos++; + C[i] = Cp; + } else + C[i] = Cn; } - int neg = prob.l - pos; - - double primal_solver_tol = eps * Math.max(Math.min(pos, neg), 1) / prob.l; + int neg = prob.l - pos; + primal_solver_tol = param.eps * Math.max(Math.min(pos, neg), 1) / prob.l; + } - Function fun_obj = null; - switch (param.solverType) { + switch (solver_type) { case L2R_LR: { - double[] C = new double[prob.l]; - for (int i = 0; i < prob.l; i++) { - if (prob.y[i] > 0) - C[i] = Cp; - else - C[i] = Cn; - } - fun_obj = new L2R_LrFunction(prob, C); - Tron tron_obj = new Tron(fun_obj, primal_solver_tol); - tron_obj.tron(w); + L2R_LrFunction fun_obj = new L2R_LrFunction(prob, param, C); + Newton newton_obj = new Newton(fun_obj, primal_solver_tol, param.max_iters); + newton_obj.newton(w); break; } case L2R_L2LOSS_SVC: { - double[] C = new double[prob.l]; - for (int i = 0; i < prob.l; i++) { - if (prob.y[i] > 0) - C[i] = Cp; - else - C[i] = Cn; - } - fun_obj = new L2R_L2_SvcFunction(prob, C); - Tron tron_obj = new Tron(fun_obj, primal_solver_tol); - tron_obj.tron(w); + L2R_L2_SvcFunction fun_obj = new L2R_L2_SvcFunction(prob, param, C); + Newton newton_obj = new Newton(fun_obj, primal_solver_tol, param.max_iters); + newton_obj.newton(w); break; } - case L2R_L2LOSS_SVC_DUAL: - solve_l2r_l1l2_svc(prob, w, eps, Cp, Cn, SolverType.L2R_L2LOSS_SVC_DUAL); + case L2R_L2LOSS_SVC_DUAL: { + iter = solve_l2r_l1l2_svc(prob, param, w, Cp, Cn, dual_solver_max_iter); + if (iter >= dual_solver_max_iter) { + info("%nWARNING: reaching max number of iterations%nSwitching to use -s 2%n%n"); + // primal_solver_tol obtained from eps for dual may be too loose + primal_solver_tol *= 0.1; + L2R_L2_SvcFunction fun_obj = new L2R_L2_SvcFunction(prob, param, C); + Newton newton_obj = new Newton(fun_obj, primal_solver_tol, param.max_iters); + newton_obj.newton(w); + } break; - case L2R_L1LOSS_SVC_DUAL: - solve_l2r_l1l2_svc(prob, w, eps, Cp, Cn, SolverType.L2R_L1LOSS_SVC_DUAL); + } + case L2R_L1LOSS_SVC_DUAL: { + iter = solve_l2r_l1l2_svc(prob, param, w, Cp, Cn, dual_solver_max_iter); + if (iter >= dual_solver_max_iter) + info("%nWARNING: reaching max number of iterations%nUsing -s 2 may be faster (also see FAQ)%n%n"); break; + } case L1R_L2LOSS_SVC: { Problem prob_col = transpose(prob); - solve_l1r_l2_svc(prob_col, w, primal_solver_tol, Cp, Cn); + solve_l1r_l2_svc(prob_col, param, w, Cp, Cn, primal_solver_tol, param.max_iters); break; } case L1R_LR: { Problem prob_col = transpose(prob); - solve_l1r_lr(prob_col, w, primal_solver_tol, Cp, Cn); + solve_l1r_lr(prob_col, param, w, Cp, Cn, primal_solver_tol, param.max_iters); break; } - case L2R_LR_DUAL: - solve_l2r_lr_dual(prob, w, eps, Cp, Cn); + case L2R_LR_DUAL: { + iter = solve_l2r_lr_dual(prob, param, w, Cp, Cn, dual_solver_max_iter); + if (iter >= dual_solver_max_iter) { + info("%nWARNING: reaching max number of iterations%nSwitching to use -s 0%n%n"); + // primal_solver_tol obtained from eps for dual may be too loose + primal_solver_tol *= 0.1; + L2R_LrFunction fun_obj = new L2R_LrFunction(prob, param, C); + Newton newton_obj = new Newton(fun_obj, primal_solver_tol, param.max_iters); + newton_obj.newton(w); + } break; + } case L2R_L2LOSS_SVR: { - double[] C = new double[prob.l]; - for (int i = 0; i < prob.l; i++) - C[i] = param.C; + L2R_L2_SvrFunction fun_obj = new L2R_L2_SvrFunction(prob, param, C); + Newton newton_obj = new Newton(fun_obj, primal_solver_tol, param.max_iters); + newton_obj.newton(w); + break; + + } + case L2R_L1LOSS_SVR_DUAL: { + iter = solve_l2r_l1l2_svr(prob, param, w, dual_solver_max_iter); + if (iter >= dual_solver_max_iter) + info("%nWARNING: reaching max number of iterations%nUsing -s 11 may be faster (also see FAQ)%n%n"); - fun_obj = new L2R_L2_SvrFunction(prob, C, param.p); - Tron tron_obj = new Tron(fun_obj, param.eps); - tron_obj.tron(w); break; } - case L2R_L1LOSS_SVR_DUAL: - case L2R_L2LOSS_SVR_DUAL: - solve_l2r_l1l2_svr(prob, w, param); + case L2R_L2LOSS_SVR_DUAL: { + iter = solve_l2r_l1l2_svr(prob, param, w, dual_solver_max_iter); + if (iter >= dual_solver_max_iter) { + info("%nWARNING: reaching max number of iterations%nSwitching to use -s 11%n%n"); + // primal_solver_tol obtained from eps for dual may be too loose + primal_solver_tol *= 0.001; + L2R_L2_SvrFunction fun_obj = new L2R_L2_SvrFunction(prob, param, C); + Newton newton_obj = new Newton(fun_obj, primal_solver_tol, param.max_iters); + newton_obj.newton(w); + } break; - + } default: throw new IllegalStateException("unknown solver type: " + param.solverType); } } + // Calculate the initial C for parameter selection + private static double calc_start_C(Problem prob, Parameter param) { + int i; + double xTx, max_xTx; + max_xTx = 0; + for (i = 0; i < prob.l; i++) { + xTx = 0; + for (Feature xi : prob.x[i]) { + double val = xi.getValue(); + xTx += val * val; + } + if (xTx > max_xTx) + max_xTx = xTx; + } + + double min_C = 1.0; + if (param.getSolverType() == L2R_LR) + min_C = 1.0 / (prob.l * max_xTx); + else if (param.getSolverType() == L2R_L2LOSS_SVC) + min_C = 1.0 / (2 * prob.l * max_xTx); + else if (param.getSolverType() == L2R_L2LOSS_SVR) { + double sum_y, loss, y_abs; + double delta2 = 0.1; + sum_y = 0; + loss = 0; + for (i = 0; i < prob.l; i++) { + y_abs = Math.abs(prob.y[i]); + sum_y += y_abs; + loss += Math.max(y_abs - param.p, 0.0) * Math.max(y_abs - param.p, 0.0); + } + if (loss > 0) + min_C = delta2 * delta2 * loss / (8 * sum_y * sum_y * max_xTx); + else + min_C = Double.POSITIVE_INFINITY; + } + + return Math.pow(2, Math.floor(Math.log(min_C) / Math.log(2.0))); + } + + private static double calc_max_p(Problem prob) { + int i; + double max_p = 0.0; + for (i = 0; i < prob.l; i++) + max_p = Math.max(max_p, Math.abs(prob.y[i])); + + return max_p; + } + + public static ParameterCSearchResult find_parameter_C(Problem prob, Parameter param_tmp, double start_C, double max_C, int[] fold_start, int[] perm, + Problem[] subprob, int nr_fold) { + double best_C; + double best_score = Double.NaN; + // variables for CV + int i; + double[] target = new double[prob.l]; + + // variables for warm start + double ratio = 2; + double[][] prev_w = new double[nr_fold][]; + for (i = 0; i < nr_fold; i++) + prev_w[i] = null; + int num_unchanged_w = 0; + PrintStream default_print_string = DEBUG_OUTPUT; + + if (param_tmp.getSolverType() == L2R_LR || param_tmp.getSolverType() == L2R_L2LOSS_SVC) + best_score = 0.0; + else if (param_tmp.getSolverType() == L2R_L2LOSS_SVR) + best_score = Double.POSITIVE_INFINITY; + best_C = start_C; + + param_tmp.C = start_C; + while (param_tmp.C <= max_C) { + //Output disabled for running CV at a particular C + disableDebugOutput(); + + for (i = 0; i < nr_fold; i++) { + int j; + int begin = fold_start[i]; + int end = fold_start[i + 1]; + + param_tmp.init_sol = prev_w[i]; + Model submodel = train(subprob[i], param_tmp); + + int total_w_size; + if (submodel.nr_class == 2) + total_w_size = subprob[i].n; + else + total_w_size = subprob[i].n * submodel.nr_class; + + if (prev_w[i] == null) { + prev_w[i] = new double[total_w_size]; + for (j = 0; j < total_w_size; j++) + prev_w[i][j] = submodel.w[j]; + } else if (num_unchanged_w >= 0) { + double norm_w_diff = 0; + for (j = 0; j < total_w_size; j++) { + norm_w_diff += (submodel.w[j] - prev_w[i][j]) * (submodel.w[j] - prev_w[i][j]); + prev_w[i][j] = submodel.w[j]; + } + norm_w_diff = Math.sqrt(norm_w_diff); + + if (norm_w_diff > 1e-15) + num_unchanged_w = -1; + } else { + for (j = 0; j < total_w_size; j++) + prev_w[i][j] = submodel.w[j]; + } + + for (j = begin; j < end; j++) + target[perm[j]] = predict(submodel, prob.x[perm[j]]); + } + setDebugOutput(default_print_string); + + if (param_tmp.getSolverType() == L2R_LR || param_tmp.getSolverType() == L2R_L2LOSS_SVC) { + int total_correct = 0; + for (i = 0; i < prob.l; i++) + if (target[i] == prob.y[i]) + ++total_correct; + double current_rate = (double)total_correct / prob.l; + if (current_rate > best_score) { + best_C = param_tmp.C; + best_score = current_rate; + } + + info("log2c=%7.2f\trate=%g%n", Math.log(param_tmp.C) / Math.log(2.0), 100.0 * current_rate); + } else if (param_tmp.getSolverType() == L2R_L2LOSS_SVR) { + double total_error = 0.0; + for (i = 0; i < prob.l; i++) { + double y = prob.y[i]; + double v = target[i]; + total_error += (v - y) * (v - y); + } + double current_error = total_error / prob.l; + if (current_error < best_score) { + best_C = param_tmp.C; + best_score = current_error; + } + + info("log2c=%7.2f\tp=%7.2f\tMean squared error=%g%n", Math.log(param_tmp.C) / Math.log(2.0), param_tmp.p, current_error); + } + + num_unchanged_w++; + if (num_unchanged_w == 5) + break; + param_tmp.C = param_tmp.C * ratio; + } + + if (param_tmp.C > max_C) + info("WARNING: maximum C reached.%n"); + return new ParameterCSearchResult(best_C, best_score); + } + public static void disableDebugOutput() { setDebugOutput(null); } @@ -1868,12 +2529,16 @@ public static void setDebugOutput(PrintStream debugOutput) { } } + public static int getVersion() { + return VERSION; + } + /** * resets the PRNG * - * this is i.a. needed for regression testing (eg. the Weka wrapper) + * @deprecated Use {@link Parameter#setRandom(Random)} instead */ + @Deprecated public static void resetRandom() { - random = new Random(DEFAULT_RANDOM_SEED); } } diff --git a/src/main/java/de/bwaldvogel/liblinear/Model.java b/src/main/java/de/bwaldvogel/liblinear/Model.java index b93bb90..6eba91f 100644 --- a/src/main/java/de/bwaldvogel/liblinear/Model.java +++ b/src/main/java/de/bwaldvogel/liblinear/Model.java @@ -1,37 +1,42 @@ package de.bwaldvogel.liblinear; -import static de.bwaldvogel.liblinear.Linear.copyOf; +import static de.bwaldvogel.liblinear.SolverType.*; import java.io.File; import java.io.IOException; import java.io.Reader; import java.io.Serializable; import java.io.Writer; +import java.nio.file.Path; import java.util.Arrays; +import java.util.Objects; /** *

Model stores the model obtained from the training procedure

* - *

use {@link Linear#loadModel(File)} and {@link Linear#saveModel(File, Model)} to load/save it

+ *

use {@link Linear#loadModel(Path)} and {@link Linear#saveModel(Path, Model)} to load/save it

*/ public final class Model implements Serializable { private static final long serialVersionUID = -6456047576741854834L; - double bias; + double bias; /** label of each class */ - int[] label; + int[] label; - int nr_class; + int nr_class; - int nr_feature; + int nr_feature; - SolverType solverType; + SolverType solverType; /** feature weight array */ - double[] w; + double[] w; + + /** one-class SVM only */ + double rho; /** * @return number of classes @@ -48,11 +53,16 @@ public int getNrFeature() { } public int[] getLabels() { - return copyOf(label, nr_class); + return Arrays.copyOf(label, nr_class); + } + + public SolverType getSolverType() { + return solverType; } /** - * The nr_feature*nr_class array w gives feature weights. We use one + * The array w gives feature weights; its size is + * nr_feature*nr_class but is nr_feature if nr_class = 2. We use one * against the rest for multi-class classification, so each feature * index corresponds to nr_class weight values. Weights are * organized in the following way @@ -71,7 +81,7 @@ public int[] getLabels() { * @return a copy of the feature weight array as described */ public double[] getFeatureWeights() { - return Linear.copyOf(w, w.length); + return Arrays.copyOf(w, w.length); } /** @@ -92,13 +102,13 @@ private double get_w_value(int idx, int label_idx) { if (idx < 0 || idx > nr_feature) { return 0; } - if (solverType.isSupportVectorRegression()) { + if (solverType.isSupportVectorRegression() || solverType.isOneClass()) { return w[idx]; } else { if (label_idx < 0 || label_idx >= nr_class) { return 0; } - if (nr_class == 2 && solverType != SolverType.MCSVM_CS) { + if (nr_class == 2 && solverType != MCSVM_CS) { if (label_idx == 0) { return w[idx]; } else { @@ -123,7 +133,8 @@ private double get_w_value(int idx, int label_idx) { */ // feat_idx: starting from 1 to nr_feature // label_idx: starting from 0 to nr_class-1 for classification models; - // for regression models, label_idx is ignored. + // for regression and one-class SVM models, label_idx is + // ignored. public double getDecfunCoef(int featIdx, int labelIdx) { if (featIdx > nr_feature) { return 0; @@ -140,6 +151,9 @@ public double getDecfunCoef(int featIdx, int labelIdx) { * @since 1.95 */ public double getDecfunBias(int labelIdx) { + if (solverType.isOneClass()) { + throw new IllegalArgumentException("Can not be called for a one-class SVM model"); + } int biasIdx = nr_feature; if (bias <= 0) { return 0; @@ -148,6 +162,19 @@ public double getDecfunBias(int labelIdx) { } } + /** + * This function gives rho, the bias term used in one-class SVM only. + * + * This function can only be called for a one-class SVM model. + * + * @since 2.40 + */ + public double getDecfunRho() { + if (!solverType.isOneClass()) { + throw new IllegalArgumentException("Can be called only for a one-class SVM model"); + } + return rho; + } @Override public String toString() { @@ -161,34 +188,28 @@ public String toString() { @Override public int hashCode() { - final int prime = 31; - int result = 1; - long temp; - temp = Double.doubleToLongBits(bias); - result = prime * result + (int)(temp ^ (temp >>> 32)); - result = prime * result + Arrays.hashCode(label); - result = prime * result + nr_class; - result = prime * result + nr_feature; - result = prime * result + ((solverType == null) ? 0 : solverType.hashCode()); - result = prime * result + Arrays.hashCode(w); + int result = Objects.hash(getBias(), nr_class, nr_feature, getSolverType(), rho); + result = 31 * result + Arrays.hashCode(label); + result = 31 * result + arrayHashCode(w); return result; } @Override - public boolean equals(Object obj) { - if (this == obj) return true; - if (obj == null) return false; - if (getClass() != obj.getClass()) return false; - Model other = (Model)obj; - if (Double.doubleToLongBits(bias) != Double.doubleToLongBits(other.bias)) return false; - if (!Arrays.equals(label, other.label)) return false; - if (nr_class != other.nr_class) return false; - if (nr_feature != other.nr_feature) return false; - if (solverType == null) { - if (other.solverType != null) return false; - } else if (!solverType.equals(other.solverType)) return false; - if (!equals(w, other.w)) return false; - return true; + public boolean equals(Object o) { + if (this == o) { + return true; + } + if (o == null || getClass() != o.getClass()) { + return false; + } + Model model = (Model)o; + return Double.compare(model.getBias(), getBias()) == 0 + && nr_class == model.nr_class + && nr_feature == model.nr_feature + && Double.compare(model.rho, rho) == 0 + && Arrays.equals(label, model.label) + && getSolverType() == model.getSolverType() + && arrayEquals(w, model.w); } /** @@ -196,24 +217,53 @@ public boolean equals(Object obj) { * * @see Linear#saveModel(java.io.Writer, Model) */ - protected static boolean equals(double[] a, double[] a2) { - if (a == a2) return true; - if (a == null || a2 == null) return false; + private static boolean arrayEquals(double[] a, double[] a2) { + if (a == a2) + return true; + if (a == null || a2 == null) + return false; int length = a.length; - if (a2.length != length) return false; + if (a2.length != length) + return false; for (int i = 0; i < length; i++) - if (a[i] != a2[i]) return false; + if (a[i] != a2[i]) + return false; return true; } /** - * see {@link Linear#saveModel(java.io.File, Model)} + * see {@link Arrays#hashCode(double[])} but treat 0.0 and -0.0 the same + */ + private static int arrayHashCode(double[] w) { + if (w == null) + return 0; + + int result = 1; + for (double element : w) { + if (element == -0.0) { + element = 0.0; + } + result = 31 * result + Double.hashCode(element); + } + return result; + } + + /** + * @deprecated use {@link Model#save(Path)} instead */ - public void save(File file) throws IOException { - Linear.saveModel(file, this); + @Deprecated + public void save(File modelFile) throws IOException { + save(modelFile.toPath()); + } + + /** + * see {@link Linear#saveModel(Path, Model)} + */ + public void save(Path modelPath) throws IOException { + Linear.saveModel(modelPath, this); } /** @@ -224,10 +274,18 @@ public void save(Writer writer) throws IOException { } /** - * see {@link Linear#loadModel(File)} + * @deprecated use {@link Model#load(Path)} instead + */ + @Deprecated + public static Model load(File modelFile) throws IOException { + return load(modelFile.toPath()); + } + + /** + * see {@link Linear#loadModel(Path)} */ - public static Model load(File file) throws IOException { - return Linear.loadModel(file); + public static Model load(Path modelPath) throws IOException { + return Linear.loadModel(modelPath); } /** diff --git a/src/main/java/de/bwaldvogel/liblinear/MutableDouble.java b/src/main/java/de/bwaldvogel/liblinear/MutableDouble.java new file mode 100644 index 0000000..7dbfe35 --- /dev/null +++ b/src/main/java/de/bwaldvogel/liblinear/MutableDouble.java @@ -0,0 +1,27 @@ +package de.bwaldvogel.liblinear; + +class MutableDouble { + + private boolean initialized; + private double value; + + public MutableDouble() { + } + + public MutableDouble(double value) { + set(value); + } + + void set(double value) { + this.value = value; + this.initialized = true; + } + + double get() { + if (!initialized) { + throw new IllegalStateException("Value not yet initialized"); + } + return value; + } + +} diff --git a/src/main/java/de/bwaldvogel/liblinear/MutableInt.java b/src/main/java/de/bwaldvogel/liblinear/MutableInt.java new file mode 100644 index 0000000..b6e3f4e --- /dev/null +++ b/src/main/java/de/bwaldvogel/liblinear/MutableInt.java @@ -0,0 +1,24 @@ +package de.bwaldvogel.liblinear; + +class MutableInt { + + private boolean initialized; + private int value; + + public MutableInt(int value) { + set(value); + } + + void set(int value) { + this.value = value; + this.initialized = true; + } + + int get() { + if (!initialized) { + throw new IllegalStateException("Value not yet initialized"); + } + return value; + } + +} diff --git a/src/main/java/de/bwaldvogel/liblinear/Newton.java b/src/main/java/de/bwaldvogel/liblinear/Newton.java new file mode 100644 index 0000000..8e0a63e --- /dev/null +++ b/src/main/java/de/bwaldvogel/liblinear/Newton.java @@ -0,0 +1,161 @@ +package de.bwaldvogel.liblinear; + +import static de.bwaldvogel.liblinear.Linear.*; + + +class Newton { + + private final Function fun_obj; + private final double eps; + private final int max_iter; + private final double eps_cg; + + Newton(Function fun_obj, double eps, int max_iter) { + this(fun_obj, eps, max_iter, 0.5); + } + + Newton(Function fun_obj, double eps, int max_iter, double eps_cg) { + this.fun_obj = fun_obj; + this.eps = eps; + this.max_iter = max_iter; + this.eps_cg = eps_cg; + } + + void newton(double[] w) { + int n = fun_obj.get_nr_variable(); + int i, cg_iter; + double step_size; + double f, fold, actred; + double init_step_size = 1; + boolean search = true; + int iter = 1; + MutableInt inc = new MutableInt(1); + double[] s = new double[n]; + double[] r = new double[n]; + double[] g = new double[n]; + + final double alpha_pcg = 0.01; + double[] M = new double[n]; + + // calculate gradient norm at w=0 for stopping condition. + double[] w0 = new double[n]; + for (i = 0; i < n; i++) + w0[i] = 0; + fun_obj.fun(w0); + fun_obj.grad(w0, g); + + double gnorm0 = Blas.dnrm2_(n, g, inc); + + f = fun_obj.fun(w); + fun_obj.grad(w, g); + double gnorm = Blas.dnrm2_(n, g, inc); + info("init f %5.3e |g| %5.3e%n", f, gnorm); + + if (gnorm <= eps * gnorm0) + search = false; + + while (iter <= max_iter && search) { + fun_obj.get_diag_preconditioner(M); + for (i = 0; i < n; i++) + M[i] = (1 - alpha_pcg) + alpha_pcg * M[i]; + cg_iter = pcg(g, M, s, r); + + fold = f; + MutableDouble fReference = new MutableDouble(f); + step_size = fun_obj.linesearch_and_update(w, s, fReference, g, init_step_size); + f = fReference.get(); + + if (step_size == 0) { + info("WARNING: line search fails%n"); + break; + } + + fun_obj.grad(w, g); + gnorm = Blas.dnrm2_(n, g, inc); + + info("iter %2d f %5.3e |g| %5.3e CG %3d step_size %4.2e%n", iter, f, gnorm, cg_iter, step_size); + + if (gnorm <= eps * gnorm0) + break; + if (f < -1.0e+32) { + info("WARNING: f < -1.0e+32%n"); + break; + } + actred = fold - f; + if (Math.abs(actred) <= 1.0e-12 * Math.abs(f)) { + info("WARNING: actred too small%n"); + break; + } + + iter++; + } + + if (iter >= max_iter) + info("%nWARNING: reaching max number of Newton iterations%n"); + } + + private int pcg(double[] g, double[] M, double[] s, double[] r) { + int i, inc = 1; + int n = fun_obj.get_nr_variable(); + double one = 1; + double[] d = new double[n]; + double[] Hd = new double[n]; + double zTr, znewTrnew, alpha, beta, cgtol, dHd; + double[] z = new double[n]; + double Q = 0, newQ, Qdiff; + + for (i = 0; i < n; i++) { + s[i] = 0; + r[i] = -g[i]; + z[i] = r[i] / M[i]; + d[i] = z[i]; + } + + zTr = Blas.ddot_(n, z, inc, r, inc); + double gMinv_norm = Math.sqrt(zTr); + cgtol = Math.min(eps_cg, Math.sqrt(gMinv_norm)); + int cg_iter = 0; + int max_cg_iter = Math.max(n, 5); + + while (cg_iter < max_cg_iter) { + cg_iter++; + + fun_obj.Hv(d, Hd); + dHd = Blas.ddot_(n, d, inc, Hd, inc); + // avoid 0/0 in getting alpha + if (dHd <= 1.0e-16) + break; + + alpha = zTr / dHd; + Blas.daxpy_(n, alpha, d, inc, s, inc); + alpha = -alpha; + Blas.daxpy_(n, alpha, Hd, inc, r, inc); + + // Using quadratic approximation as CG stopping criterion + newQ = -0.5 * (Blas.ddot_(n, s, inc, r, inc) - Blas.ddot_(n, s, inc, g, inc)); + Qdiff = newQ - Q; + if (newQ <= 0 && Qdiff <= 0) { + if (cg_iter * Qdiff >= cgtol * newQ) + break; + } else { + info("WARNING: quadratic approximation > 0 or increasing in CG%n"); + break; + } + Q = newQ; + + for (i = 0; i < n; i++) + z[i] = r[i] / M[i]; + znewTrnew = Blas.ddot_(n, z, inc, r, inc); + beta = znewTrnew / zTr; + Blas.dscal_(n, beta, d, inc); + Blas.daxpy_(n, one, z, inc, d, inc); + zTr = znewTrnew; + } + + if (cg_iter == max_cg_iter) + info("WARNING: reaching maximal number of CG steps%n"); + + return (cg_iter); + } + +} diff --git a/src/main/java/de/bwaldvogel/liblinear/Parameter.java b/src/main/java/de/bwaldvogel/liblinear/Parameter.java index 5d0c65b..6608592 100644 --- a/src/main/java/de/bwaldvogel/liblinear/Parameter.java +++ b/src/main/java/de/bwaldvogel/liblinear/Parameter.java @@ -1,46 +1,65 @@ package de.bwaldvogel.liblinear; -import static de.bwaldvogel.liblinear.Linear.copyOf; +import java.io.ByteArrayInputStream; +import java.io.ByteArrayOutputStream; +import java.io.IOException; +import java.io.ObjectInputStream; +import java.io.ObjectOutputStream; +import java.util.Arrays; +import java.util.Random; -public final class Parameter { +public final class Parameter implements Cloneable { - double C; + private static final long DEFAULT_RANDOM_SEED = 0L; - /** stopping criteria */ - double eps; + double C; + + /** stopping tolerance */ + double eps; int max_iters = 1000; // maximal iterations SolverType solverType; - double[] weight = null; + double[] weight = null; + + int[] weightLabel = null; + + double p = 0.1; + + double nu = 0.5; + + /** + * Initial-solution specification (only supported for {@link SolverType#L2R_LR} and {@link SolverType#L2R_L2LOSS_SVC}) + */ + double[] init_sol = null; - int[] weightLabel = null; + boolean regularize_bias = true; - double p = 0.1; + Random random = new Random(DEFAULT_RANDOM_SEED); - public Parameter( SolverType solver, double C, double eps ) { + public Parameter(SolverType solver, double C, double eps) { setSolverType(solver); setC(C); setEps(eps); } - public Parameter( SolverType solver, double C, int max_iters, double eps ) { + public Parameter(SolverType solver, double C, int max_iters, double eps) { setSolverType(solver); setC(C); setEps(eps); setMaxIters(max_iters); } - public Parameter( SolverType solverType, double C, double eps, double p ) { + public Parameter(SolverType solverType, double C, double eps, double p) { setSolverType(solverType); setC(C); setEps(eps); setP(p); } - public Parameter( SolverType solverType, double C, double eps, int max_iters, double p ) { + public Parameter(SolverType solverType, double C, double eps, int max_iters, double p) { setSolverType(solverType); setC(C); setEps(eps); @@ -61,25 +80,32 @@ public Parameter( SolverType solverType, double C, double eps, int max_iters, do * just set nr_weight to 0.

*/ public void setWeights(double[] weights, int[] weightLabels) { - if (weights == null) throw new IllegalArgumentException("'weight' must not be null"); + if (weights == null) + throw new IllegalArgumentException("'weight' must not be null"); if (weightLabels == null || weightLabels.length != weights.length) throw new IllegalArgumentException("'weightLabels' must have same length as 'weight'"); - this.weightLabel = copyOf(weightLabels, weightLabels.length); - this.weight = copyOf(weights, weights.length); + this.weightLabel = Arrays.copyOf(weightLabels, weightLabels.length); + this.weight = Arrays.copyOf(weights, weights.length); } /** * @see #setWeights(double[], int[]) */ public double[] getWeights() { - return copyOf(weight, weight.length); + if (weight == null) { + return null; + } + return Arrays.copyOf(weight, weight.length); } /** * @see #setWeights(double[], int[]) */ public int[] getWeightLabels() { - return copyOf(weightLabel, weightLabel.length); + if (weightLabel == null) { + return null; + } + return Arrays.copyOf(weightLabel, weightLabel.length); } /** @@ -87,7 +113,8 @@ public int[] getWeightLabels() { * @see #setWeights(double[], int[]) */ public int getNumWeights() { - if (weight == null) return 0; + if (weight == null) + return 0; return weight.length; } @@ -95,7 +122,8 @@ public int getNumWeights() { * C is the cost of constraints violation. (we usually use 1 to 1000) */ public void setC(double C) { - if (C <= 0) throw new IllegalArgumentException("C must not be <= 0"); + if (C <= 0) + throw new IllegalArgumentException("C must not be <= 0"); this.C = C; } @@ -107,7 +135,8 @@ public double getC() { * eps is the stopping criterion. (we usually use 0.01). */ public void setEps(double eps) { - if (eps <= 0) throw new IllegalArgumentException("eps must not be <= 0"); + if (eps <= 0) + throw new IllegalArgumentException("eps must not be <= 0"); this.eps = eps; } @@ -116,7 +145,8 @@ public double getEps() { } public void setMaxIters(int iters) { - if (iters <= 0) throw new IllegalArgumentException("max iters not be <= 0"); + if (iters <= 0) + throw new IllegalArgumentException("max iters not be <= 0"); this.max_iters = iters; } @@ -125,7 +155,8 @@ public int getMaxIters() { } public void setSolverType(SolverType solverType) { - if (solverType == null) throw new IllegalArgumentException("solver type must not be null"); + if (solverType == null) + throw new IllegalArgumentException("solver type must not be null"); this.solverType = solverType; } @@ -133,16 +164,88 @@ public SolverType getSolverType() { return solverType; } - /** * set the epsilon in loss function of epsilon-SVR (default 0.1) */ public void setP(double p) { - if (p < 0) throw new IllegalArgumentException("p must not be less than 0"); + if (p < 0) + throw new IllegalArgumentException("p must not be less than 0"); this.p = p; } public double getP() { return p; } + + /* + * Sets the initial-solution specification. + * Only supported for {@link SolverType#L2R_LR} and {@link SolverType#L2R_L2LOSS_SVC}. + */ + public void setInitSol(double[] init_sol) { + if (init_sol == null) + this.init_sol = null; + else { + this.init_sol = Arrays.copyOf(init_sol, init_sol.length); + } + } + + public double[] getInitSol() { + if (init_sol == null) { + return null; + } + return Arrays.copyOf(init_sol, init_sol.length); + } + + public void setNu(double nu) { + if (nu <= 0) + throw new IllegalArgumentException("nu must not be <=0"); + if (nu >= 1) + throw new IllegalArgumentException("nu must not be >=1"); + this.nu = nu; + } + + public double getNu() { + return nu; + } + + public void setRegularizeBias(boolean regularizeBias) { + this.regularize_bias = regularizeBias; + } + + public boolean isRegularizeBias() { + return regularize_bias; + } + + public void setRandom(Random random) { + this.random = random; + } + + @Override + public Parameter clone() { + Parameter clone = new Parameter(solverType, C, eps, max_iters, p); + clone.weight = weight == null ? null : weight.clone(); + clone.weightLabel = weightLabel == null ? null : weightLabel.clone(); + clone.init_sol = init_sol; + clone.p = p; + clone.nu = nu; + clone.regularize_bias = regularize_bias; + clone.random = deepClone(random); + return clone; + } + + private static Random deepClone(Random random) { + try { + try (ByteArrayOutputStream baos = new ByteArrayOutputStream(); + ObjectOutputStream out = new ObjectOutputStream(baos);) { + out.writeObject(random); + try (ByteArrayInputStream bis = new ByteArrayInputStream(baos.toByteArray()); + ObjectInputStream in = new ObjectInputStream(bis)) { + return (Random)in.readObject(); + } + } + } catch (IOException | ClassNotFoundException e) { + throw new RuntimeException("Failed to clone " + random, e); + } + } + } diff --git a/src/main/java/de/bwaldvogel/liblinear/ParameterCSearchResult.java b/src/main/java/de/bwaldvogel/liblinear/ParameterCSearchResult.java new file mode 100644 index 0000000..07b3c13 --- /dev/null +++ b/src/main/java/de/bwaldvogel/liblinear/ParameterCSearchResult.java @@ -0,0 +1,21 @@ +package de.bwaldvogel.liblinear; + +public class ParameterCSearchResult { + + private final double bestC; + private final double bestScore; + + public ParameterCSearchResult(double bestC, double bestScore) { + this.bestC = bestC; + this.bestScore = bestScore; + } + + public double getBestC() { + return bestC; + } + + public double getBestScore() { + return bestScore; + } + +} diff --git a/src/main/java/de/bwaldvogel/liblinear/ParameterSearchResult.java b/src/main/java/de/bwaldvogel/liblinear/ParameterSearchResult.java new file mode 100644 index 0000000..f88f96f --- /dev/null +++ b/src/main/java/de/bwaldvogel/liblinear/ParameterSearchResult.java @@ -0,0 +1,26 @@ +package de.bwaldvogel.liblinear; + +public class ParameterSearchResult { + + private final double bestC; + private final double bestScore; + private final double bestP; + + public ParameterSearchResult(double bestC, double bestScore, double bestP) { + this.bestC = bestC; + this.bestScore = bestScore; + this.bestP = bestP; + } + + public double getBestC() { + return bestC; + } + + public double getBestScore() { + return bestScore; + } + + public double getBestP() { + return bestP; + } +} diff --git a/src/main/java/de/bwaldvogel/liblinear/Predict.java b/src/main/java/de/bwaldvogel/liblinear/Predict.java index ce81e90..7d87e9b 100644 --- a/src/main/java/de/bwaldvogel/liblinear/Predict.java +++ b/src/main/java/de/bwaldvogel/liblinear/Predict.java @@ -1,20 +1,16 @@ package de.bwaldvogel.liblinear; -import static de.bwaldvogel.liblinear.Linear.atof; -import static de.bwaldvogel.liblinear.Linear.atoi; -import static de.bwaldvogel.liblinear.Linear.closeQuietly; -import static de.bwaldvogel.liblinear.Linear.printf; -import static de.bwaldvogel.liblinear.Linear.info; +import static de.bwaldvogel.liblinear.Linear.*; import java.io.BufferedReader; import java.io.BufferedWriter; -import java.io.File; import java.io.FileInputStream; import java.io.FileOutputStream; import java.io.IOException; import java.io.InputStreamReader; import java.io.OutputStreamWriter; import java.io.Writer; +import java.nio.file.Paths; import java.util.ArrayList; import java.util.Formatter; import java.util.List; @@ -25,14 +21,12 @@ public class Predict { - private static boolean flag_predict_probability = false; - - private static final Pattern COLON = Pattern.compile(":"); + private static final Pattern COLON = Pattern.compile(":"); /** *

Note: The streams are NOT closed

*/ - static void doPredict(BufferedReader reader, Writer writer, Model model) throws IOException { + static void doPredict(BufferedReader reader, Writer writer, Model model, boolean flag_predict_probability) throws IOException { int correct = 0; int total = 0; double error = 0; @@ -66,7 +60,7 @@ static void doPredict(BufferedReader reader, Writer writer, Model model) throws String line = null; while ((line = reader.readLine()) != null) { - List x = new ArrayList(); + List x = new ArrayList<>(); StringTokenizer st = new StringTokenizer(line, " \t\n"); double target_label; try { @@ -115,7 +109,7 @@ static void doPredict(BufferedReader reader, Writer writer, Model model) throws printf(out, "\n"); } else { predict_label = Linear.predict(model, nodes); - printf(out, "%g\n", predict_label); + printf(out, "%.17g\n", predict_label); } if (predict_label == target_label) { @@ -150,11 +144,14 @@ private static void exit_with_help() { } public static void main(String[] argv) throws IOException { + // Note: This flag is _static_ in predict.c but it causes a thread-safety issue as reported in https://github.com/bwaldvogel/liblinear-java/issues/38 + boolean flag_predict_probability = false; int i; // parse options for (i = 0; i < argv.length; i++) { - if (argv[i].charAt(0) != '-') break; + if (argv[i].charAt(0) != '-') + break; ++i; switch (argv[i - 1].charAt(1)) { case 'b': @@ -180,18 +177,12 @@ public static void main(String[] argv) throws IOException { exit_with_help(); } - BufferedReader reader = null; - Writer writer = null; - try { - reader = new BufferedReader(new InputStreamReader(new FileInputStream(argv[i]), Linear.FILE_CHARSET)); - writer = new BufferedWriter(new OutputStreamWriter(new FileOutputStream(argv[i + 2]), Linear.FILE_CHARSET)); - - Model model = Linear.loadModel(new File(argv[i + 1])); - doPredict(reader, writer, model); - } - finally { - closeQuietly(reader); - closeQuietly(writer); + try (FileInputStream in = new FileInputStream(argv[i]); + BufferedReader reader = new BufferedReader(new InputStreamReader(in, Linear.FILE_CHARSET)); + FileOutputStream out = new FileOutputStream(argv[i + 2]); + Writer writer = new BufferedWriter(new OutputStreamWriter(out, Linear.FILE_CHARSET))) { + Model model = Linear.loadModel(Paths.get(argv[i + 1])); + doPredict(reader, writer, model, flag_predict_probability); } } } diff --git a/src/main/java/de/bwaldvogel/liblinear/Problem.java b/src/main/java/de/bwaldvogel/liblinear/Problem.java index f9cad56..983d766 100644 --- a/src/main/java/de/bwaldvogel/liblinear/Problem.java +++ b/src/main/java/de/bwaldvogel/liblinear/Problem.java @@ -2,6 +2,9 @@ import java.io.File; import java.io.IOException; +import java.io.InputStream; +import java.nio.charset.Charset; +import java.nio.file.Path; /** @@ -34,13 +37,13 @@ public class Problem { /** the number of training data */ - public int l; + public int l; /** the number of features (including the bias feature if bias >= 0) */ - public int n; + public int n; /** an array containing the target values */ - public double[] y; + public double[] y; /** array of sparse feature nodes */ public Feature[][] x; @@ -49,12 +52,49 @@ public class Problem { * If bias >= 0, we assume that one additional feature is added * to the end of each data instance */ - public double bias; + public double bias = -1; /** - * see {@link Train#readProblem(File, double)} + * @deprecated use {@link Problem#readFromFile(Path, double)} instead */ + @Deprecated public static Problem readFromFile(File file, double bias) throws IOException, InvalidInputDataException { - return Train.readProblem(file, bias); + return readFromFile(file.toPath(), bias); + } + + /** + * see {@link Train#readProblem(Path, double)} + */ + public static Problem readFromFile(Path path, double bias) throws IOException, InvalidInputDataException { + return Train.readProblem(path, bias); + } + + /** + * @deprecated use {@link Problem#readFromFile(Path, Charset, double)} instead + */ + @Deprecated + public static Problem readFromFile(File file, Charset charset, double bias) throws IOException, InvalidInputDataException { + return readFromFile(file.toPath(), charset, bias); + } + + /** + * see {@link Train#readProblem(Path, Charset, double)} + */ + public static Problem readFromFile(Path path, Charset charset, double bias) throws IOException, InvalidInputDataException { + return Train.readProblem(path, charset, bias); + } + + /** + * see {@link Train#readProblem(InputStream, double)} + */ + public static Problem readFromStream(InputStream inputStream, double bias) throws IOException, InvalidInputDataException { + return Train.readProblem(inputStream, bias); + } + + /** + * see {@link Train#readProblem(InputStream, Charset, double)} + */ + public static Problem readFromStream(InputStream inputStream, Charset charset, double bias) throws IOException, InvalidInputDataException { + return Train.readProblem(inputStream, charset, bias); } } diff --git a/src/main/java/de/bwaldvogel/liblinear/SolverMCSVM_CS.java b/src/main/java/de/bwaldvogel/liblinear/SolverMCSVM_CS.java index 106598d..2c7e22f 100644 --- a/src/main/java/de/bwaldvogel/liblinear/SolverMCSVM_CS.java +++ b/src/main/java/de/bwaldvogel/liblinear/SolverMCSVM_CS.java @@ -1,8 +1,9 @@ package de.bwaldvogel.liblinear; -import static de.bwaldvogel.liblinear.Linear.copyOf; -import static de.bwaldvogel.liblinear.Linear.info; -import static de.bwaldvogel.liblinear.Linear.swap; +import static de.bwaldvogel.liblinear.Linear.*; + +import java.util.Arrays; +import java.util.Random; /** @@ -36,26 +37,19 @@ class SolverMCSVM_CS { private final double[] G; private final int max_iter; private final int w_size, l; - private final int nr_class; - private final Problem prob; - - public SolverMCSVM_CS( Problem prob, int nr_class, double[] C ) { - this(prob, nr_class, C, 0.1); - } - - public SolverMCSVM_CS( Problem prob, int nr_class, double[] C, double eps ) { - this(prob, nr_class, C, eps, 100000); - } - + private final int nr_class; + private final Problem prob; + private final Random random; - public SolverMCSVM_CS( Problem prob, int nr_class, double[] weighted_C, double eps, int max_iter ) { + public SolverMCSVM_CS(Problem prob, int nr_class, double[] C, double eps, Random random) { this.w_size = prob.n; this.l = prob.l; this.nr_class = nr_class; this.eps = eps; - this.max_iter = max_iter; + this.random = random; + this.max_iter = 100000; this.prob = prob; - this.C = weighted_C; + this.C = C; this.B = new double[nr_class]; this.G = new double[nr_class]; } @@ -66,8 +60,10 @@ private int GETI(int i) { private boolean be_shrunk(int i, int m, int yi, double alpha_i, double minG) { double bound = 0; - if (m == yi) bound = C[GETI(i)]; - if (alpha_i == bound && G[m] < minG) return true; + if (m == yi) + bound = C[GETI(i)]; + if (alpha_i == bound && G[m] < minG) + return true; return false; } @@ -122,7 +118,7 @@ public void solve(double[] w) { for (i = 0; i < active_size; i++) { // int j = i+rand()%(active_size-i); - int j = i + Linear.random.nextInt(active_size - i); + int j = i + random.nextInt(active_size - i); swap(index, i, j); } for (s = 0; s < active_size; s++) { @@ -138,7 +134,8 @@ public void solve(double[] w) { if (Ai > 0) { for (m = 0; m < active_size_i[i]; m++) G[m] = 1; - if (y_index[i] < active_size_i[i]) G[y_index[i]] = 0; + if (y_index[i] < active_size_i[i]) + G[y_index[i]] = 0; for (Feature xi : prob.x[i]) { // double *w_i = &w[(xi.index-1)*nr_class]; @@ -152,8 +149,10 @@ public void solve(double[] w) { double minG = Double.POSITIVE_INFINITY; double maxG = Double.NEGATIVE_INFINITY; for (m = 0; m < active_size_i[i]; m++) { - if (alpha_i.get(alpha_index_i.get(m)) < 0 && G[m] < minG) minG = G[m]; - if (G[m] > maxG) maxG = G[m]; + if (alpha_i.get(alpha_index_i.get(m)) < 0 && G[m] < minG) + minG = G[m]; + if (G[m] > maxG) + maxG = G[m]; } if (y_index[i] < active_size_i[i]) { if (alpha_i.get((int)prob.y[i]) < C[GETI(i)] && G[y_index[i]] < minG) { @@ -170,7 +169,8 @@ public void solve(double[] w) { swap(G, m, active_size_i[i]); if (y_index[i] == active_size_i[i]) y_index[i] = m; - else if (y_index[i] == m) y_index[i] = active_size_i[i]; + else if (y_index[i] == m) + y_index[i] = active_size_i[i]; break; } active_size_i[i]--; @@ -237,7 +237,8 @@ public void solve(double[] w) { } info("%noptimization finished, #iter = %d%n", iter); - if (iter >= max_iter) info("%nWARNING: reaching max number of iterations%n"); + if (iter >= max_iter) + info("%nWARNING: reaching max number of iterations%n"); // calculate objective value double v = 0; @@ -247,7 +248,8 @@ public void solve(double[] w) { v = 0.5 * v; for (i = 0; i < l * nr_class; i++) { v += alpha[i]; - if (Math.abs(alpha[i]) > 0) nSV++; + if (Math.abs(alpha[i]) > 0) + nSV++; } for (i = 0; i < l; i++) v -= alpha[i * nr_class + (int)prob.y[i]]; @@ -260,10 +262,11 @@ private void solve_sub_problem(double A_i, int yi, double C_yi, int active_i, do int r; assert active_i <= B.length; // no padding - double[] D = copyOf(B, active_i); + double[] D = Arrays.copyOf(B, active_i); // clone(D, B, active_i); - if (yi < active_i) D[yi] += A_i * C_yi; + if (yi < active_i) + D[yi] += A_i * C_yi; // qsort(D, active_i, sizeof(double), compare_double); ArraySorter.reversedMergesort(D); diff --git a/src/main/java/de/bwaldvogel/liblinear/SolverType.java b/src/main/java/de/bwaldvogel/liblinear/SolverType.java index 533e091..9914f00 100644 --- a/src/main/java/de/bwaldvogel/liblinear/SolverType.java +++ b/src/main/java/de/bwaldvogel/liblinear/SolverType.java @@ -81,23 +81,32 @@ public enum SolverType { */ L2R_L1LOSS_SVR_DUAL(13, false, true), + /** + * one-class support vector machine (dual) + * + * @since 2.40 + */ + ONECLASS_SVM(21, false, false), + ; private final boolean logisticRegressionSolver; private final boolean supportVectorRegression; private final int id; - private SolverType( int id, boolean logisticRegressionSolver, boolean supportVectorRegression ) { + SolverType(int id, boolean logisticRegressionSolver, boolean supportVectorRegression) { this.id = id; this.logisticRegressionSolver = logisticRegressionSolver; this.supportVectorRegression = supportVectorRegression; } - private static Map SOLVERS_BY_ID = new HashMap(); + private static final Map SOLVERS_BY_ID = new HashMap<>(); + static { for (SolverType solverType : SolverType.values()) { SolverType old = SOLVERS_BY_ID.put(Integer.valueOf(solverType.getId()), solverType); - if (old != null) throw new Error("duplicate solver type ID: " + solverType.getId()); + if (old != null) + throw new Error("duplicate solver type ID: " + solverType.getId()); } } @@ -126,4 +135,12 @@ public boolean isLogisticRegressionSolver() { public boolean isSupportVectorRegression() { return supportVectorRegression; } + + /** + * @since 2.40 + */ + public boolean isOneClass() { + return equals(ONECLASS_SVM); + } + } diff --git a/src/main/java/de/bwaldvogel/liblinear/SparseOperator.java b/src/main/java/de/bwaldvogel/liblinear/SparseOperator.java new file mode 100644 index 0000000..a09c691 --- /dev/null +++ b/src/main/java/de/bwaldvogel/liblinear/SparseOperator.java @@ -0,0 +1,52 @@ +package de.bwaldvogel.liblinear; + +class SparseOperator { + + static double nrm2_sq(Feature[] x) { + double ret = 0; + for (Feature feature : x) { + ret += feature.getValue() * feature.getValue(); + } + return (ret); + } + + static double dot(double[] s, Feature[] x) { + double ret = 0; + for (Feature feature : x) { + ret += s[feature.getIndex() - 1] * feature.getValue(); + } + return (ret); + } + + static double sparse_dot(Feature[] x1, Feature[] x2) { + double ret = 0; + + int pos1 = 0; + int pos2 = 0; + + while (pos1 < x1.length && pos2 < x2.length) { + int index1 = x1[pos1].getIndex(); + int index2 = x2[pos2].getIndex(); + if (index1 == index2) { + ret += x1[pos1].getValue() * x2[pos2].getValue(); + pos1++; + pos2++; + } else { + if (index1 > index2) { + pos2++; + } else { + pos1++; + } + } + } + + return (ret); + } + + static void axpy(double a, Feature[] x, double[] y) { + for (Feature feature : x) { + y[feature.getIndex() - 1] += a * feature.getValue(); + } + } + +} diff --git a/src/main/java/de/bwaldvogel/liblinear/Train.java b/src/main/java/de/bwaldvogel/liblinear/Train.java index 5fd7060..8489d1e 100644 --- a/src/main/java/de/bwaldvogel/liblinear/Train.java +++ b/src/main/java/de/bwaldvogel/liblinear/Train.java @@ -1,12 +1,17 @@ package de.bwaldvogel.liblinear; -import static de.bwaldvogel.liblinear.Linear.atof; -import static de.bwaldvogel.liblinear.Linear.atoi; +import static de.bwaldvogel.liblinear.Linear.*; +import static de.bwaldvogel.liblinear.SolverType.*; import java.io.BufferedReader; import java.io.File; -import java.io.FileReader; import java.io.IOException; +import java.io.InputStream; +import java.io.InputStreamReader; +import java.nio.charset.Charset; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; import java.util.ArrayList; import java.util.List; import java.util.NoSuchElementException; @@ -20,6 +25,10 @@ public static void main(String[] args) throws IOException, InvalidInputDataExcep } private double bias = 1; + private boolean find_parameters = false; + private boolean C_specified = false; + private boolean P_specified = false; + private boolean solver_specified = false; private boolean cross_validation = false; private String inputFilename; private String modelFilename; @@ -27,6 +36,25 @@ public static void main(String[] args) throws IOException, InvalidInputDataExcep private Parameter param = null; private Problem prob = null; + private void do_find_parameters() { + double start_C, start_p; + if (C_specified) + start_C = param.C; + else + start_C = -1.0; + if (P_specified) + start_p = param.p; + else + start_p = -1.0; + + System.out.printf("Doing parameter search with %d-fold cross validation.%n", nr_fold); + ParameterSearchResult result = Linear.findParameters(prob, param, nr_fold, start_C, start_p); + if (param.getSolverType() == L2R_LR || param.getSolverType() == L2R_L2LOSS_SVC) + System.out.printf("Best C = %g CV accuracy = %g%%\n", result.getBestC(), 100.0 * result.getBestScore()); + else if (param.getSolverType() == L2R_L2LOSS_SVR) + System.out.printf("Best C = %g Best p = %g CV MSE = %g\n", result.getBestC(), result.getBestP(), result.getBestScore()); + } + private void do_cross_validation() { double total_error = 0; @@ -56,7 +84,8 @@ private void do_cross_validation() { } else { int total_correct = 0; for (int i = 0; i < prob.l; i++) - if (target[i] == prob.y[i]) ++total_correct; + if (target[i] == prob.y[i]) + ++total_correct; System.out.printf("correct: %d%n", total_correct); System.out.printf("Cross Validation Accuracy = %g%%%n", 100.0 * total_correct / prob.l); @@ -68,75 +97,91 @@ private void exit_with_help() { + "options:%n" + "-s type : set type of solver (default 1)%n" + " for multi-class classification%n" - + " 0 -- L2-regularized logistic regression (primal)%n" - + " 1 -- L2-regularized L2-loss support vector classification (dual)%n" - + " 2 -- L2-regularized L2-loss support vector classification (primal)%n" - + " 3 -- L2-regularized L1-loss support vector classification (dual)%n" - + " 4 -- support vector classification by Crammer and Singer%n" - + " 5 -- L1-regularized L2-loss support vector classification%n" - + " 6 -- L1-regularized logistic regression%n" - + " 7 -- L2-regularized logistic regression (dual)%n" + + " 0 -- L2-regularized logistic regression (primal)%n" + + " 1 -- L2-regularized L2-loss support vector classification (dual)%n" + + " 2 -- L2-regularized L2-loss support vector classification (primal)%n" + + " 3 -- L2-regularized L1-loss support vector classification (dual)%n" + + " 4 -- support vector classification by Crammer and Singer%n" + + " 5 -- L1-regularized L2-loss support vector classification%n" + + " 6 -- L1-regularized logistic regression%n" + + " 7 -- L2-regularized logistic regression (dual)%n" + " for regression%n" - + " 11 -- L2-regularized L2-loss support vector regression (primal)%n" - + " 12 -- L2-regularized L2-loss support vector regression (dual)%n" - + " 13 -- L2-regularized L1-loss support vector regression (dual)%n" + + " 11 -- L2-regularized L2-loss support vector regression (primal)%n" + + " 12 -- L2-regularized L2-loss support vector regression (dual)%n" + + " 13 -- L2-regularized L1-loss support vector regression (dual)%n" + + " for outlier detection%n" + + " 21 -- one-class support vector machine (dual)%n" + "-c cost : set the parameter C (default 1)%n" + "-p epsilon : set the epsilon in loss function of SVR (default 0.1)%n" + + "-n nu : set the parameter nu of one-class SVM (default 0.5)%n" + "-e epsilon : set tolerance of termination criterion%n" - + " -s 0 and 2%n" + " |f'(w)|_2 <= eps*min(pos,neg)/l*|f'(w0)|_2,%n" - + " where f is the primal function and pos/neg are # of%n" - + " positive/negative data (default 0.01)%n" + " -s 11%n" - + " |f'(w)|_2 <= eps*|f'(w0)|_2 (default 0.001)%n" - + " -s 1, 3, 4 and 7%n" + " Dual maximal violation <= eps; similar to libsvm (default 0.1)%n" - + " -s 5 and 6%n" - + " |f'(w)|_1 <= eps*min(pos,neg)/l*|f'(w0)|_1,%n" - + " where f is the primal function (default 0.01)%n" - + " -s 12 and 13\n" - + " |f'(alpha)|_1 <= eps |f'(alpha0)|,\n" - + " where f is the dual function (default 0.1)\n" + + " -s 0 and 2%n" + + " |f'(w)|_2 <= eps*min(pos,neg)/l*|f'(w0)|_2,%n" + + " where f is the primal function and pos/neg are # of%n" + + " positive/negative data (default 0.01)%n" + + " -s 11%n" + + " |f'(w)|_2 <= eps*|f'(w0)|_2 (default 0.0001)%n" + + " -s 1, 3, 4, 7, and 21%n" + + " Dual maximal violation <= eps; similar to libsvm (default 0.1 except 0.01 for -s 21)%n" + + " -s 5 and 6%n" + + " |f'(w)|_1 <= eps*min(pos,neg)/l*|f'(w0)|_1,%n" + + " where f is the primal function (default 0.01)%n" + + " -s 12 and 13%n" + + " |f'(alpha)|_1 <= eps |f'(alpha0)|,%n" + + " where f is the dual function (default 0.1)%n" + "-B bias : if bias >= 0, instance x becomes [x; bias]; if < 0, no bias term added (default -1)%n" + + "-R : not regularize the bias; must with -B 1 to have the bias; DON'T use this unless you know what it is%n" + + " (for -s 0, 2, 5, 6, 11)%n" + "-wi weight: weights adjust the parameter C of different classes (see README for details)%n" + "-v n: n-fold cross validation mode%n" + + "-C : find parameters (C for -s 0, 2 and C, p for -s 11)%n" + "-q : quiet mode (no outputs)%n"); System.exit(1); } - - Problem getProblem() { + public Problem getProblem() { return prob; } - double getBias() { + public double getBias() { return bias; } - Parameter getParameter() { + public Parameter getParameter() { return param; } - void parse_command_line(String argv[]) { + public void parse_command_line(String argv[]) { int i; // eps: see setting below - param = new Parameter(SolverType.L2R_L2LOSS_SVC_DUAL, 1, Double.POSITIVE_INFINITY, 0.1); + param = new Parameter(L2R_L2LOSS_SVC_DUAL, 1, Double.POSITIVE_INFINITY, 0.1); // default values bias = -1; cross_validation = false; // parse options for (i = 0; i < argv.length; i++) { - if (argv[i].charAt(0) != '-') break; - if (++i >= argv.length) exit_with_help(); + if (argv[i].charAt(0) != '-') + break; + if (++i >= argv.length) + exit_with_help(); switch (argv[i - 1].charAt(1)) { case 's': param.solverType = SolverType.getById(atoi(argv[i])); + solver_specified = true; break; case 'c': param.setC(atof(argv[i])); + C_specified = true; break; case 'p': + P_specified = true; param.setP(atof(argv[i])); break; + case 'n': + param.nu = atof(argv[i]); + break; case 'e': param.setEps(atof(argv[i])); break; @@ -161,6 +206,14 @@ void parse_command_line(String argv[]) { i--; Linear.disableDebugOutput(); break; + case 'C': + find_parameters = true; + i--; + break; + case 'R': + param.regularize_bias = false; + i--; + break; default: System.err.println("unknown option"); exit_with_help(); @@ -169,7 +222,8 @@ void parse_command_line(String argv[]) { // determine filenames - if (i >= argv.length) exit_with_help(); + if (i >= argv.length) + exit_with_help(); inputFilename = argv[i]; @@ -181,6 +235,19 @@ void parse_command_line(String argv[]) { modelFilename = argv[i].substring(p) + ".model"; } + // default solver for parameter selection is L2R_L2LOSS_SVC + if (find_parameters) { + if (!cross_validation) + nr_fold = 5; + if (!solver_specified) { + System.err.printf("Solver not specified. Using -s 2%n"); + param.setSolverType(L2R_L2LOSS_SVC); + } else if (param.getSolverType() != L2R_LR && param.getSolverType() != L2R_L2LOSS_SVC && param.getSolverType() != L2R_L2LOSS_SVR) { + System.err.printf("Warm-start parameter search only available for -s 0, -s 2 and -s 11%n"); + exit_with_help(); + } + } + if (param.eps == Double.POSITIVE_INFINITY) { switch (param.solverType) { case L2R_LR: @@ -188,7 +255,7 @@ void parse_command_line(String argv[]) { param.setEps(0.01); break; case L2R_L2LOSS_SVR: - param.setEps(0.001); + param.setEps(0.0001); break; case L2R_L2LOSS_SVC_DUAL: case L2R_L1LOSS_SVC_DUAL: @@ -204,6 +271,9 @@ void parse_command_line(String argv[]) { case L2R_L2LOSS_SVR_DUAL: param.setEps(0.1); break; + case ONECLASS_SVM: + param.setEps(0.01); + break; default: throw new IllegalStateException("unknown solver type: " + param.solverType); } @@ -215,82 +285,123 @@ void parse_command_line(String argv[]) { * @param file the SVM file * @throws IOException obviously in case of any I/O exception ;) * @throws InvalidInputDataException if the input file is not correctly formatted + * @deprecated use {@link Train#readProblem(Path, double)} instead */ + @Deprecated public static Problem readProblem(File file, double bias) throws IOException, InvalidInputDataException { - BufferedReader fp = new BufferedReader(new FileReader(file)); - List vy = new ArrayList(); - List vx = new ArrayList(); + return readProblem(file.toPath(), bias); + } + + /** + * reads a problem from LibSVM format + * @throws IOException obviously in case of any I/O exception ;) + * @throws InvalidInputDataException if the input file is not correctly formatted + */ + public static Problem readProblem(Path path, double bias) throws IOException, InvalidInputDataException { + try (InputStream inputStream = Files.newInputStream(path)) { + return readProblem(inputStream, bias); + } + } + + /** + * @deprecated use {@link Train#readProblem(Path, Charset, double)} instead + */ + @Deprecated + public static Problem readProblem(File file, Charset charset, double bias) throws IOException, InvalidInputDataException { + return readProblem(file.toPath(), charset, bias); + } + + public static Problem readProblem(Path path, Charset charset, double bias) throws IOException, InvalidInputDataException { + try (InputStream inputStream = Files.newInputStream(path)) { + return readProblem(inputStream, charset, bias); + } + } + + public static Problem readProblem(InputStream inputStream, double bias) throws IOException, InvalidInputDataException { + return readProblem(inputStream, Charset.defaultCharset(), bias); + } + + public static Problem readProblem(InputStream inputStream, Charset charset, double bias) throws IOException, InvalidInputDataException { + BufferedReader fp = new BufferedReader(new InputStreamReader(inputStream, charset)); + List vy = new ArrayList<>(); + List vx = new ArrayList<>(); int max_index = 0; int lineNr = 0; - try { - while (true) { - String line = fp.readLine(); - if (line == null) break; - lineNr++; + while (true) { + String line = fp.readLine(); + if (line == null) + break; + lineNr++; + + StringTokenizer st = new StringTokenizer(line, " \t\n\r\f:"); + String token; + try { + token = st.nextToken(); + } catch (NoSuchElementException e) { + throw new InvalidInputDataException("empty line", lineNr, e); + } - StringTokenizer st = new StringTokenizer(line, " \t\n\r\f:"); - String token; - try { - token = st.nextToken(); - } catch (NoSuchElementException e) { - throw new InvalidInputDataException("empty line", file, lineNr, e); - } + try { + vy.add(atof(token)); + } catch (NumberFormatException e) { + throw new InvalidInputDataException("invalid label: " + token, lineNr, e); + } + int m = st.countTokens() / 2; + Feature[] x; + if (bias >= 0) { + x = new Feature[m + 1]; + } else { + x = new Feature[m]; + } + int indexBefore = 0; + for (int j = 0; j < m; j++) { + + token = st.nextToken(); + int index; try { - vy.add(atof(token)); + index = atoi(token); } catch (NumberFormatException e) { - throw new InvalidInputDataException("invalid label: " + token, file, lineNr, e); + throw new InvalidInputDataException("invalid index: " + token, lineNr, e); } - int m = st.countTokens() / 2; - Feature[] x; - if (bias >= 0) { - x = new Feature[m + 1]; - } else { - x = new Feature[m]; - } - int indexBefore = 0; - for (int j = 0; j < m; j++) { - - token = st.nextToken(); - int index; - try { - index = atoi(token); - } catch (NumberFormatException e) { - throw new InvalidInputDataException("invalid index: " + token, file, lineNr, e); - } + // assert that indices are valid and sorted + if (index <= 0) + throw new InvalidInputDataException("invalid index: " + index, lineNr); + if (index <= indexBefore) + throw new InvalidInputDataException("indices must be sorted in ascending order", lineNr); + indexBefore = index; - // assert that indices are valid and sorted - if (index < 0) throw new InvalidInputDataException("invalid index: " + index, file, lineNr); - if (index <= indexBefore) throw new InvalidInputDataException("indices must be sorted in ascending order", file, lineNr); - indexBefore = index; - - token = st.nextToken(); - try { - double value = atof(token); - x[j] = new FeatureNode(index, value); - } catch (NumberFormatException e) { - throw new InvalidInputDataException("invalid value: " + token, file, lineNr); - } - } - if (m > 0) { - max_index = Math.max(max_index, x[m - 1].getIndex()); + token = st.nextToken(); + try { + double value = atof(token); + x[j] = new FeatureNode(index, value); + } catch (NumberFormatException e) { + throw new InvalidInputDataException("invalid value: " + token, lineNr); } - - vx.add(x); + } + if (m > 0) { + max_index = Math.max(max_index, x[m - 1].getIndex()); } - return constructProblem(vy, vx, max_index, bias); - } - finally { - fp.close(); + vx.add(x); } + + return constructProblem(vy, vx, max_index, bias); + } + + public void readProblem(Path path) throws IOException, InvalidInputDataException { + prob = Train.readProblem(path, bias); + } + + public void readProblem(String filename) throws IOException, InvalidInputDataException { + readProblem(filename, bias); } - void readProblem(String filename) throws IOException, InvalidInputDataException { - prob = Train.readProblem(new File(filename), bias); + public void readProblem(String filename, double bias) throws IOException, InvalidInputDataException { + prob = Train.readProblem(Paths.get(filename), bias); } private static int[] addToArray(int[] array, int newElement) { @@ -341,11 +452,21 @@ private static Problem constructProblem(List vy, List vx, int private void run(String[] args) throws IOException, InvalidInputDataException { parse_command_line(args); readProblem(inputFilename); - if (cross_validation) + if (find_parameters) { + do_find_parameters(); + } else if (cross_validation) do_cross_validation(); else { Model model = Linear.train(prob, param); - Linear.saveModel(new File(modelFilename), model); + Linear.saveModel(Paths.get(modelFilename), model); } } + + boolean isFindParameters() { + return find_parameters; + } + + int getNumFolds() { + return nr_fold; + } } diff --git a/src/main/java/de/bwaldvogel/liblinear/Tron.java b/src/main/java/de/bwaldvogel/liblinear/Tron.java deleted file mode 100644 index 23adf07..0000000 --- a/src/main/java/de/bwaldvogel/liblinear/Tron.java +++ /dev/null @@ -1,260 +0,0 @@ -package de.bwaldvogel.liblinear; - -import static de.bwaldvogel.liblinear.Linear.info; - -/** - * Trust Region Newton Method optimization - */ -class Tron { - - private final Function fun_obj; - - private final double eps; - - private final int max_iter; - - public Tron( final Function fun_obj ) { - this(fun_obj, 0.1); - } - - public Tron( final Function fun_obj, double eps ) { - this(fun_obj, eps, 1000); - } - - public Tron( final Function fun_obj, double eps, int max_iter ) { - this.fun_obj = fun_obj; - this.eps = eps; - this.max_iter = max_iter; - } - - void tron(double[] w) { - // Parameters for updating the iterates. - double eta0 = 1e-4, eta1 = 0.25, eta2 = 0.75; - - // Parameters for updating the trust region size delta. - double sigma1 = 0.25, sigma2 = 0.5, sigma3 = 4; - - int n = fun_obj.get_nr_variable(); - int i, cg_iter; - double delta, snorm, one = 1.0; - double alpha, f, fnew, prered, actred, gs; - int search = 1, iter = 1; - double[] s = new double[n]; - double[] r = new double[n]; - double[] w_new = new double[n]; - double[] g = new double[n]; - - for (i = 0; i < n; i++) - w[i] = 0; - - f = fun_obj.fun(w); - fun_obj.grad(w, g); - delta = euclideanNorm(g); - double gnorm1 = delta; - double gnorm = gnorm1; - - if (gnorm <= eps * gnorm1) search = 0; - - iter = 1; - - while (iter <= max_iter && search != 0) { - cg_iter = trcg(delta, g, s, r); - - System.arraycopy(w, 0, w_new, 0, n); - daxpy(one, s, w_new); - - gs = dot(g, s); - prered = -0.5 * (gs - dot(s, r)); - fnew = fun_obj.fun(w_new); - - // Compute the actual reduction. - actred = f - fnew; - - // On the first iteration, adjust the initial step bound. - snorm = euclideanNorm(s); - if (iter == 1) delta = Math.min(delta, snorm); - - // Compute prediction alpha*snorm of the step. - if (fnew - f - gs <= 0) - alpha = sigma3; - else - alpha = Math.max(sigma1, -0.5 * (gs / (fnew - f - gs))); - - // Update the trust region bound according to the ratio of actual to - // predicted reduction. - if (actred < eta0 * prered) - delta = Math.min(Math.max(alpha, sigma1) * snorm, sigma2 * delta); - else if (actred < eta1 * prered) - delta = Math.max(sigma1 * delta, Math.min(alpha * snorm, sigma2 * delta)); - else if (actred < eta2 * prered) - delta = Math.max(sigma1 * delta, Math.min(alpha * snorm, sigma3 * delta)); - else - delta = Math.max(delta, Math.min(alpha * snorm, sigma3 * delta)); - - info("iter %2d act %5.3e pre %5.3e delta %5.3e f %5.3e |g| %5.3e CG %3d%n", iter, actred, prered, delta, f, gnorm, cg_iter); - - if (actred > eta0 * prered) { - iter++; - System.arraycopy(w_new, 0, w, 0, n); - f = fnew; - fun_obj.grad(w, g); - - gnorm = euclideanNorm(g); - if (gnorm <= eps * gnorm1) break; - } - if (f < -1.0e+32) { - info("WARNING: f < -1.0e+32%n"); - break; - } - if (Math.abs(actred) <= 0 && prered <= 0) { - info("WARNING: actred and prered <= 0%n"); - break; - } - if (Math.abs(actred) <= 1.0e-12 * Math.abs(f) && Math.abs(prered) <= 1.0e-12 * Math.abs(f)) { - info("WARNING: actred and prered too small%n"); - break; - } - } - } - - private int trcg(double delta, double[] g, double[] s, double[] r) { - int n = fun_obj.get_nr_variable(); - double one = 1; - double[] d = new double[n]; - double[] Hd = new double[n]; - double rTr, rnewTrnew, cgtol; - - for (int i = 0; i < n; i++) { - s[i] = 0; - r[i] = -g[i]; - d[i] = r[i]; - } - cgtol = 0.1 * euclideanNorm(g); - - int cg_iter = 0; - rTr = dot(r, r); - - while (true) { - if (euclideanNorm(r) <= cgtol) break; - cg_iter++; - fun_obj.Hv(d, Hd); - - double alpha = rTr / dot(d, Hd); - daxpy(alpha, d, s); - if (euclideanNorm(s) > delta) { - info("cg reaches trust region boundary%n"); - alpha = -alpha; - daxpy(alpha, d, s); - - double std = dot(s, d); - double sts = dot(s, s); - double dtd = dot(d, d); - double dsq = delta * delta; - double rad = Math.sqrt(std * std + dtd * (dsq - sts)); - if (std >= 0) - alpha = (dsq - sts) / (std + rad); - else - alpha = (rad - std) / dtd; - daxpy(alpha, d, s); - alpha = -alpha; - daxpy(alpha, Hd, r); - break; - } - alpha = -alpha; - daxpy(alpha, Hd, r); - rnewTrnew = dot(r, r); - double beta = rnewTrnew / rTr; - scale(beta, d); - daxpy(one, r, d); - rTr = rnewTrnew; - } - - return (cg_iter); - } - - /** - * constant times a vector plus a vector - * - * 
-     * vector2 += constant * vector1
-     *
- * - * @since 1.8 - */ - private static void daxpy(double constant, double vector1[], double vector2[]) { - if (constant == 0) return; - - assert vector1.length == vector2.length; - for (int i = 0; i < vector1.length; i++) { - vector2[i] += constant * vector1[i]; - } - } - - /** - * returns the dot product of two vectors - * - * @since 1.8 - */ - private static double dot(double vector1[], double vector2[]) { - - double product = 0; - assert vector1.length == vector2.length; - for (int i = 0; i < vector1.length; i++) { - product += vector1[i] * vector2[i]; - } - return product; - - } - - /** - * returns the euclidean norm of a vector - * - * @since 1.8 - */ - private static double euclideanNorm(double vector[]) { - - int n = vector.length; - - if (n < 1) { - return 0; - } - - if (n == 1) { - return Math.abs(vector[0]); - } - - // this algorithm is (often) more accurate than just summing up the squares and taking the square-root afterwards - - double scale = 0; // scaling factor that is factored out - double sum = 1; // basic sum of squares from which scale has been factored out - for (int i = 0; i < n; i++) { - if (vector[i] != 0) { - double abs = Math.abs(vector[i]); - // try to get the best scaling factor - if (scale < abs) { - double t = scale / abs; - sum = 1 + sum * (t * t); - scale = abs; - } else { - double t = abs / scale; - sum += t * t; - } - } - } - - return scale * Math.sqrt(sum); - } - - /** - * scales a vector by a constant - * - * @since 1.8 - */ - private static void scale(double constant, double vector[]) { - if (constant == 1.0) return; - for (int i = 0; i < vector.length; i++) { - vector[i] *= constant; - } - - } -} diff --git a/src/test/java/de/bwaldvogel/liblinear/ArrayPointerTest.java b/src/test/java/de/bwaldvogel/liblinear/ArrayPointerTest.java index d7a7166..4a897ba 100644 --- a/src/test/java/de/bwaldvogel/liblinear/ArrayPointerTest.java +++ b/src/test/java/de/bwaldvogel/liblinear/ArrayPointerTest.java @@ -1,60 +1,55 @@ package de.bwaldvogel.liblinear; -import static org.fest.assertions.Assertions.assertThat; -import static org.fest.assertions.Fail.fail; +import static org.assertj.core.api.Assertions.*; -import org.junit.Test; +import org.junit.jupiter.api.Test; -public class ArrayPointerTest { +class ArrayPointerTest { @Test - public void testGetIntArrayPointer() { + void testGetIntArrayPointer() { int[] foo = new int[] {1, 2, 3, 4, 6}; IntArrayPointer pFoo = new IntArrayPointer(foo, 2); assertThat(pFoo.get(0)).isEqualTo(3); assertThat(pFoo.get(1)).isEqualTo(4); assertThat(pFoo.get(2)).isEqualTo(6); - try { - pFoo.get(3); - fail("ArrayIndexOutOfBoundsException expected"); - } catch (ArrayIndexOutOfBoundsException e) {} + + assertThatExceptionOfType(ArrayIndexOutOfBoundsException.class) + .isThrownBy(() -> pFoo.get(3)); } @Test - public void testSetIntArrayPointer() { + void testSetIntArrayPointer() { int[] foo = new int[] {1, 2, 3, 4, 6}; IntArrayPointer pFoo = new IntArrayPointer(foo, 2); pFoo.set(2, 5); assertThat(foo).isEqualTo(new int[] {1, 2, 3, 4, 5}); - try { - pFoo.set(3, 0); - fail("ArrayIndexOutOfBoundsException expected"); - } catch (ArrayIndexOutOfBoundsException e) {} + + assertThatExceptionOfType(ArrayIndexOutOfBoundsException.class) + .isThrownBy(() -> pFoo.set(3, 0)); } @Test - public void testGetDoubleArrayPointer() { + void testGetDoubleArrayPointer() { double[] foo = new double[] {1, 2, 3, 4, 6}; DoubleArrayPointer pFoo = new DoubleArrayPointer(foo, 2); assertThat(pFoo.get(0)).isEqualTo(3); assertThat(pFoo.get(1)).isEqualTo(4); assertThat(pFoo.get(2)).isEqualTo(6); - try { - pFoo.get(3); - fail("ArrayIndexOutOfBoundsException expected"); - } catch (ArrayIndexOutOfBoundsException e) {} + + assertThatExceptionOfType(ArrayIndexOutOfBoundsException.class) + .isThrownBy(() -> pFoo.get(3)); } @Test - public void testSetDoubleArrayPointer() { + void testSetDoubleArrayPointer() { double[] foo = new double[] {1, 2, 3, 4, 6}; DoubleArrayPointer pFoo = new DoubleArrayPointer(foo, 2); pFoo.set(2, 5); assertThat(foo).isEqualTo(new double[] {1, 2, 3, 4, 5}); - try { - pFoo.set(3, 0); - fail("ArrayIndexOutOfBoundsException expected"); - } catch (ArrayIndexOutOfBoundsException e) {} + + assertThatExceptionOfType(ArrayIndexOutOfBoundsException.class) + .isThrownBy(() -> pFoo.set(3, 0)); } } diff --git a/src/test/java/de/bwaldvogel/liblinear/ArraySorterTest.java b/src/test/java/de/bwaldvogel/liblinear/ArraySorterTest.java index 51a0b9e..3fdf9cf 100644 --- a/src/test/java/de/bwaldvogel/liblinear/ArraySorterTest.java +++ b/src/test/java/de/bwaldvogel/liblinear/ArraySorterTest.java @@ -1,22 +1,23 @@ package de.bwaldvogel.liblinear; -import static de.bwaldvogel.liblinear.Linear.swap; -import static org.fest.assertions.Assertions.assertThat; +import static de.bwaldvogel.liblinear.Linear.*; +import static org.assertj.core.api.Assertions.*; import java.util.Random; -import org.junit.Test; +import org.junit.jupiter.api.Test; -public class ArraySorterTest { +class ArraySorterTest { - private Random random = new Random(); + private final Random random = new Random(); private void assertDescendingOrder(double[] array) { double before = array[0]; for (double d : array) { // accept that case - if (d == 0.0 && before == -0.0) continue; + if (d == 0.0 && before == -0.0) + continue; assertThat(d).isLessThanOrEqualTo(before); before = d; @@ -32,8 +33,7 @@ private void shuffleArray(double[] array) { } @Test - public void testReversedMergesort() { - + void testReversedMergesort() { for (int k = 1; k <= 16 * 8096; k *= 2) { // create random array double[] array = new double[k]; @@ -47,7 +47,7 @@ public void testReversedMergesort() { } @Test - public void testReversedMergesortWithMeanValues() { + void testReversedMergesortWithMeanValues() { double[] array = new double[] {1.0, -0.0, -1.1, 2.0, 3.0, 0.0, 4.0, -0.0, 0.0}; shuffleArray(array); ArraySorter.reversedMergesort(array); diff --git a/src/test/java/de/bwaldvogel/liblinear/FeatureNodeTest.java b/src/test/java/de/bwaldvogel/liblinear/FeatureNodeTest.java index 6af22b0..4a27fd7 100644 --- a/src/test/java/de/bwaldvogel/liblinear/FeatureNodeTest.java +++ b/src/test/java/de/bwaldvogel/liblinear/FeatureNodeTest.java @@ -1,25 +1,31 @@ package de.bwaldvogel.liblinear; -import static org.fest.assertions.Assertions.assertThat; +import static org.assertj.core.api.Assertions.*; -import org.junit.Test; +import org.junit.jupiter.api.Test; +import nl.jqno.equalsverifier.EqualsVerifier; +import nl.jqno.equalsverifier.Warning; -public class FeatureNodeTest { + +class FeatureNodeTest { @Test - public void testConstructorIndexZero() { - // since 1.5 there's no more exception here - new FeatureNode(0, 0); + void testConstructorIndexZero() { + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> new FeatureNode(0, 0)) + .withMessage("index must be > 0"); } - @Test(expected = IllegalArgumentException.class) - public void testConstructorIndexNegative() { - new FeatureNode(-1, 0); + @Test + void testConstructorIndexNegative() { + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> new FeatureNode(-1, 0)) + .withMessage("index must be > 0"); } @Test - public void testConstructorHappy() { + void testConstructorHappy() { Feature fn = new FeatureNode(25, 27.39); assertThat(fn.getIndex()).isEqualTo(25); assertThat(fn.getValue()).isEqualTo(27.39); @@ -28,4 +34,33 @@ public void testConstructorHappy() { assertThat(fn.getIndex()).isEqualTo(1); assertThat(fn.getValue()).isEqualTo(-0.22222); } + + @Test + void testEqualsAndHashCodeContract() throws Exception { + EqualsVerifier.forClass(FeatureNode.class) + .usingGetClass() + .suppress(Warning.NONFINAL_FIELDS) + .verify(); + } + + @Test + void testEqualsAndHashCodeNaNValue() throws Exception { + FeatureNode a = new FeatureNode(1, Double.NaN); + FeatureNode b = new FeatureNode(1, Double.NaN); + assertThat(a).isEqualTo(b); + assertThat(a).hasSameHashCodeAs(b); + } + + @Test + void testEqualsWithPositiveAndNegativeZeroValue() throws Exception { + FeatureNode a = new FeatureNode(1, -0.0); + FeatureNode b = new FeatureNode(1, +0.0); + assertThat(a).isNotEqualTo(b); + } + + @Test + void testToString() throws Exception { + assertThat(new FeatureNode(1, 2.0)).hasToString("FeatureNode(idx=1, value=2.0)"); + } + } diff --git a/src/test/java/de/bwaldvogel/liblinear/LinearTest.java b/src/test/java/de/bwaldvogel/liblinear/LinearTest.java index b6af1d7..b08bc89 100644 --- a/src/test/java/de/bwaldvogel/liblinear/LinearTest.java +++ b/src/test/java/de/bwaldvogel/liblinear/LinearTest.java @@ -1,39 +1,45 @@ package de.bwaldvogel.liblinear; -import static org.fest.assertions.Assertions.assertThat; -import static org.fest.assertions.Fail.fail; -import static org.mockito.Mockito.doThrow; -import static org.mockito.Mockito.times; -import static org.mockito.Mockito.verify; +import static de.bwaldvogel.liblinear.SolverType.*; +import static de.bwaldvogel.liblinear.TestUtils.*; +import static org.assertj.core.api.Assertions.*; +import static org.mockito.Mockito.*; -import java.io.File; import java.io.IOException; import java.io.Writer; +import java.nio.file.Path; +import java.nio.file.Paths; import java.util.ArrayList; +import java.util.Arrays; import java.util.Collections; +import java.util.EnumSet; import java.util.List; import java.util.Random; import java.util.Set; import java.util.TreeSet; -import org.fest.assertions.Delta; -import org.junit.BeforeClass; -import org.junit.Test; -import org.powermock.api.mockito.PowerMockito; +import org.assertj.core.data.Offset; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; -public class LinearTest { +class LinearTest { - private static Random random = new Random(12345); + private static final Random random = new Random(12345); - @BeforeClass - public static void disableDebugOutput() { + @BeforeEach + public void reset() throws Exception { Linear.disableDebugOutput(); } - public static Model createRandomModel() { + static Model createRandomModel() { + return createRandomModel(L2R_LR); + } + + static Model createRandomModel(SolverType solverType) { Model model = new Model(); - model.solverType = SolverType.L2R_LR; + model.solverType = solverType; model.bias = 2; model.label = new int[] {1, Integer.MAX_VALUE, 2}; model.w = new double[model.label.length * 300]; @@ -48,10 +54,13 @@ public static Model createRandomModel() { model.nr_feature = model.w.length / model.label.length - 1; model.nr_class = model.label.length; + if (solverType.isOneClass()) { + model.rho = random.nextDouble(); + } return model; } - public static Problem createRandomProblem(int numClasses) { + private static Problem createRandomProblem(int numClasses) { Problem prob = new Problem(); prob.bias = -1; prob.l = random.nextInt(100) + 1; @@ -63,12 +72,12 @@ public static Problem createRandomProblem(int numClasses) { prob.y[i] = random.nextInt(numClasses); - Set randomNumbers = new TreeSet(); + Set randomNumbers = new TreeSet<>(); int num = random.nextInt(prob.n) + 1; for (int j = 0; j < num; j++) { randomNumbers.add(random.nextInt(prob.n) + 1); } - List randomIndices = new ArrayList(randomNumbers); + List randomIndices = new ArrayList<>(randomNumbers); Collections.sort(randomIndices); prob.x[i] = new FeatureNode[randomIndices.size()]; @@ -83,7 +92,7 @@ public static Problem createRandomProblem(int numClasses) { * create a very simple problem and check if the clearly separated examples are recognized as such */ @Test - public void testTrainPredict() { + void testTrainPredict() { Problem prob = new Problem(); prob.bias = -1; prob.l = 4; @@ -111,11 +120,17 @@ public void testTrainPredict() { prob.y[3] = 0; for (SolverType solver : SolverType.values()) { + if (solver.isOneClass()) { + continue; + } for (double C = 0.1; C <= 100.; C *= 1.2) { - // compared the behavior with the C version - if (C < 0.2) if (solver == SolverType.L1R_L2LOSS_SVC) continue; - if (C < 0.7) if (solver == SolverType.L1R_LR) continue; + if (C < 0.2) + if (solver == L1R_L2LOSS_SVC) + continue; + if (C < 0.7) + if (solver == L1R_LR) + continue; if (solver.isSupportVectorRegression()) { continue; @@ -125,7 +140,7 @@ public void testTrainPredict() { Model model = Linear.train(prob, param); double[] featureWeights = model.getFeatureWeights(); - if (solver == SolverType.MCSVM_CS) { + if (solver == MCSVM_CS) { assertThat(featureWeights.length).isEqualTo(8); } else { assertThat(featureWeights.length).isEqualTo(4); @@ -144,7 +159,7 @@ public void testTrainPredict() { for (double estimate : estimates) { estimationSum += estimate; } - assertThat(estimationSum).isEqualTo(1.0, Delta.delta(0.001)); + assertThat(estimationSum).isEqualTo(1.0, offset(0.001)); } i++; } @@ -153,13 +168,12 @@ public void testTrainPredict() { } @Test - public void testCrossValidation() throws Exception { - + void testCrossValidation() throws Exception { int numClasses = random.nextInt(10) + 1; Problem prob = createRandomProblem(numClasses); - Parameter param = new Parameter(SolverType.L2R_LR, 10, 0.01); + Parameter param = new Parameter(L2R_LR, 10, 0.01); int nr_fold = 10; double[] target = new double[prob.l]; Linear.crossValidation(prob, param, nr_fold, target); @@ -170,15 +184,11 @@ public void testCrossValidation() throws Exception { } @Test - public void testLoadSaveModel() throws Exception { - - Model model = null; + void testLoadSaveModel(@TempDir Path tempDir) throws Exception { for (SolverType solverType : SolverType.values()) { - model = createRandomModel(); - model.solverType = solverType; + Model model = createRandomModel(solverType); - File tempFile = File.createTempFile("liblinear", "modeltest"); - tempFile.deleteOnExit(); + Path tempFile = tempDir.resolve("modeltest-" + solverType); Linear.saveModel(tempFile, model); Model loadedModel = Linear.loadModel(tempFile); @@ -187,7 +197,73 @@ public void testLoadSaveModel() throws Exception { } @Test - public void testTrainUnsortedProblem() { + void testLoadEmptyModel(@TempDir Path tempDir) throws Exception { + Path modelPath = tempDir.resolve("empty-model"); + + List lines = Arrays.asList("solver_type L2R_LR", + "nr_class 2", + "label 1 2", + "nr_feature 0", + "bias -1.0", + "w"); + writeToFile(modelPath, lines); + + Model model = Model.load(modelPath); + assertThat(model.getSolverType()).isEqualTo(L2R_LR); + assertThat(model.getLabels()).containsExactly(1, 2); + assertThat(model.getNrClass()).isEqualTo(2); + assertThat(model.getNrFeature()).isEqualTo(0); + assertThat(model.getFeatureWeights()).isEmpty(); + assertThat(model.getBias()).isEqualTo(-1.0); + } + + @Test + void testLoadSimpleModel(@TempDir Path tempDir) throws Exception { + Path modelPath = tempDir.resolve("simple-model"); + + List lines = Arrays.asList("solver_type L2R_L2LOSS_SVR", + "nr_class 2", + "label 1 2", + "nr_feature 6", + "bias -1.0", + "w", + "0.1 0.2 0.3 ", + "0.4 0.5 0.6 "); + writeToFile(modelPath, lines); + + Model model = Model.load(modelPath); + assertThat(model.getSolverType()).isEqualTo(L2R_L2LOSS_SVR); + assertThat(model.getLabels()).containsExactly(1, 2); + assertThat(model.getNrClass()).isEqualTo(2); + assertThat(model.getNrFeature()).isEqualTo(6); + assertThat(model.getFeatureWeights()).containsExactly(0.1, 0.2, 0.3, 0.4, 0.5, 0.6); + assertThat(model.getBias()).isEqualTo(-1.0, offset(0.001)); + } + + @Test + void testLoadIllegalModel(@TempDir Path tempDir) throws Exception { + Path file = tempDir.resolve("illegal-model"); + + List lines = Arrays.asList("solver_type L2R_L2LOSS_SVR", + "nr_class 2", + "label 1 2", + "nr_feature 10", + "bias -1.0", + "w", + "0.1 0.2 0.3 ", + "0.4 0.5 " + repeat("0", 1024)); + writeToFile(file, lines); + + String x = repeat("0", 128); + + assertThatExceptionOfType(RuntimeException.class) + .isThrownBy(() -> Model.load(file)) + .withMessage("illegal weight in model file at index 5, with string content '" + x + + "', is not terminated with a whitespace character, or is longer than expected (128 characters max)."); + } + + @Test + void testTrainUnsortedProblem() { Problem prob = new Problem(); prob.bias = -1; prob.l = 1; @@ -201,17 +277,15 @@ public void testTrainUnsortedProblem() { prob.y = new double[4]; prob.y[0] = 0; - Parameter param = new Parameter(SolverType.L2R_LR, 10, 0.1); - try { - Linear.train(prob, param); - fail("IllegalArgumentException expected"); - } catch (IllegalArgumentException e) { - assertThat(e.getMessage()).contains("nodes").contains("sorted").contains("ascending").contains("order"); - } + Parameter param = new Parameter(L2R_LR, 10, 0.1); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> Linear.train(prob, param)) + .withMessageContainingAll("nodes", "sorted", "ascending", "order"); } @Test - public void testTrainTooLargeProblem() { + void testTrainTooLargeProblem() { Problem prob = new Problem(); prob.l = 1000; prob.n = 20000000; @@ -223,19 +297,91 @@ public void testTrainTooLargeProblem() { } for (SolverType solverType : SolverType.values()) { - if (solverType.isSupportVectorRegression()) continue; + if (solverType.isSupportVectorRegression() || solverType.isOneClass()) { + continue; + } Parameter param = new Parameter(solverType, 10, 0.1); - try { + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> Linear.train(prob, param)) + .withMessageContainingAll("number of classes", "too large"); + } + } + + @Test + void testTrain_IllegalParameters_BiasWithOneClassSvm() { + Problem prob = createRandomProblem(2); + prob.bias = 1; + + Parameter param = new Parameter(ONECLASS_SVM, 10, 0.1); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> Linear.train(prob, param)) + .withMessage("prob->bias >=0, but this is ignored in ONECLASS_SVM"); + } + + @Test + void testTrain_IllegalParameters_RegularizeBias() { + Problem prob = createRandomProblem(2); + prob.bias = -1; + + Parameter param = new Parameter(L2R_L1LOSS_SVR_DUAL, 10, 0.1); + param.setRegularizeBias(false); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> Linear.train(prob, param)) + .withMessage("To not regularize bias, must specify -B 1 along with -R"); + + prob.bias = 1; + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> Linear.train(prob, param)) + .withMessage("-R option supported only for solver L2R_LR, L2R_L2LOSS_SVC, L1R_L2LOSS_SVC, L1R_LR, and L2R_L2LOSS_SVR"); + + param.setSolverType(L1R_LR); + + Model model = Linear.train(prob, param); + assertThat(model.bias).isEqualTo(1.0); + } + + @Test + void testTrain_IllegalParameters_P() throws Exception { + Problem prob = createRandomProblem(2); + Parameter param = new Parameter(L2R_L2LOSS_SVR, 10, 0.1); + param.p = -1; + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> Linear.train(prob, param)) + .withMessage("p < 0"); + + // It must not fail for solvers other than L2R_L2LOSS_SVR + for (SolverType solverType : values()) { + if (solverType != L2R_L2LOSS_SVR) { + param.solverType = solverType; Linear.train(prob, param); - fail("IllegalArgumentException expected"); - } catch (IllegalArgumentException e) { - assertThat(e.getMessage()).contains("number of classes").contains("too large"); } } } @Test - public void testPredictProbabilityWrongSolver() throws Exception { + void testTrain_IllegalParameters_InitialSol() { + Problem prob = createRandomProblem(2); + + Parameter param = new Parameter(L2R_L1LOSS_SVR_DUAL, 10, 0.1); + param.setInitSol(new double[prob.n]); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> Linear.train(prob, param)) + .withMessage("Initial-solution specification supported only for solvers L2R_LR, L2R_L2LOSS_SVC, and L2R_L2LOSS_SVR"); + + param.setSolverType(L2R_LR); + + Model model = Linear.train(prob, param); + assertThat(model).isNotNull(); + } + + @Test + void testPredictProbabilityWrongSolver() throws Exception { Problem prob = new Problem(); prob.l = 1; prob.n = 1; @@ -246,31 +392,18 @@ public void testPredictProbabilityWrongSolver() throws Exception { prob.y[i] = i; } - SolverType solverType = SolverType.L2R_L1LOSS_SVC_DUAL; - Parameter param = new Parameter(solverType, 10, 0.1); + Parameter param = new Parameter(L2R_L1LOSS_SVC_DUAL, 10, 0.1); Model model = Linear.train(prob, param); - try { - Linear.predictProbability(model, prob.x[0], new double[1]); - fail("IllegalArgumentException expected"); - } catch (IllegalArgumentException e) { - assertThat(e.getMessage()).isEqualTo("probability output is only supported for logistic regression." // - + " This is currently only supported by the following solvers:" // - + " L2R_LR, L1R_LR, L2R_LR_DUAL"); - } - } - - @Test - public void testRealloc() { - int[] f = new int[] {1, 2, 3}; - f = Linear.copyOf(f, 5); - f[3] = 4; - f[4] = 5; - assertThat(f).isEqualTo(new int[] {1, 2, 3, 4, 5}); + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> Linear.predictProbability(model, prob.x[0], new double[1])) + .withMessage("probability output is only supported for logistic regression." + + " This is currently only supported by the following solvers:" + + " L2R_LR, L1R_LR, L2R_LR_DUAL"); } @Test - public void testAtoi() { + void testAtoi() { assertThat(Linear.atoi("+25")).isEqualTo(25); assertThat(Linear.atoi("-345345")).isEqualTo(-345345); assertThat(Linear.atoi("+0")).isEqualTo(0); @@ -279,49 +412,44 @@ public void testAtoi() { assertThat(Linear.atoi("-2147483648")).isEqualTo(Integer.MIN_VALUE); } - @Test(expected = NumberFormatException.class) - public void testAtoiInvalidData() { - Linear.atoi("+"); - } + @Test + void testAtoiInvalidData() { + assertThatExceptionOfType(NumberFormatException.class) + .isThrownBy(() -> Linear.atoi("+")); - @Test(expected = NumberFormatException.class) - public void testAtoiInvalidData2() { - Linear.atoi("abc"); - } + assertThatExceptionOfType(NumberFormatException.class) + .isThrownBy(() -> Linear.atoi("abc")); - @Test(expected = NumberFormatException.class) - public void testAtoiInvalidData3() { - Linear.atoi(" "); + assertThatExceptionOfType(NumberFormatException.class) + .isThrownBy(() -> Linear.atoi(" ")); } @Test - public void testAtof() { + void testAtof() { assertThat(Linear.atof("+25")).isEqualTo(25); assertThat(Linear.atof("-25.12345678")).isEqualTo(-25.12345678); assertThat(Linear.atof("0.345345299")).isEqualTo(0.345345299); } - @Test(expected = NumberFormatException.class) - public void testAtofInvalidData() { - Linear.atof("0.5t"); + @Test + void testAtofInvalidData() { + assertThatExceptionOfType(NumberFormatException.class) + .isThrownBy(() -> Linear.atof("0.5t")); } @Test - public void testSaveModelWithIOException() throws Exception { + void testSaveModelWithIOException() throws Exception { Model model = createRandomModel(); - Writer out = PowerMockito.mock(Writer.class); + Writer out = mock(Writer.class); IOException ioException = new IOException("some reason"); doThrow(ioException).when(out).flush(); - try { - Linear.saveModel(out, model); - fail("IOException expected"); - } catch (IOException e) { - assertThat(e).isEqualTo(ioException); - } + assertThatExceptionOfType(IOException.class) + .isThrownBy(() -> Linear.saveModel(out, model)) + .withMessage("some reason"); verify(out).flush(); verify(out, times(1)).close(); @@ -350,7 +478,7 @@ public void testSaveModelWithIOException() throws Exception { * */ @Test - public void testTranspose() throws Exception { + void testTranspose() throws Exception { Problem prob = new Problem(); prob.bias = -1; prob.l = 4; @@ -429,7 +557,7 @@ public void testTranspose() throws Exception { * */ @Test - public void testTranspose2() throws Exception { + void testTranspose2() throws Exception { Problem prob = new Problem(); prob.bias = -1; prob.l = 5; @@ -543,8 +671,7 @@ public void testTranspose2() throws Exception { * */ @Test - public void testTranspose3() throws Exception { - + void testTranspose3() throws Exception { Problem prob = new Problem(); prob.l = 3; prob.n = 4; @@ -568,11 +695,7 @@ public void testTranspose3() throws Exception { prob.x[3][0] = new FeatureNode(3, 2); Problem transposed = Linear.transpose(prob); - assertThat(transposed.x).hasSize(4); - assertThat(transposed.x[0]).hasSize(2); - assertThat(transposed.x[1]).hasSize(2); - assertThat(transposed.x[2]).hasSize(2); - assertThat(transposed.x[3]).hasSize(2); + assertThat(transposed.x).hasDimensions(4, 2); assertThat(transposed.x[0][0]).isEqualTo(new FeatureNode(1, 2)); assertThat(transposed.x[0][1]).isEqualTo(new FeatureNode(2, 9)); @@ -586,4 +709,83 @@ public void testTranspose3() throws Exception { assertThat(transposed.x[3][0]).isEqualTo(new FeatureNode(1, 3)); assertThat(transposed.x[3][1]).isEqualTo(new FeatureNode(2, 3)); } + + @Test + void testFindBestParametersOnIrisDataSet() throws Exception { + Problem problem = Train.readProblem(Paths.get("src/test/resources/iris.scale"), -1); + Parameter param = new Parameter(L2R_L2LOSS_SVC, 1, 0.001, 0.1); + ParameterSearchResult result = Linear.findParameters(problem, param, 5, -1, -1); + assertThat(result.getBestC()).isEqualTo(4); + assertThat(result.getBestScore()).isEqualTo(0.88); + assertThat(result.getBestP()).isEqualTo(-1); + } + + @Test + void testFindBestParameterC_IllegalSolver() throws Exception { + Problem problem = Train.readProblem(Paths.get("src/test/resources/iris.scale"), -1); + + EnumSet supportedSolvers = EnumSet.of(L2R_LR, L2R_L2LOSS_SVC, L2R_L2LOSS_SVR); + for (SolverType illegalSolver : EnumSet.complementOf(supportedSolvers)) { + Parameter param = new Parameter(illegalSolver, 1, 0.001, 0.1); + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> Linear.findParameters(problem, param, 5, -1, -1)) + .withMessage("Unsupported solver: " + illegalSolver); + } + } + + @Test + void testFindBestParametersOnSpliceDataSet() throws Exception { + Problem problem = Train.readProblem(Paths.get("src/test/datasets/splice/splice"), -1); + Parameter param = new Parameter(L2R_L2LOSS_SVC, 1, 0.001, 0.1); + ParameterSearchResult result = Linear.findParameters(problem, param, 5, -1, -1); + assertThat(result.getBestC()).isEqualTo(0.001953125); + assertThat(result.getBestScore()).isEqualTo(0.81); + assertThat(result.getBestP()).isEqualTo(-1); + } + + @Test + void testFindBestParametersOnSpliceDataSet_L2R_LR() throws Exception { + Problem problem = Train.readProblem(Paths.get("src/test/datasets/splice/splice"), -1); + Parameter param = new Parameter(L2R_LR, 1, 0.001, 0.1); + ParameterSearchResult result = Linear.findParameters(problem, param, 5, -1, -1); + assertThat(result.getBestC()).isEqualTo(0.015625); + assertThat(result.getBestScore()).isEqualTo(0.812); + assertThat(result.getBestP()).isEqualTo(-1); + } + + @Test + void testFindBestParametersOnSpliceDataSet_L2R_L2LOSS_SVR() throws Exception { + Problem problem = Train.readProblem(Paths.get("src/test/datasets/splice/splice"), -1); + Parameter param = new Parameter(L2R_L2LOSS_SVR, 1, 0.001, 0.1); + ParameterSearchResult result = Linear.findParameters(problem, param, 5, -1, -1); + assertThat(result.getBestC()).isEqualTo(0.00390625); + assertThat(result.getBestScore()).isEqualTo(0.5699399182191544, Offset.offset(0.0000001)); + assertThat(result.getBestP()).isEqualTo(0.0); + } + + @Test + void testFindBestParametersOnDnaScaleDataSet() throws Exception { + Problem problem = Train.readProblem(Paths.get("src/test/datasets/dna.scale/dna.scale"), -1); + Parameter param = new Parameter(L2R_L2LOSS_SVC, 1, 0.001, 0.1); + ParameterSearchResult result = Linear.findParameters(problem, param, 5, -1, -1); + assertThat(result.getBestC()).isEqualTo(0.015625); + assertThat(result.getBestScore()).isEqualTo(0.9475); + assertThat(result.getBestP()).isEqualTo(-1); + } + + @Test + void testFindBestParametersOnDnaScaleDataSet_L2R_L2LOSS_SVR() throws Exception { + Problem problem = Train.readProblem(Paths.get("src/test/datasets/dna.scale/dna.scale"), -1); + Parameter param = new Parameter(L2R_L2LOSS_SVR, 1, 0.0001, 0.1); + ParameterSearchResult result = Linear.findParameters(problem, param, 5, -1, -1); + assertThat(result.getBestC()).isEqualTo(0.015625); + assertThat(result.getBestScore()).isEqualTo(0.29743037982927906, Offset.offset(0.0000001)); + assertThat(result.getBestP()).isEqualTo(0.15); + } + + @Test + void testGetVersion() throws Exception { + assertThat(Linear.getVersion()).isEqualTo(244); + } + } diff --git a/src/test/java/de/bwaldvogel/liblinear/ModelTest.java b/src/test/java/de/bwaldvogel/liblinear/ModelTest.java new file mode 100644 index 0000000..d9ebd4b --- /dev/null +++ b/src/test/java/de/bwaldvogel/liblinear/ModelTest.java @@ -0,0 +1,41 @@ +package de.bwaldvogel.liblinear; + +import static org.assertj.core.api.Assertions.*; + +import org.junit.jupiter.api.Test; + +import nl.jqno.equalsverifier.EqualsVerifier; +import nl.jqno.equalsverifier.Warning; + + +class ModelTest { + + @Test + void testEqualsAndHashCodeContract() throws Exception { + EqualsVerifier.forClass(Model.class) + .suppress(Warning.NONFINAL_FIELDS) + .verify(); + } + + @Test + void testEqualsAndHashCode_EmptyModel() throws Exception { + Model model1 = new Model(); + Model model2 = new Model(); + + assertThat(model1).hasSameHashCodeAs(model2); + assertThat(model1).isEqualTo(model2); + } + + @Test + void testEqualsAndHashCode_NegativeZeroesInWeightArray() throws Exception { + Model model1 = new Model(); + Model model2 = new Model(); + + model1.w = new double[] {1.0, 2.0, -0.0, -0.00}; + model2.w = new double[] {1.0, 2.0, +0.0, -0.000}; + + assertThat(model1).hasSameHashCodeAs(model2); + assertThat(model1).isEqualTo(model2); + } + +} diff --git a/src/test/java/de/bwaldvogel/liblinear/ParameterTest.java b/src/test/java/de/bwaldvogel/liblinear/ParameterTest.java index b343fa7..70f222b 100644 --- a/src/test/java/de/bwaldvogel/liblinear/ParameterTest.java +++ b/src/test/java/de/bwaldvogel/liblinear/ParameterTest.java @@ -1,131 +1,202 @@ package de.bwaldvogel.liblinear; -import static org.fest.assertions.Assertions.assertThat; -import static org.junit.Assert.fail; +import static de.bwaldvogel.liblinear.SolverType.*; +import static org.assertj.core.api.Assertions.*; -import org.junit.Before; -import org.junit.Test; +import java.util.Random; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; -public class ParameterTest { - private Parameter _param; +class ParameterTest { - @Before + private Parameter param; + + @BeforeEach public void setUp() { - _param = new Parameter(SolverType.L2R_L1LOSS_SVC_DUAL, 100, 1e-3); + param = new Parameter(L2R_L1LOSS_SVC_DUAL, 100, 1e-3); } @Test - public void testDefaults() { - Parameter parameters = new Parameter(SolverType.L1R_LR, 1, 0.1); + void testDefaults() { + Parameter parameters = new Parameter(L1R_LR, 1, 0.1); assertThat(parameters.getP()).isEqualTo(0.1); assertThat(parameters.getMaxIters()).isEqualTo(1000); } @Test - public void testSetWeights() { - - assertThat(_param.weight).isNull(); - assertThat(_param.getNumWeights()).isEqualTo(0); + void testSetWeights() { + assertThat(param.weight).isNull(); + assertThat(param.getNumWeights()).isEqualTo(0); double[] weights = new double[] {0, 1, 2, 3, 4, 5}; int[] weightLabels = new int[] {1, 1, 1, 1, 2, 3}; - _param.setWeights(weights, weightLabels); + param.setWeights(weights, weightLabels); - assertThat(_param.getNumWeights()).isEqualTo(6); + assertThat(param.getNumWeights()).isEqualTo(6); // assert parameter uses a copy weights[0]++; - assertThat(_param.getWeights()[0]).isEqualTo(0); + assertThat(param.getWeights()[0]).isEqualTo(0); weightLabels[0]++; - assertThat(_param.getWeightLabels()[0]).isEqualTo(1); - - weights = new double[] {0, 1, 2, 3, 4, 5}; - weightLabels = new int[] {1}; - try { - _param.setWeights(weights, weightLabels); - fail("IllegalArgumentException expected"); - } catch (IllegalArgumentException e) { - assertThat(e.getMessage()).contains("same").contains("length"); - } + assertThat(param.getWeightLabels()[0]).isEqualTo(1); + } + + @Test + void testSetWeights_IllegalArgument() { + double[] weights = new double[] {0, 1, 2, 3, 4, 5}; + int[] weightLabels = new int[] {1}; + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setWeights(weights, weightLabels)) + .withMessageContaining("same", "length"); } @Test - public void testGetWeights() { + void testGetWeights() { double[] weights = new double[] {0, 1, 2, 3, 4, 5}; int[] weightLabels = new int[] {1, 1, 1, 1, 2, 3}; - _param.setWeights(weights, weightLabels); + param.setWeights(weights, weightLabels); - assertThat(_param.getWeights()).isEqualTo(weights); - _param.getWeights()[0]++; // shouldn't change the parameter as we should get a copy - assertThat(_param.getWeights()).isEqualTo(weights); + assertThat(param.getWeights()).isEqualTo(weights); + param.getWeights()[0]++; // shouldn't change the parameter as we should get a copy + assertThat(param.getWeights()).isEqualTo(weights); - assertThat(_param.getWeightLabels()).isEqualTo(weightLabels); - _param.getWeightLabels()[0]++; // shouldn't change the parameter as we should get a copy - assertThat(_param.getWeightLabels()[0]).isEqualTo(1); + assertThat(param.getWeightLabels()).isEqualTo(weightLabels); + param.getWeightLabels()[0]++; // shouldn't change the parameter as we should get a copy + assertThat(param.getWeightLabels()[0]).isEqualTo(1); } @Test - public void testSetC() { - _param.setC(0.0001); - assertThat(_param.getC()).isEqualTo(0.0001); - _param.setC(1); - _param.setC(100); - assertThat(_param.getC()).isEqualTo(100); - _param.setC(Double.MAX_VALUE); - - try { - _param.setC(-1); - fail("IllegalArgumentException expected"); - } catch (IllegalArgumentException e) { - assertThat(e.getMessage()).contains("must").contains("not").contains("<= 0"); - } + void testSetC() { + param.setC(0.0001); + assertThat(param.getC()).isEqualTo(0.0001); + param.setC(1); + param.setC(100); + assertThat(param.getC()).isEqualTo(100); + param.setC(Double.MAX_VALUE); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setC(-1)) + .withMessageContainingAll("must", "not", "<= 0"); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setC(0)) + .withMessageContainingAll("must", "not", "<= 0"); + } - try { - _param.setC(0); - fail("IllegalArgumentException expected"); - } catch (IllegalArgumentException e) { - assertThat(e.getMessage()).contains("must").contains("not").contains("<= 0"); - } + @Test + void testSetEps() { + param.setEps(0.0001); + assertThat(param.getEps()).isEqualTo(0.0001); + param.setEps(1); + param.setEps(100); + assertThat(param.getEps()).isEqualTo(100); + param.setEps(Double.MAX_VALUE); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setEps(-1)) + .withMessageContainingAll("must", "not", "<= 0"); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setEps(0)) + .withMessageContainingAll("must", "not", "<= 0"); } @Test - public void testSetEps() { - _param.setEps(0.0001); - assertThat(_param.getEps()).isEqualTo(0.0001); - _param.setEps(1); - _param.setEps(100); - assertThat(_param.getEps()).isEqualTo(100); - _param.setEps(Double.MAX_VALUE); - - try { - _param.setEps(-1); - fail("IllegalArgumentException expected"); - } catch (IllegalArgumentException e) { - assertThat(e.getMessage()).contains("must").contains("not").contains("<= 0"); + void testSetSolverType() { + for (SolverType type : SolverType.values()) { + param.setSolverType(type); + assertThat(param.getSolverType()).isEqualTo(type); } - try { - _param.setEps(0); - fail("IllegalArgumentException expected"); - } catch (IllegalArgumentException e) { - assertThat(e.getMessage()).contains("must").contains("not").contains("<= 0"); - } + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setSolverType(null)) + .withMessageContainingAll("must", "not", "null"); } @Test - public void testSetSolverType() { - for (SolverType type : SolverType.values()) { - _param.setSolverType(type); - assertThat(_param.getSolverType()).isEqualTo(type); - } - try { - _param.setSolverType(null); - fail("IllegalArgumentException expected"); - } catch (IllegalArgumentException e) { - assertThat(e.getMessage()).contains("must").contains("not").contains("null"); - } + void testSetInitSol() { + assertThat(param.init_sol).isNull(); + + double[] init_sol = new double[] {0, 1, 2, 3, 4, 5}; + param.setInitSol(init_sol); + + // assert parameter uses a copy + init_sol[0]++; + assertThat(param.getInitSol()[0]).isEqualTo(0); + } + + @Test + void testSetP() throws Exception { + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setP(-1)) + .withMessage("p must not be less than 0"); + } + + @Test + void testSetNu() throws Exception { + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setNu(-0.1)) + .withMessage("nu must not be <=0"); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setNu(0.0)) + .withMessage("nu must not be <=0"); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setNu(1.0)) + .withMessage("nu must not be >=1"); + + assertThatExceptionOfType(IllegalArgumentException.class) + .isThrownBy(() -> param.setNu(1.5)) + .withMessage("nu must not be >=1"); + } + + @Test + void testGetInitSol() { + assertThat(param.getInitSol()).isNull(); + + double[] init_sol = new double[] {0, 1, 2, 3, 4, 5}; + param.setInitSol(init_sol); + + assertThat(param.getInitSol()).isNotNull(); + assertThat(param.getInitSol()).isEqualTo(init_sol); + param.getInitSol()[0]++; // shouldn't change the parameter as we should get a copy + assertThat(param.getInitSol()).isEqualTo(init_sol); + } + + @Test + void testClone_Simple() throws Exception { + Parameter parameter = new Parameter(L1R_LR, 123.456, 0.123); + Parameter clone = parameter.clone(); + assertThat(clone.getSolverType()).isEqualTo(L1R_LR); + assertThat(clone.getC()).isEqualTo(123.456); + assertThat(clone.getEps()).isEqualTo(0.123); + assertThat(clone.getWeights()).isNull(); + assertThat(clone.getWeightLabels()).isNull(); + assertThat(clone.getNumWeights()).isEqualTo(0); + } + + @Test + void testClone_Full() throws Exception { + Parameter parameter = new Parameter(L1R_LR, 123.456, 0.123, 9000, 1.2); + parameter.setWeights(new double[] {1, 2}, new int[] {3, 4}); + Random random = new Random(123); + parameter.setRandom(random); + Parameter clone = parameter.clone(); + assertThat(clone.getSolverType()).isEqualTo(L1R_LR); + assertThat(clone.getC()).isEqualTo(123.456); + assertThat(clone.getEps()).isEqualTo(0.123); + assertThat(clone.getMaxIters()).isEqualTo(9000); + assertThat(clone.getP()).isEqualTo(1.2); + assertThat(clone.getWeights()).containsExactly(1, 2); + assertThat(clone.getWeightLabels()).containsExactly(3, 4); + assertThat(clone.getNumWeights()).isEqualTo(2); + + assertThat(clone.random).isNotSameAs(random); + assertThat(random.nextInt()).isEqualTo(clone.random.nextInt()); } } diff --git a/src/test/java/de/bwaldvogel/liblinear/PredictTest.java b/src/test/java/de/bwaldvogel/liblinear/PredictTest.java index 034e957..da4d31f 100644 --- a/src/test/java/de/bwaldvogel/liblinear/PredictTest.java +++ b/src/test/java/de/bwaldvogel/liblinear/PredictTest.java @@ -1,54 +1,88 @@ package de.bwaldvogel.liblinear; -import static org.fest.assertions.Assertions.assertThat; -import static org.mockito.Mockito.mock; +import static org.assertj.core.api.Assertions.*; import java.io.BufferedReader; +import java.io.ByteArrayOutputStream; import java.io.PrintStream; import java.io.StringReader; import java.io.StringWriter; import java.io.Writer; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.List; -import org.junit.Before; -import org.junit.Test; +import org.junit.jupiter.api.AfterEach; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; -public class PredictTest { +class PredictTest { - private Model testModel = LinearTest.createRandomModel(); - private StringBuilder sb = new StringBuilder(); - private Writer writer = new StringWriter(); + private final Model testModel = LinearTest.createRandomModel(); + private final StringBuilder sb = new StringBuilder(); + private final Writer writer = new StringWriter(); - @Before + private final ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream(); + + @BeforeEach public void setUp() { - System.setOut(mock(PrintStream.class)); // dev/null + Linear.setDebugOutput(new PrintStream(byteArrayOutputStream)); assertThat(testModel.getNrClass()).isGreaterThanOrEqualTo(2); assertThat(testModel.getNrFeature()).isGreaterThanOrEqualTo(10); } - private void testWithLines(StringBuilder sb) throws Exception { - BufferedReader reader = new BufferedReader(new StringReader(sb.toString())); + @AfterEach + public void tearDown() { + Linear.enableDebugOutput(); + } - Predict.doPredict(reader, writer, testModel); + private void testWithLines(StringBuilder sb) throws Exception { + try (StringReader stringReader = new StringReader(sb.toString()); + BufferedReader reader = new BufferedReader(stringReader)) { + Predict.doPredict(reader, writer, testModel, false); + } } - @Test(expected = RuntimeException.class) - public void testDoPredictCorruptLine() throws Exception { + @Test + void testDoPredictCorruptLine() throws Exception { sb.append(testModel.label[0]).append(" abc").append("\n"); - testWithLines(sb); + + assertThatExceptionOfType(RuntimeException.class) + .isThrownBy(() -> testWithLines(sb)) + .withMessage("Wrong input format at line 1"); } - @Test(expected = RuntimeException.class) - public void testDoPredictCorruptLine2() throws Exception { + @Test + void testDoPredictCorruptLine2() throws Exception { sb.append(testModel.label[0]).append(" 1:").append("\n"); - testWithLines(sb); + + assertThatExceptionOfType(RuntimeException.class) + .isThrownBy(() -> testWithLines(sb)) + .withMessage("Can't convert empty string to integer"); } @Test - public void testDoPredict() throws Exception { + void testDoPredict() throws Exception { sb.append(testModel.label[0]).append(" 1:0.32393").append("\n"); sb.append(testModel.label[1]).append(" 2:-71.555 9:88223").append("\n"); testWithLines(sb); assertThat(writer.toString()).isNotEmpty(); } + + @Test + void testTrainAndPredict(@TempDir Path tempDir) throws Exception { + String modelFile = tempDir.resolve("model").toString(); + Train.main(new String[] {"-s", "0", "src/test/datasets/dna.scale/dna.scale", modelFile}); + + Path predictionsFile = tempDir.resolve("predictions"); + Predict.main(new String[] {"-b", "1", "src/test/datasets/dna.scale/dna.scale.t", modelFile, predictionsFile.toString()}); + List predictions = Files.readAllLines(predictionsFile, Linear.FILE_CHARSET); + assertThat(predictions).hasSize(1187); + assertThat(predictions.get(0)).isEqualTo("labels 3 1 2"); + + String loggedString = byteArrayOutputStream.toString(); + assertThat(loggedString).containsPattern("Accuracy = 95[.,]0253% \\(1127/1186\\)"); + } } diff --git a/src/test/java/de/bwaldvogel/liblinear/RegressionTest.java b/src/test/java/de/bwaldvogel/liblinear/RegressionTest.java new file mode 100644 index 0000000..f1e6b30 --- /dev/null +++ b/src/test/java/de/bwaldvogel/liblinear/RegressionTest.java @@ -0,0 +1,378 @@ +package de.bwaldvogel.liblinear; + +import static de.bwaldvogel.liblinear.SolverType.*; +import static org.assertj.core.api.Assertions.*; + +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import java.nio.file.StandardOpenOption; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.Collection; +import java.util.Collections; +import java.util.EnumSet; +import java.util.List; +import java.util.stream.Collectors; +import java.util.stream.Stream; + +import org.assertj.core.data.Offset; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; +import org.junit.jupiter.params.ParameterizedTest; +import org.junit.jupiter.params.provider.MethodSource; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + + +class RegressionTest { + + private static final Logger log = LoggerFactory.getLogger(RegressionTest.class); + + protected static final List SOLVERS = Stream.of(SolverType.values()) + .filter(solver -> !solver.isOneClass()) + .collect(Collectors.toList()); + + private static Collection data() { + List params = new ArrayList<>(); + for (String dataset : new String[] {"splice", "dna.scale"}) { + for (SolverType solverType : SOLVERS) { + for (int bias : new int[] {-1, 1}) { + for (boolean regularizeBias : new boolean[] {false, true}) { + if (!regularizeBias && bias != 1) { + continue; + } + if (!regularizeBias) { + // -R option supported only for solver L2R_LR, L2R_L2LOSS_SVC, L1R_L2LOSS_SVC, L1R_LR, and L2R_L2LOSS_SVR + if (!EnumSet.of(L2R_LR, L2R_L2LOSS_SVC, L1R_L2LOSS_SVC, L1R_LR, L2R_L2LOSS_SVR).contains(solverType)) { + continue; + } + } + params.add(new TestParams(dataset, solverType, bias, regularizeBias, getExpectedAccuracy(dataset, solverType, bias, regularizeBias))); + } + } + } + } + return params; + } + + private static Double getExpectedAccuracy(String dataset, SolverType solverType, int bias, boolean regularizeBias) { + if (solverType.isSupportVectorRegression() || solverType.isOneClass()) { + return null; + } + switch (dataset) { + case "splice": + switch (solverType) { + case L2R_LR: + switch (bias) { + case -1: + return 0.84184; + case 1: + return regularizeBias ? 0.84552 : 0.84414; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L2R_L2LOSS_SVC_DUAL: + switch (bias) { + case -1: + return 0.84368; + case 1: + return 0.85241; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L2R_L2LOSS_SVC: + switch (bias) { + case -1: + return 0.84276; + case 1: + return regularizeBias ? 0.85057 : 0.85149; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L2R_L1LOSS_SVC_DUAL: + switch (bias) { + case -1: + return 0.83494; + case 1: + return 0.83402; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case MCSVM_CS: + switch (bias) { + case -1: + return 0.8377; + case 1: + return 0.83862; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L1R_L2LOSS_SVC: + switch (bias) { + case -1: + return 0.8478; + case 1: + return regularizeBias ? 0.8478 : 0.84782; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L1R_LR: + switch (bias) { + case -1: + return 0.8473; + case 1: + return regularizeBias ? 0.84782 : 0.84598; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L2R_LR_DUAL: + switch (bias) { + case -1: + return 0.8423; + case 1: + return 0.8492; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + default: + throw new IllegalArgumentException("Unexpected solverType: " + solverType); + } + case "dna.scale": + switch (solverType) { + case L2R_LR: + switch (bias) { + case -1: + return 0.94941; + case 1: + return regularizeBias ? 0.950253 : 0.951096; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L2R_L2LOSS_SVC_DUAL: + switch (bias) { + case -1: + case 1: + return 0.9452; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L2R_L2LOSS_SVC: + switch (bias) { + case -1: + return 0.94941; + case 1: + return 0.95194; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L2R_L1LOSS_SVC_DUAL: + switch (bias) { + case -1: + return 0.94688; + case 1: + return 0.94604; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case MCSVM_CS: + switch (bias) { + case -1: + return 0.9292; + case 1: + return 0.92749; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L1R_L2LOSS_SVC: + switch (bias) { + case -1: + return 0.9553; + case 1: + return regularizeBias ? 0.956998 : 0.95363; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L1R_LR: + switch (bias) { + case -1: + return 0.9536; + case 1: + return regularizeBias ? 0.95194 : 0.95278; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + case L2R_LR_DUAL: + switch (bias) { + case -1: + return 0.9486; + case 1: + return 0.94941; + default: + throw new IllegalArgumentException("Unexpected bias: " + bias); + } + default: + throw new IllegalArgumentException("Unexpected solverType: " + solverType); + } + default: + throw new IllegalArgumentException("Unknown expectation: " + dataset + ", " + solverType + ", " + bias); + } + } + + private static class TestParams { + + private final String dataset; + private final SolverType solverType; + private final int bias; + private final boolean regularizeBias; + private final Double expectedAccuracy; + + private TestParams(String dataset, SolverType solverType, int bias, boolean regularizeBias, Double expectedAccuracy) { + this.dataset = dataset; + this.solverType = solverType; + this.bias = bias; + this.regularizeBias = regularizeBias; + this.expectedAccuracy = expectedAccuracy; + } + + @Override + public String toString() { + return "dataset: " + dataset + ", solver: " + solverType + ", bias: " + bias + (!regularizeBias ? " (not regularized)" : ""); + } + } + + @ParameterizedTest + @MethodSource("data") + void regressionTest(TestParams params) throws Exception { + log.info("Running regression test for '{}'", params); + Path trainingFile = Paths.get("src/test/datasets", params.dataset, params.dataset); + Problem problem = Train.readProblem(trainingFile, params.bias); + Parameter parameter = new Parameter(params.solverType, 1, 0.1); + parameter.setRegularizeBias(params.regularizeBias); + Model model = Linear.train(problem, parameter); + Path testFile = Paths.get("src/test/datasets", params.dataset, params.dataset + ".t"); + Problem testProblem = Train.readProblem(testFile, params.bias); + + String filename = "predictions_" + params.solverType.name(); + if (!params.regularizeBias) { + filename += "_notRegularizedBias"; + } else { + filename += "_bias_" + params.bias; + } + Path expectedFile = Paths.get("src/test/resources/regression", params.dataset, filename); + final List expectedPredictions; + if (!Files.exists(expectedFile)) { + expectedPredictions = Collections.emptyList(); + log.warn("Recording predictions to {}", expectedFile); + } else { + expectedPredictions = Files.readAllLines(expectedFile, StandardCharsets.UTF_8); + assertThat(expectedPredictions).hasSize(testProblem.l); + assertThat(testProblem.x.length).isEqualTo(expectedPredictions.size()); + } + + int correctPredictions = 0; + + for (int i = 0; i < testProblem.l; i++) { + Feature[] x = testProblem.x[i]; + double[] predictedValues = new double[model.getNrClass()]; + final double prediction; + if (params.solverType.isLogisticRegressionSolver()) { + prediction = Linear.predictProbability(model, x, predictedValues); + } else { + prediction = Linear.predictValues(model, x, predictedValues); + } + + if (params.expectedAccuracy != null) { + int expectation = (int)testProblem.y[i]; + int actual = (int)prediction; + if (actual == expectation) { + correctPredictions++; + } + } + + if (expectedPredictions.isEmpty()) { + final String line; + if (model.getNrClass() == 2) { + line = predictedValues[0] + "\n"; + } else { + line = Arrays.stream(predictedValues) + .mapToObj(Double::toString) + .collect(Collectors.joining(" ")) + " \n"; + } + Files.createDirectories(expectedFile.getParent()); + Files.write(expectedFile, line.getBytes(StandardCharsets.UTF_8), StandardOpenOption.APPEND, StandardOpenOption.CREATE); + continue; + } + + List expectedValues = parseExpectedValues(expectedPredictions, i); + + Offset allowedOffset = Offset.offset(1e-9); + if (model.getNrClass() == 2) { + assertThat(expectedValues).hasSize(1); + assertThat(predictedValues[0]).isEqualTo(expectedValues.get(0), allowedOffset); + } else { + assertThat(expectedValues).hasSameSizeAs(predictedValues); + for (int n = 0; n < predictedValues.length; n++) { + assertThat(predictedValues[n]).isEqualTo(expectedValues.get(n), allowedOffset); + } + } + } + + if (params.expectedAccuracy != null) { + double accuracy = correctPredictions / (double)testProblem.l; + assertThat(accuracy).isEqualTo(params.expectedAccuracy.doubleValue(), Offset.offset(1e-4)); + } + } + + @Test + void testOneClass(@TempDir Path tempDir) throws Exception { + Path trainingFile = Paths.get("src/test/datasets/splice/splice"); + + Path spliceClass1 = tempDir.resolve("splice-class-1"); + Path spliceClass2 = tempDir.resolve("splice-class-2"); + + for (String line : Files.readAllLines(trainingFile, StandardCharsets.ISO_8859_1)) { + final Path targetFile; + if (line.startsWith("+1")) { + targetFile = spliceClass1; + } else { + targetFile = spliceClass2; + } + Files.write(targetFile, Arrays.asList(line), StandardCharsets.UTF_8, StandardOpenOption.APPEND, StandardOpenOption.CREATE); + } + + Problem problem1 = Train.readProblem(spliceClass1, StandardCharsets.UTF_8, -1); + Parameter param = new Parameter(ONECLASS_SVM, 1, 0.01); + param.setNu(0.1); + Model model = Linear.train(problem1, param); + + Model expectedModel = Model.load(Paths.get("src/test/resources/regression/splice/one_class_model")); + assertThat(expectedModel).isEqualTo(model); + + Problem problem2 = Train.readProblem(spliceClass2, StandardCharsets.UTF_8, -1); + + // expected values determined with C-version of liblinear (v2.41) + assertThat(calculatePredictionAccuracy(model, problem1)).isEqualTo(0.897485, Offset.strictOffset(1e-6)); + assertThat(calculatePredictionAccuracy(model, problem2)).isEqualTo(0.0703934, Offset.strictOffset(1e-6)); + } + + private static double calculatePredictionAccuracy(Model model, Problem problem) { + int correct = 0; + for (Feature[] x : problem.x) { + double prediction = Linear.predict(model, x); + if (prediction == problem.y[0]) { + correct++; + } + } + return (double)correct / problem.l; + } + + private List parseExpectedValues(List expectedPredictions, int i) { + return Stream.of(expectedPredictions.get(i) + .split(" ")) + .map(Double::parseDouble) + .collect(Collectors.toList()); + } + +} diff --git a/src/test/java/de/bwaldvogel/liblinear/SolverTypeTest.java b/src/test/java/de/bwaldvogel/liblinear/SolverTypeTest.java index 910cb24..d941aee 100644 --- a/src/test/java/de/bwaldvogel/liblinear/SolverTypeTest.java +++ b/src/test/java/de/bwaldvogel/liblinear/SolverTypeTest.java @@ -1,21 +1,22 @@ package de.bwaldvogel.liblinear; -import static org.junit.Assert.*; +import static de.bwaldvogel.liblinear.SolverType.*; +import static org.assertj.core.api.Assertions.*; -import org.junit.Test; +import org.junit.jupiter.api.Test; -public class SolverTypeTest { +class SolverTypeTest { @Test - public void testIsSupportVectorRegression() throws Exception { + void testIsSupportVectorRegression() throws Exception { for (SolverType type : SolverType.values()) { boolean regressionSolver = type.isSupportVectorRegression(); // from check_regression_model() in linear.cpp - if (type == SolverType.L2R_L2LOSS_SVR || type == SolverType.L2R_L1LOSS_SVR_DUAL || type == SolverType.L2R_L2LOSS_SVR_DUAL) { - assertTrue(type + " is a regression solver", regressionSolver); + if (type == L2R_L2LOSS_SVR || type == L2R_L1LOSS_SVR_DUAL || type == L2R_L2LOSS_SVR_DUAL) { + assertThat(regressionSolver).withFailMessage(type + " is a regression solver").isTrue(); } else { - assertFalse(type + " is not a regression solver", regressionSolver); + assertThat(regressionSolver).withFailMessage(type + " is not a regression solver").isFalse(); } } } diff --git a/src/test/java/de/bwaldvogel/liblinear/SparseOperatorTest.java b/src/test/java/de/bwaldvogel/liblinear/SparseOperatorTest.java new file mode 100644 index 0000000..ef3b59c --- /dev/null +++ b/src/test/java/de/bwaldvogel/liblinear/SparseOperatorTest.java @@ -0,0 +1,68 @@ +package de.bwaldvogel.liblinear; + +import static org.assertj.core.api.Assertions.*; + +import org.junit.jupiter.api.Test; + + +class SparseOperatorTest { + + @Test + void testNrm2Sq() throws Exception { + assertThat(SparseOperator.nrm2_sq(features())).isZero(); + assertThat(SparseOperator.nrm2_sq(features(1.0))).isEqualTo(1.0); + assertThat(SparseOperator.nrm2_sq(features(1.0, 2.0))).isEqualTo(1 + 4); + assertThat(SparseOperator.nrm2_sq(features(1.0, 2.0, 3.0))).isEqualTo(5 + 9); + } + + @Test + void testDot() throws Exception { + assertThat(SparseOperator.dot(new double[0], features())).isEqualTo(0.0); + assertThat(SparseOperator.dot(new double[] { 1.0 }, features(1.0))).isEqualTo(1.0); + assertThat(SparseOperator.dot(new double[] { 1.0, 2.0 }, features(1.0, 2.0))).isEqualTo(1 + 2 * 2); + assertThat(SparseOperator.dot(new double[] { 3.0, 2.0, 1.0 }, features(1.0, 2.0, 3.0))).isEqualTo(3 * 1 + 2 * 2 + 1 * 3); + } + + @Test + public void testSparseDot() throws Exception { + Feature[] features1 = new FeatureNode[] { + new FeatureNode(1, 2.0), + new FeatureNode(2, 3.0), + new FeatureNode(3, 0.5), + new FeatureNode(5, 2.0) + }; + + Feature[] features2 = new FeatureNode[] { + new FeatureNode(1, 2.0), + new FeatureNode(3, 1.0), + new FeatureNode(4, 1.0) + }; + + assertThat(SparseOperator.sparse_dot(features1, features2)).isEqualTo(2.0 * 2.0 + 0.5 * 1.0); + } + + @Test + void testAxpy() throws Exception { + assertThat(axpy(1.0, features())).isEmpty(); + assertThat(axpy(1.5, features(2.0))).containsExactly(1.5 * 2.0); + + double[] y = new double[] { 1.0, 2.0 }; + SparseOperator.axpy(1.5, features(2.0, 3.0), y); + assertThat(y).containsExactly(1.0 + 1.5 * 2.0, 2.0 + 1.5 * 3.0); + } + + private static double[] axpy(double a, Feature[] features) { + double[] result = new double[features.length]; + SparseOperator.axpy(a, features, result); + return result; + } + + private static Feature[] features(double... values) { + Feature[] features = new Feature[values.length]; + for (int i = 0; i < values.length; i++) { + features[i] = new FeatureNode(i + 1, values[i]); + } + return features; + } + +} diff --git a/src/test/java/de/bwaldvogel/liblinear/TestUtils.java b/src/test/java/de/bwaldvogel/liblinear/TestUtils.java new file mode 100644 index 0000000..e4c2a15 --- /dev/null +++ b/src/test/java/de/bwaldvogel/liblinear/TestUtils.java @@ -0,0 +1,32 @@ +package de.bwaldvogel.liblinear; + +import java.io.BufferedWriter; +import java.io.IOException; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.util.List; + + +final class TestUtils { + + private TestUtils() { + } + + static void writeToFile(Path file, List lines) throws IOException { + try (BufferedWriter bufferedWriter = Files.newBufferedWriter(file, StandardCharsets.UTF_8)) { + for (String line : lines) { + bufferedWriter.append(line).append("\n"); + } + bufferedWriter.flush(); + } + } + + static String repeat(String stringToRepeat, int numTimes) { + StringBuilder longString = new StringBuilder(); + for (int i = 0; i < numTimes; i++) { + longString.append(stringToRepeat); + } + return longString.toString(); + } +} diff --git a/src/test/java/de/bwaldvogel/liblinear/TrainTest.java b/src/test/java/de/bwaldvogel/liblinear/TrainTest.java index d064b74..5157daa 100644 --- a/src/test/java/de/bwaldvogel/liblinear/TrainTest.java +++ b/src/test/java/de/bwaldvogel/liblinear/TrainTest.java @@ -1,24 +1,62 @@ package de.bwaldvogel.liblinear; -import static org.fest.assertions.Assertions.assertThat; +import static de.bwaldvogel.liblinear.SolverType.*; +import static de.bwaldvogel.liblinear.TestUtils.*; +import static org.assertj.core.api.Assertions.*; -import java.io.BufferedWriter; -import java.io.File; -import java.io.FileWriter; -import java.util.ArrayList; -import java.util.Collection; +import java.io.ByteArrayInputStream; +import java.nio.charset.Charset; +import java.nio.charset.StandardCharsets; +import java.nio.file.Path; +import java.util.Arrays; +import java.util.Collections; +import java.util.List; -import org.junit.Test; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.io.TempDir; -public class TrainTest { +class TrainTest { + + @BeforeEach + public void reset() throws Exception { + Linear.disableDebugOutput(); + } + + @Test + void testDoCrossValidationOnIrisDataSet() throws Exception { + for (SolverType solver : SolverType.values()) { + if (solver.isOneClass()) { + continue; + } + Train.main(new String[] {"-v", "5", "-s", "" + solver.getId(), "src/test/resources/iris.scale"}); + } + } + + @Test + void testFindBestCOnIrisDataSet() throws Exception { + Train.main(new String[] {"-C", "src/test/resources/iris.scale"}); + } @Test - public void testParseCommandLine() { + void testFindBestCOnIrisDataSet_L2R_L2LOSS_SVR_DUAL() throws Exception { + Train.main(new String[] {"-s", "11", "-C", "src/test/resources/iris.scale"}); + } + + @Test + void testFindBestCOnSpliceDataSet_L2R_L2LOSS_SVR_DUAL() throws Exception { + Train.main(new String[] {"-s", "11", "-C", "src/test/datasets/splice/splice"}); + } + + @Test + void testParseCommandLine() { Train train = new Train(); for (SolverType solver : SolverType.values()) { train.parse_command_line(new String[] {"-B", "5.3", "-s", "" + solver.getId(), "-p", "0.01", "model-filename"}); + assertThat(train.isFindParameters()).isFalse(); + assertThat(train.getNumFolds()).isEqualTo(0); Parameter param = train.getParameter(); assertThat(param.solverType).isEqualTo(solver); // check default eps @@ -28,7 +66,9 @@ public void testParseCommandLine() { } else if (solver.getId() == 7) { assertThat(param.eps).isEqualTo(0.1); } else if (solver.getId() == 11) { - assertThat(param.eps).isEqualTo(0.001); + assertThat(param.eps).isEqualTo(0.0001);} + else if (solver.getId() == 21) { + assertThat(param.eps).isEqualTo(0.01); } else { assertThat(param.eps).isEqualTo(0.1); } @@ -38,9 +78,36 @@ public void testParseCommandLine() { } } + @Test + void testParseCommandLine_FindC_NoSolverSpecified() { + Train train = new Train(); + + train.parse_command_line(new String[] {"-C", "model-filename"}); + assertThat(train.isFindParameters()).isTrue(); + assertThat(train.getNumFolds()).isEqualTo(5); + Parameter param = train.getParameter(); + assertThat(param.solverType).isEqualTo(L2R_L2LOSS_SVC); + // check default eps + assertThat(param.eps).isEqualTo(0.01); + assertThat(param.p).isEqualTo(0.1); + } + + @Test + void testParseCommandLine_FindC_SolverAndNumFoldsSpecified() { + Train train = new Train(); + + train.parse_command_line(new String[] {"-s", "0", "-v", "10", "-C", "model-filename"}); + assertThat(train.isFindParameters()).isTrue(); + assertThat(train.getNumFolds()).isEqualTo(10); + Parameter param = train.getParameter(); + assertThat(param.solverType).isEqualTo(L2R_LR); + assertThat(param.eps).isEqualTo(0.01); + assertThat(param.p).isEqualTo(0.1); + } + @Test // https://github.com/bwaldvogel/liblinear-java/issues/4 - public void testParseWeights() throws Exception { + void testParseWeights() throws Exception { Train train = new Train(); train.parse_command_line(new String[] {"-v", "10", "-c", "10", "-w1", "1.234", "model-filename"}); Parameter parameter = train.getParameter(); @@ -54,28 +121,32 @@ public void testParseWeights() throws Exception { } @Test - public void testReadProblem() throws Exception { + void testParseCommandLine_regularizeBias() throws Exception { + Train train = new Train(); + train.parse_command_line(new String[] {"-R", "model-filename"}); + Parameter parameter = train.getParameter(); + assertThat(parameter.regularize_bias).isFalse(); - File file = File.createTempFile("svm", "test"); - file.deleteOnExit(); + train.parse_command_line(new String[] {"model-filename"}); + parameter = train.getParameter(); + assertThat(parameter.regularize_bias).isTrue(); + } - Collection lines = new ArrayList(); - lines.add("1 1:1 3:1 4:1 6:1"); - lines.add("2 2:1 3:1 5:1 7:1"); - lines.add("1 3:1 5:1"); - lines.add("1 1:1 4:1 7:1"); - lines.add("2 4:1 5:1 7:1"); - BufferedWriter writer = new BufferedWriter(new FileWriter(file)); - try { - for (String line : lines) - writer.append(line).append("\n"); - } - finally { - writer.close(); - } + @Test + void testReadProblem(@TempDir Path tempDir) throws Exception { + Path problemPath = tempDir.resolve("problem"); + + List lines = Arrays.asList( + "1 1:1 3:1 4:1 6:1", + "2 2:1 3:1 5:1 7:1", + "1 3:1 5:1", + "1 1:1 4:1 7:1", + "2 4:1 5:1 7:1"); + + writeToFile(problemPath, lines); Train train = new Train(); - train.readProblem(file.getAbsolutePath()); + train.readProblem(problemPath); Problem prob = train.getProblem(); assertThat(prob.bias).isEqualTo(1); @@ -83,43 +154,43 @@ public void testReadProblem() throws Exception { assertThat(prob.y).isEqualTo(new double[] {1, 2, 1, 1, 2}); assertThat(prob.n).isEqualTo(8); assertThat(prob.l).isEqualTo(prob.y.length); - assertThat(prob.x).hasSize(prob.y.length); + assertThat(prob.x.length).isEqualTo(prob.y.length); - for (Feature[] nodes : prob.x) { + validate(prob); + } - assertThat(nodes.length).isLessThanOrEqualTo(prob.n); - for (Feature node : nodes) { - // bias term - if (prob.bias >= 0 && nodes[nodes.length - 1] == node) { - assertThat(node.getIndex()).isEqualTo(prob.n); - assertThat(node.getValue()).isEqualTo(prob.bias); - } else { - assertThat(node.getIndex()).isLessThan(prob.n); - } - } - } + @Test + void testReadProblemFromStream() throws Exception { + String data = "1 1:1 3:1 4:1 6:1\n" + + "2 2:1 3:1 5:1 7:1\n" + + "1 3:1 5:1\n" + + "1 1:1 4:1 7:1\n" + + "2 4:1 5:1 7:1\n"; + + Charset charset = StandardCharsets.UTF_8; + Problem prob = Train.readProblem(new ByteArrayInputStream(data.getBytes(charset)), charset, 1); + assertThat(prob.bias).isEqualTo(1); + assertThat(prob.y).hasSize(5); + assertThat(prob.y).isEqualTo(new double[] {1, 2, 1, 1, 2}); + assertThat(prob.n).isEqualTo(8); + assertThat(prob.l).isEqualTo(prob.y.length); + assertThat(prob.x.length).isEqualTo(prob.y.length); + + validate(prob); } /** * unit-test for Issue #1 (http://github.com/bwaldvogel/liblinear-java/issues#issue/1) */ @Test - public void testReadProblemEmptyLine() throws Exception { + void testReadProblemEmptyLine(@TempDir Path tempDir) throws Exception { + Path file = tempDir.resolve("problem"); - File file = File.createTempFile("svm", "test"); - file.deleteOnExit(); + List lines = Arrays.asList( + "1 1:1 3:1 4:1 6:1", + "2 "); - Collection lines = new ArrayList(); - lines.add("1 1:1 3:1 4:1 6:1"); - lines.add("2 "); - BufferedWriter writer = new BufferedWriter(new FileWriter(file)); - try { - for (String line : lines) - writer.append(line).append("\n"); - } - finally { - writer.close(); - } + writeToFile(file, lines); Problem prob = Train.readProblem(file, -1.0); assertThat(prob.bias).isEqualTo(-1); @@ -127,86 +198,93 @@ public void testReadProblemEmptyLine() throws Exception { assertThat(prob.y).isEqualTo(new double[] {1, 2}); assertThat(prob.n).isEqualTo(6); assertThat(prob.l).isEqualTo(prob.y.length); - assertThat(prob.x).hasSize(prob.y.length); + assertThat(prob.x.length).isEqualTo(prob.y.length); assertThat(prob.x[0]).hasSize(4); assertThat(prob.x[1]).hasSize(0); } - @Test(expected = InvalidInputDataException.class) - public void testReadUnsortedProblem() throws Exception { - File file = File.createTempFile("svm", "test"); - file.deleteOnExit(); + @Test + void testReadUnsortedProblem(@TempDir Path tempDir) throws Exception { + Path file = tempDir.resolve("problem"); - Collection lines = new ArrayList(); - lines.add("1 1:1 3:1 4:1 6:1"); - lines.add("2 2:1 3:1 5:1 7:1"); - lines.add("1 3:1 5:1 4:1"); // here's the mistake: not correctly sorted + List lines = Arrays.asList( + "1 1:1 3:1 4:1 6:1", + "2 2:1 3:1 5:1 7:1", + "1 3:1 5:1 4:1"); // here's the mistake: not correctly sorted - BufferedWriter writer = new BufferedWriter(new FileWriter(file)); - try { - for (String line : lines) - writer.append(line).append("\n"); - } - finally { - writer.close(); - } + writeToFile(file, lines); Train train = new Train(); - train.readProblem(file.getAbsolutePath()); + + assertThatExceptionOfType(InvalidInputDataException.class) + .isThrownBy(() -> train.readProblem(file)) + .withMessage("indices must be sorted in ascending order"); } + @Test + void testReadProblemWithInvalidIndex(@TempDir Path tempDir) throws Exception { + Path file = tempDir.resolve("problem"); - @Test(expected = InvalidInputDataException.class) - public void testReadProblemWithInvalidIndex() throws Exception { - File file = File.createTempFile("svm", "test"); - file.deleteOnExit(); + List lines = Arrays.asList( + "1 1:1 3:1 4:1 6:1", + "2 2:1 3:1 5:1 -4:1"); - Collection lines = new ArrayList(); - lines.add("1 1:1 3:1 4:1 6:1"); - lines.add("2 2:1 3:1 5:1 -4:1"); + writeToFile(file, lines); - BufferedWriter writer = new BufferedWriter(new FileWriter(file)); - try { - for (String line : lines) - writer.append(line).append("\n"); - } - finally { - writer.close(); - } + Train train = new Train(); + + assertThatExceptionOfType(InvalidInputDataException.class) + .isThrownBy(() -> train.readProblem(file)) + .withMessage("invalid index: -4"); + } + + @Test + void testReadProblemWithZeroIndex(@TempDir Path tempDir) throws Exception { + Path file = tempDir.resolve("problem"); + + List lines = Collections.singletonList("1 0:1 1:1"); + + writeToFile(file, lines); Train train = new Train(); - try { - train.readProblem(file.getAbsolutePath()); - } catch (InvalidInputDataException e) { - throw e; - } + + assertThatExceptionOfType(InvalidInputDataException.class) + .isThrownBy(() -> train.readProblem(file)) + .withMessage("invalid index: 0"); } - @Test(expected = InvalidInputDataException.class) - public void testReadWrongProblem() throws Exception { - File file = File.createTempFile("svm", "test"); - file.deleteOnExit(); + @Test + void testReadWrongProblem(@TempDir Path tempDir) throws Exception { + Path file = tempDir.resolve("problem"); - Collection lines = new ArrayList(); - lines.add("1 1:1 3:1 4:1 6:1"); - lines.add("2 2:1 3:1 5:1 7:1"); - lines.add("1 3:1 5:a"); // here's the mistake: incomplete line + List lines = Arrays.asList( + "1 1:1 3:1 4:1 6:1", + "2 2:1 3:1 5:1 7:1", + "1 3:1 5:a"); // here's the mistake: incomplete line - BufferedWriter writer = new BufferedWriter(new FileWriter(file)); - try { - for (String line : lines) - writer.append(line).append("\n"); - } - finally { - writer.close(); - } + writeToFile(file, lines); Train train = new Train(); - try { - train.readProblem(file.getAbsolutePath()); - } catch (InvalidInputDataException e) { - throw e; + + assertThatExceptionOfType(InvalidInputDataException.class) + .isThrownBy(() -> train.readProblem(file)) + .withMessage("invalid value: a"); + } + + private void validate(Problem prob) { + for (Feature[] nodes : prob.x) { + assertThat(nodes.length).isLessThanOrEqualTo(prob.n); + for (Feature node : nodes) { + // bias term + if (prob.bias >= 0 && nodes[nodes.length - 1] == node) { + assertThat(node.getIndex()).isEqualTo(prob.n); + assertThat(node.getValue()).isEqualTo(prob.bias); + } else { + assertThat(node.getIndex()).isLessThan(prob.n); + } + } } } + } diff --git a/src/test/resources/iris.scale b/src/test/resources/iris.scale new file mode 100644 index 0000000..bfd8450 --- /dev/null +++ b/src/test/resources/iris.scale @@ -0,0 +1,150 @@ +1 1:-0.555556 2:0.25 3:-0.864407 4:-0.916667 +1 1:-0.666667 2:-0.166667 3:-0.864407 4:-0.916667 +1 1:-0.777778 3:-0.898305 4:-0.916667 +1 1:-0.833333 2:-0.0833334 3:-0.830508 4:-0.916667 +1 1:-0.611111 2:0.333333 3:-0.864407 4:-0.916667 +1 1:-0.388889 2:0.583333 3:-0.762712 4:-0.75 +1 1:-0.833333 2:0.166667 3:-0.864407 4:-0.833333 +1 1:-0.611111 2:0.166667 3:-0.830508 4:-0.916667 +1 1:-0.944444 2:-0.25 3:-0.864407 4:-0.916667 +1 1:-0.666667 2:-0.0833334 3:-0.830508 4:-1 +1 1:-0.388889 2:0.416667 3:-0.830508 4:-0.916667 +1 1:-0.722222 2:0.166667 3:-0.79661 4:-0.916667 +1 1:-0.722222 2:-0.166667 3:-0.864407 4:-1 +1 1:-1 2:-0.166667 3:-0.966102 4:-1 +1 1:-0.166667 2:0.666667 3:-0.932203 4:-0.916667 +1 1:-0.222222 2:1 3:-0.830508 4:-0.75 +1 1:-0.388889 2:0.583333 3:-0.898305 4:-0.75 +1 1:-0.555556 2:0.25 3:-0.864407 4:-0.833333 +1 1:-0.222222 2:0.5 3:-0.762712 4:-0.833333 +1 1:-0.555556 2:0.5 3:-0.830508 4:-0.833333 +1 1:-0.388889 2:0.166667 3:-0.762712 4:-0.916667 +1 1:-0.555556 2:0.416667 3:-0.830508 4:-0.75 +1 1:-0.833333 2:0.333333 3:-1 4:-0.916667 +1 1:-0.555556 2:0.0833333 3:-0.762712 4:-0.666667 +1 1:-0.722222 2:0.166667 3:-0.694915 4:-0.916667 +1 1:-0.611111 2:-0.166667 3:-0.79661 4:-0.916667 +1 1:-0.611111 2:0.166667 3:-0.79661 4:-0.75 +1 1:-0.5 2:0.25 3:-0.830508 4:-0.916667 +1 1:-0.5 2:0.166667 3:-0.864407 4:-0.916667 +1 1:-0.777778 3:-0.79661 4:-0.916667 +1 1:-0.722222 2:-0.0833334 3:-0.79661 4:-0.916667 +1 1:-0.388889 2:0.166667 3:-0.830508 4:-0.75 +1 1:-0.5 2:0.75 3:-0.830508 4:-1 +1 1:-0.333333 2:0.833333 3:-0.864407 4:-0.916667 +1 1:-0.666667 2:-0.0833334 3:-0.830508 4:-1 +1 1:-0.611111 3:-0.932203 4:-0.916667 +1 1:-0.333333 2:0.25 3:-0.898305 4:-0.916667 +1 1:-0.666667 2:-0.0833334 3:-0.830508 4:-1 +1 1:-0.944444 2:-0.166667 3:-0.898305 4:-0.916667 +1 1:-0.555556 2:0.166667 3:-0.830508 4:-0.916667 +1 1:-0.611111 2:0.25 3:-0.898305 4:-0.833333 +1 1:-0.888889 2:-0.75 3:-0.898305 4:-0.833333 +1 1:-0.944444 3:-0.898305 4:-0.916667 +1 1:-0.611111 2:0.25 3:-0.79661 4:-0.583333 +1 1:-0.555556 2:0.5 3:-0.694915 4:-0.75 +1 1:-0.722222 2:-0.166667 3:-0.864407 4:-0.833333 +1 1:-0.555556 2:0.5 3:-0.79661 4:-0.916667 +1 1:-0.833333 3:-0.864407 4:-0.916667 +1 1:-0.444444 2:0.416667 3:-0.830508 4:-0.916667 +1 1:-0.611111 2:0.0833333 3:-0.864407 4:-0.916667 +2 1:0.5 3:0.254237 4:0.0833333 +2 1:0.166667 3:0.186441 4:0.166667 +2 1:0.444444 2:-0.0833334 3:0.322034 4:0.166667 +2 1:-0.333333 2:-0.75 3:0.0169491 4:-4.03573e-08 +2 1:0.222222 2:-0.333333 3:0.220339 4:0.166667 +2 1:-0.222222 2:-0.333333 3:0.186441 4:-4.03573e-08 +2 1:0.111111 2:0.0833333 3:0.254237 4:0.25 +2 1:-0.666667 2:-0.666667 3:-0.220339 4:-0.25 +2 1:0.277778 2:-0.25 3:0.220339 4:-4.03573e-08 +2 1:-0.5 2:-0.416667 3:-0.0169491 4:0.0833333 +2 1:-0.611111 2:-1 3:-0.152542 4:-0.25 +2 1:-0.111111 2:-0.166667 3:0.0847457 4:0.166667 +2 1:-0.0555556 2:-0.833333 3:0.0169491 4:-0.25 +2 1:-1.32455e-07 2:-0.25 3:0.254237 4:0.0833333 +2 1:-0.277778 2:-0.25 3:-0.118644 4:-4.03573e-08 +2 1:0.333333 2:-0.0833334 3:0.152542 4:0.0833333 +2 1:-0.277778 2:-0.166667 3:0.186441 4:0.166667 +2 1:-0.166667 2:-0.416667 3:0.0508474 4:-0.25 +2 1:0.0555554 2:-0.833333 3:0.186441 4:0.166667 +2 1:-0.277778 2:-0.583333 3:-0.0169491 4:-0.166667 +2 1:-0.111111 3:0.288136 4:0.416667 +2 1:-1.32455e-07 2:-0.333333 3:0.0169491 4:-4.03573e-08 +2 1:0.111111 2:-0.583333 3:0.322034 4:0.166667 +2 1:-1.32455e-07 2:-0.333333 3:0.254237 4:-0.0833333 +2 1:0.166667 2:-0.25 3:0.118644 4:-4.03573e-08 +2 1:0.277778 2:-0.166667 3:0.152542 4:0.0833333 +2 1:0.388889 2:-0.333333 3:0.288136 4:0.0833333 +2 1:0.333333 2:-0.166667 3:0.355932 4:0.333333 +2 1:-0.0555556 2:-0.25 3:0.186441 4:0.166667 +2 1:-0.222222 2:-0.5 3:-0.152542 4:-0.25 +2 1:-0.333333 2:-0.666667 3:-0.0508475 4:-0.166667 +2 1:-0.333333 2:-0.666667 3:-0.0847458 4:-0.25 +2 1:-0.166667 2:-0.416667 3:-0.0169491 4:-0.0833333 +2 1:-0.0555556 2:-0.416667 3:0.38983 4:0.25 +2 1:-0.388889 2:-0.166667 3:0.186441 4:0.166667 +2 1:-0.0555556 2:0.166667 3:0.186441 4:0.25 +2 1:0.333333 2:-0.0833334 3:0.254237 4:0.166667 +2 1:0.111111 2:-0.75 3:0.152542 4:-4.03573e-08 +2 1:-0.277778 2:-0.166667 3:0.0508474 4:-4.03573e-08 +2 1:-0.333333 2:-0.583333 3:0.0169491 4:-4.03573e-08 +2 1:-0.333333 2:-0.5 3:0.152542 4:-0.0833333 +2 1:-1.32455e-07 2:-0.166667 3:0.220339 4:0.0833333 +2 1:-0.166667 2:-0.5 3:0.0169491 4:-0.0833333 +2 1:-0.611111 2:-0.75 3:-0.220339 4:-0.25 +2 1:-0.277778 2:-0.416667 3:0.0847457 4:-4.03573e-08 +2 1:-0.222222 2:-0.166667 3:0.0847457 4:-0.0833333 +2 1:-0.222222 2:-0.25 3:0.0847457 4:-4.03573e-08 +2 1:0.0555554 2:-0.25 3:0.118644 4:-4.03573e-08 +2 1:-0.555556 2:-0.583333 3:-0.322034 4:-0.166667 +2 1:-0.222222 2:-0.333333 3:0.0508474 4:-4.03573e-08 +3 1:0.111111 2:0.0833333 3:0.694915 4:1 +3 1:-0.166667 2:-0.416667 3:0.38983 4:0.5 +3 1:0.555555 2:-0.166667 3:0.661017 4:0.666667 +3 1:0.111111 2:-0.25 3:0.559322 4:0.416667 +3 1:0.222222 2:-0.166667 3:0.627119 4:0.75 +3 1:0.833333 2:-0.166667 3:0.898305 4:0.666667 +3 1:-0.666667 2:-0.583333 3:0.186441 4:0.333333 +3 1:0.666667 2:-0.25 3:0.79661 4:0.416667 +3 1:0.333333 2:-0.583333 3:0.627119 4:0.416667 +3 1:0.611111 2:0.333333 3:0.728813 4:1 +3 1:0.222222 3:0.38983 4:0.583333 +3 1:0.166667 2:-0.416667 3:0.457627 4:0.5 +3 1:0.388889 2:-0.166667 3:0.525424 4:0.666667 +3 1:-0.222222 2:-0.583333 3:0.355932 4:0.583333 +3 1:-0.166667 2:-0.333333 3:0.38983 4:0.916667 +3 1:0.166667 3:0.457627 4:0.833333 +3 1:0.222222 2:-0.166667 3:0.525424 4:0.416667 +3 1:0.888889 2:0.5 3:0.932203 4:0.75 +3 1:0.888889 2:-0.5 3:1 4:0.833333 +3 1:-0.0555556 2:-0.833333 3:0.355932 4:0.166667 +3 1:0.444444 3:0.59322 4:0.833333 +3 1:-0.277778 2:-0.333333 3:0.322034 4:0.583333 +3 1:0.888889 2:-0.333333 3:0.932203 4:0.583333 +3 1:0.111111 2:-0.416667 3:0.322034 4:0.416667 +3 1:0.333333 2:0.0833333 3:0.59322 4:0.666667 +3 1:0.611111 3:0.694915 4:0.416667 +3 1:0.0555554 2:-0.333333 3:0.288136 4:0.416667 +3 1:-1.32455e-07 2:-0.166667 3:0.322034 4:0.416667 +3 1:0.166667 2:-0.333333 3:0.559322 4:0.666667 +3 1:0.611111 2:-0.166667 3:0.627119 4:0.25 +3 1:0.722222 2:-0.333333 3:0.728813 4:0.5 +3 1:1 2:0.5 3:0.830508 4:0.583333 +3 1:0.166667 2:-0.333333 3:0.559322 4:0.75 +3 1:0.111111 2:-0.333333 3:0.38983 4:0.166667 +3 1:-1.32455e-07 2:-0.5 3:0.559322 4:0.0833333 +3 1:0.888889 2:-0.166667 3:0.728813 4:0.833333 +3 1:0.111111 2:0.166667 3:0.559322 4:0.916667 +3 1:0.166667 2:-0.0833334 3:0.525424 4:0.416667 +3 1:-0.0555556 2:-0.166667 3:0.288136 4:0.416667 +3 1:0.444444 2:-0.0833334 3:0.491525 4:0.666667 +3 1:0.333333 2:-0.0833334 3:0.559322 4:0.916667 +3 1:0.444444 2:-0.0833334 3:0.38983 4:0.833333 +3 1:-0.166667 2:-0.416667 3:0.38983 4:0.5 +3 1:0.388889 3:0.661017 4:0.833333 +3 1:0.333333 2:0.0833333 3:0.59322 4:1 +3 1:0.333333 2:-0.166667 3:0.423729 4:0.833333 +3 1:0.111111 2:-0.583333 3:0.355932 4:0.5 +3 1:0.222222 2:-0.166667 3:0.423729 4:0.583333 +3 1:0.0555554 2:0.166667 3:0.491525 4:0.833333 +3 1:-0.111111 2:-0.166667 3:0.38983 4:0.416667 diff --git a/src/test/resources/logback-test.xml b/src/test/resources/logback-test.xml new file mode 100644 index 0000000..821e0a7 --- /dev/null +++ b/src/test/resources/logback-test.xml @@ -0,0 +1,15 @@ + + + + + %d{HH:mm:ss.SSS} %-5level [%-7.7thread] [%-25.25logger{25}] - %msg%n + + + + + + + + + + \ No newline at end of file diff --git a/src/test/resources/regression/dna.scale/predictions_L1R_L2LOSS_SVC_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L1R_L2LOSS_SVC_bias_-1 new file mode 100644 index 0000000..fae73c0 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L1R_L2LOSS_SVC_bias_-1 @@ -0,0 +1,1186 @@ +3.081038970230975 -3.171042573144427 -5.7871684226903755 +-1.0266496527324533 -4.0779004308443625 1.3263339664003653 +0.06815097340784182 -3.390934849732564 1.6440761451039685 +1.5965841639962133 -2.8932593050962745 -5.177518756517459 +2.610620798382577 -2.903713895824613 -4.696897654153662 +-2.0585743125057583 1.3108353372146426 -2.089423647363394 +2.231793836386722 -5.122857613182071 -2.7004014986956837 +-2.0791896353376584 -0.8713546122872626 1.547791904566925 +0.7806869234570326 -0.997018727333532 -2.8594840536210544 +-0.8954969828552715 -0.016365933552387232 -2.074532664831622 +-0.09343550673949585 -6.305210716846006 2.306786164255812 +2.0829945920930504 -2.4858185782182725 -3.913723598043674 +1.6984465924007368 -3.048493989449414 -2.93426069842331 +4.268876761604275 -6.370734658173654 -5.1886973586413365 +-1.403032316440218 1.8394895667605267 -5.6939640579524795 +4.017430797700537 -6.0662067148721555 -4.3309919410712885 +-0.9672486277571261 0.24565286647967982 -1.3034394251570267 +1.622643749454726 -4.160943882263971 -3.51714058608507 +-0.03498259055513338 -1.3746429445138308 -0.7393715811203775 +-1.6717304115570226 -1.4909829654080702 1.113749733307233 +-1.0597327274353596 -2.639843599059053 2.197040420359345 +3.6450295657027283 -3.680932554615171 -5.4323858144307255 +-0.7917372868459106 -0.3670451894018241 0.07757085881485005 +-2.7539113139300846 0.05537018549277467 1.6632415040869515 +2.28830931660485 -5.035092882109259 -3.7482091817294263 +3.203101507610839 -3.9905598636779156 -2.6739427066949566 +1.8218174591931122 -2.10128065421157 -3.8479731640907495 +-1.5016455329405909 -3.191172451606886 2.0920753365629565 +1.5781609900923956 -4.449314768332784 -2.3511545172163033 +3.1947760241193253 -3.491714876525514 -6.179054010237711 +2.0111861449751 -3.6815177194029998 -1.4891268718696167 +-2.1344910293583426 0.26240197205716836 -0.34861101311615234 +0.6307871020661567 -3.9118177840494837 -0.7252820222159314 +-2.000592890555669 -4.675203672466735 2.3936469085484178 +-1.5906238683907479 0.8865972570904943 -3.5012918169484197 +2.740509319629053 -5.442340445511796 -2.2625763627220614 +1.766270136624689 -5.800785582865455 -1.223133966088454 +0.4239492871043664 -0.2622320204163391 -3.362071741308979 +1.4407811805349222 -4.599679352707779 -2.2229696991501853 +2.620213795697015 -2.225326239859413 -5.00121088783138 +0.18827223919550112 1.1316788124425616 -6.514553568772513 +-0.08381136254465804 -2.7752824636686118 -2.585571258200341 +-0.548166228451244 -3.0381463437099576 1.1630006879013652 +-2.2297587122669422 1.5585308718423119 -3.240691910872912 +-1.7699845181634157 0.4934431187941466 -1.9118908968319888 +-1.784606457206144 -0.6446158726893229 0.4234427691543645 +-0.940036733307889 1.3891446309407007 -4.142620429947174 +-2.651171323765648 -0.6208135404876227 1.7147775557202551 +0.9010625040018719 -1.482977209285834 -3.215469195815757 +-3.091278354716924 -3.353824571548163 1.2072754705459556 +-3.2419511522752344 2.4639520610982357 -1.403361609974223 +-0.2734173202274439 1.2432826029086033 -7.086105287780703 +1.2404398776025527 -4.213268543916152 -0.0042387537489330385 +2.1062025748002 -1.6983072951261429 -5.181796063080278 +-1.5570403270467896 1.3282914207694316 -1.3726525040098538 +-0.8775203173393681 1.3223857816744697 -2.7654863994074064 +1.9790751761398273 -4.063458485099449 -2.575872617370335 +1.805840298357776 -2.9811204880620084 -2.4023065425535486 +2.284436155442941 -4.0864048629770116 -3.0345785825786415 +-0.21824968112752238 -4.617727070812397 0.7827441161252509 +-0.3247598854798125 0.016262278695536647 -3.481128778093419 +2.7716872957395653 -3.891163747067651 -4.104567974371514 +2.380634981743007 -2.2652299493439925 -3.9419786745207848 +0.3667360518703862 -2.3821867141931805 0.24947101695000617 +-1.8696591143463497 -1.5263786698941735 1.2594217747619572 +2.132592301461999 -4.457039695574914 -2.5657664786481726 +1.3139261525777945 -1.2124978149761303 -3.3305272409610094 +0.35758363199045196 -2.7640832825302173 -1.6215108095030293 +-2.1719776262264925 1.7348757219087843 -2.907510481266747 +-0.2838329033037287 0.3017408399047393 -3.419026763681083 +2.180591833472471 -3.5126870291828247 -4.725483106820788 +1.5372845879442896 -2.2846444346727655 -3.469374153197859 +1.9945855909853394 -3.6769853962692607 -1.6603285244751265 +1.2342107068947235 -1.9047615616756737 -1.1959934999847999 +4.06350234219839 -5.010533298082145 -3.462949790418688 +-2.4085110854064906 1.6629096716788407 -1.292347133797467 +1.033319627491559 -0.4964047046259211 -3.577366819903435 +-0.9424616940074996 -1.8534119002332408 0.7425823055211483 +-1.81920274444337 1.2129893353628074 -1.2784743550225257 +-0.6550100948429903 2.6691547374339737 -6.1186682419950875 +-0.6878709554668806 -1.5973495239733628 0.4880112719076483 +1.6131344918449486 -3.6256526746577413 -2.4111581061704395 +1.0516530006544198 -2.89094595175164 -3.6715193725764674 +-3.1943732785041807 -2.5865472332029573 1.33943397640923 +0.9163079483119705 -5.53008545698748 -3.1219535233635547 +2.7412295632432233 -3.991907300888982 -4.8396630282039235 +-3.0617101018168857 1.6269787053958193 -0.8949048060648999 +-1.5450116465084769 -1.0764691209041948 1.1929333066699253 +1.8418104552603058 -2.8779017273509226 -4.276202385863791 +-0.5406957102794617 0.26083049164446004 -2.274827215942534 +-1.4649946030525847 -3.9654611289513566 2.379002828724291 +0.4113086402819027 -4.391294142177462 0.5221332223210821 +-0.31849127322882 -0.22342723598615358 -2.8913840435081712 +1.1267546788749663 -1.6349023632617297 -3.9561079909615495 +1.6414370809908327 -2.1575074672975223 -4.876463479003936 +-0.5659255833494392 2.4137481416830755 -4.850810794598694 +0.6546706482712609 -3.136971131748227 -1.2813695133402512 +2.8669814567196834 -3.4363550029406604 -4.739807339267704 +-0.6350320817989973 -3.4370501833871288 0.9838629076101927 +-2.240025698138469 0.5310918236979397 -0.9664107654344382 +3.0692333681405057 -2.727712012217645 -4.305317260306408 +-0.24745372303226762 -4.645622347707102 1.6020729372947744 +0.5066937011856839 -3.2967048568944146 -1.0678207128605652 +1.1162194191757806 -4.009227544308633 -1.0839831752604472 +-0.711482299823082 1.976108312647005 -6.193848867124442 +-0.41863775328764685 0.9896757995166017 -4.842123004682014 +-1.318152567236642 0.8482136278154097 -1.8982340562317115 +-1.6219717841698622 -2.4565704964869086 1.7546733236378733 +3.246985763139724 -3.219795554866699 -3.6162296263040377 +-0.9166876730967463 -1.8128822829574862 0.812547033576924 +0.8883842474865181 -3.303927890788392 0.609681063917214 +-2.137868666970584 2.517039842524242 -3.521703421325534 +2.8049851891670343 -4.284920378045964 -3.893845989191336 +1.2779845476420677 -3.855061722797833 -0.9832338007654667 +-0.5478848233817499 0.9409348655165963 -2.33144588841977 +0.09792562522181397 -4.284556463011771 -0.9735363660705435 +-0.11841283644742492 -1.9730333691007136 -1.082797544667757 +-2.3158221226222504 -0.4878569130091363 0.9460654145560171 +1.6443151604096207 -3.8580076350594545 -1.256279949566895 +0.2528299245827248 -1.9052830532491116 -3.1774995245328173 +-2.5603989900940505 0.3059898394336631 -1.448866138250133 +-0.9364450262018796 -2.714491232057473 1.3374340804206784 +-2.173039639645056 2.573203137130542 -3.3312406390381666 +-0.7954144523771902 -4.818701230395609 1.7401842523665316 +-3.136514114039749 1.8541061840088182 0.09563439856824274 +-1.8413435972032355 -1.0467115092211765 0.9587687432201679 +-0.18267116987565515 -4.715831039772162 -0.12419864622688856 +-2.3362835812995697 -0.2146907134479992 1.466940117829177 +-1.214432877802476 -2.1543814393120604 0.9068666054338423 +-2.0646122235800943 2.682856396277854 -3.8409485212860206 +0.46181376815434194 -5.416128823062908 -0.5328444927348823 +2.455993223550462 -3.543972707608837 -4.0014031025949235 +-0.22975167352537404 -2.3393155426345147 -0.4429029822288662 +-0.9836350363445141 -2.6382379288454096 1.1442407511971575 +-0.6075565466999671 0.6263472643723296 -3.7637792256760307 +-1.2792494281117184 -2.6116339570211293 0.7144101685429417 +1.7643524019743004 -4.557354160108735 -2.3318642545855846 +0.9337457150488919 -2.988331394357278 -1.3104898889606327 +2.2727736820309237 -1.4688132249701733 -5.201048145701534 +0.7676374161460348 -3.5777027019815697 -2.486791589399724 +-1.860383772582722 -1.588695236848688 0.8774433353048874 +0.3955884439043963 -2.0062049646446924 -0.8273232299520401 +-2.040600034995788 -2.5294822221479625 2.1532558246755436 +3.8594094274717268 -5.354661127600513 -1.48526690830405 +-1.018066555904483 1.3175161424606703 -4.267547136317343 +-2.0832452306038514 1.9515687374825488 -1.6291047711002258 +-2.554269582683611 1.9700330940718191 -1.896861893133868 +3.074756654806541 -4.66595292218948 -4.008061404380575 +-0.38566055930911025 0.49694983542154153 -3.908863692381489 +-0.7761087330020896 -0.8906779913626424 -0.6331208239964597 +1.9129116147496315 -3.6184381461223887 -6.301942985150877 +-1.6295391751294765 1.131984045118 -2.6990953984793085 +2.3258882199637285 -3.2988660523653697 -5.093216938886108 +-0.8274730889174705 -2.2017719241493894 -0.9866619713998407 +-1.2568210336365302 1.3760743364106018 -1.4718410879656094 +1.9957745500028665 -4.766563175058036 -1.5387440944474882 +-1.5934408759739402 -1.4094162560419887 1.048071903231998 +-0.46285563821217324 0.3544490819882354 -3.2002558290029 +1.0713093425921982 -1.1466918758288758 -3.5717198377824473 +-0.2482873274649033 -4.348466323893886 2.2465422767684977 +-0.3140280238082919 1.5699056026851512 -6.4754824366741595 +-1.4189063065139336 -1.9844727099633075 0.999970979620486 +2.2380391695920405 -5.869228684569707 -1.1951793910469415 +1.8678978975086096 -2.2994500106065314 -4.065728781349135 +-2.167615774613268 -1.643655732746222 0.5137811265358045 +2.507689734025751 -4.421507887716662 -3.2416066881830217 +1.5568408494943828 -0.24186180338300103 -5.112508879309098 +-0.9607372245587286 -3.551495335655372 1.7926201729500055 +2.945829903446553 -4.790754481825212 -3.6624893078878658 +1.935767149867853 -4.2051215756989375 -1.9938769360971706 +1.4156133969222064 -5.16115390040087 -2.110305868387632 +-0.4983654458510094 -0.8282577355218972 -0.23466333932181896 +-1.8420253884343019 -1.9775166942758653 1.2532900494035908 +2.2231329773900117 -4.722695860072636 -2.0446657439492943 +2.790807944402478 -3.0099566878712034 -3.5897689839278795 +-1.6142005277764702 1.7206977566953519 -2.912175605499393 +1.01327527401364 -2.1322267984105956 -0.1944777745303069 +1.7370045164330563 -3.5003051272923074 -2.0068884721732454 +2.130542872769877 -3.1912811721203083 -3.6056526360240664 +0.2537809017475773 -2.9884720493649444 -0.4536134405067732 +-1.1719096963280868 -1.4579916026216764 0.7337898868285841 +-0.35784532322214 1.250777812823948 -5.375599356235629 +-1.3115037102625973 0.6699167342208148 -2.1755071280846394 +1.2986963864111714 -3.8589794456718263 -2.451073958778467 +1.0059535316829664 -2.849902265888364 -2.2486632089798064 +0.4347697220756863 -0.07452592636716077 -2.2584144317974433 +0.43941035863037947 -3.994205339206018 -0.18959144820551965 +-1.5115430925759465 0.9133140257874361 -2.195001785512365 +-1.1782725645722085 -1.8690445652425485 0.46998417968383216 +-0.2582857557562129 1.5457658772687173 -5.871337729809097 +-0.13160152631019728 -1.9608130957414283 -0.33481185905156596 +-0.771280586931721 -0.5563162047182835 -2.1424133249365664 +2.125843320200628 -1.595602012026353 -5.690489271046351 +-2.4004772838044266 1.5245343728406544 -0.2702484383940652 +-1.1348001774049787 2.090585516846378 -1.58031335185452 +2.3260738175380635 -2.266893784836634 -2.7023603134525507 +0.14523835482668507 -4.432369206248758 0.17459749846600633 +-1.806057159420249 1.2274706462710696 -2.2859922774215393 +3.1185946022724362 -4.866700523626991 -5.954854751477182 +3.247943054605139 -3.573993622395336 -4.8508411249144014 +2.4021831878160134 -3.072306949499576 -3.027939457530274 +0.9627502215602386 -2.5053462496803287 -1.8274238609027917 +-0.8490795081352583 -1.0115711756792016 -0.15151609925695358 +-1.668173237912425 2.6526954057718974 -2.2068014248581043 +-1.5957846844695307 2.3278069637327423 -2.193593261971769 +-0.3971765228144259 -0.13136896882454704 -1.0679549636877808 +-1.212623362499105 -2.3041521546078654 -0.6667082918672016 +1.8847320935997371 -2.253729037251423 -4.461559928807967 +-0.5771688645842585 1.8783251590593455 -3.1475290007267342 +2.6155719884833424 -3.3762749325770844 -2.3550987690027854 +2.1748878479351714 -3.733886767726075 -3.043280654177088 +-1.482613295677558 -1.5789003557974488 2.2096462079069914 +-2.0047663302650203 1.2836601404965424 -1.6099625644955564 +0.15111698149976732 -2.531956702996744 -1.8998915895782051 +2.1896408429529792 -2.453700848339886 -4.570548903287883 +2.2119609220527483 -2.403877887180094 -4.6087561039891 +1.5603382985743128 -0.2796722765130585 -7.432524421402533 +-1.8189986301479493 1.2690371296859162 -1.5143217393169195 +-1.542850728884865 -2.099707170674871 1.303891428190112 +-0.2029776399005552 -2.150046070335783 -0.9469526779140415 +2.115586188997331 -2.7439490287070933 -2.0327800383611465 +2.495367589458954 -3.061825989151835 -3.83582188687238 +-2.2454507815589477 -0.20363216454398558 -0.14941265427629447 +2.8974698581227654 -5.072125420499368 -3.1575327140267797 +3.016865500055083 -5.3367527653739835 -4.677543734791799 +2.0192112384731082 -3.549661303271503 -3.437308047264633 +-0.8440656029656003 1.6227033816893397 -4.441815829326455 +1.7492752670070222E-4 -0.8994468778335147 -2.898469551352364 +1.0902553276808333 -2.8251838782842107 -1.8717884206683457 +3.1222789767292896 -3.104850286784394 -5.582170441467314 +-1.4179299645272498 0.5246414679376434 -2.086602045788512 +1.2079108224305313 -3.940281091159975 -2.0488511896658337 +1.2064300000325523 -0.9037498082893529 -3.6882288188902925 +2.438026221779454 -5.128769217641415 -1.8160529383495758 +2.254147697769054 -2.0056992542624736 -4.0533647179834915 +-1.7858408380176862 1.6052531754131425 -1.9028728975969675 +-0.7976654486829567 1.3148159808832232 -2.6014955922170397 +-1.1098067939339844 -3.0118042373052805 1.81007222373196 +-2.5218617693085226 1.3114807995798488 -0.7554824220549646 +-1.2546189791827347 1.807684976600011 -3.6159593684360543 +1.8088184672914551 -1.5083072804267794 -3.8187609627477364 +1.1294600819517457 -1.1981078603194644 -3.3540230510322373 +-0.8897969680050803 -3.513926271942695 0.39878768832024974 +-3.2119716646210343 -3.204180088897183 1.3551567780337508 +-0.8260406633660914 -2.746165041895547 1.143368676272672 +-1.548030120537539 0.7066019809798162 -1.0414192233970008 +3.2250958928396583 -4.145965448656484 -3.7304371042725717 +3.097745646849261 -5.7472751598925615 -2.9013980881173915 +1.0803404809732342 -3.303749615051348 -0.44434572852250326 +-0.9826573994628097 -2.712107968223971 1.2475305033038633 +1.0101235211258084 -2.0825617773901923 -1.1223916923641255 +1.3384402743837815 -4.060908984321234 -2.023478025977685 +-0.36299401565370276 -2.774476180161637 -2.7324761202922248 +-0.6900656359578582 -2.595367291734556 1.88063715480421 +-1.8648891262065963 1.611400683020225 -2.2758506068058697 +4.013502240651518 -5.149006940151933 -6.854295885095655 +-2.302285535702922 -1.68320843565231 1.080427354896187 +-1.724341706011359 -1.1018730005598487 0.9274089193736943 +2.3573509082265725 -2.156118282342254 -3.6798309545821732 +-2.290731757787979 -1.937061493301567 0.4983595750378022 +2.2797817364564525 -3.793258649774791 -6.391396957430792 +0.1540986942381636 0.7349997575406171 -4.370866087552929 +-2.4841945878787954 1.5540052699032985 -2.3236889529804854 +2.5120212949487577 -6.373909517627625 -4.492472966373642 +-2.134467235546544 -1.093707275977444 0.9967086587785129 +-2.1113169008610915 2.747635672598388 -2.592727822602122 +-2.385251848131114 1.2882726817206713 -0.30577933501013754 +-0.8828165063639567 1.8237417025399347 -4.415438556800414 +-0.26291111614362467 0.2353900578743245 -6.569574943051473 +1.7909364521899138 -2.404701794059747 -3.9759816248460127 +-1.2175971535765326 1.3378163727347243 -1.1072686462265109 +1.8020503238291548 -1.8666772700467502 -3.536272673175185 +2.2417285514419323 -3.51948393385197 -5.146556696754003 +2.8108699819744687 -5.388976902833346 -3.0344480314869493 +-0.10425318564772434 0.4473929373003705 -2.9007376638993385 +-1.6121826590454116 -1.8909515253010032 2.2502207030325847 +3.258833136508883 -5.277203020399081 -4.535520310871223 +1.589990317121196 -3.2876999724379083 -2.5519219054235056 +-1.4583192424093498 -1.706980852412422 0.45743415628064366 +-1.143233925018777 -1.8522074844691438 0.47509903344171034 +2.3798871291662547 -2.7014506846732003 -6.0433447993442355 +-1.7397810937580005 1.5448441725301665 -1.9027205237989138 +-2.9911741321521124 0.9264504446353865 0.4712260846179191 +-0.7575183551486367 -3.341099274826075 1.790287535618433 +-0.8181564098494422 -2.6052105208175456 2.4975442818159705 +1.0165002337109585 -2.7348389804595024 -1.3862275020726658 +0.9809465545988163 -2.5212249719297852 -1.83235754165086 +-2.1919051493320545 1.292755379462168 -1.43866492692579 +1.060965582923423 -2.6486822621019885 -3.8846129182974676 +2.1569633009062157 -4.287286707156188 -0.40283065406083024 +-2.1005664220952203 1.1638535057969508 -3.4059599080491356 +1.6464625634510002 -5.453593405817787 -1.5380189459615865 +3.9520899919154946 -4.425111793696182 -3.266601373037571 +-1.5246646425166948 -4.25576677628221 1.181793389529496 +3.5104352987920344 -4.576872765063891 -4.831143902054107 +1.653946553744129 -2.2310200899150616 -2.7702916511361138 +-0.2639913802769781 1.5892462646664818 -3.96169953615348 +2.2042209997605315 -5.112802213650051 -3.775885149136338 +2.103606463608217 -5.231842120196319 -2.285512790665766 +2.1572321625081936 -3.006609311844099 -2.204572162728266 +-0.6832732690332404 -2.267522969350116 -0.13603324018222954 +2.4608124573253334 -2.818939197113351 -4.575563142915683 +1.8168732411516055 -1.7483784263322002 -5.80342921555058 +1.217605088486735 -0.5298135100609016 -4.580975021739549 +-0.887692343309082 -3.8074653792765756 1.6957984500918633 +-2.491906820700545 0.7110869498848915 -0.8903212495169843 +-0.47431152169358193 -1.3041588513882125 -0.5851819317622239 +1.9216971468029052 -1.4894923924843908 -4.17155942980483 +-0.7864607045412045 -3.1602381822296537 2.116686324845063 +-1.8167992932995938 -2.6405644789063345 2.165302935946663 +1.7386773928813537 -2.9944677894515075 -5.011815979277473 +-1.7471453203011988 -0.08580233039421879 0.46260160308840365 +0.17948289933108047 -2.7251641351011964 -1.607418232684138 +1.3656984842594326 -3.4516244594984 -1.1606173854070987 +-0.36548921999550466 0.3744919197879654 -3.7885781558318024 +-0.3249229027815546 -2.0809866105292127 -0.5397629865320568 +3.2896068835120054 -4.521421216557351 -4.780549855016854 +-0.42055631064227506 0.6252720811827085 -5.395588356873039 +-1.1719096963280868 -1.4579916026216764 0.7337898868285841 +-0.39920892099943306 -2.6386346753235466 0.5426583544277475 +-1.0898516302345143 -3.050107489729977 0.780298111446935 +-0.46285563821217324 0.3544490819882354 -3.2002558290029 +-0.6412617592980812 -3.971345729391837 1.583639923156869 +2.652136296958656 -3.533206427602765 -3.0635571068987297 +-1.7213560345828094 0.43795594186602804 -1.2437161088947082 +1.194008836338746 -0.9658613548047079 -4.857021912538984 +-0.8064223253793746 -4.733419699500365 3.3956302940838468 +-2.0417253572743004 1.7064042606627876 -1.9274238191814599 +2.1629435174715406 -2.6376919419924443 -2.82003964553776 +-1.4864515753506482 0.5890015078284064 -1.0137076885470382 +-1.6876421738862046 0.6810460003828906 0.34562097231229916 +-0.30606516952721485 1.550153229538513 -4.500818827515881 +-2.154160939845967 -0.4527945015411313 0.5015764011385546 +-0.9828114383741231 -4.2257020168347115 2.1774567457496588 +-0.1971977264423713 -3.173447271651662 1.024398085557818 +2.3463915862453515 -2.2164879828130366 -2.9509104270436395 +0.6474601920822725 -1.8001878691427282 -3.3582893464045336 +1.2045451895705814 1.553042770161086 -6.611719149818024 +2.4693323694771365 -1.8937762137963292 -4.940139704627526 +-0.2482873274649033 -4.348466323893886 2.2465422767684977 +0.5502478906425852 -1.6887309897423206 -1.0440038020005413 +-1.1348001774049787 2.090585516846378 -1.58031335185452 +2.238378575641601 -3.4848344447851693 -4.312231775912189 +1.0000850319338481 -2.184279122656608 -1.8555455913238785 +-0.10472735872295853 -0.7937705416471501 -1.447189723146707 +-1.498670811799726 0.5613259294521842 -1.924008418417225 +-0.06308915928725478 0.24022316723626058 -3.4683720325899743 +-0.7451686567809785 -2.9905039619070726 1.8339342374499987 +0.7130196282046363 -4.686936301345025 -0.6942125508627105 +1.4686213691492644 -2.2823657106343553 -4.355442820560115 +-1.4669352992130373 -3.1728898611681746 0.9945160088366868 +2.397976843771452 -5.367606022460954 -1.986325114875164 +1.119887768358061 -2.859905766507474 -3.038702532516531 +-2.411100579504336 1.7218242977428093 -2.669177473938575 +-0.0577283045311979 0.5459619167195753 -5.194609698693169 +-0.7270893150030436 0.6814402375378958 -6.102220160403406 +-0.6571845951460279 2.258958704944088 -4.317623684629286 +-2.737024159583004 0.2295824480582101 0.3262356120263825 +-0.839696392324055 -1.2419670905656144 0.5234530673821627 +2.2050745193737438 -1.4669318465573482 -7.042024949577382 +-2.5982614222702267 1.7731579214293751 -1.926599427743736 +2.383471516456434 -3.899312326740221 -4.965860703263914 +-2.0875214808869615 1.1978740791261007 -1.4288472934901388 +-1.1456462081123364 0.8633268368847115 -1.3681331269170662 +0.90783990324168 -2.6524655339950183 -2.0945185747254063 +-1.4916392440321014 -1.9356365707389758 1.2389952420761643 +4.476129299316236 -5.97423797432885 -3.5933897977806444 +0.47307432781152214 -3.556371301257144 -1.04574878102663 +-1.4599039128281082 -2.319764508325918 0.764801730440876 +-1.7213854840016691 1.303961535051149 -0.6779139597308316 +-2.0832452306038514 1.9515687374825488 -1.6291047711002258 +3.2045481573613412 -5.6839387948883795 -2.32607885989163 +3.5940528194722154 -5.440963320822092 -4.055841578286857 +2.8376305177581016 -1.4918106067206796 -7.082214823350252 +2.6924660579847286 -4.664481168218973 -3.433120905758848 +1.855020298670246 -3.6712530190433554 -2.245820850447272 +0.6231798716298724 -4.3675041794664 -0.992047457849284 +-0.1423706781412965 1.2333604057440355 -5.451233152652216 +-2.3334728321980798 1.4359287195921746 -0.8826489123564861 +3.482404120712972 -5.263023165097322 -5.5079080143171835 +2.6633114440844223 -1.6508059909345385 -6.040929578759183 +1.499291010474864 -3.651570025459792 -0.9014143099459105 +-1.9824182029065516 1.4810746679330786 -1.893880640743983 +1.9824547414917428 -4.917441553432367 -2.077410982500458 +1.9188197389252393 -4.183893765942099 -2.737396398521908 +1.9099690678209966 -4.781928444169356 -3.3475993837748756 +-2.8228493961440186 -1.5322127656698565 0.47522641176386987 +2.244227982927533 -2.1472750799628306 -5.437306092222996 +-0.20779554683418464 -4.3485728239202555 -0.6424717545556269 +1.087751405686407 -1.7502669524838852 -4.967147425265265 +-1.5802981822333753 1.1112566503657977 -1.2395312202267248 +-1.3754080561366593 -4.5835287350975635 1.8232193450258984 +-0.8404338573919786 -1.947650868858309 -0.478034791528841 +1.468782687840933 -2.943628114811564 -3.0423384990549676 +-0.7401941676202355 -2.7246687958791975 1.8585231173184182 +2.321410326847908 -2.990137201416671 -6.890831029785415 +0.28958297537088973 -1.1004890393706555 -2.5787948768888715 +1.5872707718145591 -4.892255996056516 0.6207873606438801 +3.1357312301800238 -5.036661855646346 -3.251645866039619 +-0.8260137089775643 -0.9011968338916669 0.5935909375825829 +-0.12080405644757783 -1.6001353101938733 -1.632546015896411 +1.915681923957544 -2.590525501246932 -4.785504453780915 +0.7980365864302753 -3.6445064050609584 -0.43483345729517536 +0.3379094354463512 -2.8219492052505304 -1.2924518221397097 +-0.6050421867424073 -3.539607942407452 1.1048031338461672 +-1.2607417298860162 1.5581387713286177 -3.7261724441274806 +1.7816173862825022 -3.2598017562157002 -3.33892228993666 +2.205640001194328 -3.219716561762751 -2.108428653494729 +-1.3539220931810234 -1.9632907922081262 0.8538802599111156 +-1.3932766614059529 -0.2852331709054876 0.8639924724889246 +1.6211536375513356 -3.5446461808830234 -3.2775207848756143 +-1.0843291914679751 0.5424085546147831 -0.884019810217004 +0.39362920511584487 -2.229250153782434 -1.666374989694884 +-0.6917230482061513 -2.8726262669371145 1.365955776630735 +1.4904711542038216 -0.5583684825844517 -5.627801451695653 +-2.324341926538593 -1.7760453568215833 1.7080291835896722 +2.099968797903506 -5.140802152169921 -2.793590584285589 +0.5312807802645546 -3.035258310825045 -3.779967257579868 +-1.224733772951133 0.840832400727479 -2.5875466068632083 +0.7661004827312266 -1.412670346698333 -1.1097400036901037 +1.416828285110882 -3.7710123061270733 -2.0169937411038017 +2.022211204320605 -1.5788988697372481 -1.917943073222673 +-2.035972218529051 -2.859533676093673 0.6102683074569724 +-0.9732778182148762 1.0174032548053238 -2.5490848574681717 +-1.752602220290593 -0.3837384436534093 0.9014753697665006 +3.733637972691213 -3.2113342960421796 -6.325781411351403 +-2.726391887805737 1.8449374741010127 -1.9171896038237386 +-0.839757301552431 0.22338317668775137 -2.4998970561430296 +-1.1722516255764077 1.2904796802718146 -3.8935372501825225 +2.4053195615449643 -2.19704381650233 -5.481021635642352 +-2.3027852290487703 -1.1679705849194 0.8087069832577879 +3.0989112728686896 -4.794282492582882 -7.04981145161424 +-1.4545156031419466 -1.844287333323648 1.0912150328936154 +-1.730369697389775 1.137600639104823 -1.3114992370360246 +-2.112148233501213 1.4114968155569503 -1.7118243411041445 +0.8370721500952366 -3.053425684406542 -0.4065917198161943 +-1.3922436045523665 1.9221492141368361 -3.1211385293297886 +2.0381014338380354 -3.0984918722485246 -3.713612834224634 +-1.5259075544583725 1.7512139664369177 -3.8392425608272793 +-1.9085835436160739 0.9027132395628834 -0.9925697099335921 +1.6221614561850548 -2.0999817331603374 -4.048267875982303 +-2.073193517560612 1.1791865550541143 -2.8782441052964214 +3.2936465546745466 -5.2004297227863345 -5.382041573292031 +-1.252131848960871 1.250610234228227 -2.4982455728929946 +-2.982201904050244 2.443521213984326 -1.3198036808499136 +4.8008167288142785 -5.1804920559747 -6.083361226584614 +2.1658926768306754 -3.455987505085557 -2.868684604204169 +-1.1306420704197444 1.298175616880399 -3.59135048142186 +1.847364360373344 -3.352513176931038 -4.108479514421538 +-1.1553765070156456 -1.6511255424959526 1.345747294367056 +0.0331421442651882 -3.611919910716607 2.043338357007825 +-1.2126942286634035 -4.049067945431704 1.1419959362543894 +-2.4251506370952134 1.8922753452173509 -2.0575408301520364 +2.547670865069402 -2.563624542870107 -3.363124842798161 +2.30672870972004 -2.3548749078699696 -3.153518812974313 +0.6352466843671183 -4.812085980832689 0.5537835671041546 +2.48665243319639 -3.2613130897547666 -4.500426738833539 +1.494758092660676 -3.918992966097174 -1.545727513077113 +3.4588695931237297 -2.769749252705094 -2.5988400710917094 +2.6427383747969455 -5.595649392332565 -1.1571008545387975 +-2.249162241656505 -1.6273337263349823 0.12782601946983632 +2.873432423006686 -3.111458071741538 -4.250109619582318 +1.0923858709668024 -2.5152490206153266 -2.879256777394322 +1.0921737407982095 -5.197602954049804 -0.22359166369543212 +-1.4211576345759407 -1.8523636014007216 1.2486806348128556 +2.475505687159438 -1.7297060510356306 -3.4153696953701598 +-2.2987028697560343 1.7196580634101508 -2.2131285900236075 +-1.7397810937580005 1.5448441725301665 -1.9027205237989138 +-0.887692343309082 -3.8074653792765756 1.6957984500918633 +0.5772422128184813 -0.01671343368232189 -3.5493437036559983 +-2.31955980686929 2.7042602178581348 -4.425783146704164 +-2.27734282370656 1.4999692179665371 -1.1063272044012462 +-1.8693044433540822 0.46525940934872684 -1.5440914752376678 +-2.955433796404533 -0.6074046113048102 2.8074141122224514 +0.8725431915138563 -1.6815440266036343 -2.0594974926537133 +0.3539829123434936 -3.1781024529326563 -0.45642753698570754 +2.452724082302013 -2.6726007652935575 -5.782622948173086 +-0.9427748827713183 1.0127840753676494 -2.577143154944859 +1.9339170522817355 -1.2173503681744786 -6.118403208836277 +-0.6506441524064138 -0.9680647690397719 -0.7080672024404994 +1.9584436891909505 -3.1959554136605104 -2.134973393788318 +-1.112647018764841 -2.2683227209344716 1.6128686558967433 +0.7494950455447944 -2.142405614699259 -1.605796683086332 +0.02721206668868087 -2.380244331747562 -1.6929053775290996 +2.7615715000225194 -4.102707197919855 -4.004256575332873 +-1.8618437340504772 1.168258015354274 -1.9664421748719205 +-2.656971847777837 0.8411585574806337 -1.4385297649240658 +-0.6935407784415242 0.9949020842270992 -2.7890239656864653 +2.430549023769936 -4.451893331237453 -2.421139083258781 +2.54844950792803 -3.7480002216486965 -4.413990682105691 +3.2600542678757773 -2.761107639152194 -5.835135736635802 +-0.6439870647152593 -3.965134760141185 2.512157064550864 +-1.2856966156188354 -2.0341670471153313 2.023007014442499 +-0.7150564749865617 -3.282000104855803 1.7154883696158907 +-0.3323369254642994 -0.5304615289245345 -1.5342334064268712 +-1.1830985776361678 -2.122459760377672 1.884144351569999 +-1.7779671201319154 -1.447408604205221 0.2847631950331102 +-1.5409382527754552 0.0661479178660988 -2.3231570379227917 +-1.9566997137605695 -2.5756490681317725 1.5037626937018025 +1.7058775598837033 -2.5722611892745926 -2.757151939447642 +1.3991474286307328 -4.103096989640632 -1.86130284326124 +0.5859744908540166 -4.188634446718541 -1.387933279362676 +-0.8332676400631095 -3.601949031145675 3.304000226955737 +0.8123675341361244 -1.548993784799108 -2.8906316977117528 +2.685784423652356 -6.759583702548064 -2.3989963196994375 +0.25944218695166754 -2.685107903429035 0.45189692126763725 +1.773600670797338 -1.4274679190264192 -2.5044304379442286 +2.4370664287033397 -4.473720162028635 -3.177402313085222 +2.108835319597799 -0.3951261916242217 -7.696990686790189 +2.0718314730637197 -4.386431994025714 -3.6100439212175277 +2.4161356942797116 -3.827660862703001 -2.786977008971838 +-0.9105232787263569 2.036225751353631 -4.575733441281942 +1.7587623017763325 -5.1769127022984005 -4.4086083083905425 +-2.36012167003767 2.588516417466261 -2.1392677278254095 +1.3885826901337437 -4.247050118101138 -2.857877146227589 +3.11861483171299 -2.294187549468607 -3.8978392335455925 +0.5343257612998739 -2.3671285473995445 -1.5794063442635389 +1.3488182099244654 -2.2594523917316076 -5.33462295927491 +-1.9870893678614203 -1.369623385741274 0.7462785948039068 +5.161714798497968 -4.461464528762716 -7.115999054477 +-1.6650167758256074 1.136284484688697 -0.930951481030096 +-2.148476255160798 -3.2460975918604684 1.0146619768599667 +-1.3507815639809446 0.9641531034430605 -2.5924100996315107 +3.771919579107949 -3.9467066420083197 -6.685593565065281 +-2.2866894855450837 1.941652706254275 -2.799744582871237 +2.449107567873201 -3.7043744622954993 -3.021770262842988 +-0.870710921709371 -1.8017393032437985 0.8880064388972492 +1.6374604555414447 -3.337894718998278 -2.747001892081954 +-1.7796288642661644 -1.472609982265118 1.3281828866089969 +1.9887125360028084 -2.157343569244026 -3.422673733883827 +2.5708638785312212 -4.140661493427537 -3.9479774507960097 +-1.8763467466724877 1.1232878210081285 -2.267413972553972 +1.0490574471578418 -3.413189349090944 -2.406870807977251 +1.6335272627538953 -5.533700130649693 -3.0113506361744427 +-1.1686989600012265 -5.132735567130916 2.1132121214117663 +-0.5609691715552674 1.8388737847320373 -3.8747102419884514 +-0.14711504767675607 -3.1501773908535444 0.7259609224813748 +0.5377422226542703 -5.761885571586339 2.497218057863368 +1.5184490990055095 -1.5568219620965185 -4.509809752895573 +-2.945104179513666 2.3818317243932996 -0.5618919319846961 +1.7731576320358733 -1.8263134218777486 -4.5168521020280235 +-2.641028264944704 1.8853050835740632 -1.2369161118264906 +1.7415513582051585 -4.56751031709126 -0.2785981891735107 +0.27690744567065073 -4.6884256640048365 1.7258508494196612 +2.0524695913501825 -4.784928300528947 -2.0964220920000205 +-1.1553765070156456 -1.6511255424959526 1.345747294367056 +-1.1231583367556137 0.001144053042551163 -1.781583359129471 +1.3377921418498702 -2.4272528501093973 -4.826813463933552 +1.8452939039066585 -1.8255695648494596 -4.41285222660782 +-1.7679889868822343 -0.011409699870417789 0.15801865114577324 +1.0276317132210213 -2.734266028040917 -3.788469080805156 +2.7087992824641853 -4.30218880209849 -5.384854081838416 +3.490290122548706 -4.095201691849179 -4.463998607067971 +0.8950945767417308 -1.5772839969329846 -4.5703976485178215 +-2.498754513470591 -1.91832579510506 1.276748660149643 +-2.8835932725021296 1.4589897791774007 -0.898637281903789 +2.161680381680286 -1.2350057818184679 -4.919830533222007 +3.4256787868162726 -5.2724380841869625 -3.478900819859562 +-2.767833229659573 0.8516258013458473 -0.12491920526255106 +1.1846645721503632 -1.55068175158519 -2.6903303328809005 +1.292566270165102 -0.7885911442271512 -1.5897708690305876 +-0.753513698604523 1.35629227117993 -0.7270741927987608 +0.06815097340784182 -3.390934849732564 1.6440761451039685 +-0.9347167410597325 1.6794011969666705 -4.492774808818826 +1.4752004301171928 -2.3854949876843428 -3.6563261748661717 +-0.6509186913340478 -2.439404111112703 1.1221463034268049 +1.5497925204408356 -4.166706356824615 -2.5885829443788677 +-2.476143561378553 0.8220005318471547 -0.5477655111215536 +2.4444916230668854 -3.4852626409967296 -5.415934876824345 +-0.8025296906394456 -6.7618658915297445 2.629148365815916 +-0.8736909294725267 -2.989522083760358 1.3908945137209532 +1.6324280508543603 -3.173394328857882 -1.0524104025303478 +-0.5437192172184564 -1.1319012708293215 -0.44757752566921544 +-1.1719096963280868 -1.4579916026216764 0.7337898868285841 +0.7349112352782681 -3.1654690636200287 -0.5126495808918026 +-0.06820568725344564 -0.11561433592734666 -1.6995671446944938 +1.1405172135005752 -3.713678740346457 0.0277625991268177 +-2.3027852290487703 -1.1679705849194 0.8087069832577879 +-2.1611606076451824 -2.363481545935542 2.023024115478359 +2.0807256083169645 -3.9793515909140784 -4.507130484147888 +-1.2740299697422415 -1.678272623236786 1.097108757219189 +1.4830644035750207 -4.882899772401998 -0.9386297662238542 +2.233270578000867 -3.8696054840960117 -5.402007704099252 +1.774448983092218 -3.6480966298289066 -0.7080135051588963 +2.2786614115130694 -4.84901391885851 -1.9633484693505288 +-2.364747093091021 0.4514913805820649 -0.44584176276302984 +0.7930335875565888 0.05688904484038865 -5.301972014811471 +-2.4038583554495276 0.5306099537060907 -1.4001804981046302 +2.260896027036456 -6.218946001266769 -4.796354482696912 +0.3561179142294192 0.7537895890040598 -4.350136296540461 +1.4235767197194011 -2.8497598803882362 -3.2573883140902886 +1.576101892694207 -3.645619758874393 -1.6814283908326164 +-1.1851417242004905 -3.3875324896010035 2.5000058775793583 +-0.809735345977496 -6.859857095769078 2.689371130602407 +-1.0813416908481854 1.4796582436494126 -3.0367088876075434 +-1.5333588663239397 0.31834421847662003 -2.3705121071434845 +-1.4767533036480918 -0.4958409410078222 0.42015858094995656 +2.3377382555860167 -4.953019438539204 -0.7104960434278764 +2.962707842706794 -2.6450034800866775 -5.982824282615012 +-2.3926526149492555 -0.5521063732229733 1.137347370039876 +-0.5809108958200767 1.0509463394041956 -2.699646152215797 +-1.0732902008954235 -2.841687607287129 1.5855633243902387 +2.1679742490460967 -3.3988194364389512 -3.5717159964232548 +0.494941665928905 -2.0987602274090844 -0.2356050805005721 +1.458839866254821 0.27908969681609724 -6.16483357431095 +3.54635929266967 -4.105942830511881 -4.866078972961551 +1.724075674105191 -2.993316461025584 -3.6994925495243565 +-1.2110326044341861 -2.177813817975391 1.0415241007507576 +1.1985478363809567 -3.0390102695434322 -3.210696137546093 +-0.9534388770649522 2.399464005164629 -4.425228253746848 +2.925496555815979 -3.809006652592008 -3.320312595492733 +-0.48889517168855634 -1.2089381565620108 -3.1477637322338894 +3.1049087423138793 -2.0233023306138773 -4.749160861775836 +0.7415873527645793 1.697907123583372 -7.918537037491318 +1.6749922145206946 -2.8642325030893026 -2.4152213011888413 +-0.6728766668337574 1.1933783594927763 -3.5995112450092583 +1.4526868894073257 -2.346343917974923 -5.144612578116671 +-2.3889067642947466 1.796685962857577 -2.4076582704254905 +3.4409236417337197 -5.801153322944285 -3.593594118439921 +2.1557712124158397 -3.183011432248974 -4.298453929653847 +-0.9976933865928 0.9145504265355493 -4.278413524618357 +3.0463621579319606 -4.4649926079954225 -4.378718128785574 +-1.8184018705124645 2.0699346133065673 -2.5588654986327257 +1.0545302488631496 -2.071021059687583 -3.08891435863966 +1.3821398825655107 -2.5035350181201297 -1.1036802304977937 +-1.6219717841698622 -2.4565704964869086 1.7546733236378733 +-0.6420836333761895 -3.132989828330282 2.039032837263119 +0.3475448858696233 -0.9689791198412864 -3.38086163661716 +1.1177375436810408 -3.8100207672795774 -2.337189412569258 +1.1962209054801174 -2.801351826632421 -5.249899997657386 +2.853633651593857 -2.8804680443010353 -5.572763059070653 +0.07899079375849745 -0.741020956077354 -3.0760294313512757 +-1.1722516255764077 1.2904796802718146 -3.8935372501825225 +0.20360609242298458 -3.5572320357453333 0.3283142324212483 +0.2619428677492113 -2.678557874661018 -3.4218919661023923 +1.1411559877339739 -2.6663680108754364 -3.3811420552577536 +-1.1417282893664542 -0.41290262300688574 -0.7670715983295128 +-0.8065448576532194 0.6970457839675925 -3.0656768027966548 +1.3136617521407017 0.9095345786637405 -7.087359325403435 +0.4370691105499739 -2.2695532896503514 -2.5174806352024324 +-1.103289474367389 -3.572824838437534 0.9741403987758568 +2.54011857550255 -4.5987828528905075 -1.2195977671983547 +2.4698721386472258 -3.1348800179835403 -4.28114158635267 +-2.2106912821272435 0.22554582812704882 -0.45122025628274753 +2.2683682053301855 -5.989821836051498 -1.8431940291931235 +-1.6385817557641666 -3.222884311036194 2.897859494247148 +-0.3343692993212732 -3.698661061591805 0.7691186331590267 +2.107013240222807 -4.926098060915705 -4.76757020480027 +0.4780740895971809 -3.8735947934033543 0.547251994382687 +-1.643756083156112 2.1104425494772756 -2.603758615786132 +1.472157377288663 -0.8410533995689853 -5.12315461327548 +3.605797630033886 -6.155957035835064 -5.398926757733247 +4.222826478319857 -5.906165511326703 -3.709189417636301 +2.823745867966244 -6.101609921855509 -0.5970328289366768 +-1.337423617782026 1.6556367097066944 -2.7324100769554054 +-1.8808306218409783 2.1649030597630743 -1.656128033500783 +1.6803821995929311 -1.3601767780232878 -3.634431275864631 +2.3764473923797604 -4.3663642789010355 -3.2826629342096108 +-2.2779573493144065 0.7423667768710951 -0.5717641792856444 +1.6447522885782715 -1.0353228711387374 -4.569134130638319 +0.7109923860735761 -2.8630775281254883 -2.051508428388464 +0.15446515992768287 -2.995716356025328 -0.17621668161520562 +1.6311410791878656 -4.834653918490185 0.01717702031076178 +1.057024496277865 -3.6143526243589026 -3.0796669983485816 +2.1475361445404664 -2.7710441410216347 -4.32502628017046 +-0.6742591279862183 -4.773545626895848 1.1335919725181025 +0.5783788956900404 -1.5553643229803265 -2.750357060377287 +2.8520666323435133 -3.461675267063187 -2.1679457772787267 +0.39347251165226926 -2.9198095849608348 0.5460223918143744 +2.5281918921011015 -3.22756254016119 -3.3276217061812234 +0.9441156161055635 -2.6121148732845727 -1.8523097276593317 +2.2487219009557537 -4.126593277306577 -2.0618754584086645 +-0.9443905769104728 -0.8239358546385267 -0.6395121263981349 +3.1444257301413012 -2.970647995734753 -5.880053802103039 +-1.5678509920208639 -2.9514477707954434 -0.036924697795914146 +3.3664957401532303 -4.358231280495516 -4.580569009958345 +0.23641398467206132 -4.46140542218154 1.4083642434151111 +-1.0093743184389536 1.6426264623703883 -3.986473165023827 +1.69254321252648 -5.766390835849237 -1.2196086969417388 +-1.5309457107316493 1.7015323373981557 -3.5843046209997476 +-0.731746101438924 -5.160544654414132 2.2270010227142887 +3.311853847029232 -4.890909585651885 -2.288351371570254 +3.4818946988842345 -4.477501584697511 -4.460763399996208 +1.8366507625249757 -6.1909944440407205 -1.54821754738373 +0.9496324065032234 -1.5493355040206946 -2.3873996719384643 +2.1940876331223973 -5.278233617542426 -1.4722185271271158 +1.1226674328648267 -2.195785909579296 -3.4904838639035645 +-0.4020108193299031 -3.058243969530005 0.6567609973239271 +-1.4438445202291839 1.2455306207701986 -3.869719414943948 +2.4398177633528633 -5.929312231296905 -1.7248039944777132 +-0.9937907874798557 -1.1503473237347448 -1.1224749174540367 +1.3863487959926004 -1.083007948233404 -5.367429847971053 +-1.8666015949304524 -2.9712588847182975 1.9193320058507755 +-1.5255464636675404 -1.609396454125603 1.8471405485793602 +-2.0272472681574394 -2.0676485927794612 1.204928615085814 +3.4210484859466 -3.865658583005306 -7.847920928163957 +0.6171409021072783 -1.6590298095437706 -2.6118459893767683 +1.724358183747693 -3.978995562798132 -1.2353771787975205 +1.2781564939475398 -4.816732478281241 -4.015268745364738 +2.2380280738977554 -3.1769439037439637 -2.8722468520602837 +-1.4749405449751358 -2.133726270683013 1.2963799562021274 +0.3793145186136181 -0.6536396330826437 0.3258605874941221 +-0.748358511398535 1.6681434635085297 -5.523342454578581 +-0.4016248379765517 0.764373449957227 -4.744847701960272 +-2.0693094825414344 1.4856389695486296 -1.7414424905997765 +2.116436232991804 -2.2888841390541903 -5.011768440676202 +-2.2572082121099086 0.18274016446267088 -0.5960421389292089 +2.120672246781163 -3.7891907768192654 -3.497754122941394 +3.4428512675958376 -3.1406063582930313 -6.194617935917094 +2.1508107077153933 -4.812617886222916 -5.433496085845067 +3.1383647223182423 -4.263872495561394 -2.673562548243354 +-1.7155154512050241 2.1957524466894855 -3.0684750500972253 +0.8028023384805746 -3.3945963772764225 -3.106559430040121 +0.985702394410412 -3.0442180311790015 -2.636124793979508 +-0.9652459955100853 -3.3819567185454233 1.3560703488174142 +2.141942457773805 -2.782188833571403 -4.184866864821402 +2.190079230056455 -6.057507535196303 -3.3256165620187756 +0.32402935954933665 -3.699587977149789 -0.7136821733120909 +-2.349333932046838 1.1798510740166357 -2.0859523031974545 +4.07630524338061 -5.336974829030061 -4.834693917118888 +1.51797821545504 -2.9342951935077 -2.550039868190016 +-1.753157261848601 1.5714809018875144 -1.3291025689347877 +-1.1553765070156456 -1.6511255424959526 1.345747294367056 +-0.6776355785422636 -3.375561121015071 1.5354753864293085 +0.589590247519294 -3.5593290135766606 0.34157382473116693 +1.7212898466179032 -2.2616915000408326 -4.5594585409910495 +-1.5173496467276022 1.5459754914291999 -2.748262591532456 +2.3562777960269394 -5.1469538666391035 -2.910824437045083 +-1.2579150258754312 -2.15031357659162 1.3674250050063879 +-0.781885225953819 -0.3802772636698293 -0.1577801697109014 +-1.7289364126229536 -1.767825034607924 0.8727930411618189 +-0.02892188739714724 1.2470970017720329 -4.39286141904987 +-1.3878674458384521 0.6379176356735952 -1.3475037565386352 +-1.5431213420742933 0.6514233816780695 -4.577383680921983 +-0.8606002103066395 0.7612925110833558 -1.564125930584339 +1.5766670286878706 -1.6963229825183486 -5.959692313417766 +1.0907436494258664 -3.182031311881094 -2.961874917534412 +-0.031103285742749426 -0.9909237775632318 -2.0915863056687636 +0.40038722926416115 -0.4147164672031426 -1.829755237296925 +-2.0035274703607557 1.3652449861403586 -0.6836890240013851 +-1.051198198063575 -3.106160084258914 1.7817233945193012 +-0.5117086919064873 0.4527686391323134 -2.2460861712121947 +3.136501883479117 -5.13479699966949 -3.597966804162471 +2.5814802319280568 -6.2837737940187335 -1.6787387562292584 +-2.945165035664947 1.4477383062393991 -0.6579849018258065 +0.3088232423668034 -3.6218111197405842 -1.7495463522708088 +1.9951303236954372 -2.8978978535180535 -4.656799857839981 +1.848104132118414 -6.093856081659939 -0.6760029165788521 +-0.442378844150192 -4.602612180590094 1.550250176394868 +-0.2114232740200694 -2.704218298050339 0.9350075504703863 +2.0715163539958623 -1.2563427983364786 -3.8850846612902745 +2.096152884757138 -4.772276353703399 -2.300366563012001 +-0.9836284747726428 -0.6466275498767917 -0.05910388371885754 +2.1663289288424217 -2.6171217220258765 -3.1591112101511922 +-1.2227937190278322 1.7763823702912707 -3.6771994724839385 +-1.1584705899062098 -2.506707376285638 1.0284037837022837 +-1.1194655299885727 -4.190491771283736 1.9854624839269 +-2.112148233501213 1.4114968155569503 -1.7118243411041445 +-0.819206542874402 -3.7900991757481264 1.5998043151082768 +2.0332418821835265 -2.949494479534837 -3.291808834020333 +-1.0602725792493735 -4.035761762727048 1.9088951934009533 +-0.6435086332294668 -2.7043977417429517 0.4228248914451247 +1.4981008307001356 -2.9695900651111633 -1.921424901305427 +0.883697673863181 -0.6505748720376117 -2.789005012050997 +0.4496797964298017 -2.4720227072823264 -1.9570345711039931 +-0.44168154099007495 -4.57325897732957 0.6466746577108149 +0.4482338040313113 -4.884481498597127 0.7594591799405477 +-3.4672617867470583 1.001134116047116 -0.28365069181255836 +-0.1777819397330753 -4.952690590153325 0.5577501062006562 +0.2700144603893962 -2.3403973836952288 -2.241106290692655 +-0.5588778018346212 -2.46820951458328 2.0878488705471216 +-0.2584509609783632 -1.6572444513667544 -1.0078452246013159 +-1.7970780417289522 -1.1245752082147529 1.7655442830381314 +2.3330121998813724 -2.7740736354400974 -3.178231833738075 +-2.5404705563451615 3.6232400526940007 -2.6525312065769597 +-1.2929492345667513 1.9665033500296818 -3.7479044372040113 +-0.7481092698644509 0.7753453562725734 -3.698724777048027 +-0.8774383553318577 1.5750222298092165 -4.876622057997785 +-0.3082318788402648 -4.656446613317435 0.7132779666199649 +3.6371073928895123 -4.6584770835558045 -6.718119746397914 +-2.0573306064486214 0.1186174044663722 -0.3636517216402261 +1.6331449120808028 -2.661110380137465 -3.7315243459313616 +-2.103888934302465 0.25574687285793873 0.8100641417498786 +-2.033612893201659 -1.5775504567437517 0.543980598394565 +-1.5759171964546999 1.1895012944283214 -0.806645485576946 +2.5920925732517293 -5.346240746231839 -3.522072256593885 +-0.4204410094471057 1.7364782161532824 -5.599613009600007 +2.369967967687214 -3.219478063591718 -5.473346032517815 +-2.1005664220952203 1.1638535057969508 -3.4059599080491356 +-2.753681426132633 0.2362993999038498 0.219318917175083 +-1.0849662381718888 -2.268321367668975 1.0086115865651777 +2.491269331928012 -4.331115334762866 -4.8980368153912535 +-1.8847951870155557 -3.3424260772597116 1.5329034915673236 +2.5480778697118667 -4.038931963759785 -2.208975927419773 +0.8541829298527719 -1.5741043142873414 -2.057985191100131 +-1.2325504774869358 0.8195807041284204 -1.9329747823683958 +-1.8928662998389973 0.893775461453438 -2.5689574700994746 +-1.133343603181454 -3.320993605902304 2.256182310185471 +-1.871870100297435 -0.016312557463607155 0.02619666207975957 +-0.4124879447480597 -2.158831975675212 -1.7869960215010614 +2.902134731667395 -5.311128122027424 -4.435148303421855 +0.27811040453130176 -1.770940459653987 -1.7093858380112676 +2.996326774112175 -2.9861953917319823 -3.8344881102862938 +-2.134467235546544 -1.093707275977444 0.9967086587785129 +-1.1702768838929452 0.8864313743979761 -3.460330473084261 +-0.4369486573591882 -1.5341380899031662 -1.2508051623376462 +-1.4619513241584763 0.9591640588447496 -2.5791679380438586 +1.3179724200031875 -2.268464902340745 -1.3803773973053493 +1.254938682613188 -2.055775627059671 -4.011032922928701 +-1.3662069357833349 -1.3282864177047071 1.0249352447259088 +-2.3634991746894505 2.985492903123281 -1.2760471676499416 +2.6708788815061597 -3.399635136839764 -2.5418246273554415 +-2.18342741268849 -4.401899169087831 1.79951569664637 +-2.381393269478946 1.3801253564921243 -1.497279502121209 +-2.2902595365160847 2.5801699080795437 -2.8070904257753293 +-2.7898596373174676 3.4531855987887465 -2.1999165712883944 +-1.6267051475450214 -3.0377904385885026 2.695455307438713 +0.7387539582877222 -3.3767545205780336 -0.7013770313607626 +2.055821491258544 -3.0723827426296717 -3.802636037186956 +2.0840441981777773 -3.5211615693833487 -3.35516439519868 +-2.213822298894835 1.3735679174171989 -2.3234223566985404 +-0.9534080505209729 -3.1208310024399366 1.4307443672447646 +-0.9534388770649522 2.399464005164629 -4.425228253746848 +0.7338121694996298 -4.825992752378322 -2.690099210344892 +1.6395053758534892 -3.2578288855019935 -4.454144631984448 +2.7637175316865012 -5.441241248741165 -5.111255601489497 +1.8896887189687273 -4.483132780856447 -2.268251981904134 +-1.3994959665163997 2.255367548106095 -3.6370660602920295 +-0.5312782824953229 -2.6528975061235007 0.5322507433862844 +0.4379649765908823 -3.790666998628983 0.14287407192008367 +-1.3354618430306238 -2.4773618562644497 1.1702014562444591 +1.7488925157813613 -2.208072737401233 -5.453453007250394 +-1.4801424893328219 -4.042516760175331 2.4366243280901934 +-0.8277063071980397 -2.809537356053377 1.228316304511834 +2.679169864752179 -3.0539256400512107 -2.9976975068699208 +1.305969155604373 1.7816338785235561 -8.188758380056111 +-2.814842020883475 1.2941639793371849 -1.6736005334080053 +1.6650005525116132 -2.3369318617050867 -4.466824356651683 +-0.011061804853701965 -0.6374996524394438 -3.10792579543159 +2.452671690829343 -3.5072151502420055 -3.9129594477192455 +3.4824213276151985 -3.377459058620389 -5.853495571752916 +1.2026233589511826 -2.5802849022161642 -2.37758912897829 +0.8885173553230981 -3.202755535303864 -1.0558689082315915 +3.159745597927765 -4.82617677320948 -6.296571224366823 +-1.3994959665163997 2.255367548106095 -3.6370660602920295 +-1.0153960933877118 2.026196168504877 -5.547275383446882 +-2.6581266022925605 0.8356010020839924 -0.06899771931387791 +2.2186949878428197 -4.255612336456594 -3.853106753466504 +-0.39742500202913517 0.2719070868375818 -6.978502034697125 +2.575408547963343 -5.436410366113971 -3.700639962018592 +1.278645847175434 -1.8354721942495658 -3.1762989139476763 +3.6065011475213273 -5.36941316035295 -4.11319593637195 +-0.05168944268417343 -3.425233365391803 1.6805544301117765 +1.0295792604477558 -3.39381850849015 -1.8045987985872767 +-0.6804561835534808 -0.742012426407153 -0.6099626924514031 +-0.9980100941116767 -2.0098576031911133 0.907116485988549 +-1.8129991163326857 1.7201967667456086 -0.6683913853681477 +3.1888993427019106 -3.960525697561894 -4.197751940422408 +-1.6296899380537784 1.6397841609953787 -3.722617603949202 +-1.34024263016731 -0.2180838602572204 -1.2984769543442773 +-0.09044838427339705 0.7460760332542236 -5.5898703077219505 +-1.3163922227249527 0.6867835706801508 -3.436467737906862 +-1.5028636229942116 -2.5021333328476487 1.93813109916973 +-2.63870543566358 -1.7896297227405449 1.1261248322290913 +-1.1145710824926758 0.8165200866172129 -4.224698302602497 +-0.1523597268607939 -4.919613653810747 1.0588985987228736 +-0.5879638476369241 -4.575938657103571 1.0718157267545985 +3.613977696639154 -4.533145944104428 -5.185780593190937 +-1.241063663135251 -3.197687637320822 1.1671786090011698 +2.5484530734421385 -3.1033973418619833 -3.5164332247777734 +2.926164819189666 -3.790517894703669 -4.4639020146472355 +-1.5609648126903544 1.1140517747865315 -2.357600127882631 +-2.4498087358302265 -0.13208445217195425 0.603995675709348 +2.964151718744157 -5.473152669554635 -3.31942798155144 +-1.3564733346391453 -1.7025935057791899 1.424199232814058 +-1.2036934465471942 1.51613854560928 -5.15783561686192 +-0.8726406064438228 1.0458482003432243 -3.7993897908955248 +-1.740574034136544 1.9296067043656642 -2.7819322517536946 +1.2855368454160456 -1.2031127033176379 -5.594510780588703 +-1.5958084075102943 -1.6578622532475158 1.6094230920040626 +-1.12534470989944 0.8340314173391867 -3.470208613300819 +-0.8116152607541296 -2.6234154525813738 2.1163017682670526 +-2.5686330442569685 1.2988864717713866 -2.0143046246126817 +0.21304409019603548 -1.8537078580322397 -3.007745547649471 +3.0964668885326017 -2.9089315679320844 -3.173497207485981 +0.369901556915913 -1.5216851208126425 -2.376338404943769 +3.6871064113114143 -5.245170971040852 -5.3957495990159865 +-0.7193373006798828 -3.662849019275167 1.4807306645194787 +-2.1237109029782055 0.7369781884608306 -0.20589605819240106 +-2.8506005698095462 1.764288428591003 -1.668381871106631 +3.644648605798203 -5.726549203512135 -3.301563932397647 +2.3639241394923176 -2.274253311843811 -3.446327222494771 +1.948541566772019 -4.008086004457337 -1.9588811685540266 +1.2288706793588042 -4.149359301116126 0.373277834674957 +-1.208937772839059 -1.3286242047871222 -2.1447370913230426 +0.07024338957730412 -3.5449575560704014 0.5062622148286807 +-1.6929297394463758 1.4549311910957836 -0.5750404349145228 +1.6381950356717683 -3.500368699099436 -0.9351772866381157 +-1.4982580387878792 1.1329325476735432 -2.489324643650658 +-0.37361704642943017 -1.2305809987732301 -0.4047509021181314 +1.4905427783410123 -2.5329695656594575 -2.453719331440688 +-0.2482873274649033 -4.348466323893886 2.2465422767684977 +1.5666746851178297 -3.5105298107103633 -5.31205948087759 +0.07281588493920621 -5.3352989952593495 1.1210207566962564 +-0.6864919717629018 -0.21156441911196083 -3.660454476415884 +-2.093981808893491 0.6462772680294087 -0.9128172228169316 +0.03076275312167223 0.47997312926580943 -4.982751291978798 +2.2221929650700956 -2.0949376659285144 -3.7130787139830677 +2.37159477451972 -3.5622891641917147 -4.79617615587931 +-1.5858948770783785 1.5466318120682307 -4.456947761972268 +2.3546962051508977 -5.191720790917534 -3.2097742622925893 +2.0494048427755662 -4.720212559762424 -3.126994225741768 +-0.8948542368390688 -3.0055235447069353 1.623474816499082 +2.951597292111264 -3.069041717582071 -6.1018826221830755 +0.9441156161055635 -2.6121148732845727 -1.8523097276593317 +-1.0175632603362934 -3.8992457708533363 1.5668865219922474 +1.5451201280995546 -4.625060158481644 -3.494784047207345 +1.023317690317286 0.12702327772932825 -3.634855717196831 +-0.6713807343771632 -2.2642434071370596 1.4287829051469156 +2.822487619069604 -5.2415590833312145 -2.973264920070237 +-1.6219717841698622 -2.4565704964869086 1.7546733236378733 +-0.8388293641517695 0.47410523218003203 -0.5707466542373497 +1.3173340927855002 -5.275066359659957 -0.5685992883559413 +-1.7227145372659094 1.0120902336209763 -3.3635767251803608 +0.6743289957067342 -3.804157156545144 -1.0217214581933562 +1.407823530696382 -4.270521046978583 -2.6751081329922086 +0.9302604093364473 -1.0462109108498088 -1.032908759898785 +3.4294890603907016 -1.3746843654459708 -6.660253713306771 +0.3857488421515745 -2.974058642793157 -1.0191413167632692 +1.1806557647802804 -4.574204802457659 -2.295697335284426 +-3.1187774711811675 0.8469527603782107 0.41852555596624214 +-0.8908207833934327 1.7208794219240002 -3.7292747319225037 +-1.679340437536877 -2.431873723021433 1.7359900791107423 +1.971108354043774 -3.9767060415457185 -4.7469468588408725 +-1.1499232580287557 -3.0657939445679103 2.1230298349444707 +-0.6420551764186928 0.8202038084247557 -2.5593768880537837 +-0.5062724059389597 0.08139239148881572 -3.5838193525724447 +0.6261444698253935 -0.8392394417269532 -4.216212753898459 +2.046214210386684 -2.571207491260317 -4.064197138488026 +-1.9256782614338237 -2.270781016087023 0.6393755219973625 +2.4384580284367114 -5.162068238804586 -2.502968195846068 +-1.7426379163452295 0.6356059768101938 -2.6703646764582603 +-0.3497439015465359 -4.704786576134929 3.732944172827985 +-0.8147189464309433 -2.1819070536224308 0.5727800804475747 +1.1850700259202631 -2.898788755516028 -3.0543518187088146 +-0.17494173983351222 0.5595251856224224 -5.188277112900605 +1.9487221305649014 -2.899069655155344 -4.123482151828465 +-1.1694168691848714 1.874209089529738 -1.9851714358227208 +-0.32171048951424364 0.6866415810407065 -5.753659020209301 +1.8476316972717906 -1.655338871003494 -4.507327468258895 +1.982926073321842 -2.161269333626631 -4.984804814224095 +1.2975174524210595 -2.464301676523658 -3.0345985184502777 +0.8066872258966301 -3.3772592039938125 0.2380605880835527 +-1.2908996076957284 0.906955359028506 -2.1156471676198856 +0.47940515746672197 -4.496678645831543 1.0727339265652711 +2.4747705148089296 -3.3332166140507917 -3.6875270033794 +2.623627776607683 -1.0200370197418507 -4.540271962739119 +2.134960507842704 -1.3341213657051416 -5.530630630264878 +1.6354827632203797 -1.8114194303135278 -4.4748428680256 +1.8715630427794097 -3.6894800172463755 -3.9281718120880367 +-1.5678509920208639 -2.9514477707954434 -0.036924697795914146 +3.498605032626878 -2.194546255904511 -7.900566138264595 +2.602690840120659 -2.432394446754123 -3.791037878124471 +-1.8413435972032355 -1.0467115092211765 0.9587687432201679 +2.783740792313177 -3.1199794934910567 -6.52432041416274 +-1.1633508493876206 -1.8405862106151532 0.987720233067226 +-0.6420633655857577 -5.785500080267335 2.0791041774873094 +1.1732817755101832 -3.494997349215868 -1.2720915546321645 +0.5998550393721035 -2.613780113046166 -0.10551706106358906 +-2.1508556378181947 0.21487196805773118 -1.3424179065135782 +-1.5469760585807013 2.351167622642747 -4.228759502264217 +-0.6311018126581848 0.9164844750296487 -3.0821134164076174 +0.7304472821956861 -3.4592789785222253 0.14214533850569283 +1.530495857805786 -1.16951460021568 -2.3102512882688213 +-2.3329760700032236 0.12080441728244165 -0.5434598464831505 +-1.0309904816706896 -0.3892877350353974 0.6050619770975603 +1.7359933024527825 -2.1134900848161515 -5.159295829071214 +1.8726921984022569 -0.9317170251820348 -4.101468205147696 +-1.02602768390852 1.4476404682097213 -4.172857546155653 +1.3064430104795797 -2.926617475132918 -1.6759422266726216 +-1.1999781768408198 1.256740672422245 -2.642910175042159 +-1.9470036440765222 -2.337688434596508 1.6630959572832948 +-1.0021092276823074 0.26618648397686584 -2.960603278686106 +0.6067152662904439 -3.3972120831071724 -1.7944544139251626 +-0.036577080479843774 -1.0922190185666432 -2.4863849342456508 +-1.0538008445031384 1.548037597143718 -3.8085405244467054 +3.255401714629026 -4.64847883082177 -5.096953652371582 +1.7602541566322807 -2.751532932485104 -3.743710893291711 +-0.6668205559642099 -3.6169563624847463 1.2016629818986349 +-1.0069079048070904 -2.492372084015017 1.4206061998048836 +2.876131375537528 -3.614009956808589 -5.734701982519605 +3.717919427455157 -5.217148048076924 -3.4241105486833847 +0.9402387447510667 -1.0945506820097755 -4.031633217057248 +1.2731874865951829 -1.7472614245401479 -3.0728559473423425 +0.537425912133189 0.8040424072255092 -5.1789716750048544 +-0.3911739191973307 1.1407374660563085 -3.8135486842286435 +-0.7852114361165463 1.2253763065911347 -4.460061137280299 +2.961088480842295 -6.229429000411841 -2.951054723829592 +-2.340388585601532 2.13354784354471 -2.1789283964034367 +-1.5972649355368924 2.2641892542624977 -4.246812348248118 +0.35437278415786067 -1.1738491782617144 -1.0168096183729183 +0.0907286575781756 -2.4492561725204176 -3.7507556615665916 +-2.8835326940199772 0.17100590576453426 0.9215623985944155 +2.564178333175554 -3.6880435723599847 -3.007820907655735 +-1.7864404907762954 1.7755288692336542 -4.393870232663767 +-2.2221636934765354 1.9471013221882527 -2.620934738305362 +2.80412778269975 -3.2887709626014265 -4.169508484014749 +-0.9650951293495659 -2.7206706098443023 2.7099913932756854 +1.6268358671389953 -2.450633261537932 -2.9812916789295345 +0.007889003625647109 -1.8989588985140202 -0.6029378727522314 +-1.120149066322373 1.8593481659727717 -2.0670514233444957 +-0.7769909516368437 -5.129355471155223 2.8212005723784737 +0.4954234197145234 -2.275339280742228 -0.8181678793437777 +-0.4177246622367252 -4.587615700523706 1.798800374124301 +3.4779191219938026 -4.8458458455277444 -3.6043525042091598 +-1.238022563219599 0.4668154543622929 -0.5748820189165194 +1.6045239366631383 -2.294339534459825 -4.345188028968734 +2.186744582080415 -3.08520860019688 -5.602449587825111 +-0.42055631064227506 0.6252720811827085 -5.395588356873039 +1.7573817068402147 -2.5954817972431043 -2.6277852514959874 +3.8599034806546393 -4.347470881942725 -4.393600039950905 +1.971251452628567 -3.374923855233298 -4.088544524204664 +1.8494643911648936 -1.0646193459268054 -5.755629630621097 +1.4603267600089949 -1.3069881124855895 -4.953860005722362 +1.0861818060482837 -0.7883676846516245 -2.192302088445847 +-0.5142386338406563 -4.326546943674507 -0.2116444088245775 +-1.3114674849877186 0.8583943848931566 -2.3507955628180546 +-1.8337578145381686 -3.743418820160779 0.809428138033366 +-0.1356886765162403 0.3149220091760725 -6.548953044734733 +-0.10425318564772434 0.4473929373003705 -2.9007376638993385 +-1.1474218238495624 -0.04797894995641347 -2.0069339311241112 +-0.8546214085883369 -4.530216250549609 2.3649892873464196 +-2.1717965856729413 1.7313551556194582 -2.3895632311334034 +2.466759869490678 -3.2641854915607977 -4.830493681251935 +-1.8087008358377987 0.17356117961395506 -2.201720590461257 +-1.6720755868324553 -3.673592631089784 1.9528730839317605 +2.3833563924809895 -4.719203640503728 -2.547802913038187 +1.4058762937818556 -0.8980018249865473 -2.9508696400735706 +1.0504743304393893 -1.9050183484771406 -4.76418170913269 +0.7026812277239403 -1.1809264680637594 -5.9076688433049 +1.961023533990111 -2.8152737701586776 -4.471335203682304 +1.5299538200881495 -1.1478398438290782 -4.320719094454839 +-2.478291345558939 2.0523243697700613 -1.6890904831565876 +-1.4864515753506482 0.5890015078284064 -1.0137076885470382 +-2.2591753348812054 -2.006068124783182 0.47851749145120154 +-0.46711006211001427 -2.3001434900984856 0.24546266381579843 +0.38506330607163053 -1.9750218048726178 -4.073141242416126 +-1.6226274061900223 -0.8990157877034701 1.7474319027841045 +2.1689034308436357 -3.373727951420325 -3.3608398657841994 +0.04383799707318202 -2.284916129027239 -1.0359217413811326 +-0.9285592558458182 -0.21298083574793783 -1.5826633324738788 +-2.6961926117535655 0.9668037075259789 -1.239545061967892 +-1.636255206923736 1.1446042029437078 -2.5767024692939047 +-1.38320464272479 -2.358824921321193 1.934725807364622 +-1.0058828813790084 -3.7172203859170683 1.8637198825723384 +2.0545016488246057 -4.0616592781653065 -2.1955965820571084 +-0.21274199549963208 -3.7240657793393015 -1.78187384187328 +2.5878345599093464 -4.009888554417571 -1.3281644182065615 +-0.6351889205443043 -2.5575236022517838 1.6526747363041836 +2.7262676678900606 -2.993260363733973 -4.2157068346587545 +2.8759120280611787 -4.107256039949634 -3.2587179638299255 +-1.0378602859549486 -2.447560945912553 2.002725685842304 +0.06467955487839055 -3.28582848455095 0.997161290623772 +1.9178216824714451 -4.073613647240509 -5.087123687418872 +-1.0538008445031384 1.548037597143718 -3.8085405244467054 +-1.8519747987145816 1.231346710135803 -1.8012898098810552 +-1.5716529309389482 -4.450560517031069 1.774295192468232 +-2.8796503704645375 1.5905580478926364 -0.32031808915910326 +2.561408517253741 -2.6734636473468343 -5.384260133858707 +-2.794406408743978 1.0533779593681976 -1.031052946588448 +2.5769258587050388 -4.769554574251766 -3.672763936750536 +-0.03768015296899943 -5.091031915198696 1.8724508745721082 +-0.26557422159608224 -3.147974985667284 1.787783767517734 +-0.7532594224205528 -2.2835932725649633 1.5634663182753317 +1.061407979206056 0.00529962613432583 -5.823135981727129 +-1.1722516255764077 1.2904796802718146 -3.8935372501825225 +-1.1234320217650133 -0.9516938577269944 -0.6962928630217369 +-0.3651135435957933 1.549330384441975 -3.9948400381697495 +-1.054819207409733 1.2160257785740674 -3.155298844555333 +-1.2369299743071362 -3.8820446830219684 1.4703226629058646 +4.0285755358036 -5.261476294805039 -3.1002867134893854 +2.298705535205595 -2.3615213883307544 -5.840751380252497 +-1.9530841399503946 1.8787677031103578 -2.670512243516733 +-2.1581755386929555 1.1357224224313676 -2.212687951288303 +-1.1242197575081554 -2.213532933327937 1.631853874291997 +-2.0051457899439487 1.0260357602746604 -2.3073121125654024 +-1.0058828813790084 -3.7172203859170683 1.8637198825723384 +-2.1817804716683438 2.2739717035111 -3.0767809202252376 +2.5196318558826185 -2.6949687957087343 -4.548208261476508 +-1.9333756466910952 1.196304456371184 -2.1654694378452075 +0.4701963734144038 -1.2663093799982788 -3.193674776582223 +2.2037371071546867 -2.8800777797324955 -5.150988687806963 +-1.6118233552219225 1.516892235649025 -4.763615613702641 +1.219015940526271 -3.9115843703979083 -3.4806278618333897 +-1.1637975066321495 -4.85608399870923 1.5753771847463118 +-0.12984831628654592 -3.086062980566656 1.924538523117308 +3.612695753684999 -3.521069707470749 -3.5263131838265718 +4.035257160536572 -4.978719684773698 -5.777199735042672 +3.5960399745485363 -4.615271905861767 -3.551705121091792 +1.6108013141396411 -3.913939915996795 -1.470388176103141 +-0.7993392581233738 -3.44051216872488 0.8130408207405283 +-2.4441039396348825 0.9131388104528637 -0.31652538235158845 +-2.503258019588338 1.7741514363459576 -2.6975746555796922 +-0.23568096051517792 0.5837952249479192 -6.147658817090351 +-1.0969539661688772 -3.6104285889865677 1.923987401168473 +2.360453143792803 -2.2268808520109595 -4.989259128131213 +1.2573118150166391 -4.164466332593565 -1.7331140633828557 +-1.0303617602488704 1.5162257455347457 -4.369671881335733 +1.314213971537747 -1.1529490444723278 -5.579328567086854 +-0.9335109374900029 -4.508669927932378 0.9110817974422304 +2.111794841494718 -4.077962613921061 -4.930114644498274 +-1.792726701516532 -3.9843324888231333 1.836904045951374 +-1.7127043249370082 2.084560274822217 -2.665470659631354 +1.3582381516203164 -5.480856702894633 -1.1431594471644835 +-0.4868049890647226 -0.5258001862269723 -2.430192712614364 +1.4852969643188374 -2.289899925977655 -4.561020565767998 +1.2251840441637103 -1.3704070204268655 -5.8429357208238955 +1.6457734738123861 -1.5282872386286634 -2.339665825977077 +2.254484750384425 -3.1972793938871087 -3.1371843333591807 +-1.1524277078149132 -0.27645244572827693 -1.1229775926377665 +1.5681218963996963 -3.36182652019611 -2.5090054210850186 +2.7044614169375913 -1.8623896267838702 -5.335930065268149 +-0.9556206006936871 -3.3942156110741464 2.126139905471037 +-2.3692702831267103 2.649277017758702 -0.7725213094710022 +-1.4350990498102592 -2.3151925767283306 0.7259543713593798 +1.679757881244037 -1.6748751858453887 -3.562183441935128 +2.859246868124357 -3.18030525533866 -5.294965700444174 +1.2530204375747263 -3.0359955219684203 -3.0609789971715227 +0.46307822008652455 -2.3405506516528325 -4.607611136831243 +1.1732661525293016 -0.15355022910937166 -7.0418725468194 +1.784781622794332 -2.1083735312983882 -4.229629167372864 +0.43817864487673786 -3.6106518268609014 1.720668129035263 +-0.7607301699286507 1.570215827779531 -4.516906152254516 +2.1098621821674888 -2.1511628036985475 -4.186080026990216 +-1.5354374963930446 1.090335675758511 -3.115822076107167 +-0.5402761404417463 -0.09046441360144392 -3.533615594851707 +3.2611294467174092 -4.8271179096537296 -5.045438652385909 +-2.6836465593159198 -0.5057955292605638 0.8367948837675468 +0.9005598360990528 -2.6878546112461157 -3.3128545573292283 +1.0127177999759893 -1.8493707471798084 -2.539065130525325 +-1.13944149026545 -4.2225514651031695 1.9665331191578745 +1.7979363182077814 -3.0168503681994125 -2.873707469338152 +-2.4758421204079726 -0.49157748661527934 0.6763769878903931 +-0.7706070828255033 -2.884619775409183 1.162385432424592 +2.854937858118983 -4.877823992105681 -2.7413410800985356 +2.2272552116552555 -2.749101596337865 -2.9783245755627408 +2.15450488109526 -3.825697365838041 -3.792084487103688 +-1.0360084271378076 0.6902384654952847 -1.31776716578872 +2.164078751693252 -1.3679715098527732 -4.648050402730858 +-0.9055938207173285 0.17305201634667894 -1.9314071105680304 +0.666346775895959 -3.2143571805363105 -2.398377830293709 +0.4655291729517155 -2.8375345355065336 -1.9130242764948304 +-1.040942787383378 1.0157820525900327 -4.359525071403308 +0.39720123167315435 -0.1533223417560123 -5.99448252158947 +3.114913824353945 -3.743021604069295 -3.538688645459499 +-0.2819835882056752 0.377494385079869 -3.075526378489935 +-1.0461341546433394 -3.4479797427127967 1.71121253587305 +-1.0090013236228137 2.268821005157541 -4.515688043939749 +0.0697673743010593 -1.3269843328630977 -1.1996069031274634 +1.9701486218605908 -4.692784701542478 -2.373499651302539 +-1.5954483708275686 1.5607523015960798 -3.560133900063264 +-1.716034691139022 -1.9916518895851052 0.6953429597925631 +0.561100469613009 -3.1172355552090254 -1.673597130871493 +-2.3085631294163256 1.4835565498576861 -0.678623366094828 +0.28441920266427134 1.194826072629482 -5.072249116126628 +1.9315463160971889 -0.49295041780083904 -6.608987359779477 +-1.1803485536919898 -1.2493300445853162 0.1334313209468807 +0.2307930399479543 -2.7515745832602967 0.6870750012935128 +-1.7130237419415386 0.3918358568177763 -0.3126754634411381 +2.762811094727835 -3.5946767782304554 -3.179821151518866 +1.048101128946333 -4.119340782987688 -2.494356891199617 +-1.3241981485262098 2.064031237028181 -3.689049619810586 +-2.308346428600851 1.9082369624070044 -1.8056028682879333 +0.8965202231016655 -2.649038842219485 -1.6403723041240728 +-1.2555344137978113 -4.340410312593546 2.9446936173204166 +-0.11699008436716095 -1.3364547881533484 -1.4742887059126506 +-1.4196933260395423 -0.3057973404295342 0.21102230452132442 +-1.9409691823493507 0.03128764692551769 1.1312267046646438 +2.371329784935559 -3.8222991073040427 -3.293564663519821 +-3.0951509400352797 1.7700871722160343 -1.3616864843587893 +3.692938289054717 -5.057473822034747 -5.082265945085998 +3.2272900122996426 -6.447265007166342 -5.067698130596236 +3.1709568855519827 -2.3627609030752867 -5.2643911456210875 +-1.16757620265107 -2.0361253700877997 1.2836787516096244 +-0.6388813847423451 -0.42110226173262166 -0.9694183972448546 +-1.9965793494112798 1.5639248113189974 -1.578589206154013 diff --git a/src/test/resources/regression/dna.scale/predictions_L1R_L2LOSS_SVC_bias_1 b/src/test/resources/regression/dna.scale/predictions_L1R_L2LOSS_SVC_bias_1 new file mode 100644 index 0000000..f31a040 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L1R_L2LOSS_SVC_bias_1 @@ -0,0 +1,1186 @@ +2.973793113687849 -3.2527310398493676 -5.656397875722706 +-0.9823524622241064 -4.079768511000002 1.495499047003031 +0.04730842242111813 -3.2911431836333795 1.492491337100256 +1.5740063625707723 -2.8961643568959765 -5.039962726142351 +2.4361677890236475 -3.069748272828624 -4.59988543653084 +-1.9280589805319603 1.4449176313506893 -1.7544690411505734 +2.0809864364387725 -5.128999870053201 -2.919299424729659 +-2.116004246918619 -1.0740465398649641 1.6284642566043723 +0.7699284064705751 -0.9850856526023306 -2.8910312377886784 +-0.8695444978475166 -0.027348657695567935 -2.097616468317035 +-0.18702600850094409 -6.334006239721034 2.1992477653914713 +2.0510923068654123 -2.713396851470101 -3.8670889114523623 +1.7273903513870745 -3.1257412987444333 -2.8728605776994134 +4.260146232760589 -6.340552382551335 -5.211223793322958 +-1.5147533154754125 1.841458243193153 -5.578179378174652 +3.9348711511071413 -6.153830439482705 -4.231639934722934 +-0.9492390907699562 0.07777960996704186 -1.1721404605217922 +1.7087722506756795 -4.251384195173909 -3.471999615128698 +0.15314004588575697 -1.4352210169074906 -0.7787555210631155 +-1.7177396314918811 -1.8630802193969194 1.2585805917013133 +-1.0085158601429576 -2.6473610232688913 2.298803340994014 +3.5745185153993138 -3.9814536125425137 -5.470580431924047 +-0.8062739687498609 -0.5352470120934097 0.3077726074272379 +-2.7789649381933383 0.04611898675019244 1.7293662702536665 +2.1063861611020016 -5.061239515188088 -3.7741815928467948 +3.1003878497433925 -4.34683570269717 -2.531764946653651 +1.8066346511832576 -2.2189778232015462 -3.957606396647158 +-1.4683017220229821 -3.209607949436378 1.867476108684405 +1.7250382236492916 -4.548620075180396 -2.2485163359741116 +3.1347071299092146 -3.7209270607621523 -5.8677655867226965 +2.0495921495507026 -3.6923283399107296 -1.6579404876002355 +-2.0983900865425085 0.36970793563474696 -0.3778852344230889 +0.6285289562541193 -3.842943476282654 -0.8297988115167884 +-1.9705293478031811 -4.757715734898794 2.398208625222404 +-1.6257561335746542 0.9324450169047227 -3.343709000965355 +2.7809575158479705 -5.4178862702392125 -2.1990980519654855 +1.9314541359668058 -5.731217075419707 -1.1725983596613516 +0.4382198153618207 -0.5109202084224812 -3.330396181914986 +1.439409828895598 -4.599575742357347 -2.2267418060430497 +2.6415382781479613 -2.432933141316465 -4.814824674937268 +0.11938008645780379 1.2486119389065782 -6.382616443221615 +-0.24599779273739536 -2.699578340790945 -2.538034922897659 +-0.5759806714079694 -3.1802713537667104 1.1806250849604136 +-2.154744643555204 1.7577721723575572 -3.4247038912360908 +-1.9147371637620907 0.38232101174972605 -2.056257274841832 +-1.8986798538787983 -0.6696149574346439 0.4862679516542878 +-1.0082241605710456 1.5082208275706417 -3.9226417495744914 +-2.61744605617723 -0.6204394585187436 1.8745162335260406 +0.8542686361824235 -1.4189291120257128 -3.32561874263031 +-2.9987721697263163 -3.1920719114973 1.255063735689805 +-3.099239011747036 2.499574351910727 -1.2722155922102392 +-0.19285149131146756 1.1865888281066919 -7.0453586692434165 +1.3416356813971748 -4.440798675974301 0.06934512995219426 +2.0065707557008827 -1.9294876566763552 -5.08487660704603 +-1.5753046388123266 1.2830149581144557 -1.2742071574833007 +-0.9104546021724027 1.1471313179551432 -2.7711639550879332 +1.8045609220006453 -4.458479762751276 -2.427695519135443 +1.706410403639252 -2.991660549326005 -2.4086727048847982 +2.3696562944351776 -4.165516894578943 -2.769203332558483 +-0.24357909302072667 -4.553014462057995 0.8649896757865183 +-0.36377780903616835 -0.03487972438841097 -3.4789491261863783 +2.785334944358733 -3.5407888418027778 -4.017803842403367 +2.196709126718657 -2.3665457067311744 -4.1263001093950855 +0.4497379152733829 -2.901347200166332 0.3440226357294744 +-2.0169545170637733 -1.6015887839992984 1.3022057969154512 +2.2177101347873807 -4.519151733700703 -2.6225942861453384 +1.3804527697295086 -1.321147766095422 -3.3523932492582795 +0.38961090712959895 -2.831945958822679 -1.6412911484944357 +-2.1931233222648467 1.651209018784868 -2.9773922194281726 +-0.26505200927728295 0.3836013972660048 -3.538177181040946 +2.3300032481115966 -3.739637669534935 -4.5634826836371625 +1.4643012093074097 -2.5353313792217596 -3.2002949014369158 +1.8821651610135102 -3.9495095557402773 -1.779362951284485 +1.2223317166207817 -2.2632349785580637 -1.2708442950662833 +4.108225928991866 -5.24477896237546 -3.407922432410984 +-2.5042132313568244 1.8919435715932047 -1.4218519566794676 +1.056782302015638 -0.7802573008062992 -3.5446933438557466 +-1.0207491504476083 -1.7774323253914406 0.597580536198689 +-1.8466830220005945 1.3574764774143202 -1.256331562496565 +-0.6267673216231824 2.7606586651054803 -6.073381864697222 +-0.6847086772288544 -1.6818866851832317 0.5403888608818515 +1.7468581753645884 -3.816033634381463 -2.4683065402084514 +1.0750555331723806 -3.0408640816331873 -3.5693556545633345 +-3.1511632227913378 -2.6173766686536792 1.306053546747683 +1.02357431271921 -5.454833518749685 -2.8371432495868123 +2.549760086479763 -4.159483817636622 -4.77511512567628 +-2.9797775787059546 1.7964525783188914 -0.997152852587738 +-1.647047472857071 -1.2620146695452183 1.1137641084502832 +1.7747502112829492 -2.8565719372899188 -4.0337346549598205 +-0.4743969386879321 0.2512631972537264 -2.3908389859010817 +-1.4304220243767258 -3.9780443297016053 2.4333434582133 +0.41286514969168997 -4.540114583358849 0.454372944720065 +-0.23045733693965498 -0.5031361544322934 -2.9098255259303984 +1.172034208019951 -1.6312099920420866 -3.8275470571854213 +1.6422708787940496 -2.368342974851098 -4.78789644135068 +-0.6928806388320982 2.292517434885631 -4.942891887685674 +0.6624505568452181 -3.3395323540927233 -1.2933290599756095 +2.6845805718479196 -3.5180497847967236 -4.779467857602508 +-0.5809999433095925 -3.4345812473692616 0.8547030181967386 +-2.2596017288073655 0.5672037455240739 -0.9079381152270324 +3.132915444409469 -2.653570271124221 -4.227937861591166 +-0.2387813355333508 -4.740453473496206 1.5832348926223463 +0.47945460155682784 -3.285799982622672 -1.1837603852556904 +1.1871335551664397 -3.956588875221542 -1.0792735075778879 +-0.8620093924396317 1.924966446512987 -6.13576492021488 +-0.40046601240817326 1.0914982022327542 -4.838745058296208 +-1.2733459228970065 1.0274990641970438 -2.05361450398943 +-1.6203187856133028 -2.5023493627921067 1.684208962659304 +3.1728619669901175 -3.4419064787321427 -3.6579550711232596 +-0.8545206068464346 -2.3746960383602542 0.8722170009120108 +0.8417717307695751 -3.5060704888882666 0.6420299216689511 +-2.1408982497918236 2.5302331356715517 -3.6093069011231345 +2.811477425511675 -4.602801819823333 -3.7630168789490552 +1.3444169615985722 -3.898842105522151 -1.0860647874684985 +-0.6459524228440363 1.0159858907696286 -2.361041632099548 +0.03187708313086836 -4.105543947102955 -0.8409826812667442 +0.09347185290534159 -2.21695690269703 -1.1330284383257063 +-2.386485216488609 -0.6997891491715214 1.0994771611014003 +1.6194232823861945 -3.980381210829783 -1.3300312104905 +0.27277765175641255 -2.0350094594289496 -3.1062997080583097 +-2.597699244743289 0.4376892222309076 -1.4322151460730639 +-0.9721991915674948 -2.9318345452795023 1.3173320109909574 +-2.1833923710197487 2.573831239517174 -3.4287310408477882 +-0.8281177547163008 -4.885559120292643 1.6812636791630233 +-3.1539958576194147 1.782598874813356 0.06114973837276161 +-1.8343157249635482 -1.1024527950752134 0.9322802395733052 +-0.16257590784272802 -4.6327815134005075 0.16971946436107777 +-2.4339074498460347 -0.3446573673250209 1.5339029935641486 +-1.2830598588637299 -2.177401643215539 1.0080332286368447 +-2.012118089878526 2.749869450379504 -3.8932607269740944 +0.5714157710288259 -5.34811574382776 -0.4069134235618474 +2.4910721080612053 -3.534004065570907 -3.9838588613231707 +-0.19265720641931372 -2.2596927135826186 -0.41901399004981277 +-1.0117641937703536 -2.820330495265646 1.0882479845336595 +-0.5122035924858005 0.5690285030817974 -3.814452610808199 +-1.3692756756663287 -2.5603120250194107 0.6262834794379984 +2.0371279440054684 -4.529956654272817 -2.2863485534675303 +0.8537159034574342 -3.319649144264683 -1.2117702649578483 +2.3518144127623337 -1.632823467512659 -5.081984871313379 +0.8996649753609771 -3.8919959606190795 -2.52013885644082 +-1.862136679173491 -1.4758689850103934 0.8663410962340792 +0.30887729390498536 -2.078817509810668 -0.7167695013698538 +-2.0157097493839995 -2.7623391687267675 1.9264134887617703 +3.873094145643581 -5.62471457887776 -1.5668707146178298 +-0.9815250665588082 1.3797340254467283 -4.161257254540285 +-2.0805396362309008 1.8940617255605208 -1.76546853483897 +-2.6335585816581153 1.8990513490622751 -1.8649069377743503 +2.9459256784083596 -4.697848380206657 -4.063251801565954 +-0.3985287195421102 0.5282149565335401 -3.909467155437008 +-0.7878676520907846 -0.8581151729984906 -0.5196284516296292 +1.9316380765724517 -3.5638292326358254 -6.2763142829098335 +-1.4514597224553458 1.27865137614509 -2.7168055072400796 +2.2245182070258913 -3.2778400208779686 -5.157276795493303 +-0.7788559198976714 -2.052674106314686 -1.0428778222998352 +-1.3114822491180522 1.5391228292353412 -1.5489187975463796 +1.9110885510511177 -4.694645966508412 -1.5285070105242857 +-1.638937265018898 -1.2876909524192557 1.0965894994821654 +-0.46593814438350967 0.30469525149511173 -3.155889768145505 +1.1218363786963315 -1.3754777417093933 -3.606363039234747 +-0.3555022450200506 -4.2794756273979235 2.2441813149945995 +-0.4835284666358536 1.8375866373524294 -6.483972939069665 +-1.31951829358746 -2.350459441538035 0.8838634603963925 +2.2455563275017445 -6.158331147279237 -1.202324791941273 +1.797548873567141 -2.4081003396335836 -3.9054100769962106 +-2.087189111015755 -1.6844626184154707 0.4302123097638186 +2.593696929627548 -4.527647168895263 -3.001530080102361 +1.413317124791693 -0.13864433798714076 -5.104301440421768 +-0.959014742836857 -3.715973885777868 1.8083987771275294 +2.954571887974777 -4.643737325962424 -3.6594422303201517 +1.8971002041799567 -4.210628820675288 -1.9625079845978 +1.2667014867203739 -5.157184879535729 -2.0815715834121677 +-0.4492976426493248 -0.7135450948833713 -0.05446906323082103 +-1.8082414807012521 -1.9603305163317086 1.1909959305218856 +2.1679052246820874 -4.7692567099734156 -2.0579475943010586 +2.727833415523591 -3.33177709264182 -3.6695550865195155 +-1.560557448167749 1.4971122721020533 -2.9617808509799133 +0.9405349231429818 -2.3690884235002656 -0.25757541150903107 +1.6044390523105199 -3.6700925794881885 -2.0262909135188814 +2.312811461736703 -3.165634058554005 -3.6032486129587955 +0.32965916646793325 -3.0220205120930648 -0.4425105121621254 +-1.257824379632994 -1.5545021950593847 0.8076495284381144 +-0.36802017504595536 1.2594333460384972 -5.329740103865169 +-1.3705848103107474 0.6723245670383446 -2.3258157507743125 +1.2724359026637901 -4.150523381066152 -2.320783854363108 +0.977456068163695 -3.027385556151216 -2.159042160967307 +0.510029523844952 -0.29802706337648704 -2.0900613597913824 +0.6124255324063883 -3.976707905445764 -0.13965635768344514 +-1.6098828615299754 0.9990907044809809 -2.0390734770903403 +-1.2071980232295898 -1.9363615241344188 0.5180497808187221 +-0.1701879982939294 1.367197401214376 -5.686751162806797 +-0.12751421292597043 -1.744023724039402 -0.19486825492273602 +-0.8153089075159216 -0.40654604138796774 -2.1660815528477038 +2.005778433077062 -1.8965130840906301 -5.5416030632089095 +-2.3403749223893993 1.6858561040972568 -0.31440102698158867 +-1.2494346010290485 2.2616171955083315 -1.6124200349843687 +2.2272100816470184 -2.5368603528659053 -2.706241536413021 +0.024579350288996236 -4.353461002866939 -0.017982720666304408 +-1.7970949996449672 1.4051547577327417 -2.3099354814458644 +3.069669987109994 -4.963008146798022 -5.813460281145398 +3.0655157349971747 -3.8855859679860107 -4.673947988489954 +2.408645919315882 -3.1081507101366657 -3.1550927842138363 +0.90761025134105 -2.3114201764157802 -1.5604927719663433 +-0.665947883396007 -1.1217963541459415 -0.022313799784814348 +-1.7388352988776303 2.718476193674558 -2.201808465476267 +-1.397325942483222 2.4030279076534566 -2.1979381132293425 +-0.34025580909466774 -0.1460673260184459 -0.9498955409185196 +-1.1567477883144608 -2.30809098298398 -0.7700455294275806 +1.8749903723449897 -2.297509039338848 -4.588896934781962 +-0.6903666173904454 1.931152357524836 -3.191842523032232 +2.6492796030003927 -3.732944916897074 -2.4052129293594264 +2.084174819126029 -3.8147494076321196 -3.2173313113477935 +-1.3823760804846208 -1.6551195015849542 2.2268623670539966 +-1.826165519302138 1.4745579537986715 -1.4680797016722476 +0.12158023795835013 -2.4628796580662065 -1.9160817629847628 +2.0416363448190067 -2.4334330725722997 -4.5491462779275835 +2.089419114081994 -2.4569221307601086 -4.486202094923937 +1.4759149395868556 -0.41068994465870823 -7.484465968951694 +-1.7817686988308112 1.4087037162671527 -1.4621529111530749 +-1.5458289056721877 -2.043616482571314 1.312526030490646 +-0.15570731438468452 -2.1263134336450564 -0.8970583650821952 +2.125947768211269 -3.285126218890298 -2.161128644968396 +2.5248101475161997 -3.1178332239543227 -3.762411682617988 +-2.14841379064546 -0.25887206680646874 0.007929801967737585 +2.9001257854381812 -5.16457805099729 -3.033180827359545 +2.944989506762079 -5.53376349182403 -4.785539835941428 +2.198249005379541 -3.893414775778812 -3.38727737616634 +-0.8084083727705333 1.7125073793059493 -4.552126028093081 +-0.028241501936656727 -0.8163068566129006 -2.916828915377791 +1.0020978150451232 -2.7363229166932563 -1.807430595602352 +3.149080641586383 -3.080057757428314 -5.39700144710836 +-1.2496384661503923 0.47717667292054905 -2.1064499648217154 +1.3265423288860991 -4.018994871343049 -1.9103317908282664 +1.1819815114746433 -0.8709468594829216 -3.751233278570891 +2.1819385246375083 -5.113058828413366 -1.8912843172400813 +2.2767819871417894 -2.1771095943673386 -3.9716644183961827 +-1.6813319875341557 1.69946567377335 -1.950805563850003 +-0.8203916733204389 1.3794975978221466 -2.703078789205942 +-1.1120706203007404 -3.2056923115714 1.9369862601159717 +-2.3592133701708846 1.5841388220077484 -0.5838918572777323 +-1.2799777813503581 1.7569934070672595 -3.6342993566297714 +1.7067653132674068 -1.4720662815933312 -3.8184646919229706 +1.0780661406742995 -1.226786431208087 -3.2515905522666237 +-0.9050986594794597 -3.428467517308796 0.4605582292098078 +-3.1052216199701643 -3.0449318070085507 1.3549873362577265 +-0.8537061338721369 -2.9268865992994986 1.1470143510268067 +-1.5584003749657265 0.6782729301310011 -1.111725473810116 +3.134271389516237 -4.169094744728522 -3.704973936323389 +3.1906803197422056 -5.643798599536866 -2.890013496876993 +0.9136742199774023 -3.362132319037769 -0.5306723256405861 +-0.9622273639513479 -2.5172119179747665 1.1606191465611329 +0.9356723078082338 -2.3466735825270093 -1.1613637602362155 +1.1456916370730719 -4.119894701019536 -2.105000592571041 +-0.31588584804843 -2.9525330045303577 -2.73039801263908 +-0.708910575902279 -2.7407027749080535 1.9875309979286175 +-1.8735917596006513 1.617374850512721 -2.2720246662819337 +3.948710788287495 -5.212139755370698 -6.734155774964967 +-2.186183119342618 -1.679687230174186 1.0086163767731842 +-1.776344070773046 -1.1051686110702224 0.9638927134788104 +2.3168897934267996 -2.356684307730721 -3.608894456332069 +-2.2032003883254436 -2.1477939651884705 0.6548361072814367 +2.406325675115725 -3.639946986754426 -6.4429366446458225 +0.17205645191257996 0.6412994650321338 -4.5617742756962345 +-2.509273781567547 1.4037634858483474 -2.4330620272742878 +2.576918122025737 -6.415990411934691 -4.478110170275673 +-2.1230751561084737 -1.1688822429871852 0.965501621045569 +-2.0703373982536384 2.8038428844442342 -2.374802417908638 +-2.363727310261498 1.445934048872519 -0.33096999884129946 +-0.7978849947564035 1.855593208239978 -4.415239710743381 +-0.22945436511750839 0.24676001084286853 -6.4797227244001805 +1.7758715150617714 -2.322317814608556 -3.890313871974954 +-1.287931669981564 1.5436515754277953 -1.1713267314021556 +1.7171638948767083 -1.7699123972197102 -3.582332336820786 +2.1784082918949155 -4.042432781065759 -5.065306640524176 +2.833825631007281 -5.390562172086765 -3.1115126316188393 +-0.10952394260558618 0.4660922834588545 -3.0454433300569668 +-1.5810118365206691 -2.1361790819001585 2.321640335032552 +3.218782720391964 -5.3116751710842225 -4.419661156475814 +1.525828932768534 -3.412957859302369 -2.5940184822400156 +-1.3652771620442976 -1.7106006394374773 0.5350908537118225 +-0.99345391422619 -1.693629214731995 0.36479504641419847 +2.373760900028935 -2.6140077354820552 -6.079003309589196 +-1.771965768958503 1.6277726107691062 -1.8899526597212883 +-3.038518815193922 0.7821555080854321 0.2715497359338598 +-0.7320346217144906 -3.3338767864160905 1.89818649166045 +-0.7138337815406336 -2.785554865327137 2.5006384767087573 +1.0748414495183487 -3.0964432696125526 -1.365428063346982 +1.0414505578578444 -2.461359716823305 -1.8031275448468715 +-2.2402750883682927 1.321756264323454 -1.472555507466381 +1.133988913283781 -2.7150019632196476 -3.826490778364736 +2.1180998476997397 -4.8191261032484345 -0.5000026442646395 +-1.9722804092917567 1.2532057842324646 -3.333886673512806 +1.686192075427025 -5.340960047618655 -1.5121117467140968 +3.9822329210730345 -4.745873593828439 -3.27085056794892 +-1.4228058307542906 -4.441374077602008 1.1836295190294315 +3.3618149423118835 -4.741149660443679 -4.907612074966927 +1.536044613425583 -2.3961071463597357 -2.8556653851311524 +-0.2942461007588442 1.4604394326646786 -4.13190275731098 +2.3121925780004675 -5.2277330061162 -3.4940262367678847 +1.944768860963239 -5.353933846954017 -2.236737442375031 +2.040254177570925 -2.9936232736755874 -2.1775259927925377 +-0.5330818602793226 -2.317205282822875 0.030551059114813386 +2.5015072232532933 -2.419980867287786 -4.466155335666824 +1.7214814021023708 -1.7456397919472586 -5.8727323124639685 +1.1267573449869606 -0.5293190032740873 -4.651193893707312 +-0.9282409901057227 -3.7391114915143047 1.7579378830640104 +-2.378199847318853 0.7283353580804142 -0.9439658109812699 +-0.46958609054853095 -1.209456442098222 -0.5642932980524871 +1.8203329431916133 -1.4391260252600224 -4.035156041655888 +-0.6780001267781808 -3.5039630912206734 2.17316081485665 +-1.8058893091256274 -2.6930810255208186 2.0999746981878276 +1.7846911200658215 -3.3316403191227164 -4.948839742843752 +-1.6737656289267435 -0.06315937028865987 0.43218343738148424 +0.15437757077800313 -2.6528607860444207 -1.5644801458557926 +1.2997756416414146 -3.7110629252782643 -1.2731789663869457 +-0.30107002297849317 0.5738654080082064 -3.6652678180401286 +-0.28867242946618116 -2.175026944059556 -0.8076239183404444 +3.2618277647606906 -4.63386793123997 -4.593457299953231 +-0.3662523748619914 0.5386348638988399 -5.296410674198735 +-1.257824379632994 -1.5545021950593847 0.8076495284381144 +-0.43354119590673634 -2.7263896922447337 0.6301645395280353 +-1.0433979750659035 -3.220694124237061 0.822676048899716 +-0.46593814438350967 0.30469525149511173 -3.155889768145505 +-0.6917490774798312 -3.9273661888406655 1.5791686142130736 +2.571245827474927 -3.69377151678336 -2.958244034726906 +-1.6008173085097197 0.3789138605206707 -1.30420102239503 +1.137884381398082 -1.3177853063049207 -4.772565547672009 +-0.755454228500927 -4.5844022173891394 3.3262522900922424 +-2.153084891403652 1.606052960409703 -2.06637726322488 +2.1237168592503926 -2.7729546211140517 -2.773926413133599 +-1.4610939166167467 0.5699871745642751 -0.9868357590305918 +-1.6871143533164397 0.6935931940794329 0.21629495995926912 +-0.28731329612748946 1.51022686870349 -4.525563646454005 +-2.146230036682253 -0.5079045795916608 0.5264451256665363 +-1.0837074774893423 -4.04540938881402 2.1049565587337677 +-0.26610127544913703 -3.5968316839744694 1.1995256128806917 +2.255209314341452 -2.1950690133702513 -3.0959287297442817 +0.4482995807298092 -1.7399264048800247 -3.225192998790751 +1.2026438095832983 1.5713580634889184 -6.783650321790721 +2.358734557169174 -1.888472509450901 -4.8686758189073345 +-0.3555022450200506 -4.2794756273979235 2.2441813149945995 +0.5834537081869986 -2.1167691733756606 -0.9310352969612442 +-1.2494346010290485 2.2616171955083315 -1.6124200349843687 +2.2493940786174482 -3.566318546507947 -4.251452850120599 +0.8831612417198906 -2.2001605326456053 -1.8624703547205443 +-0.08499537339423044 -0.9279508148804227 -1.3115986265096993 +-1.5819843507597813 0.48636124752180215 -1.9711186061689714 +-0.08346762223674062 0.1291627393818106 -3.3914993201655435 +-0.8068430373180634 -2.9974506969455907 1.8063234950407505 +0.7545178886983457 -4.7500283921025295 -0.8803653659050179 +1.4836199026436556 -2.57246115266259 -3.9932183744321126 +-1.5714159578985323 -3.014455323027683 1.1265790848991293 +2.221715572137512 -5.52161263266651 -1.9948513761505882 +1.0620369392162525 -2.9370105577392702 -3.0506691884553843 +-2.3471286947960053 1.7890833476623733 -2.7399265976318072 +0.09186232848919065 0.8071400100240691 -4.990565825866346 +-0.6424773362442757 0.7127212305298825 -6.084815851377285 +-0.5775121264528524 2.3975443522015563 -4.381570045830967 +-2.747480539566557 0.2814370848081697 0.3118493804431491 +-0.7045308508580677 -1.4954938576529457 0.6107265592994021 +2.127458030934868 -1.4591086483398104 -7.047660927965491 +-2.654183192118161 1.7400370207039955 -1.932072037748223 +2.4069862315248844 -4.168163556000903 -5.050362318604437 +-1.9847178125695788 1.2043561367556403 -1.5221337615704587 +-1.2231543854845994 0.8954149886273373 -1.3871802841184386 +0.91535582550091 -2.7190110179737363 -2.173511609111891 +-1.4489998693776216 -1.8624873582789996 1.2374066115667384 +4.370647970728585 -6.174737928346897 -3.476203303456149 +0.4378610641719426 -3.642379632439523 -0.9559662386838292 +-1.4624040159357428 -2.4135762169933215 0.7271188827958454 +-1.6600244169151919 1.2074187072912617 -0.5349626407700235 +-2.0805396362309008 1.8940617255605208 -1.76546853483897 +3.217296946617969 -5.849940595418986 -2.168032763835643 +3.6816029329070785 -5.582585422123398 -3.8065652009079805 +2.6145128490903096 -1.332781575657953 -6.820055379717573 +2.5801844735537074 -4.837997624638199 -3.467825233279021 +1.9695855911855242 -3.7767867522889804 -2.253175093203152 +0.5753198929783262 -4.847855076578195 -0.9042460154164444 +-0.31160587453558325 1.2271626885039608 -5.624644764417636 +-2.2660891746186644 1.3276011631867064 -0.9291593803335014 +3.5854477683674206 -4.802339330632819 -5.3648622945098925 +2.5607114234068424 -1.5400705923844256 -6.129985254439667 +1.40948037680844 -3.838744957913289 -1.011506574617214 +-1.959726321958753 1.319436079196834 -1.8226970812774286 +1.9680526559827414 -4.7995142811272045 -2.0532419065059364 +1.7739683057671976 -4.167541049223227 -2.6895936065207526 +1.8624251959568863 -4.693436004139391 -3.3165468152545197 +-2.7881499922295667 -1.5410725114833488 0.4205962872242787 +2.2143108145136505 -2.054400836351944 -5.456014659687086 +-0.1074707501809039 -4.307249734633433 -0.3846326015374873 +1.0757495688396987 -1.7443768308403056 -4.930182142972894 +-1.5624446432313484 1.058698692398791 -1.1188490981887298 +-1.350760887821042 -4.849918730763597 1.9244518020400994 +-0.9089111382250227 -2.1701517465776354 -0.46043414330279137 +1.478427409184071 -2.885887591461893 -3.221664786883611 +-0.7832759489208009 -2.9151930657746683 1.8328105672269255 +2.4064788476818944 -3.0245463845471448 -7.050940771865993 +0.14679165381481166 -1.121143690298084 -2.817500245484138 +1.4487616570095323 -4.984682976869036 0.6098670281339913 +3.034636434813331 -5.241024131566393 -3.0096928539549017 +-1.0667479740724575 -1.0225945895421598 0.6136503874151372 +-0.24990132456080116 -1.680206021717566 -1.545123154570272 +1.8744078734927878 -2.581469848564457 -4.774107923831894 +0.7855871888954794 -3.8465351994881902 -0.621315513766387 +0.31348267441115074 -2.9839168668478497 -1.3250764945335556 +-0.6753571963935502 -3.6386585519404395 0.9424909800567596 +-1.3299251353453352 1.5970769320859606 -3.9067704008396364 +1.8535636606129218 -3.081714630419115 -3.3247603865901048 +2.2673951437241913 -3.674305191485277 -1.954153946484272 +-1.4218332000554321 -2.1783722385634854 0.8392887344041335 +-1.4775813499170847 -0.2641505352747065 0.8488354409281406 +1.530358782674082 -3.518579465298072 -2.9906664891767964 +-1.2136595945299244 0.607626080429361 -0.996070932117675 +0.42169217117055635 -2.413981472611381 -1.829065130904697 +-0.5799325088776792 -2.894978924299055 1.2909704960939539 +1.476644371097109 -0.6621063674898642 -5.739314149401658 +-2.194186012023211 -1.9644103829910762 1.8623563490422748 +2.1380171283096185 -5.08199717867448 -2.7213107039141806 +0.542547892784548 -3.1609339587063094 -3.747851239962428 +-1.1736374594069867 0.8608300569889606 -2.67755672245165 +0.7822914617977906 -1.650118634625633 -1.0937137075613688 +1.366739662712735 -4.063168906740237 -2.031214995961409 +1.9166020361422005 -1.8628478453782757 -1.9307339756020028 +-2.0259911451651478 -2.8446413956764993 0.6201194460791675 +-0.911456580811401 0.9767819266847841 -2.716815121126977 +-1.6478609443175418 -0.4188980450095854 1.0647301594828318 +3.6045877683976713 -3.283189727846157 -6.3605952827006815 +-2.5559162294881173 1.9524402038964772 -1.8939998910855826 +-0.8185064707358255 0.3618712814532267 -2.4799637438023656 +-1.0232386672758653 1.2308521585168752 -3.868654520819938 +2.3209194826184403 -2.3734291381273436 -5.318985338006887 +-2.2407981528763967 -1.1750800291662198 0.805151807303051 +3.272264807734956 -4.704923578659186 -6.777051599926026 +-1.5006932286105483 -2.049924355456026 1.0075453176410625 +-1.754364487024376 0.9613277323994409 -1.2856229151261125 +-2.1714310839182662 1.6503089142549578 -1.5509598272381422 +0.8427639012435496 -3.3168362044895203 -0.4691958887547276 +-1.3265672730730744 1.9371504537846285 -3.142983079007178 +1.9826273053734027 -3.109485908107207 -3.8222301754692647 +-1.4505749951100044 1.8296043676666396 -3.804985765629959 +-1.75341016361835 0.8846635412033068 -1.0617617709438347 +1.7668139274012793 -1.8758962547039724 -3.8066150918580606 +-2.0123920043161965 1.3138495473028864 -2.9936630956558714 +3.1831761156686795 -5.163934798703692 -5.23177580605088 +-1.1842645383060997 1.3920625669956848 -2.4986570520864615 +-2.9125508445956445 2.710797901067091 -1.40808148941147 +4.6817687288876595 -5.096179016322109 -5.882695478892094 +2.258974488468467 -3.5885040153633585 -2.8477915551282433 +-1.1444028256495924 1.3747898988348073 -3.501281872128414 +1.990931964810967 -3.608906155736121 -4.037617210836976 +-1.1090794949264426 -1.699524211567608 1.5487552669663243 +-0.15615352783402303 -3.7935961984563398 2.1479063389889315 +-1.1325203439172764 -4.1459374362967125 1.121724668199689 +-2.4756512419568173 1.782176530916602 -2.0980813527444453 +2.473493625463366 -2.5330506273074844 -3.420371467438981 +2.3133060543052686 -2.7196460933582403 -2.9755639317997105 +0.6402211020771797 -4.71329795221732 0.6856179916422676 +2.4151141288357305 -3.554058377795525 -4.561993314864084 +1.4696537173294437 -3.889487870644 -1.7880385017415164 +3.542154412214143 -2.9896493585315738 -2.4161306423382247 +2.6415536365533914 -5.54072977613817 -1.0956331932432328 +-2.1459857818728043 -1.81770152789673 0.1943004276907334 +2.704439678628173 -3.249576868382961 -4.126503133274181 +1.2558379112812015 -2.706155589228534 -2.833330604066538 +1.1547098362745092 -5.18244176642023 -0.25658488708595123 +-1.4292099390946327 -1.9535946282576553 1.2790934055359573 +2.4825310229173114 -1.8352027461747107 -3.3941403223648177 +-2.4402356266354968 1.6546405229585774 -2.2241400655645194 +-1.771965768958503 1.6277726107691062 -1.8899526597212883 +-0.9282409901057227 -3.7391114915143047 1.7579378830640104 +0.6270288864318878 -0.08520744660764684 -3.7137160431853196 +-2.2878568136056385 2.745198705842325 -4.448369130426178 +-2.278376966024797 1.644830869581619 -1.0842100671164945 +-1.9770126991030892 0.2703193703512165 -1.5043317711525717 +-2.9382025772642537 -0.576555236230005 2.7271068974088646 +0.975452881049856 -1.9816977687953354 -1.9230764899987105 +0.41630093770231935 -3.143048123362523 -0.3407095112547236 +2.2568626568261267 -2.61111744906588 -5.792178440366959 +-0.9000691216768804 0.9767819266847841 -2.7496909413825175 +1.8137640275366154 -1.3066266896986212 -6.162611182598135 +-0.695586936484714 -0.9674765367204479 -0.7175947393342071 +2.0662069194386636 -3.0769385823564512 -2.2865955530421336 +-1.1602751641822173 -2.5914976136750005 1.6282943237438168 +0.7318122350065219 -2.2308079252232287 -1.6005983170200138 +-0.05102626517587178 -2.46794791325236 -1.715461522648594 +2.655727690159762 -4.003977285665541 -3.9902378634938733 +-1.9553280762535323 1.1817138068534927 -2.0450788571372525 +-2.559534748958872 0.8299995385060432 -1.334229772985527 +-0.6733005273203295 0.8630419801237212 -2.8943400866800237 +2.522710304019104 -4.563801368950792 -2.430791748182987 +2.477000035625742 -3.799322403510964 -4.431233718846446 +3.309186007572385 -3.137788531296918 -5.756600632512257 +-0.6367855906227443 -3.9705195071280706 2.5276791764563837 +-1.344805423627761 -2.254979242970058 2.0759047888294226 +-0.6589393685504676 -3.502139520777399 1.7533624501216647 +-0.33556674316146823 -0.404381673626013 -1.5403263077087157 +-1.1554084734518535 -2.1212958598960467 1.9405160155702865 +-1.7438026950517904 -1.2968533988597628 0.2707202684788498 +-1.5064722968616822 0.083417817924123 -2.3161145614976535 +-1.9815142959057808 -2.6427663279011204 1.5390531596881245 +1.7455293424852474 -2.4543750793008905 -2.910997740482998 +1.4152192692380792 -4.040384850148899 -1.8580404921691462 +0.5052407173347507 -4.177448936057106 -1.4949299773501592 +-0.6189052464958409 -3.637931433147988 3.3119522161037995 +0.6591279473303572 -1.3483093314608585 -2.854737907554686 +2.7977009285693066 -6.882840092882138 -2.168739522424718 +0.272063489278172 -2.665297181236581 0.5225694279532791 +1.7703665759122145 -1.593468559469785 -2.5689924442304615 +2.3377546479915967 -4.623839128673298 -3.0410313337147703 +2.0132036183272435 -0.2926687753520446 -7.432124873197498 +2.1181757239226098 -4.431726990758814 -3.708610012128589 +2.2553726804895087 -3.786326895323902 -2.6857512707838684 +-0.9061306436609954 1.9989746585989852 -4.633483934284352 +1.750187898483662 -5.182696009625789 -4.326583514412754 +-2.265200306388115 2.557259955827198 -2.1344388746318783 +1.4881076280572338 -4.222041769516111 -2.8105398485137516 +3.2505249448853073 -2.4740769844730917 -3.677694166381008 +0.5436515580842063 -2.5552891083452485 -1.5210592535019134 +1.3539255296300008 -2.1657742395590462 -5.113258658910527 +-1.8661568937518929 -1.6047727610466611 0.8805280075270819 +5.054308703773983 -4.683543579951211 -6.968851116784268 +-1.7157109519961666 1.0461421236117512 -0.9486718704942007 +-1.9717085559752012 -3.1441431952858 1.051070729683229 +-1.281011315395973 1.032770508081984 -2.5321700914515004 +3.5793255610002683 -3.59988445141655 -6.4554394457440445 +-2.2984903207831726 2.0347494769157612 -2.908947372133777 +2.4190274334716966 -3.902765300280698 -2.976664101556037 +-0.9612913818782733 -1.9094888490418862 0.7780162329831904 +1.5978712192246256 -3.773298422336291 -2.553829003825045 +-1.6276932526479375 -1.3918019886223925 1.4412403142322427 +1.8675029748018488 -2.1895836368967534 -3.4191697816899604 +2.5157256633708185 -4.496027290280946 -3.6918492540252075 +-1.7481932020047553 0.9040171894285562 -2.3550004690411006 +1.0556316159768613 -3.6051185942169615 -2.3553639368733816 +1.873274300216701 -5.270513381975505 -2.7123843602555042 +-1.1114020834264144 -5.063658612721256 2.1588529031129453 +-0.6228753132042669 1.798199683864766 -4.0298776591683145 +-0.09970665851275556 -3.192506465704354 0.6870807073605827 +0.696560656170347 -5.883019962334523 2.462182747275787 +1.5860040423180237 -1.4500033526754383 -4.285479881267213 +-2.9751481291828643 2.5561078089958533 -0.4467674590541835 +1.80200988693966 -2.1335686478283376 -4.544074099960856 +-2.662413800466015 2.0098037346863395 -1.2844408978825395 +1.6705895716985812 -4.734111160081962 -0.39386635738503195 +0.3084303774888368 -4.762376202494127 1.8337869059899765 +2.012322804185601 -4.757611775123512 -2.0453395414364066 +-1.1090794949264426 -1.699524211567608 1.5487552669663243 +-1.125270764979659 0.03138632092885424 -1.9553826881975584 +1.3267242343425656 -2.907805095395355 -4.588648621645488 +1.9135007216107343 -1.9136014464236757 -4.33401336990464 +-1.7498580457334711 -0.1340679466976466 0.2377531427301138 +0.9333311645455482 -2.633233438799607 -3.783031349234102 +2.5777444632190996 -4.493728526269206 -5.288345166968765 +3.513669968057134 -4.059554484739606 -4.358935182669438 +0.8146501322223886 -1.3283139783952722 -4.373052698065065 +-2.421485839138068 -1.8349022006551308 1.2742155742336838 +-2.9336306737054327 1.5999063120813433 -0.971243973785842 +2.180979238106671 -1.1422232767084706 -5.105091263228046 +3.244028921839849 -5.367611682437418 -3.53659755347346 +-2.773891480291346 0.9785299378770431 -0.14197433592034125 +1.2454498643470944 -1.6249113854757127 -2.6730068374333253 +1.3077057672180683 -0.9293852845594972 -1.786871925995935 +-0.9250981947238544 1.4355823500725475 -0.7707874327411335 +0.04730842242111813 -3.2911431836333795 1.492491337100256 +-0.9422475466343876 1.4411791488992944 -4.557719955438619 +1.5068959272908309 -2.2528917838749076 -3.5928361384638006 +-0.7784385737791063 -2.53163977213301 1.1565527081384932 +1.5586883823039102 -4.113413578384973 -2.638463253027667 +-2.502570399202936 0.7637083708389181 -0.5680847344677984 +2.438421817273807 -3.554821135331014 -5.524176976540596 +-0.8377072929674126 -6.7300448391393495 2.5960152217064065 +-0.9047614303024077 -3.0751365753456956 1.4868373593517479 +1.5939805293169338 -3.339555488122547 -1.118295127851623 +-0.3732759704005186 -1.4515832084172897 -0.5218339812713654 +-1.257824379632994 -1.5545021950593847 0.8076495284381144 +0.6806872213658015 -3.088470715841772 -0.5105523719613316 +-0.09354669957773071 0.161116328068811 -1.733639074997214 +1.0461701893653488 -3.94299471028836 0.08130635397540646 +-2.2407981528763967 -1.1750800291662198 0.805151807303051 +-2.0747683818560576 -2.390118628479951 2.0400053676828436 +2.1084877540427005 -4.085220796451599 -4.211981281546628 +-1.2593954725638643 -1.6526551423350218 1.0397814601417477 +1.5418177467810181 -4.866736106131192 -0.9780136020071819 +2.160865632422407 -4.011011669415143 -5.495371415136144 +1.544006791032072 -4.195400326424228 -0.6444785967056037 +2.1078450306107612 -4.67753476301138 -1.8547060056607623 +-2.3402818337758253 0.45659258166419553 -0.37488452363026664 +0.7361837772246463 0.11676580894678451 -5.280140999062221 +-2.346202360625651 0.4657903166441996 -1.4410055925538403 +2.166893880444543 -6.33301618532605 -4.604516969779019 +0.4725519140617439 0.784173952784871 -4.392658204981346 +1.3862544312982918 -2.984129596348677 -3.186318707675221 +1.8298389682283291 -3.9460747734330917 -1.479324050253758 +-1.0850160416334649 -3.5119104198194226 2.6280532582385283 +-0.7763900479194187 -6.739353902379637 2.677578018369485 +-1.1897990666008584 1.6082461222896156 -3.2298412915812205 +-1.3840465665803852 0.40066204313371107 -2.264441805608694 +-1.449235826364332 -0.592527502434085 0.3806281745480497 +2.2605671700634824 -5.2193803361183555 -0.8197536834133224 +2.9920394521634464 -2.52647980735876 -6.065487625769851 +-2.211389170747628 -0.6183130268713628 1.203569052015329 +-0.6461135833358574 1.002650937282616 -2.863555214454637 +-1.0891506410458114 -2.94308236115851 1.6559373814941618 +1.9537317513455386 -3.8324775384476695 -3.34995542029951 +0.5169752355717151 -2.4957856931515954 -0.1884604078149133 +1.2587521164753228 0.27783364500211677 -6.203702843351244 +3.450130743303201 -4.143864536668313 -4.551361445330435 +1.829537136288203 -3.142059992481942 -3.557920743789552 +-1.1446246388862105 -2.2022255313055434 0.9698263717384384 +1.2002172092414198 -3.090127616658417 -3.135323930040432 +-0.9204095008666326 2.2788941668561575 -4.5455082719879325 +2.713343896833922 -4.0348863241158766 -3.391034565413988 +-0.4653160817988097 -1.170542365757525 -3.0455841007685134 +3.022108235730963 -2.106611352568941 -4.596136944123478 +0.6368357607846252 1.782329854833475 -7.795410188690822 +1.6608911487847071 -2.918027286664847 -2.4492038755257823 +-0.6623648992226102 1.1554078140404656 -3.5046090351343744 +1.4421357081572475 -2.2541246943596778 -4.967420397952649 +-2.3800111448036887 1.8520163996968426 -2.441076444694824 +3.4131716941649595 -5.7748411008033 -3.4462349055900585 +2.2210467426875597 -3.340150224291387 -4.091756115769778 +-0.99270382510001 0.9537916968472682 -4.297130195209055 +3.0760785854574557 -4.197088429696657 -4.295314828184865 +-1.7532080030353983 2.008080935424658 -2.502429108323727 +0.8903624157820191 -2.4569238652473695 -3.0018473275360766 +1.4977795239024798 -2.8625170060815934 -1.081237898916467 +-1.6203187856133028 -2.5023493627921067 1.684208962659304 +-0.5494554530693334 -3.4097486961275076 2.0918232306574303 +0.29537694145420024 -1.1135499784891805 -3.254991699869263 +1.1572174951789662 -3.754423974699776 -2.292149862680621 +1.196137345922448 -2.841068816500285 -4.95986903202994 +2.950851367863355 -2.92186344112441 -5.398777678183746 +0.08260876780675086 -0.7596703214878366 -2.9758841707957195 +-1.0232386672758653 1.2308521585168752 -3.868654520819938 +0.0927745271814425 -3.6977979596745723 0.08007504321966723 +0.33299492050051194 -2.731450160189552 -3.4634813658901 +1.215243024949239 -3.138051217650651 -3.0790066081322602 +-1.310137074295854 -0.3170269307743428 -0.8445164896341779 +-0.7528961018944441 0.7112531022369564 -2.9825736479430534 +1.1097795780039459 0.9542259757664402 -7.0775262010584665 +0.40299410027297006 -2.3964128665363464 -2.707661297267993 +-0.9978819406914319 -3.704658650950585 0.9764140028571274 +2.6721723548176888 -4.608156480598196 -1.179465153136382 +2.552080200404146 -3.209078541707957 -4.457498011101725 +-2.0351496933951907 0.20308608825630187 -0.30008525711217215 +2.3579731148204788 -5.912590764824719 -1.7734520252981567 +-1.7414750089169908 -3.1358458906845983 2.935896355771442 +-0.4402198930349178 -3.7507570829022825 0.8272880157324985 +2.144835862779779 -4.954791772203114 -4.445369067039859 +0.5486745779724984 -3.919881675068002 0.5448004216051952 +-1.6116648958664301 2.2358625659866 -2.655877477315725 +1.3726570508889446 -0.9329932416407771 -5.120296617719521 +3.5714766488578205 -6.178181468089498 -5.21592688072491 +4.1178641259999855 -5.939495400561607 -3.776839540658942 +2.761992783897967 -5.910775341709507 -0.5450101742830031 +-1.442318256613644 1.8409634331788705 -2.7161652600729935 +-1.9784836705909885 2.023903818246505 -1.7147901277016764 +1.806487911104347 -1.2120906624657846 -3.7715968477871638 +2.5725474531252095 -4.678328124520603 -3.346830382203039 +-2.337954085146417 0.7927897805686293 -0.5247033123035043 +1.7101804403098424 -1.0044924198423055 -4.533149875727359 +0.8661572929656588 -3.112843960818739 -2.053204209484148 +0.013608604475640843 -2.9238002080175667 -0.2206982571845046 +1.7302362051183175 -5.065261828439273 -0.16996148340722506 +0.8952420075288413 -3.4290801611419304 -3.102352467369345 +2.0128622053085707 -2.7522125312098487 -4.090719935171928 +-0.7186904696229359 -4.813981906892353 1.0730204443555857 +0.49131331745617074 -1.5596023801947902 -2.5868623848106633 +2.7480450494457855 -3.749029962834836 -2.121199067017867 +0.38488544815118464 -3.1660826211066158 0.6274985084579416 +2.4344074530806674 -3.468493315997994 -3.296230904373361 +0.9105919723487902 -2.606116109799779 -1.8364797568220597 +2.1475235495503116 -4.144794544726288 -2.1316253641635896 +-0.9183341989469073 -0.9252353722209459 -0.837335880076497 +3.1293839672123216 -3.426720118761399 -5.640026559109045 +-1.4747532641658037 -2.922382436448156 -0.07806020480444543 +3.365353814541389 -4.488160976835353 -4.394119946415878 +0.2228389453706364 -4.607061694610731 1.3554850567374728 +-0.9876800672968011 1.63895592395775 -3.975427086009514 +1.68547514586471 -5.921129679904534 -1.32170370898108 +-1.5209685138506126 1.8971875933962097 -3.7740740565423554 +-0.8972890279687735 -5.034644376608258 2.156849394322391 +3.225615116329024 -5.039226870424845 -2.303123389786798 +3.517216374428047 -4.421839259767884 -4.304618750352654 +1.8864377106776216 -6.2770120284757445 -1.6406902696989096 +1.0182812582543521 -1.490010906100087 -2.6283730404999317 +2.358360078904685 -5.570077320257418 -1.4109777922661344 +1.2088466576805892 -2.29730820026423 -3.634177772788102 +-0.4408612402516118 -3.2863387269075273 0.6474634989012817 +-1.3261010614889421 1.2537319414215256 -3.7132044702415516 +2.4444511585213062 -5.864024760885076 -1.584348766572223 +-1.0462226668518586 -1.3003736520333262 -1.154760044519015 +1.319735491329174 -1.1240633776081064 -5.456371682944163 +-1.841832132963625 -3.061360871485062 1.8669205487742582 +-1.6904611212990601 -1.5449617651774856 1.887704214250774 +-2.058572003984562 -2.0914480896549903 1.3409123012741473 +3.3000794748578173 -3.924870963028959 -7.6214910297289284 +0.5857354712859854 -1.498263771202262 -2.838308166406627 +1.603708273388156 -3.8586927562825344 -1.0823449494154855 +1.3665382021183723 -4.952596004978338 -3.8441968224928513 +2.162769254074453 -3.2220339533670206 -2.902567019671199 +-1.5176965017225579 -2.045110482201325 1.3494656447554427 +0.3283210105329232 -0.900453837586511 0.22582599384971264 +-0.8295630109901496 1.7147758826014887 -5.450730544115128 +-0.49447733537975946 0.9279259473845838 -4.693597831027057 +-2.127426762611819 1.5182424734038564 -1.6016278598462539 +2.0931196831035246 -2.2659063277910323 -5.018137394677997 +-2.508239676837233 -0.0773669063759091 -0.5803401422179224 +2.0203599541965565 -3.8645592639853126 -3.4661056331617277 +3.394104371072241 -3.1445219150291375 -6.137411895673082 +2.143733995984828 -4.812536692414123 -5.322334826571383 +3.1692595254778197 -4.474957908201844 -2.6378605637040575 +-1.6534184892731651 2.3970910507632865 -3.0882266964762706 +0.8423946427333422 -3.0871734219754474 -3.1064179205353524 +0.9113471359638016 -3.4175287392231404 -2.5118678290392107 +-1.0604424126001304 -3.666074691849938 1.3706370590269752 +2.0966159273424934 -2.8173158281671866 -4.118615940298809 +2.156509217390891 -5.941014655147747 -3.3346308287755075 +0.23213686612785855 -3.6595186573653176 -0.7342912206137027 +-2.3417444940665613 1.3374108607044126 -1.993576292979871 +3.9202987802176725 -5.354803187240553 -4.820334298598373 +1.4433268951505156 -2.9033320038871726 -2.668857873930682 +-1.868363097568761 1.5862663915844297 -1.213006640886437 +-1.1090794949264426 -1.699524211567608 1.5487552669663243 +-0.5707596311071944 -3.4133633979759295 1.5001876616993168 +0.8271200020002102 -3.8195817569351442 0.43266237737934127 +1.7719862519186944 -2.3862307835507375 -4.439583088779525 +-1.542095912593533 1.4326218186711923 -2.838657250719245 +2.5082030834994775 -5.254977282907554 -2.7624062879725466 +-1.2588258773683785 -2.2966784882054943 1.4108574474419635 +-0.8089780170224962 -0.40040145092417223 -0.21462517282136429 +-1.70007880449035 -1.582455060460707 1.0203227132345036 +-0.09726426295834598 1.2143726386442746 -4.475673774343536 +-1.4591993170362587 0.6772461491241182 -1.2520442993320924 +-1.579060059496275 0.668038955256435 -4.537902218048252 +-0.9005488415038599 0.7438965622949716 -1.5402691667777872 +1.459744002868486 -1.7935425981618276 -5.789432866890192 +1.023808226148576 -3.2295716142104474 -2.9726002421843294 +-0.13599085368818908 -1.0938442396408423 -1.8994103775722784 +0.494310275817459 -0.4430582682252432 -1.761092422258592 +-2.1312198277699563 1.2512540498276625 -0.7541995597539095 +-1.026048035133543 -3.183368972768742 1.7055435964900953 +-0.4964926842425953 0.4860808134786167 -2.14874367878494 +3.167060354413204 -5.385048769283541 -3.5437589222804937 +2.4373726750954177 -6.478399126714478 -1.69896746493057 +-2.755095861029351 1.492311090957113 -0.5013947331510867 +0.16782582019592623 -3.5312933794267782 -1.6825780855873655 +2.0761148180364497 -2.888367667151504 -4.479231247784198 +1.8312769537807052 -6.171406466020984 -0.4902728360476443 +-0.4307009484773904 -4.831432917876046 1.4776121921402732 +-0.179584357645584 -2.74774693590637 0.9607450450980062 +1.979331064341652 -1.1296451832216534 -3.816991705836814 +2.07917877762399 -4.863380536574727 -2.267111779504509 +-0.9998685413694177 -0.7253508160392015 -0.049613379438966154 +2.2763607663921883 -2.650968877762779 -3.1158352598691472 +-1.2947331521440455 1.833477608153569 -3.563174361233438 +-1.1557022645959543 -2.6335051516916117 1.079269226885041 +-1.0152163269137577 -4.358604932398163 1.8957608606192715 +-2.1714310839182662 1.6503089142549578 -1.5509598272381422 +-0.8421210519454944 -3.986508281445701 1.687677991588904 +1.9560159496162475 -3.0510011113799655 -3.163809367777949 +-1.0204567523159938 -4.120626497996546 2.0573829996439543 +-0.6282036503821651 -2.7586755094290365 0.46275767989059524 +1.4617684561429347 -3.06850223987866 -1.9166188166864129 +0.7685303107337471 -0.7455534762919609 -2.896961475913342 +0.3856755887990634 -2.4948700696776775 -2.1274235949103146 +-0.4926148193311236 -4.596487076853017 0.7110080300439361 +0.5547773747368491 -4.841917559932399 0.8434317169714322 +-3.410346352853254 0.973119036190339 -0.37332087702859773 +-0.12259918266047382 -4.707712813701442 0.5750114056260465 +0.3620115788407865 -2.3104623809095552 -2.174202438771063 +-0.6847771168863668 -2.3619937089707737 2.1050221758380094 +-0.23397848145786254 -1.6762963888750289 -0.9696335751850061 +-1.8358154746223352 -1.001531103040282 1.691024071966055 +2.2364965472194527 -3.14709089268035 -3.067057561390761 +-2.3976417524426408 3.820552365349381 -2.7061269019050775 +-1.2790945706897316 2.0377347779045185 -3.5728913121629766 +-0.6956599620645028 0.7756538810060252 -3.5470291702921783 +-0.9223820252519583 1.5662588914508788 -4.887609649242311 +-0.23153280150697214 -4.586120452071153 0.716160540160832 +3.5957612374658012 -4.631651814578842 -6.685997791027432 +-2.119016255263551 0.36806048592049073 -0.314257209827294 +1.7209232565514787 -2.495032130838444 -3.641257743032368 +-2.1766542873761834 0.17060331637322795 0.8139569020886368 +-2.0049603006777703 -1.5125663695952212 0.5913701108400505 +-1.5379037243660232 1.187188191033059 -0.9081720404930134 +2.5861231740466337 -5.523819993315415 -3.3314656373480953 +-0.3917852042634521 1.8559720539742406 -5.515192040025427 +2.3375815994633635 -3.3356846631318953 -5.580251522912987 +-1.9722804092917567 1.2532057842324646 -3.333886673512806 +-2.7729113758720754 0.27057616988700256 0.34276107729308586 +-1.1252814891544618 -2.4402339982453265 0.909331107064966 +2.3016489507786604 -4.531941354244094 -4.742747390006274 +-1.7634023308719489 -3.3334309719675885 1.5728731404305794 +2.5744038222469756 -4.04223675158636 -2.235623268897078 +0.8329342939932872 -1.7052940584539011 -2.0020577955976293 +-1.2258612725008726 0.766169591445899 -2.0048195620398372 +-1.8617686338807014 0.8467960489740531 -2.368114580552511 +-1.0296332556030823 -3.530281704144013 2.3593134510174623 +-2.0013969571582475 -0.10418309462235237 -0.0992357331321897 +-0.4591646857567371 -2.3110517362741096 -1.608448770050621 +2.9706235789396978 -5.132032567708554 -4.281791797084183 +0.3142306251634442 -1.6833211474533574 -1.758737593468645 +3.0608455103760894 -3.2836895667530768 -3.742219654910359 +-2.1230751561084737 -1.1688822429871852 0.965501621045569 +-1.1154449631464025 0.9763156263754174 -3.4348693702008646 +-0.4693819684755146 -1.7572204705518533 -1.1483483492976998 +-1.385155035475881 0.9627913404589115 -2.643373761826259 +1.5234365334720803 -2.5241582377951493 -1.155892366595686 +1.185987029391587 -2.132439173756837 -4.108991313452951 +-1.3607597945612102 -1.300012990771315 1.130321730704235 +-2.4044295533129576 2.984087502139115 -1.2468995131982754 +2.53491235293209 -3.6551198493379355 -2.667752176997799 +-1.9628205418593951 -4.431614398848472 1.7958018688461899 +-2.43508284128269 1.4982588809433466 -1.6449407325957193 +-2.248147226170655 2.7250520186536824 -2.8095645359360173 +-2.5676424629980046 3.5934697701675358 -2.062669821443226 +-1.4879889182786021 -3.246100721522178 2.808414196405176 +0.9077623573558368 -3.701305767933804 -0.49872104993794036 +1.8971587298949792 -3.22663570192736 -3.77212902589546 +2.104345348894511 -3.4747468957499894 -3.148993347773934 +-2.1713306461232715 1.1774126251590116 -2.4624490262515724 +-1.007773541062109 -3.2274624351986505 1.4942352329908704 +-0.9204095008666326 2.2788941668561575 -4.5455082719879325 +0.5252626024336382 -4.930576280441501 -2.5413614426009192 +1.648559831401369 -3.074113380369443 -4.433920981283428 +2.763526981190534 -5.511422810523333 -5.136905936964993 +1.916803544717112 -4.606809771512238 -2.2304102683482587 +-1.4435880994890187 2.1541971357580056 -3.6643325068659927 +-0.6179895032251704 -2.9208242636019963 0.5431436805871821 +0.5563845730762353 -3.931635700459285 0.32423875171481953 +-1.3283995748412771 -2.4576562907589725 1.1254912576295597 +1.5694709658301498 -2.3913946356544926 -5.401030206228422 +-1.4267341569190044 -4.036363935406586 2.551480943469185 +-0.8697012805319312 -3.0285509887818525 1.2271959737817488 +2.8212906415060175 -3.215915184285634 -3.1030120544212014 +1.216850829194671 1.6592784270058303 -8.068296985198174 +-2.748155116371339 1.3837171854538624 -1.5371759131408533 +1.8055923131632832 -2.3232511990888707 -4.37540390486762 +0.00836347635603596 -0.504292427286334 -3.3626400263357654 +2.3060091670070735 -3.5342081044730023 -4.005104226781004 +3.4889293705329134 -3.702721097664471 -5.7413363045697015 +1.3167636565831935 -2.7499223293694848 -2.3035024788602967 +0.8306036588259316 -3.5075957662518333 -1.215175550743638 +3.198165686131695 -4.717832864453633 -6.168497892810993 +-1.4435880994890187 2.1541971357580056 -3.6643325068659927 +-1.0508310706823385 2.192690989946508 -5.401024495217023 +-2.5373513189870716 0.862256500597983 -0.1176276053486429 +2.178438623284241 -4.508034029378506 -3.7814489043315795 +-0.5416904227138215 0.3665199835133472 -6.909817504078845 +2.490784290606494 -5.581612669953755 -3.703232569699953 +1.2186264187540183 -2.1629092819566353 -3.253814098292675 +3.5285805838849056 -5.467414833160216 -4.13588719149499 +0.027949115215765055 -3.66440511532891 1.635322051107444 +1.0931826948686074 -3.8363418649117893 -1.6155510561937683 +-0.794786565151538 -0.9841302236613432 -0.8112058424870866 +-0.9819010429031845 -1.999684265216937 0.9699134581354965 +-1.7847458821602238 1.5009983851504973 -0.7020663354868002 +3.0260027828513376 -4.034482490191455 -4.2056194849169755 +-1.6316770601179764 1.6741127326256646 -3.779339429973979 +-1.2930486967557826 -0.17371590674099774 -1.1819604705263098 +-0.19026568497682872 0.953647581843927 -5.509844093677592 +-1.3439829435469142 0.7089446822349568 -3.2580942580035543 +-1.6232119617871965 -2.552828992645601 1.8747798538072942 +-2.5697259653625153 -1.8008877485585 1.1688047864601694 +-1.1361840745090335 0.7262550890147397 -4.185932394289605 +-0.10114334006713777 -5.116754091376799 1.0448655722372868 +-0.5133322756702623 -4.554473535129557 1.2527539941889951 +3.639344207863303 -4.385858711277995 -5.139052338903862 +-1.2069384643954066 -3.134722431073461 1.2018642593798292 +2.4008646932881277 -3.3538590137455504 -3.377109542674385 +2.9535610527368608 -3.710313277162718 -4.371671858641581 +-1.510674537043149 1.2192640326473432 -2.4718870706779685 +-2.489195353674524 -0.18295901955484556 0.629374879541678 +2.8825716863899977 -5.553723546442706 -3.346340199953519 +-1.3629224994296618 -2.0037065830010605 1.5489262495242424 +-1.3513551891349385 1.467693071958875 -5.198237184974612 +-0.917148743561001 1.205162030426858 -3.850035253657935 +-1.8328272688887288 1.872747535840428 -2.9095225299432026 +1.282276591307853 -1.376223633816455 -5.540006059671162 +-1.6459198957283243 -1.7602346996347937 1.717645652345282 +-1.1635235914127102 1.124650052904967 -3.6180138977828094 +-0.7445444293575687 -2.797225646150592 2.2017677791725943 +-2.6610472181638727 1.19046900686581 -1.9355198736627748 +0.1954673315252682 -1.6832707260023732 -3.1010100095723496 +3.3036438709926736 -3.1394267802184403 -3.0979323689326552 +0.4510419640786048 -1.606520785155464 -2.3726756352876275 +3.633187567659945 -5.439896434290889 -5.150880337710112 +-0.6830386737756464 -3.7246208035289072 1.5795559879950953 +-2.1538737123901477 0.8186497268364279 -0.19960398906334303 +-2.753888816344608 1.7248539705471306 -1.7421282848355994 +3.6200133163160437 -5.744516134313499 -3.136673347833706 +2.2592168907455026 -2.589746836726864 -3.6426106992283938 +2.0016137045551896 -4.08760782469831 -1.9962060765246752 +1.2863581135188835 -4.558078234841747 0.5253431426845412 +-1.2789238595504424 -1.302092262619925 -2.294300672311962 +-0.09835168613680628 -3.6816073123706 0.271780403383075 +-1.7336699999960958 1.442288893548635 -0.5152069853347436 +1.4970459670888374 -3.5527880262639275 -1.2667454558726803 +-1.2199334524049863 1.2094935118221808 -2.337987981880226 +-0.4260216751698169 -1.3360779072796722 -0.3485834697466491 +1.480738230217121 -2.3800157677533753 -2.3096399087880175 +-0.3555022450200506 -4.2794756273979235 2.2441813149945995 +1.5185292806067792 -3.5331694020396966 -5.339755045842076 +0.020507816467066828 -5.351428433171505 1.170391962883743 +-0.7892747568416387 -0.07541422665897368 -3.6784222288780604 +-1.98748382397759 0.7625068117244298 -0.8205681717959004 +0.0666129311994733 0.5537095949245876 -4.8614206038977725 +2.181506565064275 -2.43150665319965 -3.5932347066082317 +2.3167865896311914 -3.817815049137465 -4.936044791036708 +-1.5454839272653595 1.4890724576365277 -4.473230169319741 +2.3656007653760174 -5.398120750550839 -3.24188159232513 +2.072934372057264 -4.643213550574832 -3.0498312276834048 +-0.8860552549480184 -2.938051079681283 1.5982885298275398 +3.021044802441031 -3.129681318959692 -5.9222894843876785 +0.9105919723487902 -2.606116109799779 -1.8364797568220597 +-1.0790692710535712 -3.9216753859596745 1.5321400550624784 +1.525351911966792 -4.534017003688 -3.478017428398094 +1.0091030772051768 0.08611337973408456 -3.600730002879933 +-0.5863603212788567 -2.4548764054465853 1.4824248192286484 +2.796971894543953 -5.270179773202583 -2.807656615268617 +-1.6203187856133028 -2.5023493627921067 1.684208962659304 +-0.8342428539298294 0.47823267730409186 -0.6179506790956009 +1.3204868293172531 -5.227873061937002 -0.601085829206641 +-1.6101966358275532 0.9549500377300422 -3.248956200146134 +0.708272702284665 -3.871557968322158 -1.03785143158925 +1.3961440839666788 -4.257477279756991 -2.550464562320015 +0.7030848345433454 -1.4429204068367747 -1.090395190382286 +3.3557012945168445 -1.3706521933959346 -6.705824562881514 +0.3662514389110232 -3.471853760843865 -0.9513451596471064 +1.316595400419758 -4.5791300862292985 -2.082990186869172 +-3.0517264642975563 0.8224856300395971 0.4833957909500825 +-1.0380483620421344 1.6471847063599325 -3.753646081528168 +-1.7342580312101143 -2.5162557418520706 1.7194220121562855 +2.0583788630517645 -3.9742990383350656 -4.633593015950836 +-1.228928068428045 -2.9893074510098208 2.1073104726809366 +-0.5937504102384865 0.7989345220122965 -2.725444967102493 +-0.47650301408215434 0.2382335216681311 -3.585869277545639 +0.607948107676932 -0.8669549948165056 -4.082660076898422 +2.0262895049664325 -2.580543838628444 -4.1546681391717915 +-1.8428710838811424 -2.1548980668840563 0.7182493829675223 +2.491278849049678 -5.330080337666909 -2.5468778651244977 +-1.5773965504943284 0.8189742276256529 -2.478342108550959 +-0.2266200265369293 -4.720932999069658 3.7362588913756123 +-0.8588829745224407 -2.2415105157515725 0.5589681199179456 +1.3130601706834815 -2.916418031801595 -2.9837745899010923 +-0.06370738059299885 0.37579774287513995 -5.290823452848801 +1.9300504674635852 -2.919450848084182 -4.387474695084201 +-1.241331545007821 1.707172076214884 -1.9339059469404813 +-0.2929882913964635 0.6984007166960313 -5.692925365483906 +1.82596203770179 -1.7735097588324553 -4.500258344609871 +1.84047964141104 -2.1408244688988867 -4.950799091525182 +1.3517340208389395 -2.7161208070433602 -2.849577387309361 +0.7795940673593742 -3.705001765779776 0.07602566401981242 +-1.3866314894752467 0.9337762473626658 -2.239430344650928 +0.3794794734707485 -4.585125725486166 1.0219123622751582 +2.4842915265947907 -3.5074237140021443 -3.5068744493266766 +2.534993431242164 -1.3573746761935084 -4.678243281254343 +2.16475444193859 -1.3215652304367163 -5.684782818706627 +1.5305207302217518 -1.9859125268777795 -4.403064244424514 +1.7695611882278492 -3.8841571291909056 -3.8761903081355387 +-1.4747532641658037 -2.922382436448156 -0.07806020480444543 +3.421178277850263 -2.2178583725335614 -7.720042781012495 +2.616424129781521 -2.5699178593415684 -3.8912618898655555 +-1.8343157249635482 -1.1024527950752134 0.9322802395733052 +2.653574192696645 -3.1315112063650283 -6.323559924107235 +-1.1774714571299059 -1.5639294801235153 0.9625252798435431 +-0.5670815042305877 -5.92199312178927 2.1246515998557176 +1.2501195478109932 -4.052053028748106 -1.2866164341200175 +0.6608589304112058 -2.9543472572047627 -0.09466851526892656 +-2.132045690748881 0.15060504847137263 -1.3638133413889275 +-1.3549173541471284 2.270971598201112 -4.312816966158052 +-0.7192755543145323 0.9834553240128843 -3.2489082785114958 +0.7376673042871293 -3.2966977703502582 -0.017876962793119455 +1.6417917302474743 -1.2591316140293891 -2.1407708230012212 +-2.498184010670241 0.07424513645395653 -0.601801866569707 +-1.1309205278558674 -0.3558149722962685 0.8254371289274527 +1.841962996559331 -2.415860408331274 -4.962852342590294 +1.7531932583784726 -0.9815217096603572 -3.88009759948112 +-1.113270281708036 1.479198388870802 -4.212999778647577 +1.2619439596176794 -3.1717613874457595 -1.7158383724762523 +-1.21514437147871 1.114278875159563 -2.5424091830698794 +-1.8680376979211568 -2.404173860114217 1.8644888041061283 +-1.0289811622106195 0.28440292363784886 -2.8634285375053223 +0.5257070818769688 -3.3337692048757845 -1.8920379040660797 +0.08606479506415735 -0.9647172005012181 -2.4535097840123274 +-0.8914102332390775 1.470406993852375 -3.9455785707681756 +3.1684459172708435 -4.8846021751162265 -5.280863448410846 +1.7171882531586717 -2.711686840461136 -3.811548320283562 +-0.7033413649326399 -3.4530178262189937 1.1610335129489344 +-1.0930054242355267 -2.703237481010028 1.3220895374376556 +2.8232749102780668 -3.645788052574082 -5.50371941440947 +3.675240449450273 -5.298733912904464 -3.3824597971770367 +0.9228282761719451 -1.096262977035885 -3.8960175093673457 +1.1316288097459228 -1.7933829452473107 -3.2325009825541318 +0.5216622908920991 0.9391299670558206 -4.9171616990518805 +-0.3773993977754131 1.4201997255583407 -3.7030720797030443 +-0.8268778366682557 1.3714375720668497 -4.550333819707218 +2.7960700918026644 -6.13751934227331 -2.8929733153174886 +-2.2401559729613236 2.1887078206386854 -2.1025212798635957 +-1.5258753875479083 2.3045411418780013 -4.252083694363867 +0.34541352433238737 -1.3048950516356064 -0.9696283348936406 +0.22544920791544215 -2.5618705714204824 -3.680225011608638 +-2.9654092827060756 0.1625527540086163 0.8146740492664925 +2.5408482310845786 -4.175459364314971 -2.929064358666388 +-1.7102377536777849 1.751367267129369 -4.4578720542807435 +-2.20235346481242 2.0974862186875827 -2.6143163142715062 +2.792674996879838 -3.56231173458212 -4.118306168183194 +-0.8554171038232491 -3.136975319335156 2.739882413654435 +1.5459751474447812 -2.5669848664364734 -2.789856185245209 +0.034319057420466204 -2.0132042060443682 -0.6138062223225474 +-1.2249797142091445 1.7740861626194073 -2.248870726655197 +-0.721375014403249 -5.1646447630625305 2.8414842669110327 +0.3832894572865935 -2.313766926173787 -0.7096763374840019 +-0.4335165758120805 -4.811115745982161 1.7372354956969012 +3.3375491318258863 -4.963191801238491 -3.516075807473943 +-1.2438553056393111 0.5646676155864061 -0.6783506448670173 +1.5775375068447455 -2.2631619323053576 -4.288346329294667 +2.184757126860714 -3.1191403433445464 -5.42924616751253 +-0.3662523748619914 0.5386348638988399 -5.296410674198735 +1.745127543788225 -2.561995376613311 -2.565775380702194 +3.8008063575409814 -4.179088579051731 -4.521028128077447 +2.068795306106449 -3.4608201909464213 -4.330855870907462 +1.8105475949008485 -0.9554352153674313 -5.739474194601623 +1.385292470583293 -1.2865031053779168 -4.944745486206399 +1.19779437392592 -0.6863000263297372 -2.2857681062427244 +-0.42184110085222326 -4.074485893681543 -0.17081528489694853 +-1.3092465433468143 0.9649785850402495 -2.3049986488680214 +-1.8978090618748589 -3.864520140886738 0.7689298196422224 +-0.25662236743029015 0.36399893088781793 -6.443407493996884 +-0.10952394260558618 0.4660922834588545 -3.0454433300569668 +-1.1524966909592171 -0.037223230672066565 -1.8764043763938854 +-0.9215567501152417 -4.534558860510494 2.3026520940856883 +-2.2328763106488934 1.6924760249993405 -2.4677137168438197 +2.430790492263407 -3.3756755150498665 -4.839248946503271 +-1.8875591507443843 0.15348983799898214 -2.336089842293241 +-1.6752455828234853 -3.7789463968282444 1.9303930718760252 +2.5725104426516205 -4.995633543253188 -2.4542249616463163 +1.4196148362118663 -1.122588147358627 -2.863970155061944 +1.18324856258888 -2.1048221531221016 -4.580103506815321 +0.6386085484967238 -1.1715071827245918 -5.827269838487186 +2.0425534143847663 -3.143761796296156 -4.543351156713915 +1.4029726173244292 -1.4590492993989783 -4.112279763028257 +-2.512348419838138 2.098534369786021 -1.7596166333230248 +-1.4610939166167467 0.5699871745642751 -0.9868357590305918 +-2.2158289200686374 -2.016058806036242 0.40873370452831087 +-0.5259770770195628 -2.3882910842674963 0.23951700043644913 +0.42666675998420295 -1.8173512269670353 -4.123216221255389 +-1.6333623044607855 -0.7841340060770525 1.6653623968342552 +2.116451054966638 -3.232903563226049 -3.426578015310931 +3.886152362007067E-4 -2.5194576656816503 -1.0658338025008998 +-0.8933279418239707 -0.09590327443698182 -1.4891642831465972 +-2.642988953481831 0.9106602199112976 -1.1457641522285797 +-1.5777831136223588 1.2275196489263007 -2.624207776244762 +-1.4792412701221809 -2.4866886853809826 2.0028421007526074 +-1.069639718078746 -3.8670639396953455 1.9042391284345828 +2.1362747552607777 -4.515406633003037 -2.216012041674563 +-0.08877595149315412 -3.5842505034173935 -1.784146409455069 +2.66112752658376 -4.308227207442635 -1.0816369351546677 +-0.6626636246040968 -2.639178926978143 1.6170266188197633 +2.745980475503952 -2.7168469193148135 -4.291688422873828 +2.799705035882525 -4.1596699464918485 -3.2112668579190733 +-1.1152381009314787 -2.390359462791943 2.0491396297926254 +0.16991396398772163 -3.5891731220395418 1.2524875226396046 +1.8795898678274745 -4.005563626192821 -5.152655018104154 +-0.8914102332390775 1.470406993852375 -3.9455785707681756 +-1.821262671130379 1.3570081039711126 -1.7773912083498247 +-1.5785563373620144 -4.456085596417368 1.768424225420855 +-2.838661259674904 1.555647669299455 -0.362752711493886 +2.63579067916912 -3.186747837809208 -5.360048334120404 +-2.6864348396335718 1.1306586618924674 -0.8138043500963748 +2.833307352414163 -4.703774722933392 -3.6680049217736808 +-0.014210689731629908 -5.132439819510149 1.6170683954688216 +-0.28570979143242603 -3.0279500833541366 1.7326345158009668 +-0.7360598334422331 -2.330099770833186 1.5399589885028704 +1.1910616959550786 -0.0687420639491731 -5.734328212035652 +-1.0232386672758653 1.2308521585168752 -3.868654520819938 +-1.0559804009038332 -0.9662616311602621 -0.7733123580922858 +-0.34196657687808996 1.5074751070041768 -4.014375890062308 +-1.1958280494098807 1.152647465453855 -3.3952845776502762 +-1.299911064885129 -3.84728902249948 1.4762354381533787 +3.9469656463578398 -5.267640159632622 -3.122883346390115 +2.4075515849792506 -2.4846941646393264 -5.773355862680116 +-1.9337109724125925 1.8048515995796763 -2.678316481849541 +-2.3010039041977013 1.190418680124385 -2.1821211166284895 +-1.198942912830552 -2.1721275049167588 1.458858270092054 +-1.9675388704845813 1.1186889069839425 -2.4710829648581116 +-1.069639718078746 -3.8670639396953455 1.9042391284345828 +-2.2784993662507693 2.178519091750799 -3.1160856889700783 +2.4327143795411574 -2.8726174039616432 -4.338310738700231 +-1.7054803814883615 1.1950982923091087 -2.170125658166522 +0.5735847283647841 -1.5324278281007973 -3.0640566564965717 +2.2938398876672226 -2.9243523070486734 -5.086576310966255 +-1.7263442262713737 1.4439044832998054 -4.7675462865670735 +1.206890415659932 -3.9075595834097365 -3.229282229911006 +-1.1788060810682934 -4.84770912481812 1.5846225452825715 +-0.1504470354806161 -3.087222029600378 1.8105380726865083 +3.666584380372748 -3.713290507880535 -3.43977587778529 +3.985419566304941 -5.484242214813787 -5.675102514700016 +3.716656539154622 -5.131589598315149 -3.4906832279251327 +1.704934689546046 -4.144473165346281 -1.390164968287744 +-0.7641163510682676 -3.2987682388282322 0.812653180931094 +-2.5361110340739828 1.0299763656358274 -0.3052243729660325 +-2.607976273266514 1.8799590850153796 -2.7473794834566703 +-0.2848772563650216 0.6506198738824267 -6.121662991951379 +-1.1657224799927073 -3.799009453201227 1.9280925333198466 +2.45307919456354 -2.2184682654524517 -4.715739958940651 +1.1920453399943716 -4.310005147226776 -1.8712869044498124 +-0.9602604701024406 1.6781215470289368 -4.328987355148883 +1.2133630766444494 -1.424980052785858 -5.539126337904566 +-0.968982897430428 -4.564433641389232 0.8674520255484223 +2.154333672894553 -4.19053221795034 -4.94698585141775 +-1.826928451270061 -3.933980762723997 1.868663443537161 +-1.6189737519318452 1.902902238060407 -2.7775912711441975 +1.4831688713178186 -5.525288108887776 -1.1785044312827344 +-0.32994697384975263 -0.49617378836312453 -2.4188195684725478 +1.4749888595949552 -2.2869261950813033 -4.512191953830879 +1.2257625782718768 -1.5219482670986828 -5.683056122504081 +1.8099016786220727 -1.7244910857077225 -2.3919358027406514 +2.068644716981984 -3.5256490596356076 -3.146615351334705 +-1.1874848027373501 -0.2774676085943848 -1.1049596627190266 +1.6190504964999068 -3.2394710467957393 -2.566248162344322 +2.6619246177011107 -1.7565384533163222 -5.380531457378771 +-0.9127019818653851 -3.654037855951235 2.2051823503458223 +-2.349540085602152 2.6854921919004364 -0.8554837917297355 +-1.4713121220755458 -2.224462493154677 0.7289726319942891 +1.6888145019901273 -1.6280973697294374 -3.596668706471813 +2.8991311290710486 -3.2592604554876923 -5.037878635336452 +1.2546183882196007 -3.1299327676147137 -3.081357862773402 +0.6132310733495961 -2.286815656754303 -4.536018213179939 +1.0694198808477715 0.09120630383957201 -7.019855710600541 +1.6168986436295432 -2.3517974039250915 -4.2323472903042445 +0.3977825304362218 -3.907553156678435 1.8065270531191042 +-0.9452466360901963 1.462478313304079 -4.561484004889044 +2.150338526713747 -2.3713811671041 -4.094499535376149 +-1.5579866997079728 1.1298572816874075 -3.1643618610672086 +-0.5318707882815469 0.11705458278771746 -3.5344512495315428 +3.2344577356022883 -5.023172084021948 -4.994385729305861 +-2.658057808702279 -0.6118043510819416 0.6953959985464138 +0.7674490710948121 -3.0340928350361582 -3.354205108929602 +1.0038013576829716 -1.9054288727514144 -2.7284277853731584 +-1.1657073689894801 -4.153630522026988 1.9102513473720817 +1.7845068490375013 -2.8742224203259283 -3.0698550134541223 +-2.4616235993228734 -0.5554854891317389 0.6842875620423436 +-0.8204615099101912 -3.1147910003751904 1.1467302936098904 +2.9671543456044756 -4.9960295882457535 -2.6712687817466434 +2.162043915630493 -3.054492360742001 -3.053968853019712 +2.005401316841497 -3.6344958584028983 -3.8417169613786553 +-1.1183028644036732 0.7155905964818448 -1.3805455591374178 +2.28049415817671 -1.3697752003483827 -4.488519850746664 +-0.8555295888330653 0.2997964671550865 -1.8815639150536223 +0.6490034326142763 -3.08377431917731 -2.3895295258260782 +0.34887308684681884 -2.928819598432767 -2.083095386918591 +-1.086592065891737 0.943603993976819 -4.313587887045185 +0.18918411751735392 -0.20901459366964364 -6.119075363799151 +3.0920241194669753 -3.753698880597488 -3.4752156705308876 +-0.428250989219364 0.2253931177880672 -2.988540331479777 +-1.098715964103034 -3.3270480679253978 1.7367612974479798 +-0.895133308164873 2.3769322450545514 -4.449166534523023 +-0.007753498167715922 -1.5788695739948215 -1.1694914109958843 +1.8338002370953788 -4.80236741533059 -2.4189722584458413 +-1.512167400761405 1.5903710691769222 -3.5020854251911433 +-1.63248969787639 -2.2467927027840457 0.6615127880516254 +0.5598031005151158 -2.905016710604782 -1.6264469856872699 +-2.2947610039843953 1.6196815902113055 -0.704600233594514 +0.33269726011490713 1.2958421461096554 -5.086149043383116 +1.8765602626632354 -0.579667584967828 -6.570487128131061 +-1.2137393607979774 -1.2937575638188121 0.3429704897211942 +0.10325067436545537 -2.8440539218863496 0.6057564282296728 +-1.8026998684502755 0.3894557682420536 -0.35036338044583926 +2.7013976646130198 -3.6726938265823272 -3.2272422624797827 +1.0665090766254135 -4.219423810559649 -2.463025422433962 +-1.333436768802132 1.931980989266287 -3.724931262998049 +-2.469498627489598 1.8805477682506555 -1.8114814436076887 +0.9664984672243755 -2.8651820045916763 -1.6368438496185769 +-1.2599036155305365 -4.409154315715294 3.0303751602890836 +0.027136268024960747 -1.2180886072802541 -1.8065586520172987 +-1.4185183561557182 -0.41874187809908586 0.23297928843707327 +-1.9610496852816082 0.1969683079189703 1.065176857750444 +2.2296787926293895 -3.8234799949100133 -3.340206524037542 +-3.147913945317141 1.7979352830325914 -1.2899126873407905 +3.6741135051376252 -5.0381806589744 -4.973162090020216 +3.229355336485363 -6.637700365900155 -5.1771983242593285 +2.9889346789797964 -2.5647666566050984 -5.23164466047262 +-1.1480670411896698 -2.18996101334537 1.455457769297062 +-0.5782491411822085 -0.23564984693193952 -0.8411094311805447 +-2.093533513674992 1.4914415903476808 -1.6503100945030795 diff --git a/src/test/resources/regression/dna.scale/predictions_L1R_L2LOSS_SVC_notRegularizedBias b/src/test/resources/regression/dna.scale/predictions_L1R_L2LOSS_SVC_notRegularizedBias new file mode 100644 index 0000000..86b2703 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L1R_L2LOSS_SVC_notRegularizedBias @@ -0,0 +1,1186 @@ +2.9712331165154926 -3.191998175532644 -5.448333803078926 +-0.980740077980074 -4.056048158124558 1.3747197146187362 +0.043375570280593356 -3.34698807230469 1.5015730841156616 +1.5741660180121098 -2.7116253512263047 -4.996521009556928 +2.4340159231081424 -2.9155356288583025 -4.426609481398862 +-1.928478232977217 1.3674844636494985 -1.9648367822838322 +2.0781891891914483 -4.988924926724204 -2.412227704091588 +-2.1114601133440676 -1.1637124206452163 1.4966212735864617 +0.7694925374185405 -0.8726738984162041 -2.89503758234999 +-0.8686555999476747 -0.024450075207073485 -1.9826427568311673 +-0.18792476359882215 -6.2016848806572895 2.1677487727684674 +2.0561720870312583 -2.6093285372466792 -3.7541087633432686 +1.7259558689239731 -3.081256561732106 -2.635573552600439 +4.258897004093304 -6.21033984430171 -4.946906695843068 +-1.515338994898644 1.7787762715103423 -5.38928140473856 +3.9304814441682203 -6.1003857805154285 -4.2726635356358615 +-0.9511870927655398 0.19351644877621177 -1.3526487830454583 +1.7052252549665505 -4.168497842852478 -3.383100182083159 +0.14960866714865054 -1.321567408497968 -0.9054604459304958 +-1.7175459720162374 -1.7275785276417577 1.0718417915368699 +-1.0091105961095719 -2.608171993311433 2.0598384729643726 +3.572860842153745 -3.7440586499935105 -5.297775708666867 +-0.8051190013293757 -0.5646256750422312 -0.021581501460349484 +-2.779393755994156 0.010560238120963572 1.5400383965103894 +2.109424762780626 -5.058753645998326 -3.5536841468903035 +3.1042542316261943 -4.080084379643569 -2.4765210913359486 +1.8035223902015898 -2.084249070918687 -3.7520466499367755 +-1.4659436119991762 -3.174097489964757 2.0447610545498125 +1.7252814060536596 -4.53791399670099 -2.1675672498156233 +3.134292620112998 -3.7216181463709423 -5.7061655660669715 +2.052063364058639 -3.6585498663004294 -1.5911716567316045 +-2.0984144585764906 0.3378135264276533 -0.21767125720412617 +0.6294467002237295 -3.7627035559914637 -0.922334012882975 +-1.9713481758349263 -4.722335368908533 2.196336971991083 +-1.6246849903677187 0.9447823910852579 -3.2146713941549856 +2.7804733269558657 -5.330903641601631 -2.3134283303057748 +1.930581116105941 -5.597063934611501 -1.2508468756097109 +0.44068796576449365 -0.3749468486222467 -3.2780353751353593 +1.4372163034035332 -4.6609933350851 -1.9659399999942007 +2.639932365720128 -2.366456025740205 -4.635029619103356 +0.11868093866887597 1.2155065075758542 -6.08509278136589 +-0.24519783972077713 -2.6956987223878235 -2.4838329715498726 +-0.5770569441283385 -3.0694620068809257 1.1703976018127558 +-2.155803817821867 1.740905738824173 -3.0041378989088243 +-1.916116816514594 0.2847409009433187 -1.900542079213404 +-1.89751125002446 -0.6322108763416264 0.45711271250700936 +-1.005049046380048 1.439186779392089 -3.8656096977553007 +-2.6160981827412666 -0.6014513595894476 1.7082453704478733 +0.856839896998504 -1.4606757689236418 -3.1501196863162853 +-3.000782323348846 -3.232761504979304 1.3599010258686979 +-3.0990607311461154 2.5158812747438457 -1.299121466063248 +-0.19350665304434922 1.3012035754328326 -6.635897392102426 +1.343668208806217 -4.391301791870967 0.007439693213730197 +2.008539178894366 -1.941786866670717 -5.039669908105466 +-1.577327527348587 1.1804930269929468 -1.3127112411504442 +-0.9107060062505069 1.2567807159842896 -2.591873188304128 +1.8039624700788015 -4.279464697781416 -2.3231181415927 +1.709365491489664 -2.752688347739896 -2.271352695053195 +2.3706044866272262 -4.132599453011021 -2.879266287922577 +-0.24554559943632992 -4.549684163662122 0.751636509672564 +-0.3644772127410716 -0.010180816986378738 -3.198277352464725 +2.784509771140455 -3.4476123643747907 -3.802233744234962 +2.2007998231144144 -2.2603184885909604 -3.9067178776793017 +0.4504743700858076 -2.6801956878901376 0.08257613613724793 +-2.01643017235042 -1.4959456937279678 1.0799437504374292 +2.216056022948513 -4.549568595765741 -2.5299059492455176 +1.3834669140945766 -1.1474116667853047 -3.1891331791753905 +0.3910379817296911 -2.739319022255311 -1.5247482757331652 +-2.195114462215895 1.6748135427808823 -2.823819493262176 +-0.26604125102388854 0.392715456010592 -3.3784979037340763 +2.3293620415021437 -3.711403119360271 -4.414767844188114 +1.4669819361273935 -2.581112332298637 -3.201614078138688 +1.8801814019266845 -3.694479684756836 -1.665458632544149 +1.220694464814438 -2.0867108776634105 -1.180600408839244 +4.10868115221336 -5.041859766613277 -3.353068198155363 +-2.502992012306955 1.7672066162711233 -1.2993781188249967 +1.0566703376203181 -0.6792324463699562 -3.471399389647561 +-1.0198465279909077 -1.829076698539566 0.7485015816789722 +-1.8464414299772027 1.3559362592792432 -1.1208991884439983 +-0.6234426208400351 2.6108285192821814 -5.873324236458601 +-0.6857122972218017 -1.606420148861658 0.431412534835101 +1.747461993860785 -3.693900845961646 -2.3154125186452 +1.0747496416444813 -2.94311596764264 -3.416393135506092 +-3.1504810688450635 -2.551809849902823 1.3782268604137473 +1.0215287091712868 -5.259668969550874 -2.847350514776077 +2.55099573377612 -3.987439464303138 -4.658618745098464 +-2.978228074105754 1.8794329910824676 -0.9119253677658149 +-1.6489659300042163 -1.2677169419126058 1.0910345319965316 +1.7730918816430075 -2.8076244950016416 -3.9143596596052936 +-0.4742670530822889 0.3237422257837087 -2.092118381197956 +-1.429362840336445 -3.920000382318278 2.263323719616262 +0.41135968001011214 -4.511909335843313 0.4239141888111262 +-0.22614457981652436 -0.4962121030708599 -2.8421777183197876 +1.1721192769502042 -1.5296688660792648 -3.795554465287673 +1.6416599365296771 -2.305501005054295 -4.454705868219461 +-0.6936466955128011 2.249857892686565 -4.555452207754526 +0.6600954062399386 -3.2878006130289124 -1.1196408254923602 +2.682146824733445 -3.5171507234725445 -4.586320532099754 +-0.5789082444481884 -3.350605023364321 0.8687450051383152 +-2.258524476009694 0.541271056620182 -0.8011193093684951 +3.13659885270018 -2.6957581203489003 -4.2024336723299625 +-0.23988588818678358 -4.724709642755124 1.6433381062042531 +0.48363835940387545 -3.2297199334928486 -0.9905711114880886 +1.1869626464924379 -3.8445182741775223 -0.9939789750941492 +-0.861023814936102 1.922442025144489 -5.810488066710214 +-0.40069713532733586 1.013007493162025 -4.6750509142473975 +-1.272397677485743 1.0322256145322126 -2.0331380476890795 +-1.6204678358616338 -2.4611557687100265 1.694983625748786 +3.172821460656326 -3.299218917531238 -3.319523083446955 +-0.8558159473533646 -2.3200606336492275 0.7734006080336684 +0.8434662770300939 -3.463610636472873 0.4839862096893406 +-2.139242121597136 2.4719861936693683 -3.4432153255701086 +2.8119393900575216 -4.429517768249604 -3.83653953884657 +1.3490613185402218 -3.780567114338038 -0.9943201109314044 +-0.6437615907702091 0.9891195925060433 -2.1931409944537594 +0.03104357626869949 -4.099343338767695 -0.7379737210899193 +0.09345618211676049 -2.081836887644366 -1.103881312603094 +-2.385435241357265 -0.706109320130934 1.0332620086320898 +1.618098994836584 -3.9506970340154974 -1.144709804074327 +0.2703136844496745 -1.9519345281079836 -3.0138600234079376 +-2.5977888309371373 0.4362532400664838 -1.3641708258872693 +-0.9718982949420533 -2.949645576884412 1.1081239346186005 +-2.1806943215507206 2.535338848693926 -3.2023043995425713 +-0.828586820682025 -4.879712659874935 1.8287919655201228 +-3.153766974485108 1.7753576853813695 -0.03424554902581764 +-1.8335493905225686 -1.1839751257982203 0.9516567015352362 +-0.16314354460122832 -4.524905918926577 -0.02863424703734907 +-2.4362584686440685 -0.2509552692907593 1.4626341093502944 +-1.2817825085331673 -2.1757498729740323 0.9117426619629487 +-2.0145964372854306 2.707105845182965 -3.6750446043862373 +0.5710787925535523 -5.251924593562035 -0.3730624674329475 +2.4877329833266977 -3.4760719344236883 -3.7192138990243806 +-0.19170705216270034 -2.2479776148491855 -0.3188558398195873 +-1.0139909216837542 -2.7444584146242894 1.1193695197636628 +-0.5120350458450477 0.5926313872901786 -3.695690098521928 +-1.3684295423781676 -2.6043798063986325 0.7233064137559854 +2.0392937776888904 -4.399740901685189 -2.252044146626027 +0.8543791176850454 -3.3083165819927713 -1.2229513447515317 +2.354463979766806 -1.616993299783093 -4.824411360362633 +0.9027992766636287 -3.927564123822669 -2.609800577466457 +-1.8616840798466678 -1.520308217474251 1.0602367314204757 +0.31140019776457983 -1.9368389143122187 -0.7049871187917396 +-2.015943970568696 -2.7021784119309276 1.9487430650581627 +3.8714469027805993 -5.499916126439969 -1.4976476465057396 +-0.9814065103300952 1.3654668454734873 -4.097470645391734 +-2.078396831440363 1.8912947513409137 -1.632860595736938 +-2.6338459695195704 1.9179260009070478 -1.8474303883004237 +2.944608473564258 -4.52162642482985 -3.7643541105525107 +-0.39946472168250424 0.6125502089773208 -3.9384815693092174 +-0.789068076680583 -1.0012668189180673 -0.6948454805429427 +1.9292925701518486 -3.5348602716587214 -5.928113479998171 +-1.451800740072238 1.3752006824503868 -2.5822838618850685 +2.221712462370253 -3.21727043566156 -4.963136732090446 +-0.7754669427715255 -2.097963272358222 -0.9133351134424847 +-1.3071514696387916 1.468298157938667 -1.547684036786404 +1.9097898048334851 -4.666755611012963 -1.4972237313435421 +-1.6428946257919737 -1.3046682319148317 1.1214418309639655 +-0.4696978683697439 0.3461590026260434 -3.197087701101133 +1.1224368164577934 -1.2604286541325824 -3.6497379122785896 +-0.3521351531219205 -4.240706084248273 2.188534768165433 +-0.4884692616696663 1.7787264170696169 -6.267823453906665 +-1.3173030361180251 -2.1201383222429016 0.9187495792221121 +2.24495189785838 -5.942829066474874 -1.0457479924881061 +1.7975559181510214 -2.375623840999506 -3.89709515567108 +-2.0901832902099597 -1.661932218384826 0.5646641563561265 +2.5907099996999032 -4.460135241010115 -3.073595023098401 +1.4144417711077226 -0.0803770389112935 -4.924805636974411 +-0.9594841516904294 -3.559105656170254 1.7264717177930415 +2.953302578703681 -4.514197782288112 -3.433752457753578 +1.8938763610321636 -4.120960088509113 -1.9564966135785946 +1.2698249153746566 -5.056327189473149 -2.1858857773840636 +-0.4497155228861738 -0.7401767161894682 -0.05145702668929966 +-1.8099628810340682 -2.0121363291343157 1.2709227570803685 +2.1718503227945996 -4.69315767446645 -1.7508055843731125 +2.7326240723088064 -3.230880507309329 -3.448462599379758 +-1.5610513406905355 1.554671806893733 -2.7384166867036512 +0.9439791312801719 -2.362497620913809 -0.2221112371529884 +1.6066803369227103 -3.6581772170493507 -2.0156170760200105 +2.3117675520457865 -3.1725543709641704 -3.6524082217328107 +0.3291619007812388 -2.993892877906072 -0.3073561327132577 +-1.256508619561564 -1.5774107808528348 0.754656433632524 +-0.3683227345594379 1.1986283240170583 -5.28159607826899 +-1.3733014529778502 0.7268576606411842 -2.123741324364408 +1.272114044313268 -4.007490970285872 -2.351513936330297 +0.9762020554331141 -2.969487943926764 -2.280975272317091 +0.5101749337471332 -0.29404977571047725 -2.2059176943583507 +0.6100178666228545 -3.9655160485091048 -0.3244413053271358 +-1.6080916622036927 1.0145888145915505 -2.031737780979481 +-1.2092434070222482 -1.9024060899225317 0.526657210344728 +-0.1681563646811926 1.3316111863926112 -5.622674361543533 +-0.12838420161340797 -1.7071417488700225 -0.15815295255859135 +-0.8128457591253714 -0.4946046394441308 -2.144658670883207 +2.0043693531266364 -1.8069509830826522 -5.254907001218172 +-2.338392821979698 1.6310534853354905 -0.2993229375826042 +-1.2430802951470754 2.133199009689543 -1.4833077108697033 +2.2270795059929838 -2.4366201312668885 -2.628959641680477 +0.022208586405404643 -4.225927757855246 -0.004735359431380953 +-1.7945142036988244 1.3685092403579584 -2.3689126433895416 +3.0659405354223415 -4.8698631387209135 -5.64776735464095 +3.068089422026751 -3.7160499307876993 -4.63978367391045 +2.412928822797879 -3.120032198371272 -2.871629141263829 +0.9079641338812152 -2.244757426850508 -1.5625791492626522 +-0.6692798387529918 -1.0042638442968816 -0.2585829545953262 +-1.7346217252688978 2.6164831951792147 -2.049995828515263 +-1.3982826011807403 2.329687092266786 -2.1516846870175264 +-0.34291570231855606 -0.04995857475265886 -1.148686049614834 +-1.155567881503692 -2.434671359694432 -0.7718695070449291 +1.8758061297756594 -2.2814297931817897 -4.165176749656256 +-0.6917465303366035 1.8536459146629878 -3.147059874968543 +2.654662774447465 -3.559444762675857 -2.3817622472247715 +2.079797053814107 -3.7628165136340135 -3.079525022764203 +-1.3834073537032099 -1.6427003375631712 2.0113340661774073 +-1.8213180937381814 1.417736466103947 -1.4963348040783477 +0.1199267038997111 -2.5285941864988803 -1.8113763419811753 +2.0422507970435415 -2.3911636637996074 -4.3923689294595745 +2.0885855653761234 -2.3940557263519198 -4.1722262209543 +1.4721989138762863 -0.2890439877648494 -7.215648895274137 +-1.7868649585718988 1.3996110110052298 -1.4833897397565872 +-1.545245745425826 -2.1076191777566295 1.2230089134202018 +-0.15223790951099903 -2.1467495660310676 -0.8609185310372295 +2.1268030441145407 -3.1714407882934306 -2.1812963835997308 +2.5279103355192687 -2.9834409461054863 -3.5839741134924616 +-2.148160426426105 -0.26848346422746794 -0.02911130295986633 +2.899085560214867 -5.0145537514195695 -2.9753148559302365 +2.9436074357161353 -5.4207411411488255 -4.56443551796964 +2.1975238033974205 -3.850962236987519 -3.354617875356747 +-0.8105910742996398 1.6494398667158077 -4.426778517936008 +-0.026690086427691884 -0.7243708638749294 -2.705343386812609 +1.002644183503356 -2.7372477518850236 -1.6579994437514252 +3.1442898191442588 -3.0906513523994006 -5.399304190169198 +-1.2501997026828193 0.47135026460462714 -1.9932283677900273 +1.326289357258642 -3.9494333316470085 -1.8178581908827351 +1.1848424759170493 -0.7209312341038795 -3.5176763184264854 +2.178105245231949 -5.049017967172089 -1.6503392730633688 +2.2826856507784727 -2.0077435295495514 -3.9343117534679717 +-1.6817951426742623 1.6327882466801236 -2.019000888447789 +-0.817299379392645 1.2485356653269006 -2.3684900178049975 +-1.1119589892352917 -3.2567349436193616 1.8681493049688003 +-2.359725033381924 1.4874764306636985 -0.6921162992488985 +-1.2856989607380218 1.7996353538650056 -3.594577200004164 +1.7132499540281747 -1.4435710518833167 -3.621729492323848 +1.0774262703237703 -1.1970207024776642 -3.0037475798745787 +-0.9034587977262927 -3.3486623831306694 0.46288785423210654 +-3.107096190835264 -3.0901939244041317 1.4559541097685733 +-0.8523655433775693 -2.9043401741792496 0.9318562338419738 +-1.5590743656238242 0.5771119257901159 -1.0575038842094218 +3.1339392069968297 -4.0196336652391675 -3.507270764769651 +3.1926848479573313 -5.637499230024726 -2.8551925356854198 +0.9120611803324157 -3.2221717558631173 -0.2623134585335991 +-0.9644485443595118 -2.5184363645120316 1.147580064355809 +0.9371392081013834 -2.2729004325328224 -1.0255989049630734 +1.1412592384130116 -4.030084742199508 -2.101512789130651 +-0.3180861993338843 -2.8880418654477804 -2.536340187856947 +-0.7094101739507234 -2.7430361236404908 1.77986752059897 +-1.8758815329737826 1.4812930066910064 -2.1424521885474372 +3.9461864700713387 -5.087450672597289 -6.541335008378113 +-2.185092044033399 -1.6907820165288459 0.8855475209390964 +-1.7753156372434529 -1.127172788743875 0.9148801162931501 +2.3202877812056046 -2.191358791733182 -3.452672260258621 +-2.203236732437879 -2.1394868569736727 0.4532527381806558 +2.410495169513314 -3.533859329202778 -6.106231184283716 +0.17058987674488912 0.7266887980222702 -4.153923612148597 +-2.5101777179943956 1.442524659579293 -2.1530360494476035 +2.5721688223953354 -6.271470075756103 -4.159071845409024 +-2.1236838793730684 -1.2053789939348736 0.9352463861309552 +-2.0702401402066495 2.7584859119131346 -2.539738377392666 +-2.363503339114122 1.3715254745280867 -0.4924169522050964 +-0.7997001877877769 1.7262785422288158 -4.4071166074377555 +-0.2312253205385294 0.33667024289576064 -6.178618355215694 +1.778674261326081 -2.2660960128941263 -3.695746659245199 +-1.2832540734379712 1.4783871893457627 -1.2250543926280353 +1.719882385915716 -1.6462007615174832 -3.327145555616696 +2.1806719995699404 -3.8303608341088307 -4.940227244301064 +2.83461747962537 -5.1630846938510935 -2.833085774479264 +-0.10986557347740271 0.4465934676287667 -2.925335368330169 +-1.5795687683216244 -2.075007790768535 2.1728383318117843 +3.213227177862999 -5.1981429687487175 -4.24160711346926 +1.5230604633231444 -3.3719537322853004 -2.4305747909251982 +-1.3686647640904563 -1.7019855107633206 0.46177970602982477 +-0.9962554563159686 -1.6219882496659728 0.25039686249526816 +2.3704803042382663 -2.6081425947796695 -5.874855821038916 +-1.7746833949099177 1.6064421841472813 -1.765794809578168 +-3.0325586418452204 0.8041257002144334 0.3001507671130613 +-0.7316582891549626 -3.347885477477484 1.7314624615360399 +-0.7171292541871364 -2.681762652031161 2.213721065590153 +1.0801454259042647 -3.034222030397817 -1.2570459024137381 +1.0406768301062328 -2.475929244302337 -1.6149467803983295 +-2.240667569987787 1.2149168260029137 -1.4517347156618199 +1.1349962747860776 -2.5822042839704067 -3.8619715499086724 +2.1233818079779407 -4.753715163428156 -0.42312884939257644 +-1.9713282469076148 1.2876819800842312 -3.192183146461932 +1.6873445766139432 -5.414396421684154 -1.4365489959010214 +3.9803427964422764 -4.553147752032181 -3.201935403294678 +-1.4259880344052116 -4.414140157198708 1.0976746450924466 +3.362439553687285 -4.577415292459383 -4.875613916023972 +1.5337535614861844 -2.3055819099635984 -2.59971116310616 +-0.2926019766424695 1.3698738211297803 -3.8310890373722692 +2.312506666224816 -5.031002291006228 -3.592727475212173 +1.9473956145654405 -5.303474629719246 -2.250777784378133 +2.0406893707746563 -3.0272897010634643 -1.9385163540167436 +-0.5357063253137534 -2.294688269214595 -0.0647112181786672 +2.4997127153396113 -2.4134427734042894 -4.293949203698544 +1.7166874277866395 -1.650326348062471 -5.451623297375887 +1.12871870958348 -0.436281671290093 -4.335422379518833 +-0.9263406567796327 -3.7510447996813854 1.7024111294718487 +-2.378156740718566 0.7581345597609656 -0.9133194390114783 +-0.4706742958923198 -1.1529780756162844 -0.6578732411693187 +1.8205762263764398 -1.2546820800502547 -3.96784238800656 +-0.6778281980746771 -3.499969340351109 2.0124018258690466 +-1.806303286287364 -2.635356637710668 2.081260697753509 +1.7815495066892326 -3.211648994662196 -4.867966032809975 +-1.6728456168187649 -0.16079183614255954 0.4029478345840284 +0.15542027301542322 -2.570652958975747 -1.63877259694866 +1.3029644843647477 -3.5932908397131285 -1.0439861998895528 +-0.2998560405225323 0.6295667102919863 -3.715977434843561 +-0.2885863132487319 -2.129132377696508 -0.6673456616216237 +3.258512055868398 -4.535849109637682 -4.507652228710432 +-0.3654644361389505 0.4950886527025836 -5.250708139952515 +-1.256508619561564 -1.5774107808528348 0.754656433632524 +-0.431517816010793 -2.6397279528997792 0.4933682098311778 +-1.04305496821262 -3.1789502120860744 0.772212698349984 +-0.4696978683697439 0.3461590026260434 -3.197087701101133 +-0.6927868932390717 -3.9231161401376435 1.6059756654071238 +2.5707559960097766 -3.55232799065711 -2.9472966663409346 +-1.6018909095682305 0.36451117333723615 -1.4003693425780919 +1.139256428992962 -1.2260189467656166 -4.636547795149225 +-0.7568226685526435 -4.50784951039333 2.9650597215295655 +-2.153951583336936 1.5603489565123825 -1.8485228129816957 +2.129991286118136 -2.6818495283220716 -2.624397521758029 +-1.4584074293769689 0.5748379953811443 -0.9793695660126164 +-1.6843779576812967 0.7171046979858328 0.2194857812330037 +-0.2850797060268798 1.5596978356933748 -4.499953811504075 +-2.1460784076958124 -0.6115434825468458 0.38069680360579516 +-1.08398089075723 -4.025925914270335 2.0166327125905874 +-0.266917146432719 -3.4846923836762302 0.9840699791954817 +2.255148035249625 -2.170285287628978 -3.0710358726518927 +0.45066830713931894 -1.7257268378710169 -3.1162856671514008 +1.203736932220944 1.658230983562048 -6.472378082661555 +2.359733235843253 -1.8333490142025273 -4.719187210614154 +-0.3521351531219205 -4.240706084248273 2.188534768165433 +0.5851703851796186 -2.041819797735265 -0.9274952671631396 +-1.2430802951470754 2.133199009689543 -1.4833077108697033 +2.2504307435858806 -3.42583351300588 -4.118961795966832 +0.8844099415774231 -2.159818773059878 -1.8864871206568365 +-0.08664846612686579 -0.8695180579699315 -1.3366677931232762 +-1.578535185442992 0.4969326540637279 -1.9006833653144077 +-0.08627629984185177 0.233597216135235 -3.291348809664994 +-0.8062185282872916 -2.848452092830744 1.6097901124253164 +0.7514858013190563 -4.5986240710779525 -0.4971113541706743 +1.4835218416678548 -2.4441201017412193 -3.991190673830327 +-1.5714736446323432 -3.1298087203476173 1.0553188625170462 +2.219312100496611 -5.500169287629299 -1.858975687630288 +1.0637155596174932 -2.8790923500541314 -2.928017546679882 +-2.3468929139519523 1.737735078438098 -2.727123332490388 +0.09378631671649154 0.8718876236983687 -4.853975106634391 +-0.6420472986973537 0.7629991108243982 -5.678989461786416 +-0.5751613915935518 2.288129124674394 -4.258992376860047 +-2.7457156668233527 0.31130236310907355 0.28147994873955096 +-0.7002285974578814 -1.4593830132281895 0.35314216097296713 +2.12681664889349 -1.3656787528325984 -6.797315144560607 +-2.658669420584312 1.6477616271368674 -1.9184467423003195 +2.403978302297109 -4.088270531950429 -4.685341220747921 +-1.9873735069660492 1.2705790113972242 -1.4666620946490678 +-1.2221842020081146 0.8634367218246438 -1.4012493691584929 +0.9119981851809178 -2.5774194035257403 -1.9462388687505032 +-1.4461954293989812 -1.8348051827384588 1.1270620217187906 +4.371338641273968 -5.850180193787182 -3.2787699041563614 +0.43579136413008224 -3.5676465445554126 -0.9153161357773367 +-1.4630889436652743 -2.3772643329737386 0.6288713615238916 +-1.658852336506761 1.2701820922676705 -0.6135130548015488 +-2.078396831440363 1.8912947513409137 -1.632860595736938 +3.2156771440741543 -5.7092951486326236 -2.1168031895081594 +3.6838395335548437 -5.478750793506477 -3.7931124516466834 +2.612802349430685 -1.3412152995434585 -6.75784447144192 +2.5785667881697525 -4.875035115925191 -3.361969686390714 +1.9664802499781135 -3.7310459783203367 -2.29507174597622 +0.5711053951558963 -4.797041817041092 -0.8186313773733533 +-0.3101638436560628 1.2854242986203412 -5.334632460485571 +-2.2636427293162984 1.3199414701707828 -0.9172643938843614 +3.582607767297568 -4.7426542051264775 -5.408652266419194 +2.5600318595072302 -1.4181765345392918 -5.835179530854085 +1.410264934205713 -3.8351774516959893 -0.7642663948276618 +-1.9613541959954752 1.36720492087129 -1.6748046008991406 +1.9675084849766857 -4.687472986461305 -1.8413487361093999 +1.7715342882517864 -4.072674742142217 -2.4228623998592083 +1.8658499360525989 -4.690557159606165 -3.175301517376559 +-2.7895141539528074 -1.5393461678928464 0.47817021082590194 +2.2159818414694428 -2.0437052968445926 -5.293465090106796 +-0.10736262651336086 -4.178134791207552 -0.5359347996532754 +1.0752287140990926 -1.7211071252861494 -4.704112902440981 +-1.5645954605981156 0.9919209384477284 -1.1990416560220858 +-1.3538581209992182 -4.828967762659695 1.912366409515518 +-0.906469930636705 -2.1201963610134804 -0.4425950933152696 +1.4773185630506094 -2.7706648865037193 -2.9708680557532685 +-0.7839880044464446 -2.9661108699784475 1.8538445857369727 +2.408169563948067 -2.915176897700212 -6.710755565324496 +0.14757651481795545 -1.147360243562523 -2.4899121432654554 +1.4461522273481164 -5.018280525562728 0.6194430546111837 +3.0349431692118514 -5.038329164683595 -2.950050542332079 +-1.0671024469655215 -1.0185307475495047 0.47886586304239476 +-0.24917977196912522 -1.696750785456692 -1.5097130458598602 +1.8753298435992631 -2.5250911838778847 -4.5971444487979065 +0.7861482050999532 -3.7329271281532383 -0.4704199912071142 +0.31262413471708184 -2.9402499056090883 -1.383316100799994 +-0.6733242999976334 -3.483364901393571 0.9379854178898872 +-1.3286412111480361 1.6864173444065935 -3.6648072475166655 +1.8507029856354091 -3.0280942776832056 -3.066917726108307 +2.2689964358905925 -3.5442095488586878 -1.9927077923048084 +-1.419319296215451 -2.1438672950615323 0.8207008338680668 +-1.478873777785124 -0.2413427994445303 0.7765324478060389 +1.5285089071622306 -3.5415794796439486 -3.1708200214272972 +-1.2110332833919522 0.5174012360339708 -0.9145803075332661 +0.42191381709538206 -2.438970998311956 -1.5927734213698737 +-0.5791248385494518 -2.854977601273706 1.3698742211000967 +1.4811828446955626 -0.5928685748326853 -5.389723079612573 +-2.1952054821297065 -1.980854727999961 1.738326248365221 +2.137436911579542 -5.188031394394185 -2.8210884082695284 +0.5434136800675337 -2.988210174215729 -3.5172138113128817 +-1.1762053685509357 0.834835491916032 -2.5728658387759564 +0.7837203122074874 -1.6881281338560599 -1.2203601486236886 +1.3656208475865266 -3.961240341010371 -1.9382169733309993 +1.9134481223314501 -1.8385756989551845 -1.7645921347391398 +-2.0231488338703763 -2.7534765095255858 0.5696416137632621 +-0.9095552124575568 1.0069812510955898 -2.5464353773350985 +-1.6478738435357367 -0.39020248297825666 0.9383161726058176 +3.60728649087637 -3.194666037206075 -5.958084500010786 +-2.556985430465773 1.78123788145191 -1.9131818465294077 +-0.8200428959800158 0.20810758234741533 -2.1585935045233056 +-1.019113915347686 1.3043960889364707 -3.805121138924062 +2.318249976932474 -2.345943222351399 -5.186026377651871 +-2.240066192753738 -1.1356961651786337 0.93513478064101 +3.2712462513049876 -4.551858757487646 -6.690986849175302 +-1.4983450592125944 -2.024233433461229 1.0094470680984318 +-1.7527996058625477 0.9379274240928644 -1.3439136887144334 +-2.1711188373769104 1.5184913714722006 -1.5343582975183663 +0.8404100297444164 -3.2309387232652464 -0.4785645011365668 +-1.3206727845161397 1.746215484317919 -3.008352520320764 +1.9794326328543872 -3.057389683729392 -3.6815751651920547 +-1.4524047934918125 1.821950894562797 -3.6924643978352667 +-1.7522016647454903 0.9082888728980686 -1.0677739790827974 +1.7695503986544205 -1.759457882088689 -3.783252071274106 +-2.0121471191586804 1.2109229796579042 -2.824550471477767 +3.180216653454647 -5.102559922733161 -5.141425433615216 +-1.1811762806489985 1.3234469250939225 -2.634895050214019 +-2.9125730748054637 2.5771479828811525 -1.4359031891439678 +4.68186542425607 -5.045515779919859 -5.60237174725814 +2.2585659528229285 -3.613704976018445 -3.0113217068785096 +-1.14338339383775 1.3461016614932833 -3.330921219165552 +1.9908905927796001 -3.5184848455289406 -4.08319363611987 +-1.109822828977984 -1.6537770267544327 1.3449594920951236 +-0.15506876561006222 -3.7140591797230336 1.821843041658855 +-1.1342319243835075 -4.1682581754736585 1.1496004484855595 +-2.4800117799608117 1.6848313068095147 -2.0615265750218548 +2.475888424488562 -2.4329759923285583 -3.387045112329131 +2.3156047757693603 -2.702625362512135 -2.9833320157852707 +0.6456462495676373 -4.6874803663599796 0.6621438248848106 +2.41429572416954 -3.44479018022824 -4.464978100913025 +1.4694357538662035 -3.8639658988355094 -1.3479786242118736 +3.545373381377053 -2.8666758017041847 -2.2043407865300013 +2.638423745725581 -5.346362961792746 -1.1565452597164596 +-2.148428781314348 -1.8156121457367718 0.21789671966280763 +2.7029682261609302 -3.1686008097178866 -3.871636527211896 +1.257580024601338 -2.603540966944893 -2.859815403264353 +1.1540179919784612 -5.172091708188862 -0.18062020824995811 +-1.4261137046601005 -1.9578065395346433 1.2025807234729935 +2.4849187573387965 -1.8177123398058344 -3.30733298629641 +-2.44435257294219 1.6404555616088627 -2.143848015496015 +-1.7746833949099177 1.6064421841472813 -1.765794809578168 +-0.9263406567796327 -3.7510447996813854 1.7024111294718487 +0.6291550821989381 0.02907704782517495 -3.4224741833831898 +-2.287248495193799 2.557876574727938 -4.311195926390947 +-2.28073593093673 1.5895557748234204 -1.1595333049555618 +-1.9756927887159346 0.3205206644143731 -1.4579164635698865 +-2.938449106080865 -0.6149831932347286 2.6031979386731314 +0.97440959670882 -1.9196383595315027 -1.8882113306416901 +0.4184966540415782 -3.2458507128738354 -0.4284334018691971 +2.2562388034022 -2.4899190865641447 -5.4581506418700645 +-0.8983822584065451 0.9980451096974606 -2.566595505429343 +1.8139168217066381 -1.3316304972786934 -5.878542490331077 +-0.6937334705737411 -0.9282773654999102 -0.6832155348328313 +2.065805815381303 -3.035038566765331 -2.123445189816532 +-1.1598511702163745 -2.6551589883130466 1.4495396858869918 +0.7279771142214206 -2.1261443221898793 -1.4857753044179078 +-0.05001660696887704 -2.4747019517125164 -1.6534767298886166 +2.6534857570977577 -3.88550159028701 -3.950640034251147 +-1.956334486823746 1.105096163445864 -1.73901035847292 +-2.558886527009744 0.8507077132832302 -1.3520335125856735 +-0.6700191095292259 0.9310078378503629 -2.866633320757662 +2.519769692783867 -4.507525846471833 -2.469382595911242 +2.4719482510789526 -3.8387756669729596 -4.115960375474181 +3.312478877085904 -2.953898478192064 -5.592406289797758 +-0.6361288708698043 -3.9296280832947588 2.283733806947594 +-1.3451598154289868 -2.24965323309384 1.9853635092690896 +-0.6566671070717522 -3.3749967460574157 1.5998011988628777 +-0.33068733366991154 -0.3748585769581241 -1.4589730064367215 +-1.1560266432612378 -2.0940026383914123 1.7965840495046321 +-1.7434952404617026 -1.3067778769135652 0.2613012672974918 +-1.5113981934336478 0.026998382511769503 -2.3041973006718917 +-1.9791803459156199 -2.586944828830967 1.4401240501648511 +1.7441931009283307 -2.4188393612173327 -2.790469172150806 +1.4139060547386102 -4.088355786522904 -1.849862219210799 +0.5062481390091667 -4.167664241827897 -1.1772560377694172 +-0.6192348121839818 -3.6141955827931236 3.0388262745711185 +0.6591934635931059 -1.451528904046858 -2.740647232714162 +2.793811887765935 -6.677286921119143 -2.157821027229093 +0.2709365553103968 -2.5268168545129863 0.38070350930392594 +1.7733566284930111 -1.5677155607425681 -2.498058509018304 +2.3356616604540004 -4.418052895840546 -3.0650689464877217 +2.017565181002108 -0.34658219142576924 -7.241733739260875 +2.1183950252924224 -4.461873697415668 -3.3807941392023193 +2.2569064897648974 -3.761761347746974 -2.528437600550313 +-0.9081411940592929 2.0518419616326886 -4.4363959618092546 +1.7485058550278065 -5.073109933853241 -4.18428489312855 +-2.264821153138264 2.47486791277129 -2.280722815339527 +1.4860453128624203 -4.052583779989312 -2.83068434036829 +3.254271470288275 -2.3610715902214006 -3.8016097740097625 +0.5383573798683311 -2.450016915791194 -1.4943063004588264 +1.3524951528595368 -1.9966456837279858 -4.874491848477432 +-1.8657911226279045 -1.5292310523599992 0.7563254742798505 +5.054989302145925 -4.57763651788981 -6.74584799631842 +-1.7139654650080367 0.902064373798238 -1.0313292959041167 +-1.9700178741410619 -3.0938554212754035 0.9222855409730515 +-1.2848255654154601 0.9678389088284262 -2.6308467790812164 +3.5768934008338777 -3.5042239282176952 -6.068830171510992 +-2.2985530359930206 2.0169503642024487 -2.78959675550562 +2.4190024926388114 -3.833219408879893 -2.8665229956978306 +-0.9561749461524037 -1.8938698666080023 0.6891953302889512 +1.6000064103492804 -3.6361897406931325 -2.5771019836507643 +-1.626428565336482 -1.3891827443628535 1.2685638609903411 +1.8644812551026373 -2.113520193978718 -3.2410670066055647 +2.515547217479759 -4.409483685723054 -3.7995682403963267 +-1.746833636780025 0.9280840974062162 -2.181934074451688 +1.0554917779318438 -3.540145849961233 -2.1746983762071554 +1.8704566842401864 -5.122904363005205 -2.702171382256176 +-1.1084975817323022 -5.1167857929569385 1.9856054334941722 +-0.6225922574949905 1.7985885862281572 -3.8217925292281985 +-0.10042907049081932 -3.1458120587068494 0.7221489589034914 +0.6957453735943564 -5.701794259691165 2.3525638951462424 +1.585164785693425 -1.4382027842821326 -4.178107495039614 +-2.9738524995130478 2.3659340695421123 -0.5951701618761326 +1.8050973194130435 -2.0897293457445634 -4.399931720544584 +-2.661570544716466 1.8477181391743276 -1.2326521811552398 +1.6654182035721845 -4.614001931726001 -0.24763135772769998 +0.30998218837379266 -4.6906889573287875 1.5043040596401394 +2.01481577227602 -4.736030847498687 -2.0536297058507498 +-1.109822828977984 -1.6537770267544327 1.3449594920951236 +-1.1256481735060988 0.15746796832666127 -1.7264305170400929 +1.3301915462284628 -2.8967540494707973 -4.533125185806459 +1.9116871025907043 -1.7717811773295145 -4.36050772832733 +-1.7517307418539934 -0.12449471826790287 0.22154929018795436 +0.932217071641687 -2.525122805702056 -3.7528991503948697 +2.575401373723698 -4.3325960265206 -4.969433938512316 +3.5145833358315017 -3.9235394259943317 -4.3330567735398535 +0.8144324307864409 -1.3734321703134684 -4.362955168516722 +-2.42060030186011 -1.8871517931633122 1.1463099637444774 +-2.9327926716300765 1.4853521399248297 -0.9016662923917496 +2.180920470366532 -1.1343360402912475 -4.779951215574094 +3.2434510783037624 -5.259052497716583 -3.1898729514800053 +-2.77353388209142 0.8155099770854936 -0.13486961268823214 +1.24757296164727 -1.5615329575939474 -2.5360227374615416 +1.3121866373049378 -0.8105673249627647 -1.7110542202223036 +-0.9240968398288795 1.3344583406503392 -0.8982851743065277 +0.043375570280593356 -3.34698807230469 1.5015730841156616 +-0.9414220418562061 1.5162717648623931 -4.294242087971311 +1.508894925983603 -2.113411095931135 -3.623383205006168 +-0.7759904786583491 -2.4812283331266034 1.1202707358636503 +1.560456538969434 -4.029926537209718 -2.491817867435199 +-2.505231439089212 0.7423352704170686 -0.5064385252225845 +2.435387159533104 -3.430395971894326 -5.176033976559331 +-0.8409251126520042 -6.634728013908963 2.551300343219752 +-0.9048789799236291 -3.0639550425540723 1.5030522632860808 +1.592102631697787 -3.214346347252953 -1.0347744297600636 +-0.3737412209621999 -1.4286365742540053 -0.6738420646018319 +-1.256508619561564 -1.5774107808528348 0.754656433632524 +0.6812461208335482 -3.014703402621924 -0.33416390719407174 +-0.09479698714662867 0.13755133329604102 -1.6590336838508255 +1.0430022466061541 -3.949035719425923 -0.024929499307266928 +-2.240066192753738 -1.1356961651786337 0.93513478064101 +-2.074107222025377 -2.4115828903223218 1.966287527944531 +2.1098087187132784 -3.9703040447486155 -4.30857913797387 +-1.2581120276995144 -1.658068050843358 0.945837018034805 +1.5418574378010854 -4.729474518332706 -0.9219842871968686 +2.1571109980135192 -3.937646539198489 -5.120742188796006 +1.5441277111058218 -3.9129636182036296 -0.5175522102107173 +2.112429703580786 -4.688377433186544 -1.7173013941690627 +-2.3408521186353415 0.3935234312274122 -0.34797633365788055 +0.7391957257181934 0.08925769042283915 -5.166348231801919 +-2.3453564065141492 0.45000311044993613 -1.2311585607047257 +2.166684135925151 -6.2615219254664165 -4.555217216543086 +0.4732806379478044 0.7949542689474015 -4.268705179382949 +1.3882920523698947 -2.8212855119999305 -3.1296738793726355 +1.8328742252039794 -3.804709087253559 -1.616157797251133 +-1.0830119667975784 -3.479260911469348 2.5763706694236554 +-0.7778236027406403 -6.660172397083401 2.585061757404119 +-1.1908954073977984 1.5197213724955598 -3.0916687412002606 +-1.3844176392117984 0.32876284367354225 -2.316181417935436 +-1.4484565310886957 -0.5211374909159827 0.40535149210142185 +2.258201760186677 -5.0952186789285125 -0.712341243758846 +2.9930581335479918 -2.531532290906244 -5.778630861775351 +-2.208807948208757 -0.5950505909061836 1.1774753556550108 +-0.645574256017674 1.0339037245684093 -2.6615365368308894 +-1.084690576117411 -2.892521381089968 1.4602662392821764 +1.9528373608435206 -3.726948347548298 -3.2556257611010753 +0.522180795716156 -2.432814898816659 -0.41507900424830413 +1.2603435076747422 0.25171390352308365 -5.770250239021057 +3.450564952491109 -4.115924239369574 -4.507267626756596 +1.8290143821398646 -3.0865139965030246 -3.4704072575468654 +-1.1432637140917594 -2.164967822937491 1.000665290734741 +1.2007450576651681 -3.013647118519506 -3.021253388460526 +-0.9188860554110335 2.316154638979859 -4.368514565225327 +2.7112210514154333 -3.903656617962924 -3.1493535188813557 +-0.4658545192668698 -1.1893129714006023 -3.0509610880553266 +3.0223524605408296 -2.0411890738273906 -4.415168470779035 +0.6385684825056696 1.6988442691030023 -7.5727531181355605 +1.6619706836860346 -2.80804941187789 -2.3589897422217407 +-0.6621919308875456 1.1626908969691985 -3.3582957851392936 +1.436757638383729 -2.2339067085563404 -4.769454847078757 +-2.383033263178364 1.8071953193198897 -2.3646052943049884 +3.410018079108523 -5.690100079775391 -3.244055386995943 +2.2243042801651933 -3.221827639029753 -4.0299876422206635 +-0.9933387049008423 0.9989049855275797 -4.127912061787327 +3.073517567669334 -4.119462975137833 -4.177549418252969 +-1.7545803874765122 2.098368560185126 -2.5862949083251254 +0.8907214967381146 -2.4283686643084375 -2.842671922965224 +1.4989621311440422 -2.8200811294775456 -1.1388546437485458 +-1.6204678358616338 -2.4611557687100265 1.694983625748786 +-0.5472255888166572 -3.3812299936660617 1.9036330079746615 +0.2951370580074711 -1.0422726515567895 -3.270005292780699 +1.158030949806732 -3.7686793921697723 -2.2501403855733244 +1.1913847842033052 -2.6927906055273176 -4.902849913813346 +2.9515299767666257 -2.7488359459588367 -5.296948096007912 +0.082224885862548 -0.7949795347156565 -2.9326556410677505 +-1.019113915347686 1.3043960889364707 -3.805121138924062 +0.09329967315042287 -3.762421461076459 0.42211327659436937 +0.33420639506057415 -2.6693181082260264 -3.3987626727354585 +1.2121148782651596 -2.981965258238449 -3.0870173877395466 +-1.3071465508824696 -0.30014786808269367 -0.7530706763288154 +-0.7531109511100756 0.7238361955765448 -3.011931067283024 +1.1114946356860935 0.9984720508659007 -6.599313669662667 +0.39917478925837035 -2.39533882543977 -2.600407972446964 +-0.9958749919168176 -3.6247125133236726 0.9517342286413013 +2.6736235583296657 -4.380262328598241 -1.203950895871419 +2.551488701809881 -3.123790822896652 -4.304212337318251 +-2.0349368330675093 0.27365097490328405 -0.37104090231599784 +2.3587526703174104 -5.867945769209862 -1.569174836716854 +-1.7400271055974432 -3.1189244292983287 2.706807181581953 +-0.4375630663268605 -3.69812156039006 0.6987300713122192 +2.143730557331501 -4.870664327617204 -4.452426049765064 +0.550231203623898 -3.8462909251800563 0.2848383897152593 +-1.609743585049558 2.253739351455057 -2.509909246090143 +1.372080594975869 -0.7612682997312014 -4.784200364103772 +3.572459695101666 -5.995070414214722 -5.108640357322733 +4.121926250122532 -5.727819071499769 -3.5782810018447497 +2.759434394276178 -5.9013001688101765 -0.6564976562918471 +-1.442027143404065 1.695227811103584 -2.4834536645359 +-1.9770133118210673 1.999572130144791 -1.5770731891973884 +1.812378285508753 -1.2042235470401241 -3.582243683762601 +2.5773377972400042 -4.476767799870134 -3.119097467833814 +-2.3370900109089336 0.6678956686386693 -0.4385678685111578 +1.7086199949969647 -0.9159655126102849 -4.363851275068348 +0.8638333669708518 -2.965749734328899 -2.097708191270874 +0.013029377768566289 -2.92246256505939 -0.1810502662415659 +1.730613230483277 -4.9325663649650995 0.03885546535546938 +0.895722858031303 -3.3185754055619308 -2.9913201683128903 +2.01256089889791 -2.6406894963512677 -3.934550835698984 +-0.7206974387574406 -4.728080984620467 1.101074633720563 +0.48902360432037956 -1.4721323546914071 -2.6113063588406566 +2.7481574612213047 -3.762551554223125 -2.237400246058622 +0.3822824886469954 -3.1489269345501967 0.4813852431928871 +2.4313123483114243 -3.385507935660907 -3.2493793110900047 +0.9130940750374217 -2.52468036116878 -1.7065483748570134 +2.151427151375476 -4.046892748682452 -1.905876918384772 +-0.9154688988491945 -0.6933657258766143 -0.7372787050797897 +3.13092528201247 -3.3797147632811613 -5.62465549937495 +-1.4752265265573503 -2.817035384446091 -0.07945818440802671 +3.367562799732688 -4.293021780686287 -4.361765874684666 +0.22077565909575658 -4.494576184545155 1.3452480901012212 +-0.9867790814012766 1.6327088122275084 -3.778987736447074 +1.6836246857579216 -5.737377231062671 -1.2019975165809944 +-1.5198076005704295 1.798230296878808 -3.481466857812767 +-0.8954709315762434 -4.986893302554517 2.2005665092821616 +3.2267349923438364 -4.8265435800081535 -2.3379914884456627 +3.517129955071264 -4.382597833050677 -4.32871209564383 +1.8858483817499319 -6.246977368029461 -1.444461073418843 +1.0191460837792437 -1.4328931587891605 -2.3770612220223817 +2.359685628119294 -5.39319229589905 -1.4833244649821473 +1.2093291913904292 -2.225293275778904 -3.4950984249202333 +-0.4437060309192391 -3.186691276542617 0.5888634657987255 +-1.3281813808853948 1.2047953022778053 -3.838825285300452 +2.442206975873777 -5.650442360207143 -1.6168847051739637 +-1.04761525517141 -1.2559628829676455 -1.2459270802469065 +1.3175818128234689 -1.001907793815674 -5.246239226385628 +-1.84123331424607 -2.9800118941448175 1.9946418843553944 +-1.690870532773233 -1.5735059230115422 1.8014480479515416 +-2.057776346340243 -2.144640360126829 1.1308691723560338 +3.294565048653039 -3.799319049158523 -7.432047055572796 +0.5850103252729973 -1.4187448458376295 -2.5177928446664466 +1.6018213013764497 -3.825244007678054 -0.9226340338774989 +1.36441271443442 -4.859115291191494 -3.864150306781666 +2.1620354390736676 -3.1819539582144927 -2.925787729142698 +-1.5161015203787813 -2.0176855691737465 1.2565231514334743 +0.32871221193947026 -0.8203584369638461 0.19691397913079908 +-0.8318928072221693 1.71469968444669 -5.225103081921181 +-0.5006849198698979 0.8690409210894442 -4.524142534093058 +-2.1301893600228365 1.5010818662768046 -1.593021978187322 +2.093867931632777 -2.2274745858366716 -4.809078546916866 +-2.506272407513833 -0.07582674376517967 -0.4552062987958858 +2.0217928780040246 -3.695213509868238 -3.520150961336551 +3.395392482583184 -3.087821560235462 -5.787975564875951 +2.1397313621039373 -4.742569717896093 -5.170604100621712 +3.1713287145109526 -4.401197431061724 -2.5285869741625575 +-1.6526772402735244 2.316420664159664 -2.8349910014913324 +0.8444477926040391 -3.060978301364997 -3.0660534705339164 +0.9113705897405894 -3.2872991466429045 -2.5260914094478144 +-1.0627859495005771 -3.637772864464724 1.4285325473655253 +2.099664590699691 -2.7199354220018703 -4.066927198186323 +2.156063792479278 -5.764498158034712 -3.0160743384133677 +0.2313324901486873 -3.4872532034257273 -0.6801675098919423 +-2.3431965496675713 1.3253044961241538 -1.981453160128252 +3.9221411263515154 -5.289357582872444 -4.692016220604722 +1.4423286457290592 -2.809415297121005 -2.3035394997123895 +-1.871161317706646 1.6137940957387147 -1.1820273727591049 +-1.109822828977984 -1.6537770267544327 1.3449594920951236 +-0.5686963070613762 -3.360717670495193 1.431219227155544 +0.8274860383877742 -3.699571296130754 0.1502979547260019 +1.7733006289925424 -2.2768565223437944 -4.4616060569360485 +-1.5418304687544788 1.4424659606178571 -2.753492768662905 +2.5082067415658873 -5.231107653731598 -2.893055025954024 +-1.2581817298717421 -2.2632562367706437 1.3335240530027717 +-0.8049508385047717 -0.4739899670406963 -0.15805252902415465 +-1.7022760834446242 -1.6303874364150994 0.9080689698719338 +-0.09773782821690559 1.2569841759636717 -4.248955519416089 +-1.4605826745500776 0.7085212209431976 -1.3360809350281497 +-1.58070388762911 0.6591573511556249 -4.097219686548625 +-0.9016265825177171 0.6927232006020082 -1.4304525941534252 +1.4544516118478958 -1.759309590495839 -5.667621579357235 +1.0267192488662018 -3.06773253127161 -2.5649989849197294 +-0.13801949028270827 -1.0546912786184612 -1.9141353840692947 +0.4959332137200761 -0.357624969945593 -1.7199239606870411 +-2.1294119105203526 1.2031311896073946 -0.60699395881832 +-1.0239946736633005 -3.099889916133266 1.7446324424164996 +-0.497396344571427 0.3726423569135563 -2.1392985685993997 +3.1643802283891285 -5.252928353760431 -3.4663318756557193 +2.4396888477752374 -6.1984654109669775 -1.5126222350040404 +-2.7548622919166634 1.4021236269331707 -0.7418327271225322 +0.1668066331569077 -3.497775949658077 -1.6134514612150064 +2.077197765558041 -2.721864820888057 -4.379042875816694 +1.8310823414450577 -6.105842270405354 -0.6221523909315533 +-0.43459976649644716 -4.650544080302579 1.3823705220818105 +-0.1783065374916586 -2.710665626590861 0.9361538910551264 +1.9808068238940526 -0.9740592730196237 -3.7195207328040785 +2.078342386405815 -4.693031481982114 -2.0859157464368097 +-1.0009383387019093 -0.7973454433136664 0.03792028210598833 +2.2798634412635983 -2.481780288351708 -3.0612361351480253 +-1.2952692757449815 1.7465573971416077 -3.730779765046333 +-1.15566669652453 -2.583230812082882 0.9913838677364699 +-1.018172839479613 -4.3679748326173256 1.8168722083716098 +-2.1711188373769104 1.5184913714722006 -1.5343582975183663 +-0.8412153541137802 -3.951712208928749 1.6828985488550237 +1.9584230065753825 -2.9525310153078235 -2.965808472759484 +-1.0221540372147915 -4.145428881734478 1.9029684682614945 +-0.6270463703684165 -2.611899662079692 0.42815497704010785 +1.460814818618207 -3.114637167292965 -1.8943508363815769 +0.7703378440996161 -0.6170180130644125 -2.414399907674277 +0.3858420060137596 -2.4564303853192215 -1.8990088456592542 +-0.49319484938826086 -4.4405164472044385 0.5452056239199455 +0.5541670010072979 -4.8438935199004565 0.7229858538061086 +-3.4111456365138486 0.9553587047131168 -0.32313390195926817 +-0.12467046253027626 -4.767982307062931 0.4878419736653503 +0.36272534348695085 -2.2060986433954377 -2.180173458077805 +-0.6842111680297989 -2.426639467622754 1.8858922610308464 +-0.233865760201885 -1.6407994185423806 -0.9702134165693094 +-1.83545237283573 -0.9961404067298473 1.7101866808381458 +2.2383510734292194 -2.922174737434313 -2.8723301978217357 +-2.3947638584954305 3.685441885787148 -2.8631612067279986 +-1.2760616896868102 2.0668863989024477 -3.5103898166427308 +-0.6954526823888452 0.8435251663715256 -3.548688717309948 +-0.9260336659614062 1.5067020689342407 -4.748300800079964 +-0.23232537972988182 -4.513832055560438 0.5791989461492961 +3.5962194142541755 -4.5592899906034035 -6.37624561916946 +-2.117055689077637 0.3164643691326011 -0.3016591968135764 +1.7256674096964533 -2.418162807438677 -3.465993102707969 +-2.178863215363692 0.17990384272961868 0.8481367558639972 +-2.0020255222097076 -1.5214568511176156 0.5542632025152635 +-1.5370818603642205 1.1389085740614902 -0.9357423248662726 +2.584546642948116 -5.3385210047156875 -3.3727670367792375 +-0.3887142352831304 1.8224009314254257 -5.443720162313106 +2.338524553802171 -3.2394105381132356 -5.2389314738302835 +-1.9713282469076148 1.2876819800842312 -3.192183146461932 +-2.775251415732995 0.21311756528179038 0.25608380938271513 +-1.1231731224585333 -2.369631800602418 0.9784600500914753 +2.300840458600169 -4.457347453054984 -4.565405198804739 +-1.762055283955513 -3.3431205114989084 1.4097020508763844 +2.572925165209422 -3.946733707863459 -2.291068211388429 +0.836067219533239 -1.7522348381360437 -1.9813916128287643 +-1.227959555822426 0.7814877099889485 -1.8773528721679844 +-1.8587733960907575 0.8529187330199021 -2.3510258988140516 +-1.0284116804790815 -3.5441991066106104 2.341269093654485 +-2.00237688913059 -0.04389961919909563 0.08799079492375336 +-0.45563743241460164 -2.172443950940502 -1.5834241367180708 +2.968918739282997 -5.000495902471001 -4.162752222861468 +0.3184903713403246 -1.7061148976745044 -1.6790797520767033 +3.060917803202011 -3.104687529244828 -3.6350356133305843 +-2.1236838793730684 -1.2053789939348736 0.9352463861309552 +-1.1141098622504613 0.9616789900536996 -3.3482505386789145 +-0.4653249560494658 -1.5986151363621564 -1.1872570976643804 +-1.3874851936747774 0.9874846727247787 -2.4269944273092827 +1.5208957470871842 -2.4812218051572694 -1.3373195569388237 +1.1837955761829693 -2.1229761735021544 -3.9608360174521695 +-1.3610064055936362 -1.4177231104298929 0.9511571877377312 +-2.4010653245058635 2.973983264145329 -1.2977427347046466 +2.537815497039325 -3.5580351635452994 -2.4389001417435563 +-1.9631924385812527 -4.354538528871336 1.7473460528458566 +-2.4335691656037737 1.4960121451556656 -1.4740043908340439 +-2.246676389593567 2.5935351806285056 -2.803071194237747 +-2.567325727292494 3.443853551601182 -2.2484299187413352 +-1.486466020235871 -3.2274587091833005 2.777996005153359 +0.9095172577432228 -3.5820273499256907 -0.7723515690486593 +1.896847476446913 -3.1021659318400707 -3.7087186982278912 +2.1032650007510005 -3.381406261874898 -3.1311143571334705 +-2.174193107142899 1.2181744750105659 -2.357689861863746 +-1.0080827726166985 -3.230794939258964 1.5190402289432337 +-0.9188860554110335 2.316154638979859 -4.368514565225327 +0.5243888154885178 -4.805980719643676 -2.3276683121682367 +1.6481605375402797 -2.940414152099435 -4.150981993117803 +2.7612113459479755 -5.348794224268829 -5.008209009531882 +1.9150654860280854 -4.536467880086345 -2.0367073383123406 +-1.4425150893616154 2.068783469299757 -3.6132884500332385 +-0.6176308995545041 -2.9735657950537826 0.6192421972733173 +0.5572839593960752 -3.8526078057985957 0.17475097623004596 +-1.3290477114902064 -2.418366086223324 1.03517028398684 +1.5694509361388422 -2.328089833719331 -5.2211371988226745 +-1.424188475908895 -3.9798182977928733 2.347097741218801 +-0.8692146124638693 -3.038339052068674 1.0306368019414853 +2.8245800548028255 -3.0205659529250024 -2.8242151763642753 +1.2147989873709844 1.7296497679758231 -7.746478955636329 +-2.747627758861395 1.3430587256294038 -1.5223479804627167 +1.8041256011468103 -2.198101755817853 -4.31602004079685 +0.005478192709909624 -0.49611354668538027 -2.955326939052729 +2.304275401534502 -3.442812298263874 -3.773569135159279 +3.490037077466859 -3.666364073665071 -5.8565373515108075 +1.3154667901192472 -2.675476572105915 -2.2908035701171685 +0.831632751092079 -3.3652337397818872 -1.0076453493724418 +3.1967271740720427 -4.6814246897022045 -6.178766085462482 +-1.4425150893616154 2.068783469299757 -3.6132884500332385 +-1.0514887734514826 2.139369413081361 -5.3110307986543654 +-2.537239133517017 0.8282011245901867 -0.18126633275166115 +2.1755295714623157 -4.416888890164295 -3.8093625352766147 +-0.5445133261725245 0.338411608887771 -6.641674796595568 +2.4923522391382056 -5.44048483010037 -3.440125039410208 +1.2228154525757131 -2.1993397688588856 -2.9722791825067394 +3.5248401625142125 -5.362234066603267 -3.8860513271234827 +0.026625646181400134 -3.5935096623196032 1.3607721231702226 +1.0877267434818596 -3.752628951718577 -1.6680598706219676 +-0.79036726140573 -0.998437922788582 -0.6387752340725511 +-0.9837446284686687 -1.90662814072659 0.9224549544345149 +-1.7853855275304178 1.4719253874213014 -0.6473536571471501 +3.0237817267734775 -3.9569803874675102 -3.9672591436289806 +-1.629290934646374 1.6732451050616173 -3.650274784128106 +-1.293944558243068 -0.09873908739044351 -1.2066572062453471 +-0.18958111676224404 0.8859830054087691 -5.2236891192090775 +-1.347224370606379 0.6671568749900391 -3.2503353585383588 +-1.6191015436671012 -2.5204370191808456 1.8194490300593809 +-2.5719547447475533 -1.7155114681256562 1.1929584659479613 +-1.1379416688722206 0.6875105491981138 -4.22894741917952 +-0.10333515792557184 -4.972869154432645 1.0310976023530334 +-0.5177769319392466 -4.609665802768246 1.1321719470216205 +3.6397830361486863 -4.366077554601154 -4.764282000288152 +-1.2054497812384957 -3.181964278779964 1.106581541195062 +2.401592622911773 -3.3468658153553594 -3.2544790668603594 +2.953101958191677 -3.686794324555295 -4.320857912175863 +-1.5133028767307728 1.1289574947928314 -2.142815104673198 +-2.488713905164595 -0.2860858094015449 0.6516684572522866 +2.880658657675028 -5.481639169720578 -2.9889212536558647 +-1.363962074257861 -1.937687957434358 1.316502189965268 +-1.3539414556120375 1.4792923746519326 -4.972090388399834 +-0.9176798388371822 1.1623348158746287 -3.6061230941056373 +-1.8344416577558547 1.8503876688563539 -2.6518654762492866 +1.279592457282309 -1.3205753072089297 -5.246452605018008 +-1.6470981864822352 -1.6682692584789538 1.4810789409986025 +-1.1622793617696012 1.018637277120471 -3.373063374945124 +-0.7463612005926208 -2.791791546636153 1.981990700647155 +-2.6615497918407445 1.1111757240923699 -1.9289934502035533 +0.19492205905726795 -1.6954722993455142 -2.9326541592014057 +3.3065699699536695 -3.1075758947542367 -3.2778268204548007 +0.4519671902861061 -1.5105019055950404 -2.4131498311793056 +3.6283145249249364 -5.241279348153814 -5.181391035081729 +-0.6824103295184984 -3.7298729274230276 1.3686784464902104 +-2.154118696466131 0.7971511644252008 -0.22080731891955457 +-2.7560187829788174 1.7993067647295722 -1.6231587829170877 +3.618862961815711 -5.547788959836688 -3.248867632213123 +2.2614868343701615 -2.5272491593701627 -3.2525637883239504 +2.0063405915215937 -4.064143924475831 -1.970809684907757 +1.2869051421219078 -4.432903456916538 0.4079096877903169 +-1.2778002417263374 -1.2868297687791719 -1.981163018947931 +-0.09727234317931681 -3.495289389141629 0.5630704480306424 +-1.729928390594223 1.454353078333762 -0.5941099807065188 +1.500466004391667 -3.443071477928532 -0.9087854444018625 +-1.2198877589925912 1.238017569928561 -2.3200409094686596 +-0.4282315593510627 -1.3848630549459529 -0.39437989815804014 +1.481537552533593 -2.448611647276342 -2.404222274955725 +-0.3521351531219205 -4.240706084248273 2.188534768165433 +1.5201425352099538 -3.531816113044167 -5.034476649564546 +0.023396385361334746 -5.228721342413817 1.1471547164385194 +-0.7898081615481004 -0.2253464783136882 -3.297345928909248 +-1.982403216898741 0.7042881040311603 -0.831061846429872 +0.06730392076609351 0.519378631726645 -4.724744439921994 +2.1816942038879468 -2.260803065613393 -3.5955872827681112 +2.3153123222126553 -3.6975595808865886 -4.635505456163766 +-1.544660893806846 1.5246738285876624 -4.3331337339496665 +2.367388653120129 -5.3646649912063396 -3.204588352961017 +2.069755105310118 -4.522096069637071 -2.90010109420431 +-0.8837015380853186 -2.8774555323628026 1.5083116541200141 +3.0216959577965365 -2.959958033097621 -5.945584002939165 +0.9130940750374217 -2.52468036116878 -1.7065483748570134 +-1.0801948593626638 -3.7656365367382567 1.4245609584863888 +1.524382385076935 -4.447888553080737 -3.32967463132653 +1.0105638852973176 0.029960658362179482 -3.5898002886967673 +-0.5836719098290208 -2.3412015335283174 1.276485618973284 +2.7959966542853483 -5.2363090721642545 -2.51783159885969 +-1.6204678358616338 -2.4611557687100265 1.694983625748786 +-0.8333313607205423 0.4542652842818439 -0.6393857479193534 +1.3209598245406247 -5.183885041582479 -0.6238986496057288 +-1.612397875987661 1.0622361960524822 -3.0505329610989604 +0.7060524817343917 -3.718791703234936 -0.887091255396876 +1.3915475373840243 -4.138879381024338 -2.4629149077421513 +0.7049663778207556 -1.3595531568822539 -1.054410277504317 +3.356294362764449 -1.36974087536775 -6.403117807543552 +0.36743470378235055 -3.2928544341425394 -0.889407511900158 +1.3133114938413024 -4.433219215194671 -2.2649462878072635 +-3.0506964040156106 0.6658408932080514 0.48689146498358293 +-1.0381016067796176 1.6220077098244423 -3.5484300302804765 +-1.7342542954428717 -2.5107301054329247 1.557699746367634 +2.0550092428170075 -3.8917706722258205 -4.499888700938829 +-1.2335380190108285 -3.0376654880735066 2.0519601476221916 +-0.5913808430750089 0.8279496213743592 -2.5463667279099997 +-0.4777814612705099 0.16726155515189634 -3.2947885485040342 +0.6075567183694885 -0.9494134988258159 -4.016265034598567 +2.028359558604841 -2.515133238589705 -3.8339966963412624 +-1.8420085609563759 -2.1644537377456845 0.7245028028520122 +2.4908992988688348 -5.123789196403355 -2.521813564149695 +-1.5790222929754494 0.7220110642197396 -2.4632281588572864 +-0.2234846669311018 -4.624996054478707 3.404263797028733 +-0.8588856666925608 -2.2996479649415154 0.6400613660717026 +1.3102576917281343 -2.8653860383554925 -2.8749550857091157 +-0.06308223749341883 0.5044961832930658 -5.044015422449739 +1.928483330489184 -2.86933981793962 -4.2033224133593015 +-1.2406778792504236 1.6558271550028065 -1.8741974276324675 +-0.2920183890332241 0.6408549107072351 -5.615481640142421 +1.824861016164734 -1.7900751007604687 -4.403604685501096 +1.8390720462627899 -2.148250924188329 -4.691358000066836 +1.3470320690005082 -2.5670249210195553 -2.9021678545119403 +0.7829312959698873 -3.5904942849892323 0.1598294253797213 +-1.3865420699754865 0.9607547600034095 -1.992597649362504 +0.3798331239715054 -4.639039475730811 0.999043671100101 +2.4836494054965645 -3.452046924024062 -3.5086507068688686 +2.5353840840280575 -1.41386811049734 -4.304726494305079 +2.168297033764449 -1.3147586076734024 -5.37707226650706 +1.5313501017846174 -1.8967099371685778 -4.3307568238273415 +1.7646351976485288 -3.8536413349615963 -3.798734478862578 +-1.4752265265573503 -2.817035384446091 -0.07945818440802671 +3.4221650712777842 -1.9920713323040382 -7.4426266625364725 +2.6200379413866943 -2.5063005421243085 -3.732877452578206 +-1.8335493905225686 -1.1839751257982203 0.9516567015352362 +2.652949769133328 -3.0271699956192175 -6.14998917472062 +-1.175453286355635 -1.5473125300357955 0.8803951154917025 +-0.5680394334525514 -5.714535883140723 2.052492363746649 +1.2530393023152522 -3.9181605199123544 -1.3172931072834337 +0.6596011880344228 -2.851008526432101 -0.1966821044175456 +-2.1314131257791775 0.2515495932054791 -1.2207564369114465 +-1.3562356400884654 2.2243463034186757 -4.137708649597817 +-0.7153974184183415 0.9987168436593016 -3.1199818055753283 +0.7381298072983499 -3.23363442931778 0.1359326499374711 +1.6430687579878878 -1.284326201609582 -2.1954546102355916 +-2.5034899503624533 0.06453205385561822 -0.5763991914431247 +-1.1298343417864387 -0.3000146565356017 0.5656811976711389 +1.8434470878465345 -2.392961978530734 -4.985300721813026 +1.7522453346295281 -0.8610999670797148 -3.8737103891516527 +-1.1151970260439736 1.4598580347762873 -3.9118757542883356 +1.2639804973613125 -3.0888795607365056 -1.5468271445747033 +-1.2167837533715957 1.0723413697361415 -2.4938843423062402 +-1.8694336786043704 -2.4562063230620135 1.7618719704366825 +-1.0322573961770567 0.31927536346077 -2.806606503107109 +0.5258894522037267 -3.2922791949552486 -1.7045308463255389 +0.08350203245147475 -0.9357007246525937 -2.500314369794834 +-0.8924703306124668 1.4891408216681614 -3.695321604179473 +3.1695805640959316 -4.728285990864123 -4.792588046626267 +1.7190771269923262 -2.641060928663707 -3.4382098335968867 +-0.7014376441180522 -3.496549219673592 1.2023117079973265 +-1.0928607914314397 -2.707715494724295 1.2803569596094466 +2.8228009683238473 -3.5599544766760634 -5.418067064947199 +3.67679511885169 -5.128080364747819 -3.068840613064116 +0.9214778340054698 -1.1216931047072372 -3.690785828187629 +1.130395715839116 -1.7793881035157946 -2.861711793348053 +0.5217923076619932 0.9302372777992952 -5.108906461916979 +-0.37601108962321705 1.3219483287995586 -3.605149112653897 +-0.825646357341311 1.3793629780741115 -4.258583090887026 +2.8000432475337806 -5.978864896797779 -2.737181901466578 +-2.2353661600126227 2.1122955858223564 -2.1421922474387918 +-1.5250450404570826 2.2489673132185923 -4.139872464754958 +0.3489085930792226 -1.3025990065623332 -0.9942397018878636 +0.22256312351651453 -2.533423588549404 -3.5083239202961214 +-2.9671895344795445 0.18604925977371867 0.7837875862933539 +2.5464584925137532 -3.9616577814864424 -2.8483586121113578 +-1.7102567480764035 1.7727589809543853 -4.307869044865716 +-2.2038429275545686 1.9889668898692596 -2.52212559466139 +2.796941635290079 -3.5791125548244 -4.039640653735083 +-0.8533804368980948 -3.0994199061118577 2.4624270119954876 +1.5459664281539056 -2.4815645318082464 -2.7022719037476675 +0.0344529250340435 -1.9657205628763754 -0.6447245782470449 +-1.2206907971333762 1.6220708809017808 -2.059967111854208 +-0.719797459493423 -5.001901677023062 2.5020453775980216 +0.3809945317078978 -2.266113175596245 -0.79902595615596 +-0.436523289234519 -4.646396399224216 1.6358227036164539 +3.338230131968217 -4.951856589909624 -3.430408698526414 +-1.2422762196486457 0.564358626976445 -0.7025756279468856 +1.577828377887575 -2.2613201077287095 -4.057879058552264 +2.185722285879546 -3.019652207347584 -5.431400522863266 +-0.3654644361389505 0.4950886527025836 -5.250708139952515 +1.7453228037979447 -2.574797682305738 -2.5243423892637202 +3.8001311140903553 -4.063511454574816 -4.313100671237707 +2.0713150229442436 -3.3889598720121334 -4.029157864003434 +1.8108976039021119 -0.8943623467344961 -5.484217440019318 +1.386166657774948 -1.2646839002991748 -4.739122347009632 +1.200325721782205 -0.7772333609420459 -2.2919208149359176 +-0.4214865174268221 -3.978825718591545 -0.2370526899766255 +-1.312496043938248 0.9019122712413868 -2.204182689023167 +-1.8972143376506447 -3.753646831255056 0.6996177391149946 +-0.25845573180415493 0.2885919133041296 -6.281281472319408 +-0.10986557347740271 0.4465934676287667 -2.925335368330169 +-1.146911211307557 -0.06690975278693573 -2.0442221403944014 +-0.919682832049535 -4.43440923710386 2.0996947837265503 +-2.236477113876078 1.685313019282316 -2.359666461387886 +2.432754344436137 -3.328120461687566 -4.667119316875681 +-1.8905383988622209 0.21268547709637453 -2.0110522054412785 +-1.673281876273479 -3.6431252353706243 1.9071998524876759 +2.575438850653792 -4.851624713146406 -2.45715871204349 +1.4226401093641166 -1.0265875098634742 -2.8171211900602424 +1.1842749081308206 -2.0040599290589665 -4.437590926005586 +0.6381613649907764 -1.2158578217650073 -5.666601695463097 +2.0408046409252676 -3.0878393030376015 -4.143205624905225 +1.4017828602802116 -1.3872984576606195 -4.20305842253163 +-2.509783002328209 1.9672615646568463 -1.6737033569536843 +-1.4584074293769689 0.5748379953811443 -0.9793695660126164 +-2.217055340667166 -1.9382606455365283 0.4706630869112244 +-0.5278216200289321 -2.301336067313458 0.14929041632459608 +0.4270863940134779 -1.778742947560933 -3.7597217326697856 +-1.633375927000739 -0.7596020900446273 1.5937464619731876 +2.1159848257720437 -3.1403546721895417 -3.190582298316791 +0.0018070813897965998 -2.421947675803196 -0.9646561142751745 +-0.8931441488461866 -0.14222894526505475 -1.3307443211647738 +-2.643238066252837 0.9660728170354439 -1.1010987476210823 +-1.5770117531254386 1.2317858142127727 -2.7025594297874034 +-1.4804406922643487 -2.4517582477857918 1.9192125185091493 +-1.0680869180077763 -3.8387708771286615 1.8635272162064673 +2.1357825863983098 -4.417579837830784 -2.29225568507715 +-0.08895047229064541 -3.5502873722308923 -1.7020943946360558 +2.661174644925577 -4.199273149024802 -1.2493169060771072 +-0.6600989916720914 -2.5512729098215177 1.37831243472292 +2.7476578403831176 -2.5965704647231744 -4.150329395367009 +2.8041438809240375 -4.096631922177829 -3.235061176851717 +-1.1134613411449925 -2.371680954851879 1.966672982176493 +0.17288836948788872 -3.4603313356131045 0.8583572354227869 +1.8794656964323326 -3.88652146653092 -4.82328795887043 +-0.8924703306124668 1.4891408216681614 -3.695321604179473 +-1.822092571793049 1.3118795401062822 -1.6557773262118396 +-1.5801760577560673 -4.406056138351542 1.6716558673352861 +-2.835649350375245 1.5278691860801663 -0.4103214156661258 +2.639889657130843 -2.9719259224897683 -5.24753926283826 +-2.685206236647102 1.0967126864686096 -0.9257089435314816 +2.8343466354015368 -4.6171571810284275 -3.504050722297904 +-0.015304640909768338 -5.061904590455465 1.6115394034197192 +-0.2842798553649111 -2.9556825128329227 1.5673328886488578 +-0.7316050394757034 -2.3418359520179495 1.3903314029525407 +1.1965524626533774 -0.09485981947324401 -5.594722181887896 +-1.019113915347686 1.3043960889364707 -3.805121138924062 +-1.0540109055526479 -0.8628657477891463 -0.7437059657318067 +-0.3405743417431687 1.546388914438213 -3.868355898944446 +-1.1968152039080477 1.206627613657516 -3.0554284834482925 +-1.298851271857761 -3.8804836304666694 1.649593706804264 +3.94346930847212 -5.173999871619835 -2.7004420365439743 +2.4055380474274526 -2.3555314190684356 -5.470973377622685 +-1.9305722182820586 1.834749122785806 -2.4383903440639707 +-2.3041608089158436 1.1050695895857894 -2.02453803615642 +-1.198519020828164 -2.1129659254480093 1.4389665947253676 +-1.9671375111682459 1.0142090543637794 -2.494635922497738 +-1.0680869180077763 -3.8387708771286615 1.8635272162064673 +-2.2783643268262184 2.11641088390334 -2.9822325978027044 +2.4350422248568173 -2.7508727471486383 -4.286911350427817 +-1.7036638169757243 1.1540956759602423 -2.209461986451102 +0.5726931944796476 -1.4831403219308164 -3.1780993803942783 +2.294257238876954 -2.732183656321406 -4.908780584296771 +-1.7237847846400771 1.487582114454686 -4.66219871314285 +1.2034310589495196 -3.7223912739231984 -3.1268976204936774 +-1.1816210924713741 -4.791428427031899 1.6812270386269665 +-0.15120491778560746 -3.031659522199933 1.4989913623215296 +3.662745558319846 -3.626361233630405 -3.509915371021619 +3.9835672375361586 -5.336862793888636 -5.402451653412454 +3.720477026251945 -5.026530842712769 -3.477787580298045 +1.7053475279914116 -4.027629701130311 -1.5035020313293408 +-0.765596994261553 -3.2579113621995224 0.8344615877522241 +-2.536829557509449 0.9209040859880547 -0.21561215062571432 +-2.6066216090392706 1.7330977391744362 -2.516216375672779 +-0.2826424390157525 0.6985988787062821 -5.767962910624389 +-1.1641858516892818 -3.73571738741438 1.929606688551302 +2.45416825119205 -2.1360010358065513 -4.780196525799357 +1.194470726115187 -4.234033297489863 -1.6119607626742267 +-0.9587688636054666 1.5794601200907157 -4.160402243181444 +1.2124417219140384 -1.4056219258858746 -5.358160501473564 +-0.9717809405900554 -4.49600351624988 0.9456080747360918 +2.155511314156783 -4.090463855270357 -4.823345754781616 +-1.8258529770660081 -3.8180736854618296 1.7665940973827678 +-1.6196151292756498 1.8398742693484418 -2.6517395117081892 +1.4834684783169372 -5.446749355137332 -0.9805810157369665 +-0.33430865183072833 -0.4388873122395819 -2.458940560867773 +1.4756492859063228 -2.212770691673235 -4.2517656335037355 +1.227160339559334 -1.4664652730144385 -5.513611255909376 +1.809862950838635 -1.7799241793156932 -2.3395283188801153 +2.0665905429471296 -3.458707917923479 -2.865536918611217 +-1.1901350241187838 -0.20401994088988784 -0.9149493300998685 +1.6175210068132293 -3.2204385788581553 -2.40569424671224 +2.661547879445564 -1.790655005377198 -5.060646101868415 +-0.9131623914708636 -3.6581691822808984 2.1902068843189486 +-2.345768782484991 2.5896138601740155 -0.7217199066331583 +-1.466273956650239 -2.0955790497526463 0.7233311520357839 +1.6867496026237236 -1.6455886475181192 -3.4307278923877265 +2.896239532299015 -3.271807353596486 -5.057141051633308 +1.259102668800129 -3.0497372018764075 -2.949613999589243 +0.6111939674916111 -2.2738469665295247 -4.3784244473209055 +1.0691038012621632 0.12493357922557852 -6.7716558192635485 +1.6146045034420058 -2.229512401955995 -4.175508872083098 +0.4000712279141262 -3.8314023608505163 1.6421062562178566 +-0.9419610283914629 1.4709347486679558 -4.175234354598121 +2.152648985397842 -2.3100386744469845 -4.064672055846839 +-1.558068291351436 1.109002628916047 -2.8512519494675903 +-0.5325974535571867 0.00863733106065201 -3.2117281339905004 +3.2321825989461406 -4.79978111993355 -4.719615178299939 +-2.6601382347244185 -0.6247826137330023 0.8065641875739475 +0.7686446819029603 -2.9800517167096814 -3.1834916412781116 +1.0070958848617948 -1.8969784088839026 -2.526258001061968 +-1.1648992792073287 -4.182074552757483 1.8279637097948633 +1.7832167079850139 -2.780117731756096 -2.682699342730161 +-2.461286417037463 -0.5474065846658955 0.6609598880227634 +-0.8197920189272954 -3.1125948726072026 0.9862237777266525 +2.9673793731438765 -4.883176517247938 -2.6210659031599466 +2.1662527579250783 -2.920955481694665 -2.892525497134566 +2.0012504402332354 -3.6047687514303504 -3.593862096552765 +-1.1166882962574622 0.691106310390983 -1.2653130965592523 +2.282116423458347 -1.323732801562786 -4.37906832077643 +-0.8573735253959603 0.2618930710486155 -1.9241775651161683 +0.6501169212710473 -2.9950982078357695 -2.3187506459788456 +0.3512395761320531 -2.812290558728441 -1.9041631257490759 +-1.0885540869399655 0.9917565440118389 -4.233534493113648 +0.18518615431280147 -0.09806202950093418 -5.906617492192978 +3.0926536624456324 -3.516990961363565 -3.47765858341396 +-0.42762379589494914 0.19979925168229984 -2.9444370619513536 +-1.0982199612951629 -3.408135022439557 1.6240263919947466 +-0.8959813708131046 2.35023883196955 -4.460696122990542 +-0.00834135095502099 -1.573264877921691 -1.066426551260406 +1.8308639153391641 -4.677537407141124 -2.1960474958942062 +-1.5090617110361784 1.6058189015882443 -3.341476509336926 +-1.6331616838764298 -2.1497643855104425 0.7238526768831408 +0.5587181477656904 -2.8221368196813397 -1.8126394141107138 +-2.295676752903416 1.5400876068154883 -0.5729528692773094 +0.3299659394470702 1.3071581421870975 -5.160331982770094 +1.8800553534419904 -0.5380363491896364 -6.517918416107696 +-1.212871872678657 -1.296002443256465 0.08936064419714526 +0.10386666488015331 -2.792735419507712 0.5561511381465362 +-1.803337675898613 0.35651251946188556 -0.46038978914246365 +2.7017473404948023 -3.6823792185119584 -2.9913374729792563 +1.0677466164619334 -4.124670480549741 -2.522571595929463 +-1.3335265529698435 1.8960326861982653 -3.542427939910246 +-2.4685222053028384 1.789513796248864 -1.7912871171403155 +0.9679215541782108 -2.7712189554946565 -1.6403153985473946 +-1.2599051362573241 -4.382275474628487 2.7528291153075846 +0.031803173268310114 -1.0908073873828954 -1.5305875913450246 +-1.4132824221098552 -0.3749630744334996 -0.022701411837116825 +-1.9608941231392707 0.16472137511235263 1.0729039800467879 +2.2292619316177413 -3.8295788298751394 -3.3082942605134784 +-3.147452273689826 1.7780154763089384 -1.074275022428563 +3.6693640348891283 -4.924599488373768 -4.827820466649776 +3.2288122303021374 -6.398488204650673 -4.970233231824355 +2.9877898733151547 -2.442578536405573 -5.106606758311586 +-1.1438605681796348 -2.231355368593796 1.3443171765579993 +-0.5775463308647564 -0.2139570272326003 -0.8230510102619448 +-2.092938989460926 1.369314812451519 -1.4646222224832288 diff --git a/src/test/resources/regression/dna.scale/predictions_L1R_LR_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L1R_LR_bias_-1 new file mode 100644 index 0000000..bd9e692 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L1R_LR_bias_-1 @@ -0,0 +1,1186 @@ +0.9978513978582312 0.00208889224918665 5.9709892582123915E-5 +0.11361010177906704 7.177722616718809E-4 0.885672125959261 +0.4594533205739789 3.8308072403108807E-4 0.5401635987019899 +0.9699676030435307 0.02978421032031411 2.4818663615510403E-4 +0.9931749248820446 0.006363031553352315 4.620435646031683E-4 +0.01992950240220192 0.9474640840756399 0.03260641352215818 +0.9465429365871959 1.8454679528404308E-4 0.05327251661752011 +0.006879747126988189 0.12074170390258074 0.872378548970431 +0.6349954333813075 0.36389203647311935 0.0011125301455732403 +0.13740243261624188 0.8481113323874778 0.014486234996280241 +0.2664696304873126 1.769913355045698E-5 0.7335126703791369 +0.9871694499143854 0.012764513892574167 6.603619304053319E-5 +0.9782126079996917 0.003813816314602374 0.017973575685706 +0.9999768082356121 6.792931889428848E-6 1.6398832498457453E-5 +0.051250694217423814 0.9486638362079061 8.546957467014451E-5 +0.9990704999958786 2.5855762501269805E-5 9.036442416201359E-4 +0.0627387275363651 0.8723849426573044 0.06487632980633039 +0.9979356855759134 0.0016359621915405416 4.283522325461694E-4 +0.7276664348954959 0.15122212756682332 0.12111143753768079 +0.03153036470073313 0.0745613847493029 0.8939082505499639 +0.07066035538517612 0.0018345435195166872 0.9275051010953073 +0.9993275743615238 6.491556284646739E-4 2.3270010011639815E-5 +0.35416299317628597 0.25208417647403975 0.3937528303496743 +0.0014175480265969417 0.3115140333529212 0.6870684186204818 +0.9977296180648443 6.519620881445664E-5 0.0022051857263412633 +0.9977284428573375 7.542030188841079E-4 0.001517354123778348 +0.9831140163218027 0.015416964635399957 0.0014690190427972805 +0.050272819284189404 0.002250561356735999 0.9474766193590747 +0.8915569972415617 9.9477491073889E-5 0.10834352526736445 +0.9984804668066937 0.0014945131918521284 2.5020001454369693E-5 +0.9840714845509532 9.424241995230186E-4 0.01498609124952385 +0.007718845174884114 0.7288193691733669 0.26346178565174894 +0.9321725260082044 0.0018947289085911318 0.06593274508320446 +0.01824399796426056 2.730053135524598E-4 0.9814829967221871 +0.02323157638178685 0.9710949157335307 0.005673507884682451 +0.9205021592285655 4.704844879996385E-5 0.07945079232263452 +0.7489808913183272 9.83071381428831E-6 0.25100927796785844 +0.763345684810056 0.23440727476616546 0.002247040423778392 +0.9802145629571591 4.1742686684787645E-4 0.019368010175993093 +0.9969229322312871 0.0024261529723930034 6.509147963199763E-4 +0.45085204925743294 0.5491418484571852 6.102285381836905E-6 +0.9521945445974892 0.04632138870288412 0.0014840666996265536 +0.17877023636765113 0.003113188064381668 0.8181165755679671 +0.01458405179214189 0.9812002908755617 0.004215657332296518 +0.024354196569310954 0.9196666217648747 0.05597918166581437 +0.014567475813117826 0.17303284607503014 0.8123996781118521 +0.2606929913815523 0.7392347260302313 7.22825882164837E-5 +0.002157882531366606 0.2755938406725204 0.7222482767961129 +0.9566368236268241 0.04304251344793265 3.206629252432168E-4 +0.0016544077993802455 0.007469063517758283 0.9908765286828615 +0.0012297371470258037 0.922450759507366 0.07631950334560823 +0.2816375257980565 0.7183540649498176 8.409252125941544E-6 +0.865788959538584 3.6487321995205975E-4 0.13384616724146386 +0.9805967895655592 0.019181271651987766 2.219387824530669E-4 +0.02088555309667985 0.9080114423956339 0.0711030045076862 +0.0959090900057075 0.9017903374800953 0.00230057251419715 +0.9961905787510538 0.0010321004996442318 0.002777320749301919 +0.9931028550884899 0.0019157952416798691 0.004981349669830259 +0.9989542165203653 2.6307448733959665E-4 7.827089922950326E-4 +0.37123170097449937 1.2790669280107349E-4 0.6286403923326995 +0.41291631245100024 0.5856786454716894 0.0014050420773105007 +0.9974095769654493 7.559885292992344E-4 0.0018344345052513273 +0.981843591272535 0.014362187126981379 0.003794221600483736 +0.600245985255571 0.007075022603569236 0.3926789921408599 +0.017083547794514584 0.06946568233074804 0.9134507698747374 +0.9867878832070657 1.4184608552401666E-4 0.013070270707410315 +0.8971059098279637 0.10191273287042138 9.813573016150936E-4 +0.8780247119163332 0.06157703927771021 0.0603982488059566 +0.004833915545088531 0.9833111357379697 0.01185494871694177 +0.24299374565999035 0.7555346559192196 0.0014715984207900245 +0.9978741564347323 0.0019388860842969521 1.8695748097067772E-4 +0.9823269950478948 0.01752746248585843 1.455424662467694E-4 +0.8996925985989128 0.004706357432214622 0.09560104396887256 +0.9459839231270529 0.006423678284077993 0.04759239858886905 +0.9983158055291098 9.824041517833734E-5 0.0015859540557117803 +0.0026157898572759424 0.9487631618952078 0.04862104824751626 +0.752566356455103 0.24212248231607597 0.005311161228821027 +0.1441082969353066 0.0062624140327255 0.849629289031968 +0.012306446031217869 0.9322970397397574 0.055396514229024786 +0.21592068312234297 0.7840492984614482 3.0018416208933996E-5 +0.23350870334428347 0.04893526048689762 0.7175560361688189 +0.989642561427203 9.574183816181552E-4 0.00940002019117874 +0.9807523285759889 0.012523800754479881 0.006723870669531147 +8.460928160833679E-4 0.03716108873338883 0.9619928184505278 +0.9670002976519892 2.5212551277374644E-4 0.032747576835236984 +0.9970651177919901 0.001544870129032216 0.0013900120789776126 +5.841187038720171E-4 0.7863778990719873 0.21303798222414067 +0.01555053463104666 0.08021209747727887 0.9042373678916744 +0.9853660733480811 0.0113430990137902 0.0032908276381287977 +0.21393965053787325 0.7561048460979605 0.02995550336416628 +0.02632030427136384 5.234233325977669E-4 0.9731562723960384 +0.5537636236999113 2.70684653569951E-4 0.4459656916465188 +0.48536004016571244 0.5109325386891603 0.0037074211451270833 +0.8535474128636127 0.14423725939125803 0.002215327745129306 +0.9909012495332343 0.009068216372644856 3.053409412075065E-5 +0.13293434084796538 0.8662131580229054 8.525011291292445E-4 +0.7720203196003526 0.0010768192797181385 0.2269028611199294 +0.999532188951498 4.521397710600303E-4 1.5671277442093174E-5 +0.30513380430578485 0.0012107708319988714 0.6936554248622163 +0.004689691166828384 0.8297111976104005 0.16559911122277113 +0.9986170350579514 0.0013304519465075868 5.25129955411054E-5 +0.19766037789850696 7.526285429382825E-5 0.8022643592471992 +0.9047935067200145 0.0015946499046634456 0.09361184337532223 +0.8911220596463133 4.396554594853775E-4 0.10843828489420118 +0.09103210907311404 0.908904559280674 6.333164621194853E-5 +0.3000875103214174 0.6998888636787106 2.3625999871996446E-5 +0.035905334036500126 0.9497367560480314 0.01435790991546849 +0.02921447434730359 0.004532147914377858 0.9662533777383184 +0.9949801558748547 0.002463574790781694 0.0025562693343636213 +0.09347950173062153 0.024549543020369227 0.8819709552490091 +0.5204290823337436 9.504965627920266E-4 0.4786204211034643 +0.01241993450533883 0.9855450128666337 0.0020350526280275482 +0.9927608365226241 0.0010464376653399885 0.00619272581203577 +0.8931410414320818 3.274466933935777E-4 0.1065315118745245 +0.11109053314192215 0.8751520436398218 0.013757423218256029 +0.6975011557737986 2.936306386463636E-4 0.302205213587555 +0.6233279069909923 0.02993076371721694 0.34674132929179075 +0.007198224445346359 0.27779203123494844 0.7150097443197052 +0.8960287407216738 0.001349960771189495 0.10262129850713664 +0.9521107043107497 0.04496860356323492 0.002920692126015454 +0.002880319085234519 0.7481639453197088 0.24895573559505688 +0.06512946643255609 0.0049229493975042685 0.9299475841699396 +0.0036482188465911357 0.9953339413397656 0.0010178398136431307 +0.11949200774271106 1.5536077215386464E-4 0.8803526314851352 +4.124603454035087E-4 0.6913032208225749 0.3082843188320215 +0.027380815322305158 0.036144098484690725 0.9364750861930042 +0.32035609785150704 8.926405594370407E-4 0.6787512615890561 +0.0015949870612654514 0.33845817550389484 0.6599468374348397 +0.04910331353652715 0.010496255426747272 0.9404004310367257 +0.006479900261786436 0.9928657986318997 6.543011063137043E-4 +0.5752358557457193 3.343505446529656E-5 0.42473070919981537 +0.9952702087319909 0.0024281573474868837 0.002301633920522222 +0.6036796933110724 0.030657535697354032 0.36566277099157357 +0.07261454682596302 0.005190140141344808 0.9221953130326922 +0.09501933067556417 0.9037809943688953 0.0011996749555406036 +0.05872433963996759 0.008120622090668909 0.9331550382693634 +0.9888760505583503 7.926455648610164E-4 0.01033130387678865 +0.9212258659689764 0.002803292627906347 0.0759708414031172 +0.9707626459939526 0.029173215499564305 6.413850648317542E-5 +0.9929633548574979 0.002117731026974886 0.0049189141155272 +0.019837034214376704 0.04843902492384702 0.9317239408617762 +0.7493297369479303 0.024378133543902114 0.22629212950816754 +0.00893944178198118 0.010358522450152008 0.9807020357678667 +0.9472388489492405 1.5109566710083358E-5 0.05274604148404934 +0.1390535045310941 0.8606975390505943 2.489564183116131E-4 +0.007867165231231429 0.9707677217623538 0.021365113006414797 +0.0017618172724262746 0.9716185585215787 0.02661962420599499 +0.9992814359824614 2.606564508671274E-4 4.5790756667145484E-4 +0.181894533269508 0.816378350348864 0.001727116381627983 +0.4956711851603754 0.25622718171979897 0.2481016331198257 +0.9977356603316716 0.001927423114290812 3.3691655403763054E-4 +0.062493543966464504 0.9343902864232844 0.0031161696102511385 +0.9982832406334345 0.0014485512802658706 2.6820808629961473E-4 +0.7058938798764804 0.10091733365900481 0.19318878646451484 +0.08562152376926899 0.9056842706897277 0.00869420554100334 +0.9873774946470771 8.610557431478513E-5 0.012536399778608197 +0.02692571105047056 0.06205091316669916 0.9110233757828303 +0.2973670846817475 0.701611442318535 0.0010214729997175256 +0.8472835160194185 0.14802613246726087 0.004690351513320587 +0.23561195167782475 1.7591087560148925E-4 0.7642121374465738 +0.27374355785981 0.7262019439902224 5.4498149967557075E-5 +0.04893370773893393 0.02667106173351485 0.9243952305275512 +0.9254340618975696 9.991946566907061E-5 0.07446601863676133 +0.975725438553698 0.02416352100349814 1.1104044280384166E-4 +0.008927054605037916 0.140922519960147 0.8501504254348151 +0.9982161340764302 3.887850866264765E-4 0.0013950808369433472 +0.7335237344662799 0.26644511480125443 3.115073246564248E-5 +0.15347404944968607 0.002256876503961091 0.8442690740463529 +0.9985183689028945 7.877001059321753E-5 0.0014028610865123004 +0.9868601743274262 2.6608410441319584E-4 0.012873741568160542 +0.878633952249153 2.6798669267272544E-4 0.1210980610581743 +0.3461302319590162 0.15010630277352197 0.5037634652674619 +0.010468382587000372 0.03795302245450552 0.9515785949584941 +0.9812324338569602 4.6418246254699387E-4 0.018303383680492724 +0.9916085545570695 0.005419389746898479 0.0029720556960320323 +0.06640981510192988 0.9330073885016954 5.827963963747665E-4 +0.7040655908950239 0.012680058326312351 0.28325435077866384 +0.9453694118795173 6.581867363114104E-4 0.05397240138417128 +0.997186660332111 0.0014362772830684785 0.0013770623848206496 +0.6689217889212725 0.0030381405987005604 0.3280400704800269 +0.036316367314213255 0.10900366131461885 0.8546799713711679 +0.328957039867585 0.6710346567014558 8.303430959234898E-6 +0.02350444109436573 0.9188275458808185 0.0576680130248158 +0.8764741136255643 0.0011922631928675787 0.12233362318156822 +0.9885670661897878 0.007245781581350856 0.004187152228861278 +0.49572938988987203 0.49226250155903384 0.012008108551094005 +0.8268761345206497 0.0015924425040442214 0.17153142297530616 +0.043717699515005204 0.898616113740694 0.05766618674430088 +0.030811446790384077 0.02772562691433378 0.9414629262952822 +0.3241309420127383 0.675838536580716 3.052140654567543E-5 +0.5158329718182898 0.02456035089801176 0.4596066772836983 +0.23521734121811527 0.7443593506852194 0.020423308096665104 +0.9725973242309948 0.027287084061535016 1.1559170747006998E-4 +0.005230719213085738 0.8504728703251881 0.1442964104617261 +0.033721982946686296 0.9437588928765859 0.022519124176728012 +0.9868973640932268 0.012822352561851887 2.802833449211723E-4 +0.4236503298833897 1.974764960745735E-4 0.5761521936205357 +0.01571255693933491 0.9742004078014739 0.010087035259191293 +0.9995131034688204 3.6514494768821444E-4 1.2175158349141247E-4 +0.9986409408638668 7.642477892111295E-4 5.948113469220649E-4 +0.9933897475439489 0.005178225361451574 0.0014320270945996012 +0.976630129044032 0.009082864968405912 0.014287005987562065 +0.28171445621871416 0.457717232166536 0.26056831161474986 +0.010562085815596619 0.9810998394535223 0.008338074730881022 +0.043642017872447 0.9467728198983063 0.009585162229246724 +0.20903675049179785 0.7334104426113636 0.057552806896838477 +0.15947718454151627 0.024653659858905982 0.8158691555995777 +0.9733497119682956 0.02654446007621585 1.0582795548854465E-4 +0.13990981337146166 0.8588075411275383 0.0012826455010000986 +0.9917187702685223 0.0011724006193470963 0.007108829112130679 +0.9968501790187594 0.0017229254147029802 0.0014268955665376099 +0.03311868963248913 0.021704545177169087 0.9451767651903419 +0.028517860267294106 0.9508585513985851 0.020623588334120757 +0.9221029823952398 0.02647149137044142 0.051425526234318855 +0.9755782267700774 0.024319048607320554 1.0272462260183151E-4 +0.9967754653137229 0.0030800499283202233 1.4448475795696884E-4 +0.7149238532214451 0.2850733215875034 2.8251910514434128E-6 +0.00898459564601218 0.9601435398879161 0.030871864466071642 +0.023765734432180087 0.015519230447069977 0.96071503512075 +0.8915754665317872 0.02985403244505637 0.0785705010231565 +0.9439384482746227 0.0029891943256353747 0.05307235739974209 +0.9944972733469538 0.004077669281185178 0.0014250573718610218 +0.012257523753548947 0.48994319891194765 0.4977992773345034 +0.9992454809189747 9.413988846709436E-5 6.603791925582556E-4 +0.9997698796004907 6.453438679820409E-5 1.6558601271109155E-4 +0.9943563572304004 0.001126399378131057 0.0045172433914685076 +0.06528861362114449 0.9345324638279552 1.7892255090033553E-4 +0.630393625191808 0.3457131973138951 0.02389317749429687 +0.9799348299609368 0.002005389810471677 0.01805978022859144 +0.998520807525109 0.0014254765294637913 5.371594542741053E-5 +0.050475497647338656 0.9371375996706023 0.012386902682059124 +0.9769499030051678 0.0022053377302111133 0.020844759264621156 +0.8157866016585759 0.18385116842423882 3.6222991718526225E-4 +0.9635072127458687 2.0190276544851887E-5 0.03647259697758647 +0.9633805049997043 0.036097390279775994 5.221047205196879E-4 +0.034085375118215536 0.9609497369524616 0.00496488792932294 +0.11177672724622834 0.8732126769542363 0.01501059579953533 +0.11244430815319699 0.0026076075265996598 0.8849480843202034 +0.004484464034327019 0.8437184454033843 0.1517970905622886 +0.030456111975637988 0.9688353713863501 7.085166380118441E-4 +0.9896161890146571 0.01022289531477453 1.6091567056837486E-4 +0.8307496704313304 0.164085782630602 0.0051645469380677805 +0.12045786507073608 0.0052045515560375614 0.8743375833732263 +0.0013393828262256093 0.010029709164930027 0.9886309080088443 +0.08454666303804069 0.005783915029739617 0.9096694219322198 +0.01844708427137767 0.8042317031778977 0.1773212125507247 +0.9994967818975415 1.8438041121015685E-4 3.1883769124827545E-4 +0.993944551533796 3.0039556921557355E-5 0.006025408909282278 +0.6946390469968807 0.004972965239009478 0.30038798776410985 +0.16585624920443115 0.0040669675734398 0.830076783222129 +0.7346724459810187 0.017501964948034514 0.24782558907094673 +0.9104456425051869 0.0012117700574895162 0.08834258743732357 +0.833829190918242 0.136611668611043 0.02955914047071503 +0.18705249202363966 0.003754285269274152 0.8091932227070863 +0.017532134056052376 0.9624970288478106 0.01997083709613698 +0.999742529247879 2.313311269995459E-4 2.6139625121515073E-5 +0.014439468603197125 0.08485547210940365 0.9007050592873992 +0.019789421261715432 0.037411556747070904 0.9427990219912137 +0.984498651352079 0.015175928912011825 3.2541973590899305E-4 +0.005350688052283665 0.06282816433760649 0.9318211476101098 +0.9983713712376171 0.0015878473339343416 4.078142844861355E-5 +0.32108749176521967 0.6787276623224036 1.8484591237677347E-4 +0.002064096034370398 0.9595808628760373 0.03835504108959248 +0.9961003091807644 2.1215548885694636E-5 0.0038784752703499756 +0.00986004613952431 0.09205311423359275 0.898086839626883 +0.011870545420697686 0.9814874655414486 0.0066419890378537185 +0.004080105097250843 0.7429526363153554 0.25296725858739383 +0.1274417626512574 0.872503098561519 5.513878722365174E-5 +0.33707372081648934 0.6628491348762571 7.714430725369324E-5 +0.9899979756423095 0.009392990184881414 6.09034172809014E-4 +0.08206890671515707 0.9082704259380118 0.009660667346831093 +0.9559499640365088 0.043907256877813765 1.4277908567735757E-4 +0.9959923732872745 0.003442108572455922 5.655181402696457E-4 +0.990976431308689 2.198404450996728E-4 0.008803728246211479 +0.4509519123001413 0.5472455380300889 0.0018025496697697387 +0.02286051245715789 0.009818392284011006 0.9673210952588311 +0.9997501949540302 5.417516054956747E-5 1.9562988542037974E-4 +0.9966223487178861 7.377342769284453E-4 0.0026399170051855164 +0.04500485611814699 0.08033735662411567 0.8746577872577374 +0.09845458972755691 0.07747360349451506 0.8240718067779281 +0.9922003863366365 0.007755385743391843 4.422791997154462E-5 +0.021161600848767108 0.9634403926163507 0.015398006534882115 +4.279780238021219E-4 0.5395062796149124 0.46006574236128556 +0.10365183733883683 0.003309296575883325 0.8930388660852797 +0.18085229645735734 0.005296715525619122 0.8138509880170236 +0.8243000637502529 0.014420425321826184 0.16127951092792092 +0.9734774796450814 0.0035340447619070054 0.02298847559301164 +0.005053431237142948 0.9160006954961197 0.07894587326673733 +0.9736919811509189 0.023824611699778814 0.002483407149302197 +0.8702691572276879 4.07334702153589E-4 0.1293235080701584 +0.005203489367558471 0.987392391745862 0.0074041188865794074 +0.9176196045681241 4.7263523308624066E-5 0.08233313190856731 +0.9993069989446562 1.416453552277521E-4 5.513557001160012E-4 +0.022755952769983878 0.001333335155298188 0.975910712074718 +0.9990434708555433 7.328636836042485E-4 2.2366546085253182E-4 +0.9861295366555342 0.009317934657396004 0.004552528687069751 +0.2795553829380528 0.7202496033159157 1.9501374603160887E-4 +0.9983876281746237 1.6988399181405744E-4 0.0014424878335622309 +0.9777389803936496 1.207531988109143E-4 0.022140266407539536 +0.980812371398038 0.0027701587475612755 0.01641746985440082 +0.2660209170544938 0.011652500351504298 0.7223265825940018 +0.998659477709476 0.0011143098986552112 2.262123918687504E-4 +0.9664073184171789 0.03350727021694074 8.541136588032391E-5 +0.7151746206028229 0.28476994467769845 5.54347194785089E-5 +0.10651144253525355 3.941387274638661E-4 0.8930944187372827 +0.0034134621010454467 0.8964062327333675 0.10018030516558717 +0.41480441655056643 0.1562018779989034 0.4289937054505301 +0.9781227210866408 0.021740877423148185 1.364014902110507E-4 +0.13928099404953873 9.912449908469673E-4 0.8597277609596143 +0.01634805174250542 0.006914622942495757 0.9767373253149988 +0.9965510595362359 0.002816215699154678 6.327247646093509E-4 +0.012971540914434152 0.3161320460498267 0.6708964130357391 +0.9258098374966984 0.015774938972315872 0.058415223530985626 +0.6627953152586402 0.001934280073703361 0.3352704046676564 +0.3242817731831367 0.674672352257311 0.0010458745595523635 +0.7694116751639468 0.010784409462086827 0.21980391537396646 +0.9992546337781414 4.040668249265603E-4 3.412993969319849E-4 +0.31657830003699655 0.6834163928266854 5.3071363180467505E-6 +0.036316367314213255 0.10900366131461885 0.8546799713711679 +0.41272681340282735 0.020274097486286235 0.5669990891108865 +0.0702437879133554 0.005844905760781196 0.9239113063258634 +0.2973670846817475 0.701611442318535 0.0010214729997175256 +0.15284822111426827 2.552094709219976E-4 0.8468965694148096 +0.9968181061433538 0.0020565268876722616 0.0011253669689740339 +0.015506741946997967 0.9166910826272316 0.06780217542577034 +0.7145098478785105 0.28532152877983924 1.6862334165026221E-4 +0.16807398155691863 1.4403890755659602E-4 0.8317819795355248 +0.007263605749585551 0.9733401439327769 0.019396250317637576 +0.9877435058516646 0.005126336368798884 0.00713015777953656 +0.025304613110759582 0.8170994213935739 0.15759596549566646 +0.023364920415166083 0.6780304262985778 0.2986046532862562 +0.22075902803675135 0.7791089995893242 1.319723739243627E-4 +0.011703302775973616 0.2623088985011704 0.7259877987228559 +0.11494565962629226 5.667281754966989E-4 0.8844876121982111 +0.17285941939407176 0.001120546549034137 0.8260200340568942 +0.9828513786437404 0.016550544485110025 5.980768711495051E-4 +0.8915534372951871 0.10773086803782804 7.156946669848734E-4 +0.5026667924463449 0.4973321254425492 1.0821111058645027E-6 +0.9879928097566796 0.011939408992563677 6.778125075684009E-5 +0.23561195167782475 1.7591087560148925E-4 0.7642121374465738 +0.7408003331830533 0.055299086890920286 0.20390057992602648 +0.033721982946686296 0.9437588928765859 0.022519124176728012 +0.9934989484348861 0.003972477552339656 0.0025285740127743875 +0.969486761356517 0.011456001857506223 0.01905723678597668 +0.7790693005104784 0.2080522101491168 0.012878489340404918 +0.027175532087935984 0.9486923339933833 0.0241321339186807 +0.4251309811231653 0.5661010938534823 0.0087679250233524 +0.10738987017146838 0.003639508692445878 0.8889706211360857 +0.6182542340881441 7.089346185870127E-4 0.3810368312932688 +0.9729314751941847 0.026059877400797404 0.0010086474050178412 +0.06114115851992973 0.002381297859818939 0.9364775436202514 +0.9685577483721397 1.6002733904611977E-4 0.03128222428881404 +0.9946946096454788 0.003126960577096485 0.0021784297774246836 +0.004061758654942832 0.9928515424124525 0.0030866989326045536 +0.4374022964345031 0.5624990402670589 9.866329843810108E-5 +0.15710047617846848 0.8428810349351035 1.8488886428093806E-5 +0.21281796919526288 0.787022268752367 1.597620523702048E-4 +0.0019623845300449708 0.5148610965726381 0.483176518897317 +0.23893042912806792 0.16122435080081765 0.5998452200711145 +0.966541985802842 0.03345514898351842 2.8652136397557077E-6 +0.0016388683323964794 0.9772619177593441 0.02109921390825941 +0.9975570225332823 0.0023104890649082535 1.3248840180945246E-4 +0.004334636518355433 0.9734182733998978 0.022247090081746853 +0.04763813552304905 0.9139512827945183 0.03841058168243256 +0.9600587697314162 0.01806959922188945 0.02187163104669432 +0.05503017452765038 0.02559870367253282 0.9193711217998168 +0.9965207047229991 2.5355536581561553E-5 0.0034539397404191596 +0.7677512468995776 0.005901497123371957 0.2263472559770505 +0.03986269628853521 0.01587162796528445 0.9442656757461804 +0.019507543615280128 0.7412563725964727 0.2392360837882472 +0.007867165231231429 0.9707677217623538 0.021365113006414797 +0.9880062414239157 2.640994196816834E-5 0.011967348634116153 +0.994712817813979 2.0351273573919044E-5 0.005266830912446934 +0.8816685775332739 0.11832873712048031 2.685346245756523E-6 +0.9970184422207439 4.33415168121971E-4 0.0025481426111342406 +0.9737801520176228 0.0027583573885945566 0.023461490593782552 +0.7650347937613772 3.880521307305848E-4 0.2345771541078922 +0.27732899126449734 0.722463214895816 2.0779383968671066E-4 +0.006253666366313819 0.898209804988174 0.09553652864551218 +0.9998626289842242 7.136300410225991E-5 6.600801167354937E-5 +0.9345625668953281 0.06543396936206287 3.4637426089477875E-6 +0.9021543952654195 5.0978125223325E-4 0.0973358234823473 +0.013976444265624345 0.9227654249850772 0.06325813074929845 +0.9732684666717856 2.026573088155795E-4 0.02652887601939884 +0.994022562642886 4.2091955001745184E-4 0.0055565178070964725 +0.9980699611496504 3.606994711371069E-4 0.0015693393792124977 +0.0013702905835469464 0.3323531863596633 0.6662765230567897 +0.9758543410014227 0.02413015738913197 1.5501609445470377E-5 +0.8206807536998809 0.005790416511132424 0.17352882978898668 +0.9351732445726261 0.06469336655419984 1.33388873174134E-4 +0.02271468361851233 0.9029718322072483 0.07431348417423934 +0.03917294391344082 6.664748926920666E-4 0.9601605811938672 +0.18092210405566475 0.11824189100176569 0.7008360049425695 +0.9935433415544483 0.004166852900624944 0.0022898055449266804 +0.14767849923665 8.446493195649095E-4 0.8514768514437852 +0.9925882893980951 0.007345515255718285 6.619534618679262E-5 +0.6262264474135351 0.3575434291271799 0.01623012345928495 +0.6506738117482936 7.60508318924409E-5 0.34925013741981387 +0.9970747099972397 1.005090576909101E-4 0.0028247809450694735 +0.09824953878678162 0.039923531283062655 0.8618269299301557 +0.674148659075581 0.08832328294440554 0.23752805798001356 +0.976729610544498 0.023104252899623486 1.6613655587848603E-4 +0.7084846268980053 0.001506635295120487 0.29000873780687425 +0.9199646684497792 0.034622812795998645 0.045412518754222087 +0.20566614270973094 0.0016420416951475733 0.7926918155951214 +0.040463281178427804 0.9590936812093394 4.4303761223275513E-4 +0.9969793502998646 0.001243974467302998 0.0017766752328323954 +0.9936008256287903 0.0011128613286616475 0.005286313042547995 +0.020019737444139638 0.02529035618595484 0.9546899063699055 +0.033556376751204195 0.18407513686278168 0.7823684863860141 +0.9948225522890124 0.001043008524363254 0.0041344391866244305 +0.04371492138183509 0.8862807545943451 0.07000432402381987 +0.8309693949024105 0.012517378786210962 0.15651322631137857 +0.13420282266736477 0.003386493336009549 0.8624106839966256 +0.5957308610664155 0.40421703227692823 5.210665665616553E-5 +0.005365533622995944 0.058025607647911884 0.9366088587290923 +0.9904014841861559 2.466423749261153E-5 0.009573851576351407 +0.9731095794073489 0.015733992546379322 0.011156428046271866 +0.05929960345292208 0.9383515003505825 0.002348896196495446 +0.8537154441370578 0.08889110574820419 0.057393450114737954 +0.9340204883914834 5.621558542206792E-4 0.06541735575429601 +0.9362151873855988 0.03017079102419194 0.03361402159020914 +0.007675811543539599 0.02435225689615316 0.9679719315603073 +0.09841624265743043 0.8991805091338344 0.0024032482087353313 +0.011150706847926831 0.1525754717456533 0.8362738214064198 +0.9908147928250952 0.009181812146339398 3.3950285651576653E-6 +0.002841454222583237 0.9535032707805061 0.04365527499691067 +0.31522651823280046 0.6666049770466148 0.01816850472058483 +0.03709304339325211 0.9621190746686612 7.878819380866884E-4 +0.9700176851550686 0.029945746531890655 3.6568313040669015E-5 +0.003391443133692952 0.12398104643571786 0.8726275104305891 +0.9993995186228205 5.715203400838495E-4 2.8961037095767565E-5 +0.02155184562116073 0.02484931819276123 0.9535988361860781 +0.01623412917033942 0.9335516741230153 0.05021419670664534 +0.007274130884997022 0.9443036245729814 0.048422244542021466 +0.7795971518650713 0.003138595511047273 0.21726425262388158 +0.04069243722478636 0.9569206210173121 0.0023869417579015805 +0.9940276331511393 0.0028623286083437637 0.0031100382405168368 +0.022651698669017402 0.9750828491218605 0.0022654522091220945 +0.04646978735784797 0.8180240749099018 0.13550613773225034 +0.9721417578881397 0.027235652371196493 6.225897406637447E-4 +0.008383208975416926 0.985419216964774 0.006197574059809057 +0.9998771005594068 6.982582400334198E-5 5.307361658988641E-5 +0.09468178876977357 0.9016165920557915 0.0037016191744349623 +0.0019023975158850837 0.9247145572157162 0.07338304526839888 +0.9999077354564827 2.513821898960815E-5 6.712632452761688E-5 +0.9955267511911584 7.24188534354527E-4 0.0037490602744870267 +0.09984072771193796 0.8991865107038663 9.727615841955589E-4 +0.9950933745727346 0.0025911541416331146 0.0023154712856322114 +0.14385803639616646 0.02292459939109138 0.8332173642127421 +0.34207281511683485 2.700694829073532E-4 0.6576571154002577 +0.10545831871011892 5.291297304053964E-4 0.8940125515594758 +0.0019316592163377503 0.9760441242315006 0.022024216552161635 +0.9826981486926339 0.014178706880088517 0.0031231444272775116 +0.9737094780017205 0.017282615913837587 0.009007906084442144 +0.5367917243795126 7.807163072993862E-5 0.4631302039897575 +0.9961468570071014 0.003721476740578399 1.3166625232028113E-4 +0.8506178148306378 8.514563749370647E-4 0.1485307287944253 +0.9972621913689451 0.0017829185412723116 9.548900897825837E-4 +0.9321701420721056 2.1446868313917014E-4 0.06761538924475519 +0.006286419453484366 0.09387613487068307 0.8998374456758325 +0.998207254250251 0.0015254601590163786 2.6728559073259145E-4 +0.9913225225072636 0.0055428562354461475 0.0031346212572902206 +0.6850861926809565 1.233543481535634E-5 0.3149014718842281 +0.031798985878420276 0.023228658824726967 0.9449723552968528 +0.9887564809247014 0.010624349709616595 6.191693656821461E-4 +0.0025400862967829207 0.9729924690536406 0.024467444649576488 +0.021161600848767108 0.9634403926163507 0.015398006534882115 +0.10651144253525355 3.941387274638661E-4 0.8930944187372827 +0.6221978003651852 0.3735192095018456 0.00428299013296917 +0.005457757067119508 0.9940036730562262 5.385698766542993E-4 +0.005831965663437915 0.8591187023161083 0.13504933202045383 +0.0124254737551944 0.7626543847940055 0.2249201414508 +0.001751910820609605 0.1127411067792198 0.8855069824001706 +0.977513708904557 0.01828714323344955 0.004199147861993462 +0.7285181868784967 0.0011667525787401032 0.27031506054276316 +0.9853938405898505 0.014299250428156914 3.069089819926656E-4 +0.09843890463194245 0.8993875603809607 0.0021735349870969957 +0.8400307656677397 0.1598989729136909 7.026141856958893E-5 +0.2592828250651793 0.3920008029801288 0.34871637195469196 +0.9651398633158483 0.001164722968458068 0.03369541371569367 +0.03222732199040575 0.006205304767943509 0.9615673732416508 +0.8956778992697382 0.014092739793669075 0.0902293609365928 +0.8315300416359037 0.02139145809307653 0.14707850027101987 +0.9980366382240271 0.0017083859465700099 2.549758294028543E-4 +0.017379091939155735 0.942703275866628 0.03991763219421619 +0.002527167228542104 0.9206038166001062 0.0768690161713516 +0.15249517089913497 0.8455573091008554 0.0019475200000096567 +0.9918484868400302 3.545373441994958E-4 0.007796975815770188 +0.9986995080084274 0.001232257867824295 6.823412374828923E-5 +0.9963662597657775 0.00361349658458489 2.0243649637565258E-5 +0.13356715417734372 6.177745623044767E-4 0.8658150712603518 +0.03698618211424374 0.006255374998908657 0.9567584428868477 +0.21263312023933517 0.001992970963776285 0.7853739087968885 +0.7177818904101307 0.2678394209363428 0.014378688653526601 +0.04454026904228245 0.010330171605772879 0.9451295593519446 +0.0230386838578621 0.1260559914789107 0.8509053246632272 +0.0823877972056957 0.9134279626562127 0.004184240138091551 +0.004130018267227805 0.026562636242287288 0.9693073454904849 +0.9764785481039587 0.009866530557642696 0.013654921338398508 +0.9942633924107643 6.182288011798945E-4 0.005118378788055794 +0.8873414351413841 7.594860647923133E-4 0.11189907879382364 +0.16484238588730854 0.0018011327501714321 0.8333564813625199 +0.9301968206098566 0.06015609621657828 0.00964708317356508 +0.9829622055721116 2.2345144360770988E-5 0.01701544928352766 +0.5417300251599098 0.0031869443126497808 0.45508303052744054 +0.9411084709994895 0.053532667450408265 0.005358861550102229 +0.99538505040192 1.9333506067823448E-4 0.004421614537401718 +0.833966255222263 0.16603185849075494 1.886286982156467E-6 +0.9975649579512115 4.2625397150311545E-4 0.0020087880772853644 +0.9916530570136558 0.003797660345776045 0.004549282640568155 +0.045536905409732806 0.9542601884261421 2.029061641251255E-4 +0.9975706248465301 3.4855165703188236E-4 0.0020808234964379 +0.003790006890866341 0.9912349506870471 0.004975042422086513 +0.9946553554988251 9.056496011378099E-4 0.0044389949000369485 +0.9838109662904313 0.012577682111661416 0.003611351597907333 +0.8792209647830955 0.022915397010170094 0.09786363820673422 +0.9575839957893564 0.04220196265776029 2.1404155288327686E-4 +0.006513623744388075 0.10934396047338017 0.8841424157822318 +0.9994452282056577 5.520810512326823E-4 2.6907431095876993E-6 +0.020781929614954682 0.8408292676045074 0.13838880278053786 +0.02012035139850467 0.0038612873968883387 0.976018361204607 +0.026594664524612392 0.9600618137813933 0.013343521693994248 +0.999622817594922 3.5746472991071855E-4 1.9717675167296482E-5 +0.0063689126948135045 0.986416176952483 0.007214910352703598 +0.9948257717945871 0.0020557639474676473 0.0031184642579453075 +0.10596960669467398 0.015474480807011776 0.8785559124983142 +0.993230989180697 0.004266420149737134 0.002502590669565886 +0.013812713941888096 0.027612971628579105 0.9585743144295329 +0.9607024801668882 0.03842156254923129 8.759572838804557E-4 +0.996967159373364 7.274400784050203E-4 0.002305400548230977 +0.013068577703370027 0.9686688359163015 0.018262586380328422 +0.9816622915785559 0.0017630241755002827 0.016574684245943903 +0.9953948492353443 7.40496947119771E-5 0.004531101069943802 +0.08564055274817368 8.074072608188113E-5 0.9142787065257444 +0.21833122984852468 0.7816316981876211 3.707196385427755E-5 +0.3757592218964523 0.002848082518335496 0.6213926955852122 +0.4619507742411035 8.29115876175555E-6 0.5380409346001347 +0.9068799345488485 0.09302104765290739 9.90177982440985E-5 +0.001482345850553244 0.7542559349434901 0.24426171920595663 +0.9790603084831644 0.020260672404502432 6.79019112333311E-4 +0.005143244177324134 0.9567123323162462 0.038144423506429714 +0.766074011325575 2.4878072356829966E-4 0.23367720795085664 +0.4429100036173702 5.263837312795349E-5 0.5570373580095018 +0.9988063570089172 1.6533219586111524E-4 0.001028310795221761 +0.14385803639616646 0.02292459939109138 0.8332173642127421 +0.1640834897443051 0.785133316269216 0.050783193986478944 +0.9886572955955262 0.010966879195962719 3.758252085110653E-4 +0.9343150992093096 0.06434389538683463 0.001341005403855797 +0.009384757965449114 0.28768693961842595 0.7029283024161249 +0.9940797118865632 0.0052582866540956345 6.620014593411476E-4 +0.9990277515023864 5.727868392267448E-4 3.994616583867608E-4 +0.9987213164842035 2.0825780443398367E-4 0.0010704257113626214 +0.9107198403303178 0.08866270717569193 6.174524939901826E-4 +0.004787828509458326 0.03536499798005732 0.9598471735104843 +7.216232786599308E-4 0.8260012781823151 0.17327709853902495 +0.9334848694637108 0.06608017297153074 4.349575647583234E-4 +0.9925370549506822 1.1565026293945216E-4 0.007347294786378291 +0.0021848054210826797 0.6001851269050555 0.3976300676738617 +0.9154158769372382 0.07647157671321371 0.008112546349548133 +0.9373168842953837 0.04824050880598932 0.014442606898627046 +0.08809749157607669 0.7360982498961123 0.17580425852781115 +0.4594533205739789 3.8308072403108807E-4 0.5401635987019899 +0.07365385723693303 0.9262296565149843 1.1648624808269837E-4 +0.9957691624495755 0.003858989078769796 3.7184847165474167E-4 +0.0667885805992651 0.00842101837479054 0.9247904010259445 +0.9950470726543599 9.92999314411731E-4 0.003959928031228353 +0.0025441560331317444 0.7467649040253584 0.2506909399415099 +0.9956566781502473 0.004130179254404025 2.131425953487553E-4 +0.10158223266245031 7.681936792751795E-6 0.898410085400757 +0.10339344358926739 0.0016779485683008843 0.8949286078424318 +0.8843847698502281 6.794423809717611E-4 0.11493578776880027 +0.3030350131665216 0.045527693106968484 0.6514372937265099 +0.036316367314213255 0.10900366131461885 0.8546799713711679 +0.9076427250381875 0.002182263562871842 0.09017501139894053 +0.546142670464486 0.4442840126706615 0.00957331686485254 +0.6870282144657216 7.488925400900564E-4 0.31222289299418826 +0.003391443133692952 0.12398104643571786 0.8726275104305891 +0.019074952720454987 0.01762644329789339 0.9632986039816517 +0.9964598018124909 0.0011182651872525538 0.002421933000256436 +0.059349160306586234 0.095687111718928 0.8449637279744857 +0.9220944247704391 3.773513797533999E-4 0.07752822384980765 +0.9986520937824376 0.0013173752368901993 3.0530980672289096E-5 +0.7952004729175738 4.2204727704634246E-4 0.20437747980537993 +0.990553256535946 2.053553869795795E-4 0.00924138807707445 +0.0027605391508575446 0.7206268345076352 0.27661262634150735 +0.611356165232032 0.3886274315517944 1.640321617361055E-5 +0.004092142795233009 0.9308870800757251 0.06502077712904179 +0.9988703265494738 2.023706761820159E-5 0.0011094363829080036 +0.41534149527859565 0.5845355926354104 1.2291208599389452E-4 +0.992597379819911 0.005941043300625641 0.0014615768794634216 +0.9805313534606767 0.002961423509776789 0.01650722302954647 +0.05269958094264193 0.0025963084670974574 0.9447041105902606 +0.119644464479785 3.584430034429991E-6 0.8803519510901807 +0.041839210173652545 0.9564182861523933 0.0017425036739542664 +0.07304997933368669 0.9062217439937418 0.02072827667257157 +0.018897057737896628 0.15245589514923039 0.828647047112873 +0.9134932496456892 1.0714777048040494E-4 0.08639960258383043 +0.993876456864571 0.0061162781681162876 7.264967312759067E-6 +0.006782388298187923 0.22351640730584682 0.7697012043959652 +0.19265310704762406 0.8013301312033368 0.006016761749039014 +0.06485694584173278 0.0037748597875135723 0.9313681943707537 +0.9899437336382101 0.004225606534953463 0.00583065982683661 +0.8406989428838302 0.007630976001720998 0.15167008111444882 +0.6136291677205137 0.3863649666682307 5.865611255589333E-6 +0.9988710927094303 8.54747930182925E-4 2.7415936038697764E-4 +0.9964297222631646 0.00309838966340364 4.718880734317593E-4 +0.06297446171631418 0.015772489551820035 0.9212530487318659 +0.9946679256378708 0.003924096665397159 0.0014079776967320693 +0.05244261607665982 0.947193698458207 3.636854651332201E-4 +0.9970948476722467 0.0014195333464147315 0.0014856189813386542 +0.6516576075871233 0.3235469505069123 0.024795441905964437 +0.9942895574323664 0.005580545743800151 1.298968238334069E-4 +0.46160026186842046 0.5383976284895372 2.109642042335555E-6 +0.9824032075868183 0.003642041874201773 0.013954750538979955 +0.23785179324453798 0.7606666501983261 0.0014815565571358886 +0.9883915852247747 0.011142677650042588 4.6573712518270115E-4 +0.004607476973157738 0.9865255444107202 0.008866978616122217 +0.9972445456871105 8.509078795648816E-6 0.002746945234093827 +0.9939223144982988 0.0017341197094677243 0.004343565792233466 +0.12092968998927779 0.879011810658198 5.849935252428876E-5 +0.9984005155476833 5.697219813550378E-4 0.0010297624709615775 +0.014220043602436517 0.9842724007329299 0.0015075556646336672 +0.9716452007411894 0.01928310267858115 0.009071696580229424 +0.9754135723437144 0.005146994794740165 0.019439432861545487 +0.02921447434730359 0.004532147914377858 0.9662533777383184 +0.1763868314712088 6.617581777218687E-4 0.8229514103510692 +0.6793874290843147 0.31571114232472747 0.004901428590957848 +0.990732805372756 7.121425101494594E-4 0.008555052117094505 +0.9922943683523764 0.007084791692524712 6.208399550989131E-4 +0.996741076041885 0.0031456108794757783 1.1331307863918816E-4 +0.6278496514558823 0.3637538570027329 0.008396491541384846 +0.03709304339325211 0.9621190746686612 7.878819380866884E-4 +0.4709071048514009 0.0011824362523635819 0.5279104588962356 +0.97314150527533 0.022405235130743908 0.004453259593925986 +0.9830766171237856 0.013992188719790985 0.0029311941564233437 +0.07099846661438457 0.4021137771416848 0.5268877562439306 +0.22272152346848087 0.7769508127194891 3.276638120301798E-4 +0.5662341860184719 0.4337609585410544 4.85544047382244E-6 +0.9773238880610323 0.014420570200125816 0.008255541738841967 +0.08213581941940966 0.0036340636103332725 0.9142301169702571 +0.9671856238883015 3.0200240432491773E-4 0.03251237370737344 +0.9965676853711011 0.002265970046217071 0.001166344582681866 +0.00747179423310879 0.5731120377469059 0.4194161680199854 +0.9744170702065718 2.2009253594723226E-5 0.02556092053983353 +0.03850385371649774 0.004241711042743646 0.9572544352407587 +0.2207720188622724 0.0010661066875746498 0.778161874450153 +0.9979250126063922 3.1169654945932627E-4 0.0017632908441484847 +0.5853829706003729 4.5355118267096967E-4 0.4141634782169561 +0.012575146886280242 0.9808585656122106 0.00656628750150913 +0.752802703105722 0.24716507199244708 3.222490183103545E-5 +0.998258140958752 3.2764719186788106E-5 0.0017090943220610393 +0.9997004359164638 1.5461522163422825E-5 2.841025613727035E-4 +0.8454611146091914 6.707059550089485E-6 0.15453217833125846 +0.0394055095935936 0.9504615388404881 0.010132951565918235 +0.011717458807817452 0.930325739444716 0.05795680174746673 +0.9277009735525207 0.07072023266835356 0.001578793779125742 +0.9921992199660689 0.0010141427491030068 0.006786637284828006 +0.004417039998602729 0.613780199811375 0.38180276019002235 +0.9225921578642963 0.07668029483371269 7.275473019910821E-4 +0.9799740290635277 0.01038993649125005 0.009636034445222355 +0.5267120113280557 0.0038716053956634345 0.4694163832762809 +0.5492660394689723 8.623251539822293E-5 0.45064772801562947 +0.9914307126340971 0.005042570288829099 0.0035267170770736656 +0.9933602060766984 0.003954036509608871 0.0026857574136927085 +0.13765524940016557 1.9197239331189482E-4 0.8621527782065225 +0.9107125504285741 0.08720154877932598 0.002085900792099861 +0.9971499151886156 7.708793563122982E-4 0.002079205455072097 +0.3917592961481936 0.0011494766153531803 0.607091227236453 +0.9919864315096437 0.006389680237022118 0.0016238882533342366 +0.9911486887806936 0.004566130690033722 0.004285180529272661 +0.9865070564645736 5.209267974870724E-4 0.01297201673793945 +0.13134423019082053 0.5267288110896101 0.34192695871956946 +0.9931497554845097 0.006641954029914184 2.0829048557617747E-4 +0.045099870484929326 0.017925176957061365 0.9369749525580093 +0.9992026798485307 5.804204282645551E-4 2.1689972320477468E-4 +0.36560939639016116 8.516912754452821E-5 0.6343054344822944 +0.058362108466522795 0.9410038579469514 6.340335865258855E-4 +0.8304219397664853 5.260129387611303E-5 0.16952545893963852 +0.029299417158043788 0.9675120530472827 0.0031885297946734397 +0.15362943705778093 2.1288967273232055E-4 0.8461576732694868 +0.9918233052178591 1.6203030364693699E-4 0.008014664478494025 +0.9997907196343535 1.8603971031676917E-4 2.3240655329649603E-5 +0.771157753892359 2.2263611317579183E-5 0.22881998249632338 +0.9557371887445648 0.03357992685742184 0.010682884398013341 +0.9431921234895995 1.5865356086252821E-4 0.05664922294953803 +0.9680873231080829 0.030802719030319756 0.0011099578615973514 +0.17589600139038492 0.0023035200997504513 0.8218004785098647 +0.04595245143316402 0.9515373943891733 0.002510154177662655 +0.9893617345567264 4.882939446570973E-5 0.010589436048807898 +0.17584518134342803 0.6173871891351138 0.20676762952145825 +0.8675244001736111 0.13236522359066577 1.1037623572330949E-4 +0.01803069984137017 0.0038054268289973627 0.9781638733296325 +0.014531739618953564 0.04085079643883728 0.944617463942209 +0.009003623261449448 0.022442338896342697 0.9685540378422078 +0.9980679139520218 0.0019292608929350112 2.8251550431426286E-6 +0.9176938376362558 0.0713571372675657 0.010949025096178578 +0.7899144047834844 6.620017994711644E-4 0.20942359341704445 +0.9984750606384398 2.254409985808949E-4 0.001299498362979248 +0.988320478925575 0.0016444889910747448 0.010035032083350359 +0.032068854122606565 0.028806138718392483 0.9391250071590009 +0.4735949046523467 0.10783925824828156 0.41856583709937173 +0.11769868796394847 0.882207590016441 9.372201961049321E-5 +0.18298335019429193 0.8160926918947371 9.239579109710271E-4 +0.009334655206454042 0.946262728469278 0.04440261632426813 +0.9765209513741705 0.023174510951272514 3.045376745571788E-4 +0.012719697347763279 0.8686868853632852 0.11859341728895145 +0.9965038507713538 7.00137167659491E-4 0.002796012060986683 +0.9971483983905406 0.0028364873836427356 1.5114225816807212E-5 +0.999599464445556 1.73991495932197E-4 2.2654405851176086E-4 +0.9977734991946793 8.464989879071489E-4 0.00138000181741363 +0.010385114687579121 0.9859753251623253 0.003639560150095657 +0.9734839040525999 0.014342213547435747 0.012173882399964338 +0.950877461812757 0.021961431975122753 0.027161106212120135 +0.05355646600767097 0.0013671935520616209 0.9450763404402673 +0.9964041454462675 0.003461019300315205 1.3483525341720148E-4 +0.99422046335291 2.145781639500322E-5 0.005758078830694997 +0.6127551961721643 0.0031429740390310516 0.3841018297888046 +0.005921683339303046 0.960209978037097 0.03386833862359999 +0.9998176581393605 4.5232094128107086E-5 1.3710976651136754E-4 +0.9787963582636521 0.00497795473866316 0.016225686997684795 +0.00764150426692935 0.9163755521314813 0.07598294360158935 +0.14385803639616646 0.02292459939109138 0.8332173642127421 +0.20959552891183927 0.001144104269332047 0.7892603668188288 +0.7090717584547246 9.320770001212588E-4 0.28999616454515426 +0.9390461692025518 0.0596898907540524 0.0012639400433958588 +0.018391538618690126 0.9773042425860906 0.004304218795219226 +0.9865952571835666 2.341367703114493E-4 0.013170606046121877 +0.09799289233352992 0.0224007362683851 0.879606371398085 +0.20776154744383135 0.4290109626566406 0.36322748989952797 +0.05319287677013148 0.048095952786691716 0.8987111704431768 +0.28311624062139135 0.7166182848238344 2.6547455477423493E-4 +0.032654378157339736 0.8372148255179594 0.1301307963247008 +0.033977593223183465 0.9630408101046937 0.0029815966721228582 +0.10996950189391719 0.8195384335476601 0.07049206455842275 +0.9649859364696478 0.03446805528070692 5.460082496451377E-4 +0.961552402163478 0.006772370300757379 0.03167522753576463 +0.8876405048481846 0.1085520820818365 0.0038074130699789956 +0.5740447680994162 0.41511126905281803 0.010843962847765667 +0.012521937042876245 0.7561494445465593 0.23132861841056454 +0.07692026785429786 0.0038189373825685984 0.9192607947631336 +0.19906290854795441 0.7885232677191354 0.012413823732910225 +0.9962381535140966 9.386144043391625E-5 0.003667985045469615 +0.9680756946564429 1.962670671705947E-5 0.031904678636839934 +8.535556623626186E-4 0.7793493240848268 0.2197971202528106 +0.914663568285884 0.004717820822265307 0.08061861089185063 +0.9902756386155528 0.008180400219680814 0.0015439611647663377 +0.8125855098494567 1.1460643394133567E-5 0.18740302950714927 +0.24372448931995785 1.4166355356894328E-4 0.7561338471264731 +0.30702055255285654 0.003002538668578162 0.6899769087785654 +0.9468451275121147 0.052895472876854005 2.5939961103132314E-4 +0.9861011462936434 3.1635503419651654E-4 0.013582498672160052 +0.18746054501433712 0.25328392155266094 0.559255533433002 +0.9905810860910251 0.007478155179296918 0.0019407587296779835 +0.0453637205215557 0.9525507220925719 0.002085557385872706 +0.11469165311227465 0.01012609403285184 0.8751822528548734 +0.1775757496894233 2.7342747460696513E-4 0.8221508228359696 +0.007274130884997022 0.9443036245729814 0.048422244542021466 +0.14458247171601796 0.001087304544063573 0.8543302237399185 +0.9965842540622581 0.001231884908023145 0.002183861029718707 +0.08540850638231684 4.207358797200705E-4 0.914170757737963 +0.16805261951470327 0.032147898280028564 0.7997994822052681 +0.9736449100792617 0.0037298070219155956 0.02262528289882273 +0.6193321578709287 0.3766103865558834 0.0040574555731879266 +0.8672205688321816 0.03088723001328005 0.10189220115453841 +0.2699530943662138 0.0012863920533417242 0.7287605135804446 +0.5149887039864482 3.687427463120204E-5 0.48497442173892047 +4.278908169406948E-4 0.5385275230868887 0.46104458609617066 +0.5386590758224347 2.5613266680314423E-4 0.46108479151076226 +0.9267953699416945 0.05895804316246964 0.014246586895835805 +0.1947688822348007 0.004173617835906279 0.801057499929293 +0.583959769118312 0.09085801413317564 0.32518221674851233 +0.021248719417779643 0.05007595854107382 0.9286753220411466 +0.976177718417609 0.0034268397767480588 0.020395441805642896 +0.007005924988617444 0.9916849372389022 0.0013091377724802442 +0.025975470561307796 0.9729083137775447 0.0011162156611475773 +0.07504818250405189 0.9219206161485757 0.003031201347372192 +0.07129199392157982 0.9283073200379102 4.0068604050983337E-4 +0.29228338569311574 2.179201987536847E-4 0.7074986941081306 +0.9997072752459334 2.824154122885082E-4 1.0309341778040298E-5 +0.007267965371529578 0.517554724740227 0.4751773098882434 +0.9854124438109163 0.005165269335309537 0.00942228685377415 +0.003420281365559124 0.43082061436991936 0.5657591042645214 +0.007745009453128942 0.04349618075869346 0.9487588097881776 +0.02963078949726982 0.8587795093930056 0.1115897011097245 +0.9911586619389009 7.936185897789184E-5 0.008761976202121206 +0.2236942507178372 0.7762509052751823 5.484400698064361E-5 +0.9987795734573851 0.001136205919599879 8.42206230150436E-5 +0.005203489367558471 0.987392391745862 0.0074041188865794074 +0.0024256151277885054 0.7845898293955523 0.2129845554766592 +0.07125691431583352 0.019323661260104645 0.9094194244240619 +0.9985984870661091 9.974308373020982E-4 4.040820965887649E-4 +0.012766966452626 0.004273259576306558 0.9829597739710675 +0.9960007386496683 0.0011534942088979275 0.002845767141433687 +0.9605088847311741 0.015777342888127783 0.023713772380698148 +0.05125075049995839 0.9393872667778179 0.009361982722223784 +0.01503771626778782 0.9554578661114093 0.029504417620802977 +0.0503618016645675 0.0043176600592055685 0.9453205382762269 +0.003189459339372034 0.42607849584277235 0.5707320448178557 +0.7758678389767784 0.1188081012695577 0.10532405975366382 +0.9989854277358033 7.271227358041287E-5 9.418599906162268E-4 +0.9508370905562644 0.04400101586985897 0.0051618935738767914 +0.9944704355427078 0.004989366975377324 5.40197481914996E-4 +0.00986004613952431 0.09205311423359275 0.898086839626883 +0.07650696570465691 0.9198145163217313 0.0036785179736118978 +0.4354523482596744 0.13653629621416932 0.42801135552615627 +0.019171576532867756 0.9703099744664538 0.01051844900067837 +0.9686320126522576 0.006117631387540296 0.025250355960202094 +0.9726679212696298 0.026331718483839903 0.0010003602465302784 +0.03568067824941105 0.030489607075532377 0.9338297146750565 +0.004141690881518836 0.9774855061577236 0.018372802960757467 +0.9950857058574732 0.0018712358759399614 0.0030430582665868684 +0.016555094955935 9.030637184769854E-4 0.982541841325588 +0.0021553472539616557 0.9342069728984375 0.06363767984760099 +0.014410472344641385 0.9818117761982972 0.003777751457061452 +0.004393211037786209 0.9894748311589087 0.006131957803305207 +0.023049758631027536 0.004251536571278746 0.9726987047976936 +0.856050578350836 0.0026975628841616524 0.14125185876500243 +0.9888753029978996 0.004860742358890157 0.006263954643210163 +0.9979564788128654 0.0015228884138660528 5.206327732685576E-4 +0.006998657280469974 0.9874101707213957 0.005591171998134287 +0.08172773719386772 0.0016746781754052138 0.916597584630727 +0.05244261607665982 0.947193698458207 3.636854651332201E-4 +0.7847306620933165 5.15877413700333E-4 0.21475346049298313 +0.995820404831951 0.003397987288762272 7.816078792867451E-4 +0.999069738980062 1.3629769023092915E-4 7.939633297070692E-4 +0.985379102996853 3.9770303713382776E-4 0.014223193966013103 +0.05780064196141544 0.9415968759473836 6.024820912010448E-4 +0.2605322725869841 0.009484489568371298 0.7299832378446446 +0.6027268693770624 0.001337520528804381 0.3959356100941332 +0.0353393651330519 0.005768939892767322 0.9588916949741808 +0.9632899630501349 0.03663953170531941 7.050524454584083E-5 +0.024628923417110603 5.710459897346902E-4 0.9748000305931547 +0.0697240425174046 0.004938957272764625 0.9253370002098308 +0.9917807079761243 0.004589656861923329 0.0036296351619524163 +0.48968747942470653 0.5103113217079813 1.1988673120785831E-6 +0.002449791980296315 0.957092629794244 0.040457578225459666 +0.9669367147668088 0.03136169823341178 0.0017015869997793142 +0.5597185239332727 0.4362270705488829 0.004054405517844246 +0.998446014136296 0.0011474150291868085 4.065708345173084E-4 +0.9987148630489251 0.0010543828424329656 2.307541086419919E-4 +0.9580260558162381 0.01783808391269157 0.024135860271070307 +0.8317918460770187 0.007576975420061046 0.1606311785029201 +0.9997559854575238 1.743466793325185E-4 6.966786314374401E-5 +0.05780064196141544 0.9415968759473836 6.024820912010448E-4 +0.06371444708770964 0.9361487110080704 1.368419042200931E-4 +0.0011938208282908306 0.6791329350642027 0.3196732441075065 +0.9974855238373922 0.0015776830730802856 9.367930895275343E-4 +0.23059009532305627 0.7693808746529067 2.9030024036933934E-5 +0.9982168762064454 2.675222297802979E-4 0.0015156015637742938 +0.9484764630133441 0.0480563615395944 0.003467175447061561 +0.9994728249662025 1.0247819262596419E-4 4.2469684117163735E-4 +0.3175176215036722 7.083718650747607E-4 0.681774006631253 +0.9354028226669046 0.0031229662963021035 0.06147421103679333 +0.18846838234208882 0.1713833078624255 0.6401483097954855 +0.12557699787637147 0.014339696709914794 0.8600833054137137 +0.009447338196096436 0.720701515561079 0.2698511462428245 +0.9979433445938982 7.789240572715052E-4 0.0012777313488301024 +0.01778752956227929 0.9812719985782508 9.40471859469814E-4 +0.13844123774298364 0.7129755287816112 0.14858323347540522 +0.34122815910866877 0.6587189258015265 5.291508980475351E-5 +0.06446415569052874 0.9248099239054511 0.010725920404020164 +0.02206612512951046 0.014223250262666246 0.9637106246078234 +0.0024130270184597874 0.079548171943056 0.9180388010384841 +0.0481945126834822 0.9515215312813735 2.839560351442878E-4 +0.37001081876958924 6.536613281547757E-5 0.6299238150975952 +0.20232719884342926 1.262115958187325E-4 0.7975465895607521 +0.9997230746072049 2.1321683606663965E-4 6.37085567285563E-5 +0.07606940917670224 0.0027041346976777133 0.92122645612562 +0.9973273858489778 0.001401704291021984 0.0012709098600001201 +0.9940417304844185 0.0012748892517688163 0.0046833802638127624 +0.055246775829711325 0.9284967655786879 0.01625645859160082 +0.0029293441620055873 0.2865326175148485 0.7105380383231459 +0.997617400614006 3.1042978284343E-5 0.0023515564077096823 +0.13130872623670795 0.03317708720313451 0.8355141865601575 +0.038659243293852265 0.9608955746408154 4.451820653322726E-4 +0.1425366690070925 0.8570546154283626 4.087155645449021E-4 +0.01017258742764908 0.9860616916367984 0.0037657209355525206 +0.8689685843580353 0.13100544666729474 2.596897466990938E-5 +0.030646707658151095 0.039646543473338146 0.9297067488685108 +0.13931715464656416 0.8594250723070224 0.00125777304641346 +0.1243455202340733 0.011506213504805166 0.8641482662611216 +0.00323666582858728 0.8855822248803856 0.11118110929102702 +0.9347576073807382 0.0557351078018306 0.00950728481743104 +0.9962841978680855 0.0021487955158395627 0.001567006616074872 +0.793814571338817 0.1748198305576591 0.0313655981035238 +0.9996279998383064 1.2282199164282963E-4 2.4917817005070954E-4 +0.1277923859092165 5.271223752983647E-4 0.8716804917154851 +0.002278478412621549 0.7595336748704189 0.23818784671695953 +0.002789925062388986 0.986689405204997 0.01052066973261379 +0.9953611923069379 7.5502963463105625E-6 0.004631257396715721 +0.9788652882678243 0.02062195909492389 5.127526372518982E-4 +0.9931749134021426 2.950421844029647E-4 0.006530044413454384 +0.613547860750945 6.792776409083202E-5 0.38638421148496416 +0.4747432593050799 0.4913291858536096 0.033927554841310575 +0.24374172493234036 0.0017753132318008577 0.7544829618358587 +0.028579813998325095 0.8613587982126409 0.11006138778903396 +0.9375330309724448 0.0013958634199355904 0.06107110560761964 +0.03592286442558017 0.937932644164189 0.026144491410230838 +0.5369475928900436 0.06828702252488773 0.39476538458506877 +0.9746027661496673 0.02091551293592236 0.004481720914410269 +0.23561195167782475 1.7591087560148925E-4 0.7642121374465738 +0.9951677051050541 0.004302395253438349 5.29899641507461E-4 +0.4356094248508468 1.1163578500755838E-4 0.5642789393641456 +0.3930529301521277 0.6052089635732183 0.0017381062746539826 +0.006006166635079941 0.7963235927695644 0.19767024059535557 +0.3902712969953078 0.6096404268916618 8.82761130304727E-5 +0.9807227555282626 0.015602613422662984 0.003674631049074416 +0.9983140522533074 4.8663864143398406E-4 0.0011993091052586288 +0.011557106646827487 0.9859701216092746 0.002472771743897988 +0.9936931235971512 3.931697360512314E-4 0.005913706666797497 +0.9858456714473882 2.9516366455184154E-4 0.013859164888059999 +0.11779851559151573 0.0031873870430807745 0.8790140973654035 +0.9921686402942348 0.00779838786469374 3.2971841071360676E-5 +0.9911486887806936 0.004566130690033722 0.004285180529272661 +0.04773299814730157 0.0021364115011456926 0.9501305903515528 +0.9982087429642986 4.532783204149453E-4 0.0013379787152865124 +0.7040509330715856 0.2958690551241957 8.001180421871485E-5 +0.23204859530889288 0.018819745370638297 0.7491316593204689 +0.9978737166874871 2.078126339186526E-5 0.002105502049121029 +0.02921447434730359 0.004532147914377858 0.9662533777383184 +0.14840303470775326 0.6078226875356856 0.24377427775656116 +0.9276521358662592 7.078461621482108E-5 0.07227707951752614 +0.03372761471858804 0.9586887779186193 0.007583607362792624 +0.819211486366066 7.503061105554222E-4 0.18003820752337865 +0.9935045678219223 4.934707288907492E-4 0.006001961449186907 +0.9181511427788367 0.02473020428539405 0.057118652935769156 +0.9845741880156194 0.01542470427440988 1.107709970892491E-6 +0.737667035949688 0.003257124765206243 0.2590758392851057 +0.9705627411243588 5.445317957076436E-4 0.028892727079933633 +6.423737157685758E-4 0.4544551193654837 0.5449025069187478 +0.07462209322751538 0.9218539952696279 0.0035239115028566246 +0.024463310576637053 0.007089385138802257 0.9684473042845606 +0.9982770850581251 8.681136559165656E-4 8.548012859584107E-4 +0.09663225791130453 9.713494923223417E-4 0.9023963925963733 +0.15161226186392796 0.8460965414409822 0.002291196695089869 +0.24727118701563336 0.6916650437219491 0.06106376926241757 +0.8177689463364186 0.17704838090420508 0.00518267275937628 +0.9952941586349661 0.004382162599864801 3.236787651690334E-4 +0.01030520889822983 0.022643895358618625 0.9670508957431515 +0.9971615674915746 3.947075443397404E-4 0.0024437249640855965 +0.04251869260962587 0.9491985245429339 0.008282782847440317 +0.2976041066225103 1.0601703929722739E-4 0.7022898763381925 +0.08358127982120517 0.013595130661388547 0.9028235895174063 +0.9935639202997038 0.004736261898600138 0.0016998178016960352 +0.26457519240169386 0.7353398831219642 8.492447634190749E-5 +0.9948907919598097 0.004849448143344491 2.597598968458477E-4 +0.023506051662263477 0.9523758017774453 0.02411814656029128 +0.3256633158707041 0.6743335606273269 3.1235019690396827E-6 +0.9554356056541613 0.04402092518351163 5.434691623270629E-4 +0.9836494731523737 0.016027972265646655 3.225545819795168E-4 +0.9835741648516517 0.010727321173848305 0.005698513974499931 +0.6546613656058209 9.122630341239656E-4 0.344426371360055 +0.030525514272575924 0.9492561830454511 0.020218302681973034 +0.4447547041128605 6.41968122917218E-5 0.5551810990748478 +0.9975339784300771 0.0012320049680194316 0.0012340166019033844 +0.9005495764998163 0.09878509428948992 6.653292106937901E-4 +0.8322880830275111 0.16760278990481786 1.091270676710453E-4 +0.9450722976632034 0.05474648546448302 1.8121687231352786E-4 +0.9948312206794222 9.128394776344603E-4 0.004255939842943398 +0.045099870484929326 0.017925176957061365 0.9369749525580093 +0.9891794223392786 0.010817678174301687 2.899486419790465E-6 +0.9967809071427377 0.002841470300888804 3.7762255637342746E-4 +0.027380815322305158 0.036144098484690725 0.9364750861930042 +0.9928524650167587 0.0070909408110699165 5.6594172171235535E-5 +0.08477436577355606 0.01608141396602061 0.8991442202604233 +0.22174764172377226 1.8248827966465732E-5 0.7782341094482612 +0.9851164530830502 0.003556265353317759 0.011327281563632033 +0.6236852278905155 0.003547655151619403 0.372767116957865 +0.001848052109147649 0.840045724045189 0.15810622384566336 +0.02995493704677884 0.9696750934788124 3.699694744085497E-4 +0.23177604841370106 0.7647476267386903 0.00347632484760851 +0.7187417984084037 0.001090072384247125 0.28016812920734924 +0.9711717130975599 0.02686388845964881 0.001964398442791417 +0.005715966298687983 0.8039534167306059 0.1903306169707061 +0.10786630196405665 0.17973427324263933 0.712399424793304 +0.9924975669986541 0.006958455022184999 5.439779791606944E-4 +0.8689524107868685 0.13093794877908244 1.0964043404910558E-4 +0.03608515278964551 0.9632423179928405 6.725292175139456E-4 +0.8788523688712849 0.015427217692805468 0.10572041343590967 +0.024140728714977404 0.9545238618790418 0.02133540940598077 +0.010599051577710808 0.011092620560124323 0.9783083278621648 +0.07557450870798979 0.9128324300592275 0.01159306123278265 +0.7383451788014972 8.30181669237299E-4 0.2608246395292655 +0.7969005085311627 0.19491451013499198 0.008184981333845404 +0.0589788082522303 0.9402674275294369 7.537642183328487E-4 +0.999337079105383 5.192691644714735E-4 1.4365173014545848E-4 +0.9936090879231089 0.004992676000512578 0.0013982360763785595 +0.19474637839845943 0.0015455520205820844 0.8037080695809584 +0.06701501688453916 0.006418555445147416 0.9265664276703134 +0.999006772696073 8.573139803261102E-4 1.3591332360096784E-4 +0.9979450380360307 6.591336907187452E-5 0.0019890485948972753 +0.9397796502567939 0.0597052122434781 5.15137499728092E-4 +0.9638539238938195 0.02697582405150924 0.009170252054671164 +0.49257579599794993 0.5072958072131745 1.2839678887557686E-4 +0.3055801260243952 0.6942505211104272 1.693528651777561E-4 +0.08820956618484278 0.911517259054133 2.7317476102425056E-4 +0.9771037269346643 1.8299415249835187E-5 0.022877973650085946 +0.004201383436418227 0.978317241359333 0.017481375204248823 +0.02485298399658749 0.9748459908472451 3.0102515616727265E-4 +0.8058634987605396 0.090436739810774 0.10369976142868631 +0.8763025018763871 0.07408178161487251 0.04961571650874034 +5.808571543117148E-4 0.4160980833534726 0.5833210594922156 +0.982993118605658 0.0011205714381839734 0.015886309956158005 +0.009365259939817143 0.9885254632784398 0.0021092767817429904 +0.008107541150871058 0.98680982078586 0.0050826380632690024 +0.9973154706978326 9.970802118809488E-4 0.0016874490902865297 +0.14363702148689575 0.001775476595504784 0.8545875019175996 +0.9563859830162629 0.04082326533175373 0.0027907516519834613 +0.6460359857819987 0.02670866109888141 0.3272553531191199 +0.057482208045254654 0.9288623094420945 0.01365548251265086 +0.23703162242780818 2.452235227860924E-4 0.7627231540494057 +0.8555341626418435 0.017513056058056073 0.12695278130010051 +0.17720596241410122 1.316434780572447E-4 0.8226623941078416 +0.9996122224416458 1.5192728029531978E-4 2.3585027805902322E-4 +0.039096192097160594 0.6854588124142469 0.2754449954885926 +0.9863028588781951 0.01355683718956051 1.4030393224439368E-4 +0.9904791420365243 0.009423671728276968 9.718623519878086E-5 +0.31657830003699655 0.6834163928266854 5.3071363180467505E-6 +0.9918375132443107 0.003683179105461694 0.004479307650227652 +0.9996590069356818 2.389048904540912E-4 1.0208817386407907E-4 +0.9971478357869361 0.0025369225832937363 3.152416297701309E-4 +0.8690932227154898 0.13087001753908706 3.675974542303038E-5 +0.9452167372572812 0.054278138785656495 5.051239570624106E-4 +0.9329702714653204 0.05902991197983755 0.007999816554842006 +0.5033071372780508 0.001928320700192188 0.4947645420217572 +0.08778810069034909 0.9050362865035562 0.007175612806094786 +0.0174828247066502 0.007495433614720158 0.9750217416786296 +0.28236979069578644 0.7175973403360186 3.286896819493136E-5 +0.4509519123001413 0.5472455380300889 0.0018025496697697387 +0.13043301793869275 0.8648385246027782 0.00472845745852897 +0.1332236295058468 1.4141947671369415E-4 0.8666349510174396 +0.004445409349597602 0.9836442921898716 0.01191029846053089 +0.9960664347220364 0.0034277063617580606 5.058589162055832E-4 +0.01753375489503827 0.9444802678240177 0.03798597728094402 +0.025055658594009468 0.002652167335281264 0.9722921740707092 +0.9943783894299989 5.263898751944891E-4 0.005095220694806723 +0.7273507485307603 0.264408876354144 0.008240375115095771 +0.9488861108543313 0.04881681455414101 0.002297074591527762 +0.8207532653380175 0.17916419551062276 8.253915135981244E-5 +0.9816805955389113 0.017383502484694013 9.359019763947177E-4 +0.8298377372295896 0.16926243817144537 8.998245989649859E-4 +0.004769609899781201 0.9673672348624259 0.027863155237792835 +0.025304613110759582 0.8170994213935739 0.15759596549566646 +0.0066540950089606955 0.02319215675931409 0.9701537482317252 +0.2379175349941419 0.015048542128399003 0.7470339228774591 +0.7553949271311694 0.24366929769938164 9.357751694489924E-4 +0.016027698719107773 0.11792213585086753 0.8660501654300247 +0.997306815817622 0.0013928132959428786 0.0013003708864350804 +0.8365895907078708 0.05345623665921345 0.1099541726329158 +0.17769825864777952 0.6557493442688133 0.16655239708340716 +0.0010451963215946031 0.7884924278783425 0.2104623758000628 +0.04033288636725786 0.938040250945697 0.021626862687045192 +0.023259388937542067 0.007978033025325699 0.9687625780371323 +0.06069219189426069 9.413703876347067E-4 0.9383664377181047 +0.9842315849693958 0.0012353422280440417 0.014533072802560191 +0.8473488443405699 0.0017883387942689273 0.15086281686516126 +0.9467625833167975 6.311700243882143E-5 0.05317429968076363 +0.11093174765748266 0.007085518737544136 0.8819827336049733 +0.9934854120937247 0.006327887377648175 1.8670052862727817E-4 +0.9930686565154924 4.243791852094369E-4 0.006506964299298232 +0.059859263574240644 0.00857012414879777 0.9315706122769615 +0.40544401780063866 0.0016979076432776421 0.5928580745560837 +0.9969378793101547 0.0016928436662945886 0.0013692770235507281 +0.0589788082522303 0.9402674275294369 7.537642183328487E-4 +0.02787597938867017 0.9412045590380643 0.030919461573265465 +0.029834134025778492 5.723984715796625E-4 0.9695934675026419 +0.00544112403811989 0.8297062627443063 0.1648526132175738 +0.9915743630331452 0.008025062263391392 4.005747034634442E-4 +0.002429097934415956 0.8783195514349408 0.1192513506306433 +0.9984930233168015 1.7688804482199596E-4 0.0013300886383766006 +0.278357568628906 2.9923998411406042E-5 0.7216125073726827 +0.26221878302441665 8.90522548664554E-4 0.7368906944269188 +0.28321735254506875 0.007470300928285779 0.7093123465266454 +0.6706809817954199 0.3290075898140872 3.114283904928215E-4 +0.03709304339325211 0.9621190746686612 7.878819380866884E-4 +0.2744729199349564 0.4384385592084146 0.28708852085662895 +0.2106010464379714 0.7887393512712094 6.596022908191444E-4 +0.04809342662661645 0.950170221801418 0.0017363515719655985 +0.054703714081622064 6.446788681971965E-4 0.9446516070501807 +0.9958410761556111 2.1288287515273024E-5 0.004137635556873516 +0.9808852271501093 0.019095987446545355 1.8785403345445037E-5 +0.014033288077366753 0.9708766855194261 0.015090026403207132 +0.0035946197796608774 0.9679881597529431 0.028417220467395976 +0.05771646528094843 0.006809633056568948 0.9354739016624827 +0.012207213643263732 0.9801688077687679 0.007623978587968345 +0.06069219189426069 9.413703876347067E-4 0.9383664377181047 +0.004737745713930093 0.9940821869999882 0.0011800672860817743 +0.9948395134642157 0.004911014933021743 2.4947160276257994E-4 +0.014393114448618731 0.9167080452183001 0.06889884033308116 +0.8792485411729442 0.11714122560223263 0.003610233224823252 +0.998185962348718 0.00171489426419862 9.914338708335857E-5 +0.028570223111337473 0.9707534123612676 6.763645273949841E-4 +0.981824920004816 0.0013056584737800745 0.01686942152140382 +0.06306666401313067 9.69149881589004E-5 0.9368364209987103 +0.325122954859748 0.006532773755965774 0.6683442713842862 +0.9940125209202134 7.592688757659737E-4 0.005228210204020654 +0.9996150226079406 1.592119798576198E-4 2.2576541220195728E-4 +0.9909840909029202 5.511493500717726E-4 0.008464759747008143 +0.9849667657650178 0.0012622939155000454 0.013770940319482004 +0.11545421649991645 0.002651801391764584 0.8818939821083189 +0.00410711167353294 0.6418878453856578 0.35400504294080926 +0.0052860482123950805 0.9866358231231791 0.008078128664425789 +0.26268640954089617 0.7372250091614965 8.858129760739458E-5 +0.04740441132235174 0.0014106176016603661 0.951184971075988 +0.9938382467855722 0.006065149316238139 9.660389818969277E-5 +0.9529949896696993 2.93759350522885E-4 0.046711250979777824 +0.08878257932693724 0.9111347230274233 8.269764563933804E-5 +0.8410936002618572 0.1586796233731597 2.2677636498310733E-4 +0.0689760554138412 3.5514243784827426E-4 0.9306688021483105 +0.9989293544008888 5.929496309494438E-4 4.7769596816165554E-4 +0.018895971120863973 0.001176174175439498 0.9799278547036965 +0.016600253809949183 0.9788425494717382 0.004557196718312634 +0.8841882761079243 1.36594804427335E-5 0.115798064411633 +0.3385349945160263 0.656837883962662 0.004627121521311653 +0.9592225699149981 0.04004486393815679 7.325661468451428E-4 +0.7896427466046095 0.21031650331751142 4.075007787915805E-5 +0.9738818447862179 0.01859462288800943 0.007523532325772718 +0.9945216353283455 0.0010137107273512766 0.004464653944303232 +0.03326984958717976 0.5750155555481564 0.3917145948646639 +0.9893629311658477 0.0013179258410111986 0.009319142993141145 +0.9759118590994973 0.023964676525437715 1.2346437506490057E-4 +0.0634790065257224 0.003448467339363344 0.9330725261349142 +0.005040565300300451 0.8887120513139303 0.10624738338576924 +0.027729990396033417 0.0426367858615565 0.9296332237424101 +0.9117165306345473 0.08779248416711691 4.909851983358577E-4 +0.9983810137655693 0.0014082559461130416 2.1073028831769224E-4 +0.986776042835929 0.0027263927596848626 0.010497564404386128 +0.9747244621877109 0.021906326690123806 0.003369211122165339 +0.64496126026693 0.3550344787397481 4.260993321800241E-6 +0.9692219196900675 0.029870380549267245 9.076997606650727E-4 +0.3208411650098541 0.0010262777507895142 0.6781325572393563 +0.10025316190057985 0.8984435013686948 0.0013033367307251813 +0.9899565727435379 0.009233824738607854 8.096025178542368E-4 +0.09848118835223935 0.9002213742290489 0.0012974374187118647 +0.21053352452347326 0.7156614309446685 0.07380504453185827 +0.9996524371926222 2.799059681465414E-4 6.765683923127184E-5 +0.0035905813238664374 0.22966813260804375 0.7667412860680898 +0.9853734254522568 0.012757174798044729 0.0018693997496984644 +0.9753287515685496 0.01206356875412911 0.012607679677321234 +0.07756989501561423 3.0991691363142776E-4 0.9221201880707544 +0.9926303931518302 0.0014904848303037813 0.00587912201786599 +0.002611180946788438 0.2678814742736449 0.7295073447795666 +0.0649814830329179 0.004707224865844369 0.9303112921012378 +0.9928519916198942 3.6349951033174375E-4 0.006784508869774048 +0.9905831951521471 0.006769374262872657 0.0026474305849803616 +0.9973332807070592 9.819661971043453E-4 0.0016847530958364993 +0.07774660088599629 0.8027548389107323 0.1194985602032713 +0.9081114320893733 0.09170016334761356 1.8840456301307524E-4 +0.09079155912697583 0.8776143006468862 0.03159414022613802 +0.9656400430172286 0.010079627350659587 0.024280329632111717 +0.9565817082701894 0.02058215433009374 0.022836137399716776 +0.06042042791297397 0.9390776955576959 5.018765293302133E-4 +0.7393199576507588 0.26064501169922033 3.503065002079409E-5 +0.9980207818047149 9.96942509418371E-4 9.822756858666945E-4 +0.21190625877875138 0.7751754557417987 0.01291828547944984 +0.12232892311266134 0.0013529675117656056 0.876318109375573 +0.09841031884044374 0.901247000856428 3.426803031284612E-4 +0.8157956362628129 0.0562983815557487 0.12790598218143842 +0.9534483716523908 2.637538668131021E-4 0.04628787448079618 +0.014410340211966416 0.983417759426348 0.0021719003616855487 +0.01469383838210771 0.06817830849798179 0.9171278531199105 +0.9840040281100171 0.00410002904022863 0.011895942849754369 +0.0023799507410144087 0.5909319151481692 0.40668813411081617 +0.4067079947451676 0.5932854856977442 6.519557088185692E-6 +0.7648859198164228 0.23499216908742984 1.219110961474201E-4 +0.2788616151470746 0.16703356808008676 0.5541048167728385 +0.32543717997170496 0.006167844944293408 0.6683949750840017 +0.038971361071254526 0.8111306934632887 0.14989794546545687 +0.9930380485657199 7.837738911873315E-4 0.006178177543092749 +0.9612296353075604 0.001116640946352868 0.03765372374608675 +0.012994594126544412 0.9854246071099262 0.0015807987635293006 +0.001704253814357954 0.938710261968104 0.059585484217538016 +0.8388709181115016 0.013243433005347695 0.14788564888315076 +0.06711915809189058 2.3643166585688954E-4 0.9326444102422524 +0.7499795532229744 0.20729639275895959 0.04272405401806596 +0.056996825027020845 0.3921249003547366 0.5508782746182426 +0.009379462631700392 0.2104457712263387 0.7801747661419609 +0.9939643482128898 0.0037034830290661627 0.0023321687580441616 +4.3432142344667734E-4 0.9087097022851286 0.09085597629142465 +0.999672244247332 5.8291105515583475E-5 2.694646471523067E-4 +0.997242417300244 1.9880715863841895E-5 0.0027377019838922584 +0.9936250386907544 0.006353180731835667 2.1780577409898796E-5 +0.02647242034092252 0.01573839747929308 0.9577891821797844 +0.3189522910377487 0.5675133506308959 0.11353435833135546 +0.009646739693458459 0.7478443163328699 0.24250894397367168 diff --git a/src/test/resources/regression/dna.scale/predictions_L1R_LR_bias_1 b/src/test/resources/regression/dna.scale/predictions_L1R_LR_bias_1 new file mode 100644 index 0000000..992a08d --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L1R_LR_bias_1 @@ -0,0 +1,1186 @@ +0.9961605108236585 0.0038334365858583917 6.052590483017517E-6 +0.12863891736945918 3.0209822666739177E-4 0.8710589844038733 +0.439840154398846 0.001064448516487377 0.5590953970846666 +0.9679972901240919 0.03188700793235286 1.1570194355521552E-4 +0.9923337497986503 0.007501421479220217 1.6482872212954212E-4 +0.03388575910251197 0.9443065759946668 0.021807664902821166 +0.9808287824521972 2.0485490783042225E-4 0.01896636263997236 +0.008629164537253238 0.09070864711769734 0.9006621883450495 +0.7357322483304445 0.26405140816226386 2.1634350729161163E-4 +0.12939979271911217 0.8632972695780541 0.007302937702833832 +0.2957454952611463 1.7080463186152108E-5 0.7042374242756675 +0.9826397312269651 0.017305546814794383 5.472195824055735E-5 +0.9851011732134766 0.007115621709411496 0.007783205077111871 +0.9999749086301579 1.9430567086212985E-5 5.660802755929526E-6 +0.06311314952909812 0.936868128843524 1.8721627377921904E-5 +0.999798148816198 2.4136479397178378E-5 1.7771470440494771E-4 +0.06613700623725886 0.8624901156287557 0.07137287813398549 +0.9980810635542892 0.0014917530925387809 4.271833531720908E-4 +0.8036764502312026 0.08152873330569621 0.11479481646310107 +0.026620170817489967 0.08311401239871065 0.8902658167837993 +0.09118248840365069 0.0023590907694229827 0.9064584208269263 +0.9991790788789825 8.136652717910837E-4 7.255849226355671E-6 +0.1986299890846904 0.4063782977364394 0.39499171317887016 +0.0010100873260223192 0.3299799403830216 0.669009972290956 +0.9994278881779473 1.0140573675912902E-4 4.7070608529361905E-4 +0.9986739548218063 9.260045343400252E-4 4.0004064385362585E-4 +0.9870891571383404 0.012120233604273467 7.906092573860364E-4 +0.0401489402006377 0.0021323175108769435 0.9577187422884853 +0.9476998586556608 1.6294373664760137E-4 0.05213719760769158 +0.9980228277592585 0.0019750562778285416 2.1159629129870643E-6 +0.9948930100176752 8.125529249148713E-4 0.004294437057409938 +0.009246064367484428 0.7086070364454978 0.2821468991870178 +0.937304728900645 0.003018166226961842 0.05967710487239312 +0.020533036938393145 3.0366933703740635E-4 0.9791632937245695 +0.023245743301152484 0.975352293882346 0.0014019628165014505 +0.980695888096145 3.662529188775046E-5 0.019267486611967127 +0.8413637048374424 2.1304242960963534E-5 0.1586149909195966 +0.7413879831099889 0.2581440507687472 4.679661212637863E-4 +0.9936828242703684 2.9550873469134296E-4 0.006021666994940363 +0.9972072536474654 0.0026822889516236823 1.1045740091092313E-4 +0.453949012577604 0.5460491304276573 1.8569947387142128E-6 +0.9238703887130304 0.07585342924266296 2.7618204430655065E-4 +0.13855591707478682 0.004174527839084151 0.8572695550861291 +0.018460039751109374 0.9776403192743292 0.0038996409745613984 +0.02645833732524868 0.9470129300176507 0.026528732657100554 +0.02519897642168155 0.1461181962011944 0.8286828273771241 +0.2291013210109289 0.7708785832652492 2.009572382210497E-5 +0.001497313915807066 0.2143452034822814 0.7841574826019116 +0.9636566654940416 0.03626894651723216 7.438798872619376E-5 +0.0014001218753826531 0.010928305492722563 0.9876715726318949 +0.0019123462722912157 0.9477796989837253 0.05030795474398343 +0.30518788723046064 0.6948111557747965 9.56994742874985E-7 +0.8896520574480228 4.762023493141132E-4 0.10987174020266326 +0.9780953917758604 0.021863050690530936 4.155753360873057E-5 +0.016793509961971476 0.9059995600845684 0.0772069299534601 +0.09023385495253537 0.9085109672198598 0.0012551778276048357 +0.997333432579614 0.0013858709705292902 0.001280696449856618 +0.993762455130466 0.004418446223719451 0.001819098645814559 +0.9985999795598131 5.669654530250732E-4 8.33054987161932E-4 +0.3594609623819301 3.2155044167872065E-4 0.6402174871763912 +0.36025425713672243 0.6390781261473022 6.67616715975213E-4 +0.9987966131589034 6.708868319185648E-4 5.325000091779485E-4 +0.9873185377547216 0.011851683319884032 8.297789253944164E-4 +0.5940226027943006 0.008411612110737049 0.39756578509496227 +0.014489235487138527 0.07087980805679119 0.9146309564560703 +0.9960517380584324 1.2500909952974413E-4 0.0038232528420378098 +0.9126281672603674 0.08685142600053918 5.204067390932233E-4 +0.8956952344823536 0.058390425047601204 0.04591434047004529 +0.003779717358432741 0.9921391816812352 0.004081100960332182 +0.2657383469875144 0.7325173549827966 0.0017442980296889239 +0.9971679081123551 0.0026973525651936055 1.3473932245130945E-4 +0.9652095754618876 0.034698506601875026 9.191793623745927E-5 +0.9536697294627643 0.0038536429889027037 0.042476627548333 +0.9481962273671752 0.007675377562585534 0.04412839507023931 +0.9994522690046521 1.0357469403864824E-4 4.441563013091858E-4 +0.003112157659748086 0.949101669002927 0.047786173337324885 +0.8467940982392302 0.15257432422292805 6.315775378416426E-4 +0.11199714769803397 0.011514611282657258 0.8764882410193088 +0.009265908299781382 0.9220536401291738 0.06868045157104485 +0.19685622328694957 0.803135978154301 7.798558749480991E-6 +0.16513053885952825 0.04642215015104106 0.7884473109894307 +0.9943298417605392 9.579196790758766E-4 0.004712238560384962 +0.9872024333709503 0.010409275829752743 0.002388290799297066 +6.44642609329001E-4 0.04775950724164429 0.9515958501490266 +0.9870455187857914 1.9915388154940027E-4 0.012755327332659107 +0.9988765759201108 9.247633807604224E-4 1.9866069912867428E-4 +8.179059672462303E-4 0.8434440985860079 0.1557379954467458 +0.018567442319201072 0.0814583652816196 0.8999741923991793 +0.9899346751936948 0.008227163932235236 0.0018381608740699771 +0.29889705047951237 0.685788379171827 0.01531457034866062 +0.03112638548589372 6.370171640407126E-4 0.9682365973500655 +0.5177575549251973 2.477190025303386E-4 0.48199472607227245 +0.6508238741345953 0.34856825843359657 6.078674318080543E-4 +0.9179832451302399 0.08139960123038605 6.171536393742242E-4 +0.9849518015329937 0.015042510207694246 5.688259312049383E-6 +0.11773124879604582 0.8820918453589224 1.7690584503195754E-4 +0.8521776800588811 0.0018410938224296765 0.14598122611868936 +0.9991429797149451 8.534283459244074E-4 3.5919391304314503E-6 +0.29064832261175505 8.309969464226427E-4 0.7085206804418224 +0.006129801469432995 0.8789485526109069 0.11492164591966013 +0.99712161346001 0.0028662816478654935 1.210489212451321E-5 +0.25791192606328617 1.562141312679682E-4 0.7419318598054458 +0.9309703913533299 0.0038531916196570546 0.06517641702701293 +0.93678654537072 4.566098927661509E-4 0.06275684473651374 +0.10867769041035545 0.8913096726421581 1.2636947486430526E-5 +0.3185105653715809 0.6814823449616663 7.089666752985981E-6 +0.04896636987088712 0.946298119523587 0.00473551060552583 +0.012346691913437607 0.008422843726356996 0.9792304643602053 +0.9968613258180579 0.0024700524978021983 6.686216841400702E-4 +0.0792203369358396 0.02663270407418343 0.894146958989977 +0.5644552744756087 0.0017230567058835607 0.4338216688185077 +0.01315127726105574 0.9858554198148147 9.93302924129444E-4 +0.9986875853670742 6.940720604396532E-4 6.183425724861291E-4 +0.956444063037774 3.1342875475898186E-4 0.0432425082074671 +0.10426612843949631 0.8902321626843717 0.0055017088761319935 +0.72000347173251 3.2699596261795687E-4 0.2796695323048721 +0.7832651190948656 0.025917896155573352 0.19081698474956105 +0.006648396672220838 0.28087445855119153 0.7124771447765876 +0.9315790698966735 0.0013919916000279824 0.06702893850329858 +0.967892559868688 0.030881972494382858 0.001225467636929028 +0.0042869088065652615 0.7994013625765294 0.19631172861690538 +0.08166013492664041 0.0035458761284372494 0.9147939889449225 +0.0059818514845510614 0.993521455878941 4.966926365078545E-4 +0.07314623216994845 1.5937214479638137E-4 0.9266943956852551 +3.603448515693349E-4 0.7695907076250621 0.23004894752336857 +0.018682174750338572 0.03905833707108421 0.9422594881785772 +0.2784831482161982 8.783851451321182E-4 0.7206384666386698 +0.002649451251082753 0.31262635113728293 0.6847241976116343 +0.035451622825583395 0.011719309337066292 0.9528290678373503 +0.00951771196703752 0.9903780211795244 1.0426685343808596E-4 +0.5727573763116804 6.523169281500557E-5 0.4271773919955046 +0.9961220612840027 0.0034080642887555418 4.698744272418473E-4 +0.5767717550115955 0.0347164433176988 0.38851180167070576 +0.08277465284747795 0.003752885033623681 0.9134724621188984 +0.1017180434521401 0.8977963457394569 4.856108084030762E-4 +0.0631898055667472 0.009747479668797169 0.9270627147644557 +0.991837614343842 8.898244676740833E-4 0.007272561188483932 +0.934667380494623 0.0037459124672755595 0.06158670703810149 +0.9682466480927632 0.03173725131065741 1.6100596579493788E-5 +0.9977032491427948 0.0014328502104298203 8.639006467754038E-4 +0.01533319024684368 0.0728533297793709 0.9118134799737855 +0.862528964967547 0.013434386238948711 0.12403664879350432 +0.008570775386083838 0.007320405323966371 0.9841088192899498 +0.9784713635203759 1.858667145062005E-5 0.021510049808173348 +0.1709295134343803 0.8289994734870432 7.101307857654998E-5 +0.011085942681023897 0.9708883302406183 0.018025727078357853 +0.0014071514269796868 0.9690391429225828 0.02955370565043758 +0.999464714763301 4.099044715808155E-4 1.2538076511819373E-4 +0.2935768421934194 0.7061297114392354 2.934463673450954E-4 +0.39388923015346244 0.2910206504550525 0.315090119391485 +0.9965836451214792 0.003364885728849805 5.146914967090056E-5 +0.0972530595199591 0.9008378904640808 0.001909050015960075 +0.9975047057237102 0.002448016649662727 4.7277626627164045E-5 +0.609383902657779 0.21483634826970066 0.17577974907252036 +0.13828688918436013 0.8509263173456467 0.010786793469993304 +0.9901425870451138 1.5091177019961735E-4 0.009706501184686587 +0.03001205824211499 0.05641148855011094 0.913576453207774 +0.280913036875427 0.7187671889644897 3.197741600833316E-4 +0.8674333146688789 0.13170155806180145 8.651272693196642E-4 +0.2462678916107815 3.093680539091085E-4 0.7534227403353093 +0.2968577752075353 0.7031267347643371 1.5490028127744626E-5 +0.03257722099809615 0.019206330847292945 0.9482164481546109 +0.9443952200277653 2.0128923668853672E-4 0.05540349073554616 +0.96132514538883 0.03863383931682511 4.1015294344762064E-5 +0.011944609772362011 0.09609541176980503 0.8919599784578329 +0.9989735350018754 5.227335396196753E-4 5.037314585049061E-4 +0.8083487897243901 0.1916443399400929 6.870335517158771E-6 +0.09967746555728088 0.002065638384999207 0.8982568960577199 +0.9993213189660839 1.2676082383259214E-4 5.519202100835342E-4 +0.995839050926264 2.3441222882842773E-4 0.003926536844907591 +0.9676248384485676 4.012653536509397E-4 0.03197389619778142 +0.312126569522621 0.19316135553869157 0.49471207493868735 +0.007848006066552565 0.03684489009977516 0.9553071038336723 +0.9820447436287404 8.810888926554537E-4 0.017074167478604012 +0.9958116833270139 0.0036193856052123647 5.689310677736767E-4 +0.09142643059498641 0.9080183783780055 5.551910270079752E-4 +0.7476576613011093 0.006675034474596248 0.2456673042242943 +0.9702475919597512 4.870124417936105E-4 0.029265395598455195 +0.9972555887104047 0.002347969294065662 3.964419955296731E-4 +0.5822880936254756 0.004526683345309602 0.4131852230292149 +0.04866066652582601 0.09069948177763276 0.8606398516965413 +0.3564736713219201 0.6435236623979802 2.66628009961975E-6 +0.025325805540335877 0.9317976939339849 0.04287650052567911 +0.9481040113271969 0.0010769935451016173 0.05081899512770153 +0.9886402923362738 0.010428226104130587 9.314815595956362E-4 +0.49412366252727785 0.5007901630742126 0.005086174398509448 +0.9042413326172967 9.898888606295023E-4 0.09476877852207394 +0.04305004929311893 0.923530210242344 0.03341974046453701 +0.02023464614585679 0.028371755667979462 0.9513935981861638 +0.3099222850904541 0.6900733079701608 4.4069393852067575E-6 +0.5524079968926922 0.035135806118297856 0.4124561969890101 +0.33341392060276837 0.6317600010663025 0.03482607833092914 +0.9643805302297548 0.035605539874750215 1.3929895495029527E-5 +0.004109392532210251 0.8076795042736239 0.18821110319416576 +0.027037771617676478 0.9487152922271316 0.024246936155191898 +0.9921262467091583 0.007810048860610317 6.370443023148752E-5 +0.4268950108336087 2.268578315391674E-4 0.5728781313348521 +0.015969437472001424 0.9784091869426019 0.005621375585396632 +0.9996609460190885 3.3212172831714883E-4 6.932252594410507E-6 +0.99874564976779 0.0011688188946875969 8.553133752234111E-5 +0.9960045802644633 0.0032996857813742337 6.957339541625039E-4 +0.9787210664668939 0.013984276799118265 0.0072946567339878515 +0.3280215462991451 0.35310387659342757 0.31887457710742734 +0.00949310105894934 0.9793035322055279 0.011203366735522921 +0.043405303168421505 0.9532552863765661 0.003339410455012397 +0.27079914297522817 0.7085516778387578 0.020649179186014097 +0.16613495848649812 0.03047670218039431 0.8033883393331076 +0.9616111671594951 0.038344192918177845 4.463992232719748E-5 +0.1876069820267057 0.8118210956946649 5.719222786294187E-4 +0.9971725963144612 0.0011231561978813343 0.0017042474876574109 +0.9965108313303326 0.00285975994567653 6.294087239907955E-4 +0.020500169761777903 0.026078772401117705 0.9534210578371044 +0.02823769069850082 0.9547495349612563 0.017012774340242932 +0.9071465903083167 0.03702931955471222 0.05582409013697103 +0.9754519243073297 0.02451948572996395 2.858996270634076E-5 +0.995495902488269 0.00447592232652082 2.817518521018709E-5 +0.6602509301244849 0.33974884350134743 2.2637416770806982E-7 +0.016334753345351827 0.9426582205741878 0.04100702608046028 +0.026093357902883776 0.011955862914767744 0.9619507791823485 +0.9056694311227458 0.035281008464419575 0.059049560412834684 +0.9843780845066541 0.0013262315447106154 0.014295683948635176 +0.9964854113027873 0.0031570607354493604 3.57527961763299E-4 +0.016345315605035157 0.41459938208112435 0.5690553023138405 +0.9991168412215563 2.890171973024065E-4 5.9414158114139E-4 +0.9998626431286397 1.1517532152112501E-4 2.218154983928194E-5 +0.9961534641521053 0.0019324679999470596 0.001914067847947707 +0.11722309013509769 0.8827153849341358 6.15249307665215E-5 +0.4874235788518206 0.5007204175669134 0.011856003581265902 +0.9844059099280312 0.005875115224599013 0.009718974847369836 +0.9971880023929648 0.002802797112671731 9.200494363433914E-6 +0.09642501258876623 0.8931458838268219 0.01042910358441186 +0.9772435344187589 0.001970394114776201 0.020786071466464946 +0.8532007126728323 0.1465501117375891 2.491755895785679E-4 +0.9885155418670434 4.0109938633217326E-5 0.011444348194323445 +0.9578822564838709 0.0419602448689198 1.5749864720927345E-4 +0.02292931856784961 0.9707564610087703 0.006314220423379922 +0.07392842760236328 0.9129850296180951 0.013086542779541651 +0.13991873948688316 0.0024135474068192387 0.8576677131062977 +0.0059614908983482585 0.8460964181491463 0.14794209095250538 +0.06002296499808712 0.9396160709003255 3.609641015873071E-4 +0.982703323274734 0.017259662376966318 3.701434829970907E-5 +0.7645097450088052 0.23229343037178607 0.0031968246194086208 +0.12858910108127683 0.008660940640325614 0.8627499582783975 +0.001144434159075189 0.013618400110613327 0.9852371657303115 +0.1027096379257174 0.0037150702328564494 0.8935752918414263 +0.03646996538510956 0.8605993089425673 0.10293072567232307 +0.9994021531758875 4.949664594598073E-4 1.0288036465273831E-4 +0.9967431550667302 2.0866532720212655E-5 0.0032359784005497262 +0.642344435577938 0.0029591928885206818 0.3546963715335413 +0.189722950111595 0.003440525294610851 0.8068365245937941 +0.7698264033134943 0.020378006983037437 0.20979558970346834 +0.9800452973869583 0.001085643149139712 0.01886905946390197 +0.8613193615307501 0.12038628138888405 0.018294357080365867 +0.11238445012790596 0.010557361621403126 0.8770581882506909 +0.02306624634529696 0.9660055790372555 0.010928174617447552 +0.999484410214299 5.129864884168537E-4 2.6032972841795803E-6 +0.013965676032469093 0.07678852134901584 0.9092458026185151 +0.012939149517904086 0.04867060763448754 0.9383902428476084 +0.9877125237326146 0.012226322023054889 6.115424433050203E-5 +0.00519271920688318 0.081344079252618 0.9134632015404989 +0.9970668514680381 0.0029281757557639587 4.972776198036362E-6 +0.3159824887683378 0.6839615063442069 5.6004887455174846E-5 +0.00180807247662885 0.9631431893104831 0.03504873821288791 +0.9982744944652344 1.5934910896657944E-5 0.0017095706238687768 +0.009857263448281724 0.07171015664749222 0.918432579904226 +0.022422857140886487 0.9740553837094171 0.0035217591496964863 +0.004297137449661138 0.7422970327090497 0.2534058298412892 +0.12828957436291175 0.8716970009030554 1.3424734032840206E-5 +0.4195413784803029 0.5804462741565816 1.2347363115427999E-5 +0.9853936635610036 0.014187815735738329 4.1852070325806325E-4 +0.150815772023825 0.8339597521404557 0.015224475835719361 +0.9490543048381693 0.050913820191107524 3.187497072303358E-5 +0.9978375343251968 0.0020950646833041648 6.740099149898673E-5 +0.9952151063003435 1.2185041235002627E-4 0.004663043287306468 +0.45037245137065707 0.5489218863370121 7.056622923308527E-4 +0.014031630225933126 0.016841827374437388 0.9691265423996296 +0.9998738388146097 8.558266907816168E-5 4.057851631212783E-5 +0.9986939869568386 5.289413679249569E-4 7.770716752363386E-4 +0.04678450365173477 0.03188343717196476 0.9213320591763005 +0.10424245753961643 0.06436060092886675 0.8313969415315168 +0.9899362218717219 0.010061173263530815 2.6048647471618442E-6 +0.020002880052182974 0.9667977703797416 0.013199349568075487 +6.539260519319978E-4 0.5183900574784446 0.4809560164696233 +0.07972174755624761 0.005056711954616978 0.9152215404891355 +0.15787624696102856 0.003467282841061492 0.83865647019791 +0.8526806007446408 0.009498753266063408 0.13782064598929586 +0.9732101162735708 0.007151543055848978 0.019638340670580193 +0.009455201898947123 0.9230224488297001 0.06752234927135273 +0.9689033539847471 0.03026241693782812 8.342290774248049E-4 +0.9151275888510807 3.2380667252038156E-4 0.08454860447639903 +0.005108044236734388 0.992048876260686 0.0028430795025795215 +0.9824159632338855 7.212365183733495E-5 0.01751191311427715 +0.9995249349727652 3.2867920036592835E-4 1.4638582686897316E-4 +0.03293644383958425 0.0010503841715345668 0.9660131719888811 +0.9994672683699296 4.687755446665699E-4 6.395608540387097E-5 +0.9843138455780635 0.011014122884000372 0.004672031537936256 +0.29107280656839535 0.708875949137553 5.1244294051605466E-5 +0.9996192934371892 2.2725907161628292E-4 1.5344749119439012E-4 +0.9969847903530819 1.0922538064971525E-4 0.0029059842662684447 +0.9845179825065022 0.004412963673290829 0.011069053820206964 +0.41426491724591397 0.018625373007569557 0.5671097097465166 +0.9974874317410799 0.002452328739076413 6.023951984374146E-5 +0.951195867343539 0.048792365349898385 1.1767306562783403E-5 +0.8063787470825563 0.19359489507693223 2.6357840511494425E-5 +0.09650397920110021 9.459556455178021E-4 0.9025500651533819 +0.004231652516377734 0.8879990835480849 0.10776926393553744 +0.42848454507760775 0.0974874543730371 0.4740280005493552 +0.9822262670595987 0.017677332887381044 9.640005302022712E-5 +0.13162103108016668 9.653101893343518E-4 0.867413658730499 +0.02047144687141114 0.013435339095173741 0.9660932140334151 +0.9968385990893582 0.0030846463892934845 7.675452134832418E-5 +0.017030619117742687 0.2974478472368 0.6855215336454573 +0.9485607840635775 0.030867213105000946 0.020572002831421514 +0.7664505211087869 0.003821559869774365 0.22972791902143883 +0.32406948477991737 0.6756840399052102 2.4647531487240106E-4 +0.6610539196746233 0.01628277089593325 0.32266330942944343 +0.9994641678541059 4.000445524336868E-4 1.3578759346033047E-4 +0.3426394133386191 0.6573585845840217 2.0020773591715123E-6 +0.04866066652582601 0.09069948177763276 0.8606398516965413 +0.3120550475245681 0.012284502908708786 0.6756604495667231 +0.0378145604648803 0.007638412248714595 0.9545470272864052 +0.280913036875427 0.7187671889644897 3.197741600833316E-4 +0.18937467520822093 2.942897849341151E-4 0.8103310350068449 +0.9984280892117605 9.949405170547522E-4 5.769702711846715E-4 +0.024518189759380058 0.939052503590157 0.03642930665046302 +0.7850339615482812 0.21493499454850287 3.104390321593423E-5 +0.18568855236903994 2.7223710318035596E-4 0.8140392105277797 +0.009870702658400505 0.9678851276968313 0.02224416964476818 +0.9930649440759394 0.004178789120754614 0.0027562668033060313 +0.03187215258002368 0.8450157766360965 0.1231120707838799 +0.012858932724679296 0.7038577980237902 0.2832832692515306 +0.2536424445578855 0.7463381664015641 1.93890405504454E-5 +0.01430722533106326 0.24958786748200024 0.7361049071869366 +0.08849555986267588 6.562937839247218E-4 0.9108481463533993 +0.16410418322703862 9.718921755867858E-4 0.8349239245973746 +0.9855644269913038 0.014092261783850417 3.433112248459547E-4 +0.8774361544906479 0.12167727349508263 8.865720142694259E-4 +0.5028365535048753 0.49716312587520733 3.2061991730405977E-7 +0.9926480329477786 0.007326462099013176 2.5504953208228487E-5 +0.2462678916107815 3.093680539091085E-4 0.7534227403353093 +0.8139493350903196 0.027445862184670697 0.15860480272500965 +0.027037771617676478 0.9487152922271316 0.024246936155191898 +0.9968929504945208 0.0029449880799776473 1.6206142550165883E-4 +0.9819132739626729 0.009455706941595034 0.008631019095732075 +0.7705930439274695 0.21571742486768475 0.013689531204845671 +0.023265081004282193 0.9637012123596869 0.013033706636030904 +0.5945139041842408 0.40218662736155064 0.00329946845420865 +0.12668595845655367 0.00334442080312914 0.8699696207403173 +0.6259347928274976 7.382316151493078E-4 0.37332697555735306 +0.9688933954295513 0.0306751761683774 4.3142840207122715E-4 +0.05635011327895259 0.003310491144132383 0.940339395576915 +0.9684312299718132 2.2422622171132115E-4 0.03134454380647545 +0.9950184491459138 0.004441070134099468 5.404807199867033E-4 +0.006033768408617488 0.9913246232818498 0.002641608309532686 +0.44824901636744263 0.5517196351942888 3.134843826845869E-5 +0.2573540229979997 0.7426425159296464 3.4610723539377745E-6 +0.22071514396498726 0.7792161312955134 6.872473949944824E-5 +0.0016314596382034179 0.4415662201398682 0.5568023202219284 +0.4089854259893935 0.10268270508837073 0.48833186892223573 +0.9146569826434935 0.08534260265417193 4.1470233458634106E-7 +0.0023533322403776276 0.9874300853829727 0.010216582376649583 +0.9980750259882557 0.00186642521632962 5.85487954146089E-5 +0.009514047732271366 0.9751359799864786 0.01534997228125006 +0.06922123683772406 0.8858676533890602 0.04491110977321569 +0.9868812489795439 0.006935494551646858 0.006183256468809207 +0.06746458278464176 0.023981503883433508 0.9085539133319248 +0.9988086726184499 1.7745530280623012E-5 0.001173581851269534 +0.8679808996341378 0.00442421253255425 0.12759488783330794 +0.03229830225612134 0.015199475315813052 0.9525022224280656 +0.019708285777526504 0.7371088127407972 0.24318290148167643 +0.011085942681023897 0.9708883302406183 0.018025727078357853 +0.9959814258899584 3.479970228957347E-5 0.003983774407751952 +0.9993998974897423 4.504305437181131E-5 5.550594558859249E-4 +0.9094185051103001 0.09058141920029893 7.568940094225969E-8 +0.9988652408574413 4.674050314086309E-4 6.673541111501331E-4 +0.9906649672217313 0.0019479087545140774 0.007387124023754752 +0.8901607972873855 5.351017162955088E-4 0.10930410099631908 +0.28450581272523606 0.7154576622552666 3.652501949731275E-5 +0.008884427178393665 0.9325478196938899 0.05856775312771645 +0.9998399626801451 1.4598643021748677E-4 1.405088963745429E-5 +0.9299652920241823 0.07003408036981028 6.276060072585008E-7 +0.9492968076209847 8.95641332363342E-4 0.04980755104665204 +0.013294294376459435 0.945242042331687 0.041463663291853636 +0.9840439876113991 5.162828337716195E-4 0.015439729554829244 +0.9960624666145322 0.001470602217869487 0.002466931167598274 +0.9990351226014268 7.470000498942144E-4 2.1787734867888297E-4 +0.0017262695062707264 0.2805049124625581 0.7177688180311711 +0.9749866221406029 0.025009505937550563 3.871921846532601E-6 +0.8144743484406364 0.0036874032584869685 0.18183824830087672 +0.9185822417314096 0.08140206143934511 1.5696829245263565E-5 +0.018230697774580248 0.8979300142909693 0.08383928793445053 +0.06010679960848983 7.076027877708299E-4 0.9391855976037393 +0.33335367738668403 0.1128463054890913 0.5538000171242246 +0.9899064834214996 0.008045248234633809 0.002048268343866576 +0.11697570554965543 0.0021286531449370974 0.8808956413054075 +0.9791102145176892 0.02088622154811701 3.563934193804512E-6 +0.6355251826189511 0.35215201092476334 0.012322806456285536 +0.6122153195503477 9.032477154043569E-5 0.3876943556781119 +0.9984053252101484 1.016944155213212E-4 0.001492980374330356 +0.07930264909210626 0.05027621021612716 0.8704211406917666 +0.8274757201483112 0.0659140881996637 0.1066101916520252 +0.9875551118840465 0.012377447541005254 6.744057494819993E-5 +0.8096925173000921 0.0018559265929907261 0.18845155610691725 +0.9429870390974232 0.024775302431621037 0.03223765847095587 +0.21048147080205917 0.0019583434944812073 0.7875601857034596 +0.09904785910979232 0.9007069905207955 2.451503694122352E-4 +0.9970494340138395 0.002101053563384826 8.495124227756868E-4 +0.9960203473245679 7.653376736307921E-4 0.0032143150018013266 +0.02273752599982439 0.020425880564782225 0.9568365934353934 +0.02751193694090676 0.17702559190589676 0.7954624711531966 +0.9974348089444546 0.0016194440875393053 9.45746968006047E-4 +0.05118339402642665 0.9073705100387305 0.041446095934842865 +0.9275371027829601 0.018730421511632758 0.05373247570540719 +0.13002136379837154 0.004552272891511666 0.8654263633101168 +0.7224863888192607 0.2774986392532587 1.4971927480563018E-5 +0.0040296386961671884 0.02110028154479108 0.9748700797590416 +0.9978526439077456 6.0935783632071544E-5 0.002086420308622222 +0.979080621143969 0.01720675249635851 0.0037126263596724434 +0.03990228148545114 0.9588515751810969 0.001246143333451906 +0.8528617949104529 0.1097760839366294 0.03736212115291775 +0.9660958576385569 0.0013552441008485628 0.0325488982605947 +0.9489551414791085 0.023756538279501985 0.027288320241389427 +0.010384039228558338 0.031652980758870186 0.9579629800125715 +0.07554231198724877 0.9222372392966007 0.0022204487161504635 +0.009457369303768493 0.22776595792897275 0.7627766727672587 +0.9925107963903068 0.007488941528645192 2.6208104794207387E-7 +0.0029121931183036186 0.9846917648625777 0.012396042019118677 +0.20758594951519713 0.7700967286640505 0.022317321820752377 +0.04112646351072107 0.9586591975222051 2.1433896707396974E-4 +0.9703684773734184 0.029611257010640303 2.026561594122058E-5 +0.0036247543042727502 0.13208630272667882 0.8642889429690485 +0.9996925909693286 3.032781740462987E-4 4.13085662508624E-6 +0.026474220622411643 0.01857097737587449 0.9549548020017139 +0.02022717257316624 0.9188939535713835 0.060878873855450294 +0.01088500882191143 0.9654752372432966 0.02363975393479185 +0.8130876664455796 0.0036471075104739055 0.18326522604394652 +0.04193126741296599 0.9566566153886916 0.00141211719834264 +0.9967678142969734 0.0021504882558231538 0.001081697447203448 +0.0216442803415798 0.9776186448695268 7.370747888933037E-4 +0.03685788004550915 0.911486053006708 0.05165606694778265 +0.9796162644419598 0.020203621813347738 1.8011374469244814E-4 +0.011718407201497381 0.9858245883779456 0.002457004420556949 +0.999887140584467 9.684849800105384E-5 1.6010917531831892E-5 +0.08178308061672075 0.9162673609489554 0.0019495584343237587 +0.003374767161363902 0.9646952733170922 0.031929959521543864 +0.9999425522203769 5.083851005294595E-5 6.609269570101899E-6 +0.9974898016247343 0.0014710519445969709 0.0010391464306687556 +0.1274725335696739 0.8721071632804385 4.2030314988764154E-4 +0.997025519082749 0.002557667692724751 4.168132245263426E-4 +0.1123719093902667 0.0200064066451311 0.8676216839646023 +0.2871451803610043 2.4605158666391786E-4 0.7126087680523318 +0.06726028130706088 0.0018913620530432117 0.930848356639896 +0.002576919303258206 0.9888022108140319 0.008620869882709947 +0.9880960778647436 0.01091714512119042 9.867770140658675E-4 +0.9901366308693578 0.007942843942410372 0.001920525188231921 +0.49640121715804414 1.3603902345422862E-4 0.5034627438185016 +0.9953567808525765 0.004617871523849214 2.5347623574202585E-5 +0.902084401429509 7.15223042504182E-4 0.09720037552798684 +0.9969940676820018 0.0020977128155708984 9.082195024272386E-4 +0.9788336966262113 1.5090596873763206E-4 0.021015397405051085 +0.008222208025190601 0.09620685748886781 0.8955709344859415 +0.9974540476777772 0.002502463699937739 4.348862228499707E-5 +0.9938492816423468 0.003993149284783695 0.002157569072869577 +0.7050752114464988 8.278098436189819E-5 0.2948420075691393 +0.04430166294405947 0.017372408627580094 0.9383259284283604 +0.9907449147554055 0.009037886619526548 2.171986250679949E-4 +0.004965592758604582 0.9812658444451967 0.01376856279619873 +0.020002880052182974 0.9667977703797416 0.013199349568075487 +0.09650397920110021 9.459556455178021E-4 0.9025500651533819 +0.5887410171794117 0.40998217115350544 0.0012768116670827533 +0.00781372717463772 0.9920838036897743 1.0246913558805208E-4 +0.0043321630274261265 0.8643840324058395 0.13128380456673439 +0.01865256575389182 0.8433546653773678 0.13799276886874046 +0.0018097436594674654 0.1824082610204563 0.8157819953200762 +0.9646535868462159 0.03310818021300084 0.0022382329407832904 +0.7639589847614828 0.0018315022947977086 0.23420951294371942 +0.9862584069451257 0.013701398883759803 4.0194171114394215E-5 +0.07568695656940255 0.9221523025334071 0.0021607408971903116 +0.8659299922781585 0.13406048533961384 9.522382227653602E-6 +0.24730707962937223 0.48731941402114015 0.2653735063494875 +0.976487371168966 0.0011780299936052156 0.02233459883742886 +0.04227822152217879 0.0058757095486670465 0.9518460689291542 +0.9285027192842781 0.016599806644119593 0.05489747407160237 +0.8666960076193824 0.0425558959057162 0.0907480964749015 +0.9987046525091938 0.0012380170893360736 5.7330401470154276E-5 +0.017452392533413495 0.9634543744690787 0.01909323299750794 +0.0033045914971745922 0.9007703768486175 0.09592503165420797 +0.19417252193422704 0.8046764635063294 0.0011510145594435268 +0.9963993551684743 3.3753222060864635E-4 0.0032631126109169974 +0.9985736584443824 0.0013865636972393743 3.9777858378274014E-5 +0.9970408408232776 0.0029537235033995717 5.435673322694467E-6 +0.13734092095994704 7.765922085227666E-4 0.8618824868315301 +0.052318685343270846 0.009921447657810783 0.9377598669989184 +0.21350072032201434 0.001959141449746123 0.7845401382282395 +0.6140576927957824 0.36572801949394657 0.020214287710271124 +0.04478068545384004 0.013649020870415246 0.9415702936757447 +0.031056335061652354 0.19684605719151296 0.7720976077468347 +0.06327669868490211 0.9324246089204479 0.004298692394650097 +0.006620179817942591 0.02733295754407779 0.9660468626379797 +0.9854033229576249 0.008676693199083705 0.005919983843291463 +0.9975109376029047 5.752196286330801E-4 0.0019138427684621945 +0.8921465052460659 0.0022168766247650084 0.10563661812916908 +0.16377208828329123 0.0012089197871447911 0.8350189919295641 +0.8730446388896351 0.12229686915795111 0.004658491952413735 +0.9918965630123565 3.4158369040118154E-5 0.008069278618603248 +0.4790464777820035 0.003929978629194653 0.517023543588802 +0.9502845625503687 0.04599799764831168 0.003717439801319502 +0.9989233182802768 2.7423599869225564E-4 8.024457210308953E-4 +0.7639809493925217 0.23601892082692974 1.2978054864190938E-7 +0.9988591192643511 5.984644904548705E-4 5.424162451940408E-4 +0.9955365802236841 0.003060535423693928 0.0014028843526221828 +0.09506398453353199 0.9048756972423144 6.0318224153715955E-5 +0.9995688977123267 2.582044634624059E-4 1.7289782421080386E-4 +0.00642219041570498 0.9909104800104759 0.002667329573819094 +0.9973628282366173 7.59521350792214E-4 0.0018776504125905757 +0.9943910770522679 0.005126538673669973 4.823842740621358E-4 +0.9122384818958629 0.02002950457963654 0.06773201352450071 +0.9509510572098275 0.04901801223957257 3.0930550599728697E-5 +0.00841779096807058 0.07788095951526938 0.9137012495166601 +0.9993046345303821 6.952136581641961E-4 1.5181145377228047E-7 +0.0160261521043702 0.947797584341353 0.03617626355427689 +0.02227253514566874 0.006488217175059213 0.971239247679272 +0.041549623380676894 0.9471672037213248 0.011283172897998352 +0.9995806054271038 4.156686469285326E-4 3.7259259677540267E-6 +0.008300364868489752 0.982431236555256 0.009268398576254201 +0.9969350575246995 0.0012575541634757025 0.0018073883118247722 +0.14387669447306778 0.01002282688242649 0.8461004786445058 +0.9950099600998576 0.004374666503560949 6.153733965814259E-4 +0.012972699491982901 0.026930929354707978 0.9600963711533091 +0.9644098573259818 0.035156223889605 4.339187844131491E-4 +0.9989791958305876 7.24991307162461E-4 2.9581286224990993E-4 +0.01656167036883209 0.9569622656728538 0.02647606395831411 +0.9910132938469942 0.002890357024341183 0.006096349128664631 +0.9957910082455791 2.6212223196724147E-4 0.003946869522453584 +0.04401317762792691 1.1334535728195648E-4 0.9558734770147912 +0.19790100625733134 0.8020711560836624 2.78376590063524E-5 +0.31645157229316245 0.002976131161147527 0.6805722965456901 +0.46788947257995844 8.629595107031873E-6 0.5321018978249346 +0.9157560706123716 0.08420093129731615 4.299809031238206E-5 +0.0016100512022452552 0.8877450576253588 0.1106448911723959 +0.9842072021194486 0.015420386451169615 3.724114293817228E-4 +0.0042804316546300155 0.9665288655992894 0.0291907027460807 +0.8168877547233675 4.4846538779136916E-4 0.1826637798888411 +0.4047484094509433 5.451513424021308E-5 0.5951970754148165 +0.9994690099854808 1.9665399673446195E-4 3.343360177848088E-4 +0.1123719093902667 0.0200064066451311 0.8676216839646023 +0.14218342350423158 0.8268884467312728 0.030928129764495597 +0.9911814272228893 0.008798800885409472 1.9771891701250545E-5 +0.9644563249162018 0.034976115361031526 5.675597227666118E-4 +0.01593778924452645 0.3146705061298899 0.6693917046255836 +0.9960260051823353 0.003791123342787683 1.8287147487696873E-4 +0.9990816355269243 8.782374481714386E-4 4.012702490428754E-5 +0.999405858632722 4.5446645213011785E-4 1.3967491514779015E-4 +0.932430496852011 0.06739530669202132 1.7419645596777257E-4 +0.006904503211028486 0.04763752229628368 0.9454579744926879 +0.0010042685724433538 0.8684870867011826 0.130508644726374 +0.9304200278179262 0.06949823105072257 8.174113135142861E-5 +0.9982289477275893 1.0212519475303896E-4 0.0016689270776576034 +0.0010901934886593243 0.6023006934813409 0.3966091130299998 +0.9555108799225974 0.04067079954188021 0.0038183205355224793 +0.9372136861779138 0.051183116664967575 0.011603197157118645 +0.05571569428198177 0.8211171665380389 0.12316713917997944 +0.439840154398846 0.001064448516487377 0.5590953970846666 +0.1167437475512249 0.883229928783877 2.632366489797201E-5 +0.9902428806997157 0.009245116203098327 5.120030971860102E-4 +0.05824000086587923 0.010944758841130844 0.93081524029299 +0.9967999141096563 0.0018944377889263653 0.0013056481014173489 +0.002160169725384858 0.7770244326520884 0.22081539762252667 +0.9959704555236386 0.00400217534676518 2.7369129596283925E-5 +0.11596671396569057 9.19132067920704E-6 0.8840240947136303 +0.08796866077113151 0.0037371614022914715 0.908294177826577 +0.9519870174061386 7.005140168338819E-4 0.047312468577027506 +0.46463347620619605 0.07019216247961514 0.4651743613141889 +0.04866066652582601 0.09069948177763276 0.8606398516965413 +0.9529137668965437 0.0066305285643911424 0.04045570453906504 +0.5495529746006996 0.44532313743611324 0.005123887963187023 +0.7416999719590867 0.0022195766321289824 0.25608045140878444 +0.0036247543042727502 0.13208630272667882 0.8642889429690485 +0.014776345110767154 0.011821153137110236 0.9734025017521225 +0.998240581268935 0.0013712294834315089 3.881892476334749E-4 +0.03690276461326098 0.11438260944962024 0.8487146259371188 +0.9266085130012776 3.450353756807071E-4 0.07304645162304177 +0.9987648311878382 0.0012299076096813422 5.26120248045593E-6 +0.8245281680497198 6.935434483527626E-4 0.17477828850192745 +0.9972862196991711 1.7898430550759059E-4 0.0025347959953213447 +0.002355641040939332 0.7481383566039687 0.24950600235509193 +0.6748092222843585 0.32518610622460536 4.671491036061486E-6 +0.0033704065150390876 0.9292650147472208 0.06736457873774004 +0.9998943024505123 5.180180376129963E-5 5.3895745726427805E-5 +0.42830532295162965 0.5716499123342194 4.476471415106871E-5 +0.9956631788677983 0.003546822354645914 7.899987775557701E-4 +0.9921207124175715 0.00189294258378998 0.005986344998638619 +0.04410435318687045 0.0032722025626066 0.9526234442505228 +0.14283947922194865 6.3709141821236425E-6 0.8571541498638692 +0.07311213533804184 0.9259880631683841 8.99801493574078E-4 +0.08124758279821438 0.9078717078525917 0.010880709349193895 +0.02238229498930375 0.18837337132626583 0.7892443336844304 +0.9524414859466447 7.443126876838879E-5 0.047484082784586955 +0.9841982435998228 0.01579995664296906 1.7997572081334122E-6 +0.004202784825856646 0.24516056746114406 0.7506366477129993 +0.13369164646440226 0.8620712458934124 0.0042371076421853 +0.038901719713393276 0.006349575076611684 0.954748705209995 +0.9964496773707208 0.0029348249159230778 6.154977133562218E-4 +0.9385203987365678 0.010118993963508993 0.05136060729992319 +0.6212097197441186 0.37878919845701825 1.081798863140603E-6 +0.9986999854175608 0.001266984085791174 3.303049664781305E-5 +0.9954492633419901 0.004411470084676464 1.392665733334398E-4 +0.05259692166621282 0.024184941104102898 0.9232181372296843 +0.9919712631708539 0.007585494093326768 4.4324273581931753E-4 +0.1127043235176082 0.88719072091794 1.0495556445180427E-4 +0.9984668522904415 0.0011027728952243416 4.303748143341669E-4 +0.7484250003588329 0.2430001973711404 0.008574802270026794 +0.9922886880379026 0.007661723124591238 4.958883750625913E-5 +0.45538633353521624 0.5446135676197297 9.884505412456697E-8 +0.9918744219101079 0.0030964612211263265 0.005029116868765824 +0.20956759174130693 0.790235118209918 1.9729004877509413E-4 +0.9868178091917845 0.01308989778871373 9.229301950181265E-5 +0.005840587416473695 0.9899826172741225 0.0041767953094038295 +0.9989850378528596 1.9275281041116473E-5 9.956868660993298E-4 +0.9974002958460544 0.0019886331031727924 6.110710507728636E-4 +0.16260967980672889 0.8373713435064035 1.89766868677759E-5 +0.9990190300797192 7.083923024655814E-4 2.7257761781524544E-4 +0.026243064397848997 0.9726250400276996 0.001131895574451455 +0.9828710142532096 0.014887881870807395 0.00224110387598303 +0.9762626756515093 0.007339585132886956 0.01639773921560367 +0.012346691913437607 0.008422843726356996 0.9792304643602053 +0.19191498449679553 8.189135770965472E-4 0.8072661019261079 +0.7671741768687462 0.23148088817326393 0.0013449349579898815 +0.9964031024465786 0.0011877860515612057 0.002409111501860207 +0.9908669017833109 0.009043905002910187 8.91932137789003E-5 +0.9970646955123333 0.0029088271796002285 2.6477308066377324E-5 +0.6652055811242169 0.33135421168608875 0.00344020718969437 +0.04112646351072107 0.9586591975222051 2.1433896707396974E-4 +0.5290022245548812 0.002737510386861561 0.4682602650582572 +0.9783212281137985 0.019737970068155322 0.0019408018180461421 +0.9907004090287612 0.007988463924207607 0.0013111270470310993 +0.07294049073718005 0.4150195598278244 0.5120399494349955 +0.22879671425423054 0.7711333189616909 6.996678407858206E-5 +0.5714086465094349 0.4285909216482354 4.3184232954596775E-7 +0.9881853914888582 0.009393403518149409 0.002421204992992476 +0.06286585437472873 0.004512642474491805 0.9326215031507794 +0.9715495541419777 2.8716501055490545E-4 0.028163280847467248 +0.9976241654023826 0.00218087096777324 1.9496362984424104E-4 +0.007885867789803559 0.5793145126793412 0.41279961953085526 +0.9840453826479267 5.128192768419647E-5 0.015903335424389 +0.028111249860828597 0.002952212455657357 0.9689365376835141 +0.2310362771638608 0.0017504371232089561 0.7672132857129302 +0.999512267816751 2.542045477866083E-4 2.3352763546245563E-4 +0.5990460733871668 6.849067273896203E-4 0.40026901988544367 +0.018913323826836147 0.9767996628521272 0.004287013321036739 +0.7566490714062951 0.24334177317063077 9.155423074224765E-6 +0.9997190755451001 2.3232622940014124E-5 2.576918319598556E-4 +0.9998918572473909 4.852569573668122E-5 5.96170568722057E-5 +0.8913057191801241 2.713144470134294E-5 0.10866714937517456 +0.05276802798045051 0.942799233191449 0.004432738828100555 +0.007156346024052137 0.9769263859428522 0.01591726803309565 +0.9280624120658495 0.07161756295280765 3.200249813429074E-4 +0.9970324533563192 9.20844991936794E-4 0.0020467016517441107 +0.0022498786271205285 0.6108217333997891 0.38692838797309037 +0.9286859736015206 0.07125039809222175 6.362830625747666E-5 +0.9818051598378865 0.01091570050121702 0.007279139660896452 +0.5911249409403802 0.005492486729629335 0.4033825723299904 +0.6072458464344374 9.996913199148986E-5 0.39265418443357114 +0.9897877463137608 0.007020510416497263 0.003191743269741924 +0.9942201338471006 0.005091232720434876 6.886334324646347E-4 +0.10176451409761365 2.5124917816476966E-4 0.8979842367242217 +0.8670125312712396 0.13250078511737956 4.8668361138086696E-4 +0.9989718230003751 3.9873510599727866E-4 6.294418936276767E-4 +0.445641474800753 0.0011681165364664054 0.5531904086627806 +0.9949187442025911 0.004757597851925024 3.2365794548385227E-4 +0.9879731142815549 0.01087192633596135 0.0011549593824837722 +0.9958332180343364 5.173385320468093E-4 0.00364944343361671 +0.13864611997620788 0.5497254603642925 0.31162841965949967 +0.9948057759970528 0.005163979358801948 3.024464414520187E-5 +0.04661326734036464 0.02343206015247151 0.9299546725071638 +0.9995174935305435 3.9445645358730065E-4 8.80500158691946E-5 +0.4202443264286651 1.3751149709350952E-4 0.5796181620742413 +0.07005373819763104 0.9297457476641531 2.0051413821586345E-4 +0.8614092159288416 1.2684743130311012E-4 0.13846393663985537 +0.03635386575991241 0.9626785210711519 9.676131689356456E-4 +0.13131561287485047 2.584050603902492E-4 0.8684259820647592 +0.9935991932103371 1.8743988869981168E-4 0.006213366900963094 +0.9995602253496924 4.318700430251295E-4 7.90460728254055E-6 +0.9132439943314982 1.7055734833782333E-5 0.08673894993366811 +0.9570181592291339 0.035806443727201105 0.0071753970436649874 +0.9789838151002135 1.1430544139933902E-4 0.02090187945838716 +0.9690460751373777 0.030767267777838114 1.8665708478419387E-4 +0.20338556017708947 0.0023245103844679936 0.7942899294384426 +0.09095692734491855 0.9075565873390786 0.0014864853160030398 +0.9932183588354313 8.444776295224404E-5 0.006697193401616479 +0.11977644667402226 0.5731034243847172 0.30712012894126056 +0.8315643559548886 0.16841280723758462 2.2836807526648394E-5 +0.016480599930690724 0.005550199943509327 0.9779692001257999 +0.016329447835862983 0.051837241851721644 0.9318333103124153 +0.006528953197280202 0.02454130637091468 0.9689297404318051 +0.9985586127674706 0.0014411480709706683 2.391615587411386E-7 +0.9155317218658956 0.06680752775589 0.017660750378214466 +0.8616112670771409 5.661554727460829E-4 0.13782257745011303 +0.9993294307818935 3.0229177268497676E-4 3.682774454214272E-4 +0.9952854256852737 0.003071991716660173 0.0016425825980661759 +0.02587317612765845 0.016841068293995808 0.9572857555783458 +0.627493933738438 0.1159240111434346 0.2565820551181274 +0.1401907765263487 0.8597798135239814 2.9409949670041556E-5 +0.20771588189355594 0.7921413004728132 1.428176336308606E-4 +0.009602892331196261 0.9632598443174758 0.02713726335132802 +0.9671271603051835 0.03278231197876445 9.052771605206142E-5 +0.008601813505265277 0.8361821251007726 0.15521606139396213 +0.9967526452231238 0.002453036368517938 7.943184083583139E-4 +0.9977352301689855 0.0022616442572136767 3.125573800916602E-6 +0.9997629647645114 1.786426157132628E-4 5.8392619775252074E-5 +0.9977844728109935 0.0013384740533805188 8.770531356259745E-4 +0.014168054786780439 0.9808709969250464 0.0049609482881730164 +0.9849622697549166 0.012897385988693605 0.0021403442563896506 +0.9760591948650273 0.017434909579038493 0.00650589555593414 +0.036616434965847995 0.0029116444206347715 0.9604719206135174 +0.9911668324063234 0.008814695535206722 1.847205846972496E-5 +0.9989922449603412 5.018200199377051E-5 9.575730376649948E-4 +0.7891632009234457 0.0025208047721620055 0.20831599430439232 +0.005871086338498852 0.9567751606334016 0.03735375302809949 +0.9998461369507202 8.7494183397451E-5 6.636886588221547E-5 +0.9758250806115224 0.007234532047876726 0.01694038734060085 +0.007737413104411311 0.9080825832109789 0.08418000368460987 +0.1123719093902667 0.0200064066451311 0.8676216839646023 +0.22748553072938169 0.0012704369066388688 0.7712440323639795 +0.7188192559048657 6.752930222119397E-4 0.2805054510729224 +0.9726842551364826 0.026906741308783063 4.090035547343106E-4 +0.019206956813052824 0.9781433276936995 0.002649715493247689 +0.997295297132341 2.154532938097106E-4 0.0024892495738493108 +0.051335542375790404 0.0358616467252808 0.9128028108989289 +0.1927969071179279 0.4242439134627049 0.3829591794193672 +0.029415690809196662 0.06304833711246845 0.9075359720783348 +0.2930198032131862 0.7069415775142683 3.861927254531841E-5 +0.03758815362401491 0.8974281544661087 0.06498369190987631 +0.03957626742666564 0.9594349732153172 9.887593580171427E-4 +0.11906425849076922 0.8145751902636271 0.06636055124560365 +0.9673043454308433 0.03267511855930927 2.053600984744167E-5 +0.990278564507984 0.005313724405252316 0.0044077110867637775 +0.8529811205709025 0.14350846077479945 0.00351041865429794 +0.6691061904575433 0.3199427620715664 0.010951047470890379 +0.0077694753586827 0.7103500592970541 0.2818804653442632 +0.06259079110944549 0.0026411486066255604 0.934768060283929 +0.3075704007642413 0.6864442881796295 0.005985311056129184 +0.9982766287081433 1.0771443126810138E-4 0.0016156568605886815 +0.9874061341620898 1.6648399500122427E-5 0.012577217438410001 +0.0015438381272198049 0.7549363496795475 0.24351981219323263 +0.928854257008236 0.008601334776223565 0.06254440821554029 +0.9882366507304136 0.01146042467063777 3.029245989486595E-4 +0.8710593008319704 1.5665749890816042E-5 0.12892503341813888 +0.20093873163659032 2.400518317847722E-4 0.798821216531625 +0.20038141185690128 0.005503650012401144 0.7941149381306974 +0.9417315639862812 0.05822460722201692 4.38287917018455E-5 +0.9884720790499876 3.5573739209172184E-4 0.011172183557920828 +0.11762368240121289 0.41489696922505237 0.4674793483737347 +0.9911944997754679 0.007755465869692862 0.0010500343548391993 +0.04241526884343085 0.9567886680662908 7.960630902783617E-4 +0.0629230672291232 0.0188669262767681 0.9182100064941087 +0.17240692013560416 1.9344818634005312E-4 0.8273996316780557 +0.01088500882191143 0.9654752372432966 0.02363975393479185 +0.15009170433146046 0.0011443053339629194 0.8487639903345766 +0.9973137727722142 0.002156520269188094 5.297069585976746E-4 +0.0744637669005011 6.305428259269517E-4 0.924905690273572 +0.15178026726756158 0.033342836937016264 0.8148768957954222 +0.9810185135473217 0.003183254955544837 0.01579823149713347 +0.6942866273463495 0.301949091306871 0.003764281346779537 +0.918378372161356 0.015916922707934503 0.06570470513070947 +0.2806548261543528 0.001148610662946738 0.7181965631827004 +0.5419373922984545 4.812487247099758E-5 0.45801448282907453 +3.4963639461853697E-4 0.5595537552628097 0.4400966083425718 +0.4784647527182223 3.4739007894177997E-4 0.5211878572028358 +0.9449995759834591 0.046846410614682026 0.008154013401858841 +0.11587723508931466 0.003970635367153482 0.880152129543532 +0.6325639646422777 0.0684898022140941 0.2989462331436282 +0.01868422672582227 0.04238072136023802 0.9389350519139398 +0.9910979732592616 0.0037651977607412435 0.005136828979997051 +0.006690113374594267 0.9924846121504189 8.252744749866541E-4 +0.03641619354555356 0.9632857484409296 2.980580135167816E-4 +0.08159181830699146 0.9174477398323129 9.60441860695729E-4 +0.09970269923118709 0.9002264555578372 7.084521097569162E-5 +0.2710062690292166 4.267508071226138E-4 0.7285669801636608 +0.999075164697438 9.239368141267793E-4 8.98488435101944E-7 +0.008341077914134187 0.5453291589277857 0.4463297631580802 +0.9910844325805399 0.006592225277444888 0.002323342142015123 +0.0032775133765376246 0.42161754638189797 0.5751049402415644 +0.008938431575861414 0.03526087653404105 0.9558006918900975 +0.03679287539877023 0.8728404945470054 0.09036663005422438 +0.9966529819360342 9.834005926998506E-5 0.003248678004695798 +0.33244288826186535 0.6675410731915835 1.6038546551145323E-5 +0.9984260268440512 0.0015534826763740448 2.0490479574724827E-5 +0.005108044236734388 0.992048876260686 0.0028430795025795215 +0.0030248187069198997 0.742142776692326 0.2548324046007541 +0.09387004943528623 0.016039698820985583 0.8900902517437281 +0.99928337696575 6.750624555321712E-4 4.156057871786784E-5 +0.01565693218277206 0.010178000349188518 0.9741650674680394 +0.9986066775173509 9.32457010068045E-4 4.608654725810042E-4 +0.9764009734964639 0.012237689757228677 0.011361336746307496 +0.06286438126733221 0.925112456894548 0.01202316183811975 +0.021338877960206823 0.9676958115517948 0.010965310487998394 +0.038177020253954815 0.0042601342014667275 0.9575628455445785 +0.0037065024253625073 0.38761916987113276 0.6086743277035047 +0.7931960051526654 0.17757098564413393 0.02923300920320054 +0.9993734360782125 1.1200541794888389E-4 5.145585038386146E-4 +0.90068650765689 0.09410363918272817 0.005209853160381861 +0.9944660124328717 0.005383344303473065 1.5064326365520122E-4 +0.009857263448281724 0.07171015664749222 0.918432579904226 +0.09375572396318817 0.9045710049281436 0.0016732711086680414 +0.6408606286024079 0.1206189741578764 0.23852039723971583 +0.033016772794042644 0.9540313848192431 0.012951842386714258 +0.9678239813800854 0.010796845086546093 0.02137917353336856 +0.9771069449969652 0.022760439094020157 1.3261590901473655E-4 +0.05094454876573633 0.041857140861373925 0.9071983103728897 +0.002467030739708213 0.9797437252504061 0.017789244009885758 +0.9975340277883498 0.0019929938581815547 4.7297835346864285E-4 +0.023655456557535197 0.001051038511694011 0.9752935049307707 +0.0023326441722295176 0.9457590897101733 0.05190826611759725 +0.00997964963619938 0.9891390875555962 8.812628082044628E-4 +0.0070163913194204956 0.9849032527618233 0.008080355918756329 +0.016995391804720466 0.005169259718146171 0.9778353484771334 +0.8892067788056338 0.0010356266614210362 0.109757594532945 +0.995836359347233 0.003040641995609322 0.0011229986571576719 +0.9957208188894472 0.0041080605968841916 1.7112051366854043E-4 +0.008927798669233798 0.9891876315384488 0.00188456979231741 +0.07587562719493 0.003769519344221435 0.9203548534608486 +0.1127043235176082 0.88719072091794 1.0495556445180427E-4 +0.8769441403568177 4.323569299411406E-4 0.12262350271324127 +0.9963859896910524 0.0033712008100215767 2.428094989259241E-4 +0.99984770532732 5.4017780624097394E-5 9.827689205576805E-5 +0.9940709829339833 0.001403043760029445 0.004525973305987262 +0.045219924291470016 0.95460589216889 1.741835396398243E-4 +0.18487418073766693 0.008069141008273674 0.8070566782540595 +0.8252717783758112 0.0016194227677518351 0.17310879885643704 +0.04943039902070952 0.008334530044122063 0.9422350709351683 +0.9480716048542104 0.05192267890288101 5.716242908539962E-6 +0.029386578079505697 9.64540704818124E-4 0.9696488812156762 +0.08754361501277699 0.00354321850559986 0.9089131664816232 +0.9943185792150152 0.003924632933095885 0.0017567878518889054 +0.49002594179724124 0.5099740267780177 3.1424740958897996E-8 +0.002401447459573268 0.9434894588971935 0.054109093643233214 +0.978713927369111 0.020440579098325435 8.454935325636636E-4 +0.5827667362647523 0.41320984229640634 0.0040234214388413375 +0.997298089609944 0.002577022704064019 1.248876859920143E-4 +0.99785537576428 0.002132997320503989 1.1626915216094962E-5 +0.9708998220896493 0.017376693501099615 0.01172348440925109 +0.9232133115587602 0.00645274280067472 0.07033394564056517 +0.999740136314805 2.510381924472193E-4 8.825492747825786E-6 +0.045219924291470016 0.95460589216889 1.741835396398243E-4 +0.09744748935795611 0.9025278327894717 2.467785257213313E-5 +0.0014213748488200622 0.668852524165563 0.32972610098561694 +0.9986714996385143 0.0010600644516489284 2.684359098367975E-4 +0.2662603776625675 0.7337344492858753 5.173051557407591E-6 +0.9992945739004461 3.707790437141322E-4 3.34647055839796E-4 +0.9534462822527734 0.0453485914197027 0.0012051263275239023 +0.9998051674293901 4.9390481842747986E-5 1.4544208876729993E-4 +0.3679277233148967 6.246604130080456E-4 0.6314476162720953 +0.9766464138228126 0.0012482617729293126 0.022105324404258053 +0.22301538641010393 0.16159440914979634 0.6153902044400997 +0.10213508744674095 0.014005914199533042 0.883858998353726 +0.01005642680724739 0.7935245301023549 0.1964190430903976 +0.9991222428112516 5.002742848083966E-4 3.7748290393996693E-4 +0.03821521402223002 0.9614725102000629 3.1227577770729975E-4 +0.1916444714783701 0.7480311915253455 0.060324336996284394 +0.35436215995730086 0.6456278185466353 1.002149606390589E-5 +0.09696695029128836 0.9002568179194627 0.002776231789249012 +0.03036328911756539 0.009602704878834656 0.9600340060035999 +0.0022157746114482685 0.06187638044318179 0.93590784494537 +0.06779307253175741 0.9321286839520698 7.82435161726766E-5 +0.368265048895767 7.958120076191146E-5 0.6316553699034712 +0.18555888828160189 1.5698561626085732E-4 0.8142841261021372 +0.9996637312404536 3.051050576938131E-4 3.116370185257155E-5 +0.07801601161705424 0.003076360527675014 0.9189076278552708 +0.9970297657822723 0.0027016273506543934 2.686068670733106E-4 +0.9986268341598341 9.413869238475865E-4 4.31778916318269E-4 +0.038907689668838966 0.9510769165001768 0.010015393830984216 +0.002013136057244153 0.2579711803926454 0.7400156835501104 +0.9985120986970463 3.465656696495812E-5 0.001453244735988698 +0.08532821721072538 0.033763410890277255 0.8809083718989973 +0.0476312499743951 0.9522702393445851 9.851068101985371E-5 +0.11010941867110739 0.8895651671964591 3.2541413243348833E-4 +0.00990151364524599 0.9871369052640054 0.002961581090748575 +0.8545760748283396 0.14541812554084146 5.799630818938116E-6 +0.0379443088466975 0.03121092272978047 0.930844768423522 +0.13315249528435233 0.8666637500975715 1.837546180762526E-4 +0.10680083175932398 0.012310273072563965 0.8808888951681121 +0.0035334888209516448 0.9502140393611144 0.046252471817934016 +0.9176628909560256 0.07862297444527716 0.0037141345986973196 +0.9972498653046554 0.0019222934733128425 8.278412220316621E-4 +0.8996690087010442 0.08984243148521961 0.010488559813736168 +0.9998941983960092 6.95395590731951E-5 3.6262044917539265E-5 +0.1468499151814739 9.999572753937368E-4 0.8521501275431325 +0.006147500599023683 0.7310827520665311 0.26276974733444536 +0.0025074366187398025 0.9743146764981814 0.023177886883078768 +0.9983117381481256 2.0433766910750043E-5 0.0016678280849635907 +0.9863120015138582 0.013538439902775862 1.4955858336568838E-4 +0.9982398488342161 3.2523662840747353E-4 0.001434914537376353 +0.6764493751390229 1.5632344848335363E-4 0.3233943014124937 +0.25571880480235143 0.7153381085410523 0.02894308665659614 +0.2304819217148824 0.0021801019864104458 0.7673379762987071 +0.021138967187898674 0.8899391075046785 0.08892192530742295 +0.956939869046381 0.0020832601683052677 0.04097687078531373 +0.03693019993887981 0.9519794434251614 0.011090356635958736 +0.47125143824346494 0.12197986416762327 0.4067686975889118 +0.9773496494872478 0.020515593133645486 0.0021347573791067197 +0.2462678916107815 3.093680539091085E-4 0.7534227403353093 +0.9917908497118479 0.008033930692125033 1.7521959602697368E-4 +0.3574439653906283 1.4293211758784267E-4 0.642413102491784 +0.4394141193020977 0.5600116436557842 5.742370421180393E-4 +0.005193841839112162 0.8820484909930215 0.1127576671678663 +0.4179608438754303 0.581981897698968 5.7258425601576605E-5 +0.9884335913332141 0.010321019764446786 0.0012453889023392231 +0.9990554703390762 6.04657688270865E-4 3.398719726529765E-4 +0.016854299911578653 0.9827124219230121 4.3327816540933184E-4 +0.9974998118083392 4.6328144961474464E-4 0.002036906742045997 +0.9938775188142122 2.644831083066822E-4 0.0058579980774811575 +0.11094574871604987 0.00490065189707784 0.8841535993868723 +0.9935204968653358 0.006474922175120574 4.58095954352995E-6 +0.9879731142815549 0.01087192633596135 0.0011549593824837722 +0.04922754081751337 0.002300869796977899 0.9484715893855087 +0.9985412787130412 5.908057173532967E-4 8.679155696054478E-4 +0.7732966188420608 0.2266856459696263 1.7735188312904497E-5 +0.17615685346758403 0.013016983932695703 0.8108261625997204 +0.9990238278382824 8.687671588091886E-5 8.892954458367279E-4 +0.012346691913437607 0.008422843726356996 0.9792304643602053 +0.1237652135645654 0.6939555389190011 0.18227924751643348 +0.9392975480427398 1.0991187507543987E-4 0.06059254008218472 +0.03174014954523188 0.9623823502835912 0.005877500171176932 +0.8104903901182114 0.0010591701922086493 0.18845043968957992 +0.9954293556843972 0.0014357020240325447 0.0031349422915703633 +0.9165521572742324 0.04565006175868547 0.03779778096708208 +0.9669968554734055 0.033002977078703866 1.6744789072622766E-7 +0.8962612056729898 0.004748595344572666 0.09899019898243733 +0.9836176560491193 4.901656491725256E-4 0.01589217830170814 +7.180372156951977E-4 0.5182575269136908 0.481024435870614 +0.05787449477118709 0.9408448281443061 0.0012806770845068109 +0.032288042042421805 0.006504502416070161 0.961207455541508 +0.998978571743672 6.36228741930169E-4 3.8519951439790575E-4 +0.07383002114631303 0.0015966946972958366 0.9245732841563911 +0.12777180346760705 0.8701445474986638 0.0020836490337290976 +0.29734483053364713 0.6927712470451362 0.009883922421216777 +0.8619975019519418 0.13572827705638846 0.002274220991669768 +0.9932819274569409 0.006597548260827655 1.2052428223142512E-4 +0.013442699728708 0.023458662561451966 0.96309863770984 +0.9980902959771162 3.504081578927759E-4 0.0015592958649909574 +0.03895427824952013 0.9570808556117366 0.003964866138743336 +0.2654587175083723 6.155310245188173E-5 0.7344797293891758 +0.0781590740540959 0.013758309325082001 0.908082616620822 +0.9949454785499445 0.004697757362820682 3.567640872348663E-4 +0.3616812231033067 0.6382740603809949 4.471651569835297E-5 +0.9961317832805515 0.0038258666100632666 4.235010938525812E-5 +0.03198787931243684 0.9602533461467113 0.0077587745408517535 +0.3529851379194943 0.6470136762477873 1.1858327183273308E-6 +0.9614820208924361 0.03846671563616133 5.1263471402572936E-5 +0.9755990787647347 0.024334723060021806 6.619817524349787E-5 +0.9893676755459768 0.009918193227691172 7.141312263320362E-4 +0.6743999462396161 7.065070202236374E-4 0.32489354674016035 +0.030609274449524035 0.9612165844029665 0.008174141147509409 +0.41511356716852316 8.62926522917536E-5 0.5848001401791851 +0.998674432419729 0.0010616187921858164 2.639487880852292E-4 +0.9247514294133921 0.07511647512087354 1.3209546573437247E-4 +0.8709395115313736 0.1290468647197355 1.3623748890843459E-5 +0.9725494719228498 0.02743139830858874 1.9129768561518897E-5 +0.9975743712916724 0.0014654412739347634 9.601874343929348E-4 +0.04661326734036464 0.02343206015247151 0.9299546725071638 +0.9765534637733917 0.0234463422033425 1.9402326572532193E-7 +0.9962445453177549 0.003637000494190888 1.1845418805420208E-4 +0.018682174750338572 0.03905833707108421 0.9422594881785772 +0.9876008469166471 0.012397074590570559 2.0784927825201946E-6 +0.11109204113458397 0.022027012721916015 0.8668809461435 +0.17365219141693686 3.3177279818662616E-5 0.8263146313032446 +0.9901113953590241 0.003625944367353976 0.006262660273621877 +0.5947548620165591 0.004943432212215601 0.40030170577122526 +0.003319982444290854 0.84540339023298 0.15127662732272926 +0.041023731357725225 0.958770677128575 2.055915136996594E-4 +0.19251609892548285 0.8062196458356663 0.0012642552388507763 +0.7051702191585575 0.0018382532668993008 0.2929915275745432 +0.9768057669146395 0.022356499329689614 8.377337556709197E-4 +0.0059397867607804 0.7509565980380019 0.2431036152012177 +0.07334622861431975 0.13185426810857268 0.7947995032771076 +0.9947551328898899 0.005125024621184276 1.1984248892592437E-4 +0.8851124859192487 0.11484796355265955 3.955052809167689E-5 +0.03494973473689012 0.9646982530560787 3.520122070311012E-4 +0.9286956723246775 0.005538652177771996 0.06576567549755043 +0.028339065580233407 0.9583271600549864 0.013333774364780135 +0.013607263312962227 0.01842201908334132 0.9679707176036966 +0.13938150888096038 0.84838915981303 0.012229331306009537 +0.8273150991951614 0.0018989392566386113 0.17078596154819986 +0.8209225162901896 0.1745573272940608 0.004520156415749607 +0.07264105216589703 0.9269335140272486 4.2543380685441983E-4 +0.9994211662731713 5.558754745049376E-4 2.2958252323687544E-5 +0.992308350019279 0.0072797963826001085 4.1185359812100645E-4 +0.14679127916619925 0.0015820082729811114 0.8516267125608196 +0.07275607336692126 0.0046700069746861235 0.9225739196583926 +0.9985467156192662 0.0014378125115449226 1.5471869188864083E-5 +0.9985565971614334 1.2235491255915238E-4 0.0013210479260074382 +0.9270116903524285 0.07270257299692687 2.8573665064461336E-4 +0.9723522156045403 0.021132578902270212 0.006515205493189528 +0.5021921623976442 0.49779250748542886 1.5330116926921295E-5 +0.27222802294658727 0.7277064157401962 6.556131321657555E-5 +0.14052842296493318 0.8594005180557717 7.10589792951115E-5 +0.9859821898356084 1.7746628590523595E-5 0.014000063535801204 +0.004625677618749556 0.9869748536294568 0.00839946875179369 +0.028755887985703478 0.9710794773235042 1.6463469079245778E-4 +0.7987976450534274 0.09515353720032169 0.10604881774625084 +0.8887239203742335 0.09109457422906239 0.020181505396704196 +9.630011548936937E-4 0.40545625213159686 0.5935807467135095 +0.9962702789967655 0.0011384276168550837 0.00259129338637945 +0.013694038747951697 0.9859899332418331 3.1602801021519587E-4 +0.00882665788465824 0.9881907425609894 0.0029825995543523286 +0.9987291421877628 0.0011053039376955002 1.655538745418528E-4 +0.13326938637239555 0.001660819092513416 0.8650697945350911 +0.9707645749594034 0.026911824931602466 0.002323600108994251 +0.7747731842228799 0.040549399469868276 0.18467741630725198 +0.05778777967391123 0.9351235427350846 0.007088677591004174 +0.22594761729584514 2.0866754970809792E-4 0.7738437151544468 +0.7870109827964248 0.0164070059464726 0.1965820112571026 +0.13627896324643776 1.7210152160516658E-4 0.8635489352319571 +0.999663896071284 2.9433289156950004E-4 4.1771037146408146E-5 +0.0313167426590953 0.787273926553703 0.1814093307872016 +0.9847916682777427 0.01518635910816888 2.1972614088402466E-5 +0.9857360657344726 0.014253168967591238 1.0765297936087591E-5 +0.3426394133386191 0.6573585845840217 2.0020773591715123E-6 +0.9883941910529278 0.009864259434289532 0.0017415495127826692 +0.9997596820575599 2.0305486392830233E-4 3.726307851169144E-5 +0.9983701063392293 0.001573108708601104 5.6784952169539284E-5 +0.8627073920555727 0.13728838667748922 4.221266938111043E-6 +0.9072085721824361 0.09271106728436926 8.036053319464742E-5 +0.8893699406085103 0.10812661067633285 0.0025034487151569963 +0.6446609421946543 0.0019870300598522762 0.3533520277454934 +0.0926157560960029 0.8991554339608481 0.008228809943148988 +0.01763897130534186 0.008915549560865219 0.9734454791337929 +0.36857431950687 0.6314198673982376 5.813094892314626E-6 +0.45037245137065707 0.5489218863370121 7.056622923308527E-4 +0.20568487830297824 0.7902246122099118 0.004090509487110042 +0.09776519364692361 1.4754414999492522E-4 0.9020872622030816 +0.00539648735714072 0.988732229290481 0.00587128335237829 +0.9935848137434088 0.0063486047407636595 6.658151582760032E-5 +0.02463010553856653 0.9472103434162941 0.028159551045139296 +0.016582258935215432 0.0035889260138586678 0.979828815050926 +0.9972093644067122 3.7576233485468974E-4 0.002414873258433141 +0.8695680543476194 0.12856979188216386 0.0018621537702168433 +0.9627497150888114 0.03673241255645468 5.178723547339961E-4 +0.7925306331733348 0.20745856925659065 1.0797570074358349E-5 +0.9881757166360418 0.011614692628781138 2.0959073517706924E-4 +0.8637764798033449 0.1360982645588935 1.2525563776164404E-4 +0.004943064318006958 0.9688259288755 0.02623100680649298 +0.03187215258002368 0.8450157766360965 0.1231120707838799 +0.009836894217631799 0.038873788582942374 0.9512893171994258 +0.19686827294816217 0.028022301675903687 0.7751094253759341 +0.8297226219523017 0.16940433600868685 8.730420390113726E-4 +0.026756607737570753 0.13735944594573346 0.8358839463166957 +0.996933298087897 0.002488071547196443 5.786303649065991E-4 +0.8209156582694535 0.0496100159462207 0.12947432578432586 +0.11424746272055802 0.8037952959256505 0.08195724135379157 +8.862822238387615E-4 0.7667796197406914 0.2323340980354698 +0.09477466756099417 0.8958115545514153 0.009413777887590536 +0.021445562625569722 0.011343979330742963 0.9672104580436872 +0.059923092228353673 9.09757922994603E-4 0.9391671498486518 +0.9847389229843452 8.855810566530275E-4 0.014375495959001824 +0.8277518169655611 0.0027654016313372865 0.16948278140310152 +0.9555752233827189 1.0964913939077829E-4 0.04431512747789024 +0.08632213364367175 0.007096447223751318 0.9065814191325768 +0.9919554562517082 0.007986450522762659 5.8093225529259426E-5 +0.9988181380614043 2.8786120774526764E-4 8.940007308503843E-4 +0.05740988914409772 0.006549901968896011 0.9360402088870063 +0.4112193565149458 7.759680333729684E-4 0.5880046754516812 +0.9984819936593524 0.0011516133862845433 3.663929543629946E-4 +0.07264105216589703 0.9269335140272486 4.2543380685441983E-4 +0.045087872880115155 0.9258525236004487 0.029059603519436115 +0.021221319821141692 7.766965669636576E-4 0.9780019836118947 +0.003542920618525235 0.937881769440013 0.05857530994146182 +0.9934698266906068 0.006440283234583307 8.989007480976161E-5 +0.0023802418971038547 0.8813402510216687 0.11627950708122746 +0.9991378405621257 2.1579088717346056E-4 6.463685507009219E-4 +0.3066162756048961 8.928918441253196E-5 0.6932944352106915 +0.26921224490642254 9.973907295164773E-4 0.729790364364061 +0.24228325960910335 0.007626017997666413 0.7500907223932303 +0.6995462458422657 0.30041430960846255 3.9444549271710963E-5 +0.04112646351072107 0.9586591975222051 2.1433896707396974E-4 +0.25230511631591845 0.5989064236326702 0.14878846005141133 +0.193794978818782 0.8058366639665175 3.683572147005767E-4 +0.06798326611275758 0.9307347650504142 0.0012819688368280408 +0.030315779319301107 8.697833031548453E-4 0.968814437377544 +0.999322447260861 2.3797024379820766E-5 6.53755714759258E-4 +0.9727212880606768 0.02727533205512357 3.3798841994936872E-6 +0.012370740802300455 0.9699132723483328 0.017715986849366705 +0.005803693134870756 0.9826124784752226 0.01158382838990666 +0.036260393788793414 0.009062504454160344 0.9546771017570462 +0.022262727679962416 0.9741288237610974 0.0036084485589401426 +0.059923092228353673 9.09757922994603E-4 0.9391671498486518 +0.005082762962882717 0.9941602649928245 7.569720442928287E-4 +0.9896552898903618 0.010303067420174308 4.164268946396512E-5 +0.016387400815828547 0.9550446805082818 0.028567918675889623 +0.8588338300057365 0.14004752979803917 0.0011186401962241597 +0.9961016062003791 0.0038695632375566826 2.8830562064237868E-5 +0.06399990527466187 0.9356735175836774 3.2657714166076915E-4 +0.9939348224601654 8.69382149167926E-4 0.005195795390666712 +0.042243514063316404 3.6959725954984683E-4 0.9573868886771337 +0.34095847499268733 0.006639553038564874 0.6524019719687478 +0.9966789510538755 0.0011467847595933386 0.002174264186531063 +0.999915858390829 6.511487169379842E-5 1.9026737477227348E-5 +0.9986004891663178 3.658637539917533E-4 0.0010336470796904588 +0.987955853205028 0.0017411907332255466 0.01030295606174651 +0.11980977216874944 0.0029966430195270217 0.8771935848117235 +0.002170018048563584 0.6102170429062831 0.38761293904515337 +0.004186390677834194 0.9891487873736861 0.006664821948479769 +0.28697908151484736 0.7130110637744899 9.854710662728608E-6 +0.04753896623189325 0.001306382052774283 0.9511546517153324 +0.9925112853958171 0.007432404409714415 5.6310194468350766E-5 +0.9755185661796708 5.879832948937737E-4 0.023893450525435456 +0.1007049821734744 0.8992169683001026 7.80495264230332E-5 +0.8666389694998107 0.13333340556644965 2.7624933739689753E-5 +0.07665932720102775 4.5635897203308415E-4 0.9228843138269391 +0.9986670537616036 0.0012195466997588732 1.133995386376558E-4 +0.018903054009338664 0.0010458507096813782 0.98005109528098 +0.028060352312027085 0.969820926552353 0.0021187211356199828 +0.8945371357351061 2.641766652259703E-5 0.1054364465983714 +0.4105910029098547 0.5874934235586348 0.0019155735315105407 +0.9670923384076184 0.032783093006298204 1.2456858608340057E-4 +0.7967340905040464 0.2032597983741214 6.1111218322301814E-6 +0.9688897464419526 0.028188095533198388 0.002922158024848997 +0.9981197265559677 8.596664484257347E-4 0.001020606995606511 +0.04852040321954722 0.4978058196868264 0.45367377709362633 +0.9942899367515929 0.0024025795974523326 0.0033074836509547636 +0.9816138368496148 0.018350001056414277 3.616209397096261E-5 +0.04700296360585524 0.004381132507368269 0.9486159038867764 +0.005652684206343754 0.8894954059859821 0.10485190980767409 +0.029008990046735263 0.04148028250966264 0.9295107274436021 +0.9273527406271117 0.07219139768256946 4.5586169031871084E-4 +0.9970183251009851 0.0029068584289021118 7.481647011271113E-5 +0.9900160507353345 0.005574580514937313 0.004409368749728248 +0.965894168674768 0.03321414649200903 8.916848332230074E-4 +0.6919686727856883 0.30803104665196485 2.805623468327029E-7 +0.9646262229475333 0.03510581462702009 2.6796242544674696E-4 +0.3350173881908329 0.00142333362263526 0.6635592781865319 +0.09257083145803013 0.907102332336528 3.2683620544189207E-4 +0.9829324931064853 0.01671729029443031 3.5021659908435833E-4 +0.08541931540619578 0.9137592578336274 8.214267601768559E-4 +0.22261225611665425 0.7655548602363609 0.011832883646984784 +0.9996091340466084 3.619789355880386E-4 2.8887017803598737E-5 +0.002287998962689105 0.19453910373343777 0.803172897303873 +0.9868949490222645 0.012174596975450756 9.304540022848196E-4 +0.9579072779183099 0.03459877961847062 0.007493942463219521 +0.04380854379601853 5.243009455907618E-4 0.9556671552583907 +0.9941484834980813 0.0028581780977230795 0.002993338404195737 +0.004498452254665704 0.2790129718092385 0.7164885759360957 +0.08151071180575893 0.0031169353690613287 0.9153723528251797 +0.9978343974802782 1.3916695785170046E-4 0.002026435561870051 +0.9952026710153191 0.003921744423020424 8.755845616603557E-4 +0.9989967527761341 7.252588874287045E-4 2.7798833643717094E-4 +0.04327378027114327 0.8912126029643983 0.0655136167644585 +0.9182205832299455 0.08173995051766042 3.946625239417685E-5 +0.09245603686522967 0.8783883649751197 0.0291555981596506 +0.9701426534334614 0.01383330368590875 0.016024042880629776 +0.9610669852460669 0.017286089142077812 0.02164692561185516 +0.06758988591876282 0.9321748597309889 2.352543502484037E-4 +0.7248538585387351 0.275142570918095 3.5705431698750496E-6 +0.9988307453771026 7.866804900223147E-4 3.82574132875079E-4 +0.26854723458855184 0.7237107831567009 0.007741982254747256 +0.09710346304224893 0.0027457707163952637 0.9001507662413557 +0.09164506710429647 0.9082440923430611 1.1084055264249985E-4 +0.7598505257855704 0.06205264576903925 0.17809682844539032 +0.9638457913754549 4.5708586796936324E-4 0.03569712275657581 +0.0154539185810535 0.9821470600368134 0.0023990213821331275 +0.01642699632231928 0.03682148807872715 0.9467515155989535 +0.9879083391448689 0.0035121441743803557 0.008579516680750746 +0.0012628909023336137 0.6039468908592728 0.3947902182383936 +0.4682183982197091 0.5317797329341599 1.8688461308984553E-6 +0.8420110202019648 0.15798113058123583 7.849216799366453E-6 +0.15467131116938165 0.22712878308968062 0.6181999057409376 +0.3707658990759017 0.0052824670176812765 0.623951633906417 +0.05053551435847369 0.7569598488434749 0.1925046367980515 +0.9981765747388671 0.0011488726196848952 6.745526414480375E-4 +0.9858449576007345 6.209994103637625E-4 0.013534042988901752 +0.019162859536486988 0.9803536585117372 4.834819517757923E-4 +0.002911016712042652 0.9540076291160715 0.04308135417188579 +0.888157408299292 0.009661716689013155 0.10218087501169486 +0.08360251157042477 2.3280708044121293E-4 0.916164681349134 +0.801733925091386 0.16291241166968767 0.03535366323892637 +0.038904016837029515 0.37294455016136235 0.5881514330016082 +0.009233291185224084 0.23916866390415456 0.7515980449106214 +0.9976401675432474 0.0013711286951832284 9.887037615694274E-4 +8.218850867320763E-4 0.9294573562483442 0.06972075866492376 +0.9999262368990045 5.582863008498744E-5 1.7934470910448343E-5 +0.999353415037403 1.8423211620719835E-5 6.281617509761396E-4 +0.9967908477872528 0.0032023676702775928 6.784542469489469E-6 +0.04766445887607397 0.019093078531675054 0.933242462592251 +0.3752551475253789 0.559011594388415 0.06573325808620627 +0.008918747780275913 0.8383635671824314 0.15271768503729258 diff --git a/src/test/resources/regression/dna.scale/predictions_L1R_LR_notRegularizedBias b/src/test/resources/regression/dna.scale/predictions_L1R_LR_notRegularizedBias new file mode 100644 index 0000000..0383e54 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L1R_LR_notRegularizedBias @@ -0,0 +1,1186 @@ +0.996416185154778 0.003528193171942852 5.562167327925464E-5 +0.09717834927014428 8.644089839868285E-4 0.901957241745869 +0.48212451648962434 0.0011373510892445154 0.5167381324211312 +0.9735356422145169 0.026040860514553024 4.234972709299067E-4 +0.9934931726968129 0.005872477378068147 6.343499251189065E-4 +0.02618538719096732 0.9437356862081767 0.030078926600856006 +0.9488856672435967 1.801768788870329E-4 0.050934155877516304 +0.008927792818224424 0.07774379721025726 0.9133284099715184 +0.6553973728974335 0.3436693320660034 9.332950365631726E-4 +0.12690515507451378 0.8530752018267022 0.02001964309878404 +0.27737302449091605 2.4132801028147904E-5 0.7226028427080559 +0.9865154178709219 0.013404448411459307 8.013371761886713E-5 +0.9763425991054356 0.005991363545009388 0.0176660373495549 +0.9999476743304209 1.4834536574319704E-5 3.749113300473442E-5 +0.05111016993321953 0.9487499241131665 1.3990595361403866E-4 +0.9987440640293047 1.554263268456898E-5 0.0012403933380106663 +0.08321767441023514 0.8173775681181015 0.09940475747166352 +0.9974703503109701 0.0016003753571488697 9.292743318811358E-4 +0.7642845288915588 0.14619970694745843 0.08951576416098275 +0.0316717902816973 0.07859146000059453 0.8897367497177081 +0.09923878129762416 0.0019013683234460781 0.8988598503789298 +0.999084265709858 8.535781714310016E-4 6.215611871098252E-5 +0.1869994393539238 0.24133690409176262 0.5716636565543136 +0.0010470057972162123 0.29536415853535564 0.7035888356674281 +0.997492926022201 1.9303136928821668E-4 0.002314042608510818 +0.9968682085001859 7.267381317141426E-4 0.0024050533681000035 +0.9795513974510686 0.01910648462863045 0.0013421179203011045 +0.03501266210967432 0.0021224468375835594 0.9628648910527421 +0.8772224630179317 1.237226167952728E-4 0.12265381436527312 +0.9955197626320201 0.004428350379253971 5.188698872581257E-5 +0.9904422796574462 0.0013760168529009863 0.008181703489652645 +0.004984022055077686 0.7057387493609253 0.289277228583997 +0.9208891867108262 0.002264373411892786 0.07684643987728096 +0.013978379837685538 4.00833929854888E-4 0.9856207862324596 +0.020806006614581228 0.972099427699381 0.007094565686037795 +0.908083615021504 5.258585849654562E-5 0.09186379911999934 +0.8165254584056623 2.986298969862606E-5 0.1834446786046392 +0.7942387650584847 0.2033425276412865 0.0024187073002288682 +0.987403797508537 3.5516873630833483E-4 0.012241033755154644 +0.9968191695174825 0.0024399954951856958 7.408349873317381E-4 +0.44463628178616577 0.555352488285027 1.122992880728516E-5 +0.926386896340213 0.07125525224408934 0.002357851415697677 +0.1293601736501355 0.0030942168790877834 0.8675456094707769 +0.020965435696135484 0.9751098644212107 0.003924699882653793 +0.02836352296643343 0.9193962110816118 0.05224026595195472 +0.02261716417512975 0.17911071492803335 0.7982721208968369 +0.237531236713283 0.7623681198931672 1.0064339354977836E-4 +0.0014192918941600653 0.1765769915286964 0.8220037165771436 +0.9333620224236144 0.0661903897059235 4.475878704621498E-4 +0.0011772866268847544 0.008282763106712275 0.990539950266403 +0.0010252154253083065 0.9324815869145237 0.06649319766016804 +0.31676095696084405 0.6832312559187177 7.78712043816004E-6 +0.8359213688877961 5.688035705911334E-4 0.16350982754161272 +0.9859661032701366 0.013717170280528067 3.1672644933533937E-4 +0.02490215661633656 0.8803308069194349 0.09476703646422853 +0.07177761466080004 0.9247585428275068 0.0034638425116931856 +0.9939203464963654 0.0010064175862805566 0.005073235917353943 +0.9901947604614083 0.001732362865046304 0.008072876673545299 +0.997645913278331 6.39477015035649E-4 0.0017146097066333338 +0.3270043084011897 2.0930420152617493E-4 0.672786387397284 +0.3524533273123109 0.6461297175981288 0.0014169550895602764 +0.9967860061968795 5.868326467390163E-4 0.0026271611563814384 +0.9885998564187839 0.007865189530191535 0.003534954051024594 +0.524107022556309 0.007154199974902084 0.46873877746878895 +0.012970753155808958 0.060462660360134576 0.9265665864840564 +0.9917465666699622 1.877592850046213E-4 0.00806567404503331 +0.9253362791068193 0.07352229928276656 0.0011414216104143674 +0.8955932420101321 0.05416843401978551 0.05023832397008224 +0.004739482298036061 0.9879836056418166 0.00727691206014734 +0.3080744211745666 0.6901762472615834 0.0017493315638498763 +0.9971612851006512 0.002517528084425421 3.2118681492335644E-4 +0.961936619082854 0.03765900561727229 4.0437529987379247E-4 +0.9222948824816302 0.002878356718687368 0.07482676079968259 +0.9369127302326193 0.011173738431900603 0.05191353133548014 +0.9982128090175968 1.5039653143878934E-4 0.0016367944509643848 +0.0026084485106582203 0.9167254900530019 0.08066606143633988 +0.8195257452950828 0.17587736351286473 0.0045968911920523875 +0.11989759904430544 0.01067739955287347 0.8694250014028211 +0.008935591530672249 0.9149312521421994 0.07613315632712837 +0.1504361874817936 0.8495137945183234 5.0017999882843825E-5 +0.1972408225099006 0.05257911283826677 0.7501800646518326 +0.9853913667094207 0.001387453230754313 0.01322118005982503 +0.9747239872720659 0.015566364608079229 0.00970964811985492 +8.657263304916629E-4 0.03778439572213986 0.9613498779473686 +0.9631387941140216 1.9877613030948993E-4 0.036662429755668816 +0.9967759253917761 8.179104482017341E-4 0.002406164160022346 +7.599741927025884E-4 0.8002389483138407 0.19900107749345672 +0.01322460045370866 0.09920009976537869 0.8875752997809128 +0.982175679439785 0.0101880577546634 0.007636262805551538 +0.25473240364160105 0.7083699609063665 0.036897635452032305 +0.02151310019913661 0.0010795318764739775 0.9774073679243894 +0.4888613570944062 2.2065312859432222E-4 0.5109179897769994 +0.46317256259140005 0.5351302050006687 0.0016972324079313095 +0.8949672129194975 0.10211123454034604 0.002921552540156522 +0.9790132146976954 0.020949180049448478 3.760525285604299E-5 +0.14492986810706251 0.8543081139988264 7.620178941110247E-4 +0.8665002973792368 0.002147069684341709 0.13135263293642152 +0.9991050347295864 8.701571572450558E-4 2.480811316852758E-5 +0.26850368323395907 0.0012008515609890518 0.730295465205052 +0.006183862181607165 0.8100531620222042 0.1837629757961887 +0.9977913224611442 0.0021080507999124416 1.0062673894323566E-4 +0.1876049802634649 1.5022178269370507E-4 0.8122447979538415 +0.8532676102786991 0.004878451970094864 0.14185393775120594 +0.894991255074523 5.106010386135615E-4 0.10449814388686336 +0.11167242166958458 0.8882151114215686 1.1246690884684674E-4 +0.1991242435470782 0.8007851554172589 9.060103566285198E-5 +0.056471448975323184 0.9316941767664765 0.011834374258200274 +0.013729781509252484 0.0036203182071554083 0.9826499002835921 +0.9940628116672836 0.003593080187433359 0.0023441081452830444 +0.11500971776340997 0.02719288460139334 0.8577973976351967 +0.49657311656006825 0.0018163695147423822 0.5016105139251894 +0.011618201253260272 0.9870816821471989 0.0013001165995406298 +0.9918334875550578 0.0011363982808678848 0.007030114164074192 +0.9487081087770683 8.899989338289771E-4 0.05040189228910262 +0.1331889526783763 0.8544369733960095 0.012374073925614152 +0.6396224820138867 3.490571699111316E-4 0.3600284608162021 +0.8082301068618453 0.05058747291281057 0.1411824202253442 +0.0056988058776677245 0.3283616865173409 0.6659395076049914 +0.9024979597812751 0.0012735396048580568 0.09622850061386687 +0.9021899776530963 0.09474421884581855 0.0030658035010852377 +0.0034539575247195297 0.7432628174414357 0.25328322503384476 +0.06717309304539792 0.004485818811711692 0.9283410881428905 +0.007993027077441046 0.9908047191488677 0.0012022537736914006 +0.08912238403968081 1.9083271772426085E-4 0.9106867832425949 +4.195371167170012E-4 0.731338827314436 0.2682416355688469 +0.015245338884388107 0.03242381941675828 0.9523308416988535 +0.32323107119519295 7.220005877526698E-4 0.6760469282170543 +0.0027355417338909595 0.3107574095010827 0.6865070487650262 +0.03198393436476383 0.010754512132049428 0.9572615535031866 +0.008816894431178031 0.9906908748339153 4.922307349067666E-4 +0.5375990975970806 7.305334619584019E-5 0.46232784905672347 +0.9945659225341529 0.0035775054496865366 0.001856572016160545 +0.4820219112850919 0.024507551122274325 0.4934705375926339 +0.08905446222675462 0.0035789708244677166 0.9073665669487776 +0.1236272049927075 0.8756175824907274 7.552125165649377E-4 +0.06667979213857574 0.007733589242203067 0.9255866186192211 +0.987429048837864 0.0012588466710342942 0.011312104491101833 +0.9064363667254992 0.004209758478723616 0.08935387479577704 +0.9526295641353755 0.04729079691869491 7.963894592959146E-5 +0.9885816935256203 0.0025710602616796506 0.008847246212699986 +0.015446763385257663 0.07415705951704592 0.9103961770976964 +0.6823861611991111 0.016139754321173014 0.3014740844797159 +0.009711844479663494 0.013373732620657277 0.9769144228996793 +0.9656862687093324 2.1465269962091343E-5 0.03429226602070558 +0.158998988146601 0.8407639277244435 2.3708412895554422E-4 +0.008462386624129492 0.9730678667572397 0.01846974661863089 +0.0011898868236402851 0.9611286892162357 0.03768142396012415 +0.9991843018702801 2.458302995230885E-4 5.698678301967808E-4 +0.2727756308904889 0.7252746911319838 0.0019496779775273938 +0.3791462135548938 0.2782941845848541 0.34255960186025197 +0.996440851655747 0.002831077307066026 7.28071037186976E-4 +0.09082717781515301 0.9063981860263762 0.0027746361584707322 +0.997324897901363 0.0023349907197483255 3.401113788886199E-4 +0.5162474528321025 0.20459324789589753 0.27915929927199995 +0.07608615263498411 0.9063851206323901 0.017528726732625906 +0.9802997750510456 1.2047987005918061E-4 0.019579745078895205 +0.027226661021485188 0.07685023974458349 0.8959230992339313 +0.3304657191087085 0.6687225896777507 8.116912135407465E-4 +0.8750148212206385 0.12188096183054122 0.0031042169488203356 +0.2588555171240243 2.476302833330745E-4 0.7408968525926427 +0.3509286403289208 0.6489591097434695 1.1224992760961166E-4 +0.03285522184193654 0.016682029593244642 0.9504627485648188 +0.926295286136148 1.2830000270905195E-4 0.07357641386114301 +0.9643871985973769 0.035390082770139004 2.227186324841467E-4 +0.006021888955703825 0.14345002471583715 0.850528086328459 +0.9951568558768706 6.897270815189396E-4 0.0041534170416104394 +0.8861768242264909 0.11377871237980286 4.446339370624354E-5 +0.10065152745064336 0.0038341000350666956 0.8955143725142899 +0.9980807580158719 1.8768961712240258E-4 0.001731552367005615 +0.9898185124436396 3.4948362279741893E-4 0.009832003933563082 +0.8588289887993243 2.4131731178530654E-4 0.14092969388889026 +0.23594462093102297 0.2151468627571424 0.5489085163118347 +0.008609000592342913 0.0393371718060247 0.9520538276016324 +0.9831531813954161 7.033109055937436E-4 0.016143507698990214 +0.9910406031913814 0.006724939827155112 0.0022344569814634996 +0.06424657525028381 0.9348997231794975 8.537015702186579E-4 +0.7703401462305514 0.006606130073688641 0.22305372369576015 +0.9377402271601316 5.732721347921458E-4 0.06168650070507629 +0.9965457207256063 0.0020278800525373505 0.0014263992218562645 +0.5283192972873678 0.004711674887674701 0.4669690278249576 +0.03117360430504353 0.09948587111703396 0.8693405245779224 +0.3187875063400962 0.6812009417042655 1.1551955638271495E-5 +0.03605494971104969 0.9069524893535388 0.05699256093541148 +0.8691000043005525 0.001020426707285367 0.12987956899216227 +0.9785556176241376 0.015973654289067767 0.0054707280867947 +0.41674521785553986 0.5735163063582741 0.009738475786186007 +0.8823350154890027 0.0014556331881836982 0.11620935132281347 +0.03697458348019641 0.8950320541290109 0.0679933623907928 +0.02628719876924755 0.04143264813888425 0.9322801530918682 +0.33184592224484866 0.668113273062993 4.080469215851039E-5 +0.44848028318984967 0.03807867526908174 0.5134410415410686 +0.2611094981930379 0.6911501438608009 0.04774035794616117 +0.9570107847407339 0.04286670980312006 1.2250545614616182E-4 +0.0024906616704607736 0.80691276015947 0.19059657817006917 +0.0352623179426141 0.9427810865180402 0.021956595539345713 +0.9838302806097973 0.015907709302769395 2.6201008743330514E-4 +0.42420101134009963 1.269205780526528E-4 0.5756720680818477 +0.013991849715019919 0.9763529963259734 0.00965515395900673 +0.9994918645854742 3.772428793895279E-4 1.3089253513635994E-4 +0.9980052982894185 0.0012602457462038959 7.344559643776364E-4 +0.993519182051912 0.004197987728687049 0.00228283021940091 +0.9716071133654659 0.00990178157052894 0.0184911050640052 +0.35218924169356863 0.32965315508076404 0.3181576032256674 +0.011877087403951611 0.9750532052292452 0.01306970736680322 +0.051287417510597774 0.9429014463901844 0.005811136099217915 +0.15954153318569925 0.802823121906672 0.037635344907628834 +0.17592724092354253 0.03407360173447807 0.7899991573419795 +0.9447397561129023 0.05510015748042776 1.6008640666991718E-4 +0.2074853671915084 0.7915854343815708 9.2919842692071E-4 +0.9912997308403413 0.0018710157324765557 0.006829253427182252 +0.9956280356231165 0.0031759011461382435 0.0011960632307452196 +0.017797319225164244 0.0232302996426037 0.958972381132232 +0.02705150121409516 0.9472432430181768 0.025705255767728044 +0.9248274177979986 0.03433942590633155 0.04083315629566984 +0.9702980476735877 0.029550758812026928 1.5119351438538613E-4 +0.9964780436406827 0.003260963681062236 2.609926782550879E-4 +0.6192778569062446 0.38071650595326495 5.637140490625571E-6 +0.010340837152126343 0.9608536116890349 0.02880555115883881 +0.01997738706699482 0.018341356351746236 0.9616812565812589 +0.8030595906587611 0.03791154952304873 0.15902885981819026 +0.9769611381457428 0.0035572769196292467 0.01948158493462781 +0.9933241510863985 0.004763559194121594 0.001912289719479916 +0.013858933804797195 0.5923128851909901 0.3938281810042126 +0.998384070415536 1.97307598223493E-4 0.0014186219862405314 +0.9997776483042982 1.1483894212616665E-4 1.0751275357558047E-4 +0.9943280252933885 0.00191990346601132 0.00375207124060014 +0.10474430267115141 0.895145024794929 1.1067253391955768E-4 +0.5692264323785503 0.40030522183704687 0.03046834578440293 +0.9675532267196678 0.00397792345542239 0.02846884982490976 +0.9975516533483054 0.0023672225079200736 8.112414377436186E-5 +0.07276140063629848 0.9140412486287467 0.01319735073495481 +0.973042560847485 0.0020490916117882623 0.02490834754072669 +0.821493406924122 0.17799319652534054 5.133965505374796E-4 +0.950391514540158 4.156010584056791E-5 0.04956692535400131 +0.9615392778550411 0.03777036499702049 6.903571479385074E-4 +0.02774003706227505 0.9657961079910269 0.006463854946698136 +0.10172061879692816 0.8828007329079999 0.015478648295071909 +0.1361356625122033 0.003421472427051334 0.8604428650607454 +0.004179543181266034 0.8479215996412771 0.14789885717745682 +0.05375824148996566 0.9453301352950911 9.116232149430945E-4 +0.978779300375128 0.020905137493519604 3.1556213135246127E-4 +0.8488526408118339 0.14391015853216263 0.007237200656003547 +0.1431065731103417 0.004697916181199238 0.8521955107084591 +9.096481935037278E-4 0.011514120496051257 0.987576231310445 +0.08616677978716575 0.004175521069198214 0.909657699143636 +0.027151334414786843 0.758449336965348 0.21439932861986521 +0.998924080285 3.7444476198132237E-4 7.014749530185306E-4 +0.9936105447721701 4.014451861515123E-5 0.006349310709214653 +0.6842221735936455 0.001813400515789458 0.313964425890565 +0.22418533445837788 0.00349650054158347 0.7723181650000387 +0.7543270485626292 0.008468101107529595 0.23720485032984115 +0.897431278339439 0.0010976507183874135 0.1014710709421735 +0.8902906012997015 0.09495393693684638 0.014755461763452056 +0.14873052641451198 0.006645999023089065 0.8446234745623988 +0.016799904425190252 0.9699830444341784 0.013217051140631444 +0.9995438757666998 4.3094855877729983E-4 2.5175674522970558E-5 +0.01732966373086065 0.08911869947318944 0.89355163679595 +0.020768109232181135 0.043558165985483496 0.9356737247823353 +0.9816934214808145 0.0178844911252667 4.2208739391890447E-4 +0.0053511009825312 0.06302070638502964 0.9316281926324391 +0.9960013564201917 0.003959342881759733 3.930069804859602E-5 +0.3451917009841142 0.6545838340097621 2.2446500612372433E-4 +0.002310484941163606 0.958780483904321 0.03890903115451532 +0.9940263815841308 1.7098212944830878E-5 0.005956520202924293 +0.015503001080432174 0.0757924706939032 0.9087045282256646 +0.01844795807875943 0.9736434680506286 0.007908573870611807 +0.0049605099433058485 0.8072527075999847 0.18778678245670957 +0.10556027764915962 0.8943942896242608 4.543272657945764E-5 +0.3807439169528124 0.6191313844562155 1.2469859097206893E-4 +0.9827788574362895 0.016333589139012557 8.875534246979217E-4 +0.08304327432402225 0.8957113356720982 0.021245390003879615 +0.9418886132486478 0.05791648258627251 1.9490416507959542E-4 +0.9953020191317629 0.0038586693983489726 8.393114698880988E-4 +0.9934461340482963 1.4618197988151913E-4 0.006407683971822172 +0.4470110820631973 0.5518072845181218 0.0011816334186808988 +0.013694105482523743 0.010422882441084642 0.9758830120763916 +0.9996811805707215 8.020713460477643E-5 2.3861229467373338E-4 +0.9970899780228218 5.937337589949661E-4 0.0023162882181832845 +0.03574158579730938 0.042046595652436035 0.9222118185502546 +0.12957827225857088 0.04698872361058165 0.8234330041308475 +0.9826756827366111 0.01729225680056075 3.2060462828156986E-5 +0.017290403676315694 0.9721400066151933 0.010569589708491069 +5.006477936068658E-4 0.5532654016016475 0.4462339506047455 +0.05391293948254285 0.0022195188050193994 0.9438675417124376 +0.14147398346666795 0.0037916814806563024 0.8547343350526757 +0.8971041536926196 0.009633535975412218 0.09326231033196805 +0.9648191867696492 0.009315618999178241 0.02586519423117262 +0.008744274161865673 0.8978175959996645 0.09343812983846975 +0.9748528589954643 0.021847947722501704 0.00329919328203407 +0.875913730218896 6.014028326910365E-4 0.123484866948413 +0.0040199485633290195 0.9906784269674709 0.0053016244692000915 +0.9326898087179194 7.581016731131134E-5 0.06723438111476934 +0.9988266453427018 5.644318363223611E-4 6.089228209759075E-4 +0.02570159796342528 0.0013454442499486738 0.9729529577866262 +0.9992025996924864 5.053557629229598E-4 2.9204454459074146E-4 +0.9855038271721728 0.008924800427401597 0.005571372400425598 +0.3449841269510068 0.6548494431672369 1.6642988175638503E-4 +0.9983039913252525 2.612035522903413E-4 0.0014348051224571017 +0.9835299061019377 1.5023733980688253E-4 0.016319856558255377 +0.9700214166631537 0.004596859239297381 0.025381724097548974 +0.25816487552164324 0.03156611575541508 0.7102690087229415 +0.9973153492562203 0.0024272376821134023 2.574130616662075E-4 +0.9462143425937003 0.053628357773237934 1.5729963306186515E-4 +0.7661517312372302 0.23375978918928453 8.847957348529829E-5 +0.07477814966854614 0.0010005597198894912 0.9242212906115643 +0.005280362400179414 0.846291324678902 0.14842831292091854 +0.4781188421590823 0.061425417157812155 0.4604557406831055 +0.9823672294866587 0.01712319975837997 5.095707549612405E-4 +0.1260185846897714 0.0015232823799512343 0.8724581329302773 +0.01980725708044103 0.017065513518836225 0.9631272294007227 +0.9932665682820017 0.005922433560882471 8.109981571159563E-4 +0.017119669939497404 0.29507355778199745 0.6878067722785052 +0.8861969602262694 0.025277757142156448 0.08852528263157416 +0.68925456000559 0.002638253740305968 0.308107186254104 +0.34370656974978325 0.6553549866328948 9.384436173218773E-4 +0.7694501617704543 0.0135314041485625 0.21701843408098315 +0.9992581914288174 3.120379746546909E-4 4.297705965277789E-4 +0.3491094620403245 0.6508819677095867 8.570250088706696E-6 +0.03117360430504353 0.09948587111703396 0.8693405245779224 +0.3386295343451436 0.025935892858929232 0.6354345727959273 +0.033525248583485635 0.0077751155531710905 0.9586996358633433 +0.3304657191087085 0.6687225896777507 8.116912135407465E-4 +0.1704037775566034 2.9715185651408367E-4 0.8292990705868826 +0.9978753112446869 8.070944561521756E-4 0.0013175942991609099 +0.01969300123791203 0.9325297715154298 0.04777722724665818 +0.6737154066749249 0.3261347653098592 1.498280152158796E-4 +0.1683504172034798 2.2412194124443003E-4 0.8314254608552758 +0.007472905847476893 0.9601735842387873 0.032353509913735784 +0.9901706762909301 0.0038615637536924706 0.005967759955377304 +0.03350477676882286 0.835741858333835 0.13075336489734216 +0.016538998798897187 0.7157589353454845 0.26770206585561823 +0.22002633293714383 0.7798622480223726 1.1141904048368807E-4 +0.012518122299836242 0.2766853901123203 0.7107964875878435 +0.09836296585753367 4.1284550385070455E-4 0.9012241886386158 +0.16624343406854492 0.0015017595277543288 0.8322548064037008 +0.990519645935009 0.008977604828480515 5.027492365104044E-4 +0.9010519774763356 0.09615381602355613 0.002794206500108331 +0.4997450273346064 0.5002535430824737 1.4295829198535517E-6 +0.9915072621179055 0.00835066286860096 1.4207501349357336E-4 +0.2588555171240243 2.476302833330745E-4 0.7408968525926427 +0.7797692815047204 0.05971852749043708 0.1605121910048425 +0.0352623179426141 0.9427810865180402 0.021956595539345713 +0.9950012772349631 0.0032588947589397943 0.0017398280060971253 +0.967957434710824 0.010022035477656436 0.022020529811519512 +0.8025629007740722 0.18211088512408152 0.015326214101846269 +0.03380886024975212 0.9350948724130083 0.0310962673372396 +0.6176349391191754 0.37297868075392593 0.00938638012689862 +0.1341843830546949 0.0032234852191150246 0.8625921317261901 +0.7230151514199608 9.268457335450671E-4 0.2760580028464942 +0.9566520674246157 0.037674665095597644 0.0056732674797868145 +0.04629797695903595 0.004437852517770305 0.9492641705231937 +0.9533026781469542 1.1113757871649912E-4 0.04658618427432945 +0.9911452616508623 0.005649931832068159 0.003204806517069519 +0.009813831580289008 0.984693018275144 0.005493150144567145 +0.3772808720885518 0.6225323535575416 1.8677435390677326E-4 +0.24790911638563853 0.7520652710308473 2.561258351404526E-5 +0.22204190031873655 0.7778275682783079 1.305314029556966E-4 +0.0011421064203292705 0.5614370280784344 0.4374208655012364 +0.28674552416775645 0.12971270866883453 0.5835417671634091 +0.9305604933173118 0.06943318595972812 6.320722959936045E-6 +0.0018065966072743547 0.9813134795794247 0.01687992381330093 +0.9976162023109082 0.0022650636945402525 1.1873399455146873E-4 +0.006597016072821973 0.9750588284587705 0.01834415546840754 +0.09932838253723347 0.8509264453352202 0.04974517212754629 +0.9742774037379491 0.011819995926540972 0.013902600335509847 +0.05292556717755424 0.02923902013908177 0.917835412683364 +0.9979732286479115 3.0302344847161408E-5 0.0019964690072412144 +0.7762492888712313 0.006214267253666194 0.21753644387510251 +0.029728238112947437 0.01670686178278404 0.9535649001042685 +0.0146627263674091 0.7395612734095932 0.2457760002229976 +0.008462386624129492 0.9730678667572397 0.01846974661863089 +0.9873407793008111 2.1756659830231685E-5 0.012637464039358644 +0.9949838563864948 5.799997968823099E-5 0.004958143633817007 +0.9122610427390407 0.08773508055807518 3.876702884164338E-6 +0.9947874981131567 2.6395713435398903E-4 0.004948544752489189 +0.9839627915798131 0.001834867735420948 0.014202340684765998 +0.7669380139768793 6.906113037134311E-4 0.23237137471940725 +0.29669237061724574 0.7030470223411526 2.606070416015787E-4 +0.0048070932965143766 0.8717282374108053 0.1234646692926804 +0.9997749097454786 1.2295450177017051E-4 1.0213575275130428E-4 +0.937948572207104 0.062048261114715654 3.1666781802528933E-6 +0.9022557380266986 5.892305571932456E-4 0.09715503141610822 +0.011920107373055228 0.9091111874442861 0.07896870518265847 +0.9650463684404713 4.292834926482666E-4 0.03452434806688055 +0.9899564558974001 0.0010969439322540966 0.008946600170345879 +0.9982245098357865 4.775256330227647E-4 0.0012979645311906813 +0.0016285137216941674 0.2874573579631218 0.7109141283151842 +0.9674161373843957 0.03256289330329215 2.0969312311939133E-5 +0.8470635538361652 0.006010989475419309 0.1469254566884156 +0.9028852794468449 0.09704439257810948 7.032797504560543E-5 +0.031347725902749334 0.867391086251099 0.10126118784615178 +0.04900563912445431 0.00106377538443934 0.9499305854911064 +0.25693144139836654 0.16890756496579493 0.5741609936358386 +0.9870224940539765 0.009665314072296325 0.003312191873727144 +0.10703546090129644 0.002660556757563121 0.8903039823411405 +0.9790733659290438 0.0208885926217036 3.804144925258482E-5 +0.7477237653049378 0.23496051558776943 0.017315719107292925 +0.6382065266854104 6.450372067291654E-5 0.36172896959391654 +0.9962354894804918 1.301423470518344E-4 0.00363436817245644 +0.10356787964079119 0.027917216625797013 0.8685149037334118 +0.7108023506164743 0.07196877473366199 0.2172288746498636 +0.9895905840407448 0.010258314220926164 1.5110173832896638E-4 +0.7427796198574552 0.0019655633128000927 0.25525481682974466 +0.9427944936125855 0.019452017801617958 0.03775348858579658 +0.18896878038750486 0.001767187549501766 0.8092640320629932 +0.07260114817634035 0.9267509591199378 6.478927037218275E-4 +0.9958792006677651 0.0025961644328041673 0.0015246348994306343 +0.9930424882975925 0.0012116504410998293 0.005745861261307693 +0.018032457746982717 0.018419023103194897 0.9635485191498224 +0.03781446321398117 0.10593368578350865 0.8562518510025101 +0.9947351596782187 0.0012145020909114495 0.004050338230869834 +0.04998861266233114 0.8782712470986495 0.07174014023901937 +0.855096530211705 0.017004798883258326 0.12789867090503676 +0.11959808934136965 0.0044676148494675865 0.8759342958091627 +0.651716346752801 0.3482418258861839 4.182736101502549E-5 +0.0030845466286479103 0.03898127604097532 0.9579341773303767 +0.9894502513839186 6.68345856458166E-5 0.010482914030435506 +0.9677489523984301 0.02253756415198987 0.009713483449579952 +0.06660655100735106 0.9319755258043717 0.001417923188277302 +0.8383882365424953 0.1352504211408248 0.026361342316679876 +0.9469890469258874 7.496854315763301E-4 0.052261267642536136 +0.9658585773734844 0.014564841164519803 0.019576581461995896 +0.009090868860060608 0.027646589103031995 0.9632625420369073 +0.09364055542381414 0.904387388382836 0.0019720561933498433 +0.011658915698696513 0.21754404529966925 0.7707970390016341 +0.9922753119227404 0.0077203341337483125 4.3539435114580135E-6 +0.0034327089559226744 0.9699966823467725 0.026570608697304793 +0.27981097416206296 0.6978382854043668 0.022350740433570392 +0.03540536013769525 0.9640572282781066 5.374115841982096E-4 +0.9678211716816517 0.03208497231208565 9.385600626248531E-5 +0.003275417350113941 0.19658197610788652 0.8001426065419996 +0.9992968239253635 6.561257671403965E-4 4.705030749621962E-5 +0.02048721858333567 0.01817313732306416 0.9613396440936002 +0.021696385033994466 0.919274415081755 0.05902919988425052 +0.008192744361331968 0.9460763878325206 0.04573086780614742 +0.8133869636649415 0.0037496473644641004 0.18286338897059456 +0.05285253620661018 0.9451818225956566 0.001965641197733176 +0.9901301900027728 0.0021527595691426997 0.0077170504280844295 +0.020811159266770886 0.9770551652939848 0.002133675439244283 +0.03900553447756116 0.8324163230316027 0.12857814249083616 +0.9812618354315951 0.017340360158456636 0.0013978044099483024 +0.007444821685877221 0.983748723748018 0.008806454566104622 +0.9997132392121086 2.2243471286414004E-4 6.432607502716526E-5 +0.09613178943508033 0.9012600308272669 0.0026081797376526594 +0.002735125277247976 0.9480879102200234 0.049176964502728744 +0.9998816725699781 2.9601214312465442E-5 8.872621570949476E-5 +0.9963644592000797 0.001260938370128184 0.002374602429792232 +0.13478386408482368 0.8641805777910972 0.0010355581240791504 +0.9953328366612776 0.0026044797643518334 0.0020626835743705525 +0.11815499871690029 0.02348490628310011 0.8583600949999997 +0.3008582343890568 2.8563119277849375E-4 0.6988561344181646 +0.06968183628311274 0.0016305316064692027 0.928687632110418 +0.001986573461407931 0.9832115504890951 0.014801876049496903 +0.9838575076809072 0.014119359093071361 0.002023133226021303 +0.985772002564006 0.009658728597889021 0.00456926883810496 +0.4940759725257973 7.331838596753666E-5 0.5058507090882352 +0.994503815463785 0.005252309256726347 2.4387527948860205E-4 +0.902495012810669 6.678152160181116E-4 0.09683717197331294 +0.996507465057781 0.002050660439527146 0.001441874502691851 +0.9453510845275963 1.6085519158944215E-4 0.05448806028081423 +0.008897697744137185 0.08878980665258422 0.9023124956032786 +0.9947417922886389 0.004493581566191385 7.64626145169538E-4 +0.9826272106389967 0.015370639772948379 0.0020021495880549467 +0.6980234703910352 4.367864811511603E-5 0.30193285096084965 +0.040913881629937476 0.01448070670985283 0.9446054116602096 +0.985268903531414 0.01409562365723478 6.354728113512418E-4 +0.0052391799895776464 0.9755455287370017 0.019215291273420594 +0.017290403676315694 0.9721400066151933 0.010569589708491069 +0.07477814966854614 0.0010005597198894912 0.9242212906115643 +0.622989493172245 0.37269890105429665 0.004311605773458618 +0.009428850622330726 0.9900837719972484 4.8737738042076975E-4 +0.006363345708961288 0.8983687494070401 0.0952679048839986 +0.014677638996382357 0.706580294618847 0.2787420663847708 +0.0012056847197348577 0.16033479828605068 0.8384595169942145 +0.9520792082493321 0.04131082720981613 0.006609964540851685 +0.6928225148503387 0.0032764881990677537 0.3039009969505936 +0.9879177567185662 0.011520783717010938 5.614595644228282E-4 +0.0939097147147419 0.9041929158398155 0.0018973694454424552 +0.7999282911305922 0.19998940101097232 8.230785843553541E-5 +0.16017956776817338 0.4626665137386444 0.3771539184931822 +0.9758311110461545 9.44972064989841E-4 0.023223916888855656 +0.04998633595600247 0.006220179197558925 0.9437934848464385 +0.8834714368253813 0.012810730882376789 0.1037178322922419 +0.8168479286955893 0.02816918480903176 0.1549828864953788 +0.9982053888253857 0.0015829720415140378 2.1163913310038795E-4 +0.024591006853394517 0.9471838055999797 0.02822518754662576 +0.002550208973858997 0.9133008586211966 0.08414893240494452 +0.15745413854385215 0.8400113159416291 0.0025345455145188048 +0.9950712351283 1.5009496200110836E-4 0.004778669909698936 +0.9977646858315322 0.0021318181654597394 1.0349600300784449E-4 +0.994626749620854 0.0053386666970447975 3.458368210120719E-5 +0.13250758362012957 7.807314975590165E-4 0.8667116848823113 +0.05952327324424504 0.008549951686317232 0.9319267750694378 +0.20074380328801186 0.002046774398568715 0.7972094223134195 +0.6489060932895921 0.333247053960798 0.017846852749609836 +0.049169300751887586 0.010146033814252362 0.94068466543386 +0.019374525891740046 0.18392443993190255 0.7967010341763574 +0.09738988647170664 0.8939015123422351 0.008708601186058164 +0.007461586496041751 0.02514151250791146 0.9673969009960468 +0.9745889854566249 0.014627089912010692 0.010783924631364412 +0.9911064660078344 6.530802606184136E-4 0.008240453731547167 +0.8553358689557263 0.0012629001475443177 0.14340123089672932 +0.14584450309661245 0.0022840041828002455 0.8518714927205874 +0.9351075106684001 0.058038134197504455 0.006854355134095368 +0.973357989693104 3.404051400729763E-5 0.02660796979288851 +0.5553519407668873 0.0034401838453450447 0.4412078753877676 +0.9650144850687188 0.03000245170988953 0.004983063221391673 +0.9943915965591456 3.4877932499827966E-4 0.005259624115856133 +0.7821338968370843 0.21786193686270336 4.166300212371073E-6 +0.9973241018416582 9.98512357315111E-4 0.0016773858010267373 +0.9921971876482012 0.002360897153683713 0.005441915198115089 +0.08090444876723304 0.9189246097136251 1.7094151914197903E-4 +0.9972221629154503 2.9718688738408837E-4 0.002480650197165534 +0.006457832038460727 0.9889523041237186 0.004589863837820749 +0.9955039079732271 9.945629017513594E-4 0.003501529125021561 +0.993378096744868 0.0048156729471220214 0.0018062303080100775 +0.8980685910477177 0.027375933739508286 0.07455547521277388 +0.9569175793597307 0.042690629045523114 3.917915947461264E-4 +0.005736590123776128 0.09856278769978082 0.8957006221764431 +0.9993129548571605 6.848314527031276E-4 2.2136901365149718E-6 +0.0215235112170247 0.8908431625489659 0.08763332623400945 +0.021600221292265687 0.00748900939463062 0.9709107693131037 +0.03573601124005699 0.957272120448034 0.006991868311908939 +0.9996156019178645 3.5688320835342545E-4 2.7514873782170514E-5 +0.00817995203194651 0.9807046688792606 0.01111537908879294 +0.9949299344091351 0.0013308078875977703 0.0037392577032670095 +0.12218274933030152 0.018218925357216663 0.8595983253124819 +0.9897489714837515 0.007346279522134059 0.002904748994114528 +0.009383215849705535 0.026496963542438922 0.9641198206078556 +0.9688878141743745 0.03047192793051508 6.402578951104066E-4 +0.9969454029618723 9.765775468637556E-4 0.002078019491263985 +0.022408805844225912 0.9622461455065364 0.015345048649237697 +0.9823451588869984 0.0038491752441942493 0.013805665868807378 +0.988925586571202 4.1002138158263495E-4 0.010664392047215447 +0.03374474007608545 1.7898039429224352E-4 0.9660762795296224 +0.17669525494232555 0.8232679083929874 3.68366646871962E-5 +0.33962623076176746 0.0032415679483445412 0.657132201289888 +0.4682169129199341 9.562268600983514E-6 0.531773524811465 +0.8901359426950336 0.10963434729066512 2.2971001430137055E-4 +0.0013523658884754982 0.8153694052314276 0.18327822888009696 +0.9836330240153703 0.015865818359518908 5.011576251107561E-4 +0.005047598694581293 0.9466336055209472 0.04831879578447137 +0.8195172327854819 2.594982663393948E-4 0.1802232689481787 +0.41705314830389284 4.629994847423198E-5 0.582900551747633 +0.9982959986458512 2.170067819616557E-4 0.001486994572187227 +0.11815499871690029 0.02348490628310011 0.8583600949999997 +0.17662792917868522 0.7793768079036023 0.04399526291771243 +0.9827902871091324 0.016903196856776777 3.06516034090893E-4 +0.9657995708481725 0.03278961685518267 0.0014108122966449569 +0.013437695629581121 0.3707267920601109 0.615835512310308 +0.9942111666620358 0.005117010286874562 6.718230510895766E-4 +0.9988772606179628 5.999208617269069E-4 5.228185203102688E-4 +0.9984499440080551 5.797815541538971E-4 9.702744377909457E-4 +0.9096826658713244 0.0897449175484161 5.72416580259415E-4 +0.003999468082335145 0.06368782370105788 0.9323127082166071 +7.686693735718178E-4 0.7589768306091003 0.24025450001732784 +0.9273710050986533 0.07236415895502807 2.648359463187008E-4 +0.9951019322368697 1.6080664016557262E-4 0.004737261122964773 +0.0011056757134865888 0.5671081530312604 0.43178617125525315 +0.9251036085633909 0.06486981970832739 0.010026571728281593 +0.924925501869714 0.06980351143013815 0.005270986700147808 +0.07947156107802186 0.7643558790604195 0.15617255986155867 +0.48212451648962434 0.0011373510892445154 0.5167381324211312 +0.12133385727708218 0.8785362465151975 1.2989620772035698E-4 +0.9907199587289509 0.008166932987012284 0.0011131082840367555 +0.06492022972420021 0.008131439964813586 0.9269483303109861 +0.9943575096009801 0.0017079505966542093 0.003934539802365734 +0.0013723279702451167 0.7869304181863169 0.21169725384343796 +0.9943448439027964 0.005523416350401967 1.3173974680161197E-4 +0.09653106401470807 1.0587561709887835E-5 0.903458348423582 +0.09645201606840294 0.003633612480649477 0.8999143714509477 +0.9103210234394149 0.0013642094709138092 0.08831476708967126 +0.4050089750700581 0.10134271778359097 0.49364830714635094 +0.03117360430504353 0.09948587111703396 0.8693405245779224 +0.882310656564057 0.005885058013360575 0.11180428542258236 +0.46323615569366194 0.5255711886642986 0.011192655642039332 +0.6963428647495817 7.701604749514727E-4 0.3028869747754668 +0.003275417350113941 0.19658197610788652 0.8001426065419996 +0.013440948386428949 0.013983498486385927 0.9725755531271851 +0.9945180247075013 0.0016989316757280411 0.0037830436167707237 +0.05612310442645072 0.11102449686172342 0.8328523987118259 +0.9505447057448102 4.890912984401912E-4 0.048966202956749534 +0.9984462061978268 0.0015061057882712987 4.7688013901996214E-5 +0.7512215869503328 2.595005209788798E-4 0.2485189125286883 +0.9889909078743603 1.312417861872913E-4 0.010877850339452438 +0.0020335576023793453 0.71346207726985 0.28450436512777055 +0.720085789939986 0.27989014761792413 2.4062442089964786E-5 +0.002352602101507443 0.9181090739205447 0.07953832397794781 +0.9983983196311494 6.936094554211658E-5 0.0015323194233084934 +0.41577644176067297 0.5840807665657723 1.4279167355479223E-4 +0.9899562582890041 0.005776825404597335 0.004266916306398414 +0.9873436926017508 0.0031007390453660624 0.009555568352883266 +0.03902088805991127 0.004510115741480346 0.9564689961986085 +0.1320663702572776 6.915504232444536E-6 0.8679267142384899 +0.04628695886745278 0.9521071716230968 0.0016058695094505993 +0.06493086214747283 0.9026377336099656 0.032431404242561475 +0.033939446553878434 0.09571578780074028 0.8703447656453812 +0.9554407521190891 9.018300533170747E-5 0.04446906487557917 +0.9888532520521277 0.01113120452839659 1.5543419475810204E-5 +0.0024441863301402833 0.28378049721460286 0.7137753164552568 +0.1787700429252658 0.8170078350892193 0.0042221219855149116 +0.046078076979050836 0.002611077138560875 0.9513108458823882 +0.9896549406126202 0.004073467052154951 0.006271592335224923 +0.8842601976516707 0.009393645495582501 0.10634615685274673 +0.6111688816561106 0.3888252405111159 5.877832773511741E-6 +0.9981712151372463 0.0014075132163369622 4.2127164641681897E-4 +0.9923527502493579 0.0069293173934932275 7.179323571488912E-4 +0.05369039196223728 0.015784736424743928 0.9305248716130188 +0.983599987781008 0.014525100001934207 0.0018749122170578646 +0.11279175785190845 0.886899134393215 3.0910775487667477E-4 +0.997575795606687 9.360460380637576E-4 0.00148815835524926 +0.6892143705417447 0.2794668411345242 0.031318788323731 +0.9930240969689684 0.0067764720604363395 1.994309705951996E-4 +0.47524170190113985 0.5247559030082648 2.3950905953377853E-6 +0.9862359437334186 0.0032770427292469623 0.01048701353733445 +0.19408177414438738 0.8046642737479942 0.001253952107618497 +0.985693109731167 0.01372902668623242 5.778635826006494E-4 +0.007633187021725715 0.9844111384100125 0.007955674568261765 +0.9958655630656215 1.651775372479303E-5 0.004117919180653745 +0.9917913361342676 0.002032637787459168 0.006176026078273108 +0.11569438728829919 0.8842283480228064 7.726468889452467E-5 +0.9980044190160822 0.0014505702623672158 5.450107215506419E-4 +0.020354728339236166 0.9766995473382358 0.002945724322527982 +0.9647258212397541 0.023661133825498778 0.011613044934747184 +0.9706918743148725 0.009132104119300847 0.02017602156582665 +0.013729781509252484 0.0036203182071554083 0.9826499002835921 +0.14612876547645431 0.0019482900768800562 0.8519229444466655 +0.6487652061633955 0.34523767864573535 0.005997115190869148 +0.991196697698381 0.00116343358778788 0.007639868713831086 +0.9837616708463885 0.015446798942857614 7.915302107537768E-4 +0.9965456128119781 0.0031834075169539988 2.7097967106800853E-4 +0.7580160330331578 0.23274767950419056 0.00923628746265168 +0.03540536013769525 0.9640572282781066 5.374115841982096E-4 +0.4810101976721027 0.002008148520787806 0.5169816538071094 +0.975634925898203 0.019508154569299302 0.004856919532497744 +0.9809547933921794 0.014152776577994738 0.00489243002982587 +0.06229378847265766 0.39357165506006786 0.5441345564672745 +0.19567226511682526 0.8038279102722387 4.998246109362289E-4 +0.5529922731656647 0.4470049262862223 2.8005481130206253E-6 +0.9834490301807445 0.011986748243397736 0.004564221575857907 +0.08713729437304746 0.006764449191289648 0.9060982564356629 +0.9773419386692251 3.020990594603409E-4 0.02235596227131461 +0.9968032745897194 0.002132524485150376 0.0010642009251301584 +0.012077338627329086 0.5245524912367321 0.46337017013593873 +0.9668869793897447 3.4877131989205554E-5 0.03307814347826625 +0.03092585356689739 0.0028392199489511182 0.9662349264841514 +0.2379246814654536 0.0015315086514467702 0.7605438098830996 +0.9961667561249284 3.02527080402915E-4 0.0035307167946685113 +0.6524811625411185 3.6251152278872674E-4 0.34715632593609264 +0.023339953176101054 0.9626736795533658 0.013986367270533071 +0.7518469209782798 0.24811506887179235 3.801014992773908E-5 +0.9981836266303811 3.05010437511544E-5 0.001785872325867728 +0.9996260087183793 1.9986712143355795E-5 3.5400456947744843E-4 +0.8682652662622868 3.019592149497638E-5 0.13170453781621824 +0.036150557882658446 0.9515428654645959 0.012306576652745746 +0.009719671888822718 0.9623363947094888 0.027943933401688367 +0.8965193463113511 0.10261345544491186 8.671982437369426E-4 +0.9934378319900419 0.002651376004030611 0.0039107920059275195 +0.0029493803226877447 0.5757737421309206 0.4212768775463916 +0.8748762711130971 0.12445514057801987 6.685883088831138E-4 +0.9708080064055922 0.022554513070124155 0.006637480524283693 +0.5734552594918452 0.00438563982711368 0.4221591006810412 +0.5965124950064238 5.626845774480184E-5 0.40343123653583146 +0.9892851318855417 0.005741626093581235 0.004973242020877017 +0.9887910779904501 0.006364631273453509 0.004844290736096369 +0.10241768241573111 1.556721234279282E-4 0.8974266454608409 +0.8852970976213435 0.11264135538168914 0.002061546996967446 +0.9976642663243307 6.236762074145626E-4 0.0017120574682548482 +0.38625070667943856 0.001389626328010679 0.6123596669925508 +0.9955094268450313 0.0034174948228772677 0.001073078332091495 +0.980679840465446 0.009263957122073622 0.010056202412480496 +0.9902304641268819 4.7786725277140606E-4 0.00929166862034664 +0.10204432813768072 0.6422160058579004 0.2557396660044189 +0.9914707948803135 0.008271927899653956 2.5727722003272667E-4 +0.038846627897583884 0.021327384329128188 0.9398259877732879 +0.9990262878718297 5.577551514896052E-4 4.1595697668055136E-4 +0.42134167328186384 1.6534194517357165E-4 0.5784929847729626 +0.07636703536250983 0.9230486147893991 5.843498480909879E-4 +0.85375286474602 5.870150346000742E-5 0.14618843375051996 +0.02143789038789835 0.9765793585505973 0.001982751061504351 +0.10446072982133248 2.4317077669920196E-4 0.8952960994019683 +0.9927025185862997 1.356743031487083E-4 0.0071618071105515385 +0.9995817033503993 3.6602472073575835E-4 5.227192886496893E-5 +0.7663624164657993 1.713378447753856E-5 0.23362044974972324 +0.9382382197446336 0.0503503806695625 0.011411399585803958 +0.9739588004390197 2.866556377792938E-4 0.025754543923200937 +0.9748075716349474 0.02423572546586455 9.567028991881514E-4 +0.21557565989811617 0.0016480902965780937 0.7827762498053057 +0.06742518123221071 0.925873580228203 0.006701238539586195 +0.9795111589358495 4.325185554933797E-5 0.020445589208601213 +0.1341996266094768 0.5146438110986679 0.3511565622918553 +0.8514050605579954 0.14840557933000809 1.8936011199660493E-4 +0.012826753007730741 0.004744447000880135 0.9824287999913891 +0.016285312314502247 0.0421339122087179 0.9415807754767798 +0.006047387425121859 0.014843152996624639 0.9791094595782536 +0.9985033559575016 0.0014940820652860451 2.5619772124933274E-6 +0.9340154600642528 0.046209888153118155 0.01977465178262896 +0.7715826384460802 3.993846424587143E-4 0.2280179769114611 +0.996894607823623 4.225243558336391E-4 0.0026828678205433796 +0.9903420895965394 0.002795293460992895 0.006862616942467837 +0.01970586488731063 0.017755804086740108 0.9625383310259493 +0.5176432078493151 0.12585305037043326 0.3565037417802517 +0.12983870181240328 0.869966377030401 1.9492115719562354E-4 +0.21126018147051812 0.7878718539877764 8.679645417054924E-4 +0.010698976792458813 0.9602090556375397 0.02909196757000156 +0.9694285665006243 0.03026522878538569 3.062047139901486E-4 +0.006638401675172219 0.7893815029018516 0.20398009542297618 +0.9963762355618963 9.700475531686067E-4 0.002653716884935127 +0.998109915611531 0.0018562403828440287 3.3844005625014245E-5 +0.9994064410530534 3.25350532760393E-4 2.68208414186147E-4 +0.9967698404939239 0.0016901475082087064 0.001540011997867414 +0.016506406037270063 0.978987065561736 0.004506528400993796 +0.9718370695815582 0.01573748954372762 0.012425440874714202 +0.9512638731220016 0.02440625172815743 0.024329875149840977 +0.055372670781911645 0.0015627534305207608 0.9430645757875676 +0.9930461080627799 0.006648637799448729 3.05254137771322E-4 +0.9914014818324969 3.7021327724042724E-5 0.008561496839779116 +0.6980168741820283 0.003923027196890204 0.2980600986210815 +0.0065585789379816834 0.9394443332080785 0.053997087853939765 +0.9996020821335962 6.976178055688363E-5 3.281560858468777E-4 +0.9781623037142864 0.0031610885745389544 0.01867660771117464 +0.007755137379508043 0.9136639657374066 0.07858089688308548 +0.11815499871690029 0.02348490628310011 0.8583600949999997 +0.20453660125153486 0.001721388168214846 0.7937420105802503 +0.7725968024580224 0.002332695833263932 0.2250705017087137 +0.9750385860222863 0.0236957619150377 0.0012656520626758495 +0.028932659968260617 0.9660281992494426 0.005039140782296849 +0.9886348253071576 3.6072185859439967E-4 0.011004452834247978 +0.08234298076167725 0.02701924958901373 0.8906377696493091 +0.22209405442545935 0.41089661494989105 0.3670093306246496 +0.030229720881494112 0.05249286170828535 0.9172774174102206 +0.24229043136817552 0.7574979581994189 2.1161043240561055E-4 +0.030599518316719594 0.8122095023654111 0.1571909793178693 +0.04209565857028654 0.9524703037132219 0.005434037716491521 +0.11620321329258994 0.8275190887868329 0.05627769792057715 +0.9650035565127718 0.034400076914979774 5.963665722486506E-4 +0.9625316876680251 0.006640028738242942 0.030828283593731853 +0.8795555515273427 0.11221847969567411 0.008225968776983238 +0.6444742621993802 0.3369940785562154 0.018531659244404485 +0.01360641231197969 0.7069759763751874 0.27941761131283294 +0.05032205191695994 0.0019340255769793495 0.9477439225060608 +0.2516741614666346 0.7393634844754715 0.008962354057893878 +0.9959217404659415 1.0902765786962997E-4 0.003969231876188825 +0.9590613909244174 2.1809834738855017E-5 0.04091679924084383 +0.0018289737626883064 0.8270340606640559 0.1711369655732558 +0.9367962277704787 0.006091368015165133 0.057112404214356025 +0.9870390142494457 0.011178671263197822 0.001782314487356409 +0.8363142711022011 1.27825628193292E-5 0.1636729463349796 +0.20627213842084272 1.2220992222480054E-4 0.7936056516569324 +0.18965850130170667 0.005475397622875015 0.8048661010754184 +0.945309857259672 0.05437328507870496 3.1685766162304236E-4 +0.9817110149377964 3.9513115524697734E-4 0.017893853906956535 +0.1362805864563753 0.3454962720592062 0.5182231414844185 +0.9866810619853645 0.010340368553948815 0.002978569460686608 +0.05379960847461884 0.9434242817236553 0.0027761098017259366 +0.09076799063986125 0.013703181027276624 0.8955288283328621 +0.13853163713162917 2.9035399000198656E-4 0.8611780088783688 +0.008192744361331968 0.9460763878325206 0.04573086780614742 +0.12746751702548448 0.0015622509701195533 0.8709702320043959 +0.9910706680488612 0.003433176896971054 0.005496155054167693 +0.08463053226832104 4.580292407018973E-4 0.9149114384909771 +0.15905218888155814 0.03409951395116165 0.8068482971672802 +0.9710030768232297 0.002602608052270254 0.026394315124500037 +0.7134445081900321 0.2825337916899516 0.0040217001200162725 +0.8666268843057381 0.02102707304577097 0.11234604264849103 +0.20344661718367318 0.0011409185250209474 0.7954124642913059 +0.5314190737644653 5.285911422997064E-5 0.46852806712130485 +2.938557255780818E-4 0.5418102700060533 0.45789587426836864 +0.43510725347305196 3.77654217364112E-4 0.564515092309584 +0.890123934193768 0.09673466063734792 0.013141405168884195 +0.1530695425329769 0.0037890224733136838 0.8431414349937095 +0.6569217178588743 0.12042763554790388 0.22265064659322178 +0.02540890583947645 0.044979637037144374 0.9296114571233791 +0.9825998402166191 0.002912233342218002 0.014487926441163024 +0.008438977241851605 0.9908227580628108 7.382646953374743E-4 +0.03980078829395795 0.9592310264439973 9.681852620447429E-4 +0.12540732606920807 0.8714258897843248 0.0031667841464669954 +0.07584323296858105 0.923782473159787 3.7429387163181766E-4 +0.25591419532128296 4.07037611065047E-4 0.743678767067652 +0.9993126187110342 6.737466285447733E-4 1.363466042101859E-5 +0.007448223407411572 0.5339944604312444 0.45855731616134404 +0.9853962512019484 0.00735967580364443 0.007244072994407167 +0.003396474500131022 0.42048108931182904 0.5761224361880398 +0.006244694239605585 0.04685877148321048 0.9468965342771839 +0.04090855642524346 0.8662083501853357 0.09288309338942091 +0.9894916278961167 4.5938323204953286E-5 0.01046243378067834 +0.24165754243988952 0.7582703328957191 7.212466439143057E-5 +0.9981494860643637 0.001594908001805181 2.5560593383110403E-4 +0.0040199485633290195 0.9906784269674709 0.0053016244692000915 +0.0018256936718652227 0.7846249890389793 0.2135493172891556 +0.07434806810543965 0.015165229850343725 0.9104867020442167 +0.9985316505496533 0.0010082125602644482 4.6013689008225E-4 +0.00946792431307782 0.011095713884009793 0.9794363618029124 +0.9974481292505247 0.0010730978992177925 0.0014787728502574202 +0.9650964313150696 0.017068920104709548 0.01783464858022092 +0.06666545462239748 0.9231920093702899 0.010142536007312632 +0.017407478134340588 0.9321948521044703 0.050397669761189125 +0.03488556883895052 0.005543279971837857 0.9595711511892117 +0.0035212164431763647 0.37071779667654897 0.6257609868802747 +0.7228957085994226 0.14581096364504617 0.13129332775553126 +0.9981488987566064 9.178112767050352E-5 0.0017593201157231775 +0.8793562496497358 0.11474564842313059 0.005898101927133642 +0.9932406881980291 0.006248407194184152 5.109046077866455E-4 +0.015503001080432174 0.0757924706939032 0.9087045282256646 +0.0947965623568154 0.8988616336621639 0.006341803981020676 +0.4816457037171049 0.07278401733256246 0.44557027895033274 +0.031974014687772584 0.9565292437860403 0.011496741526186956 +0.9642746882675786 0.01724838208064211 0.018476929651779328 +0.9875160076268935 0.011715682051636317 7.683103214702321E-4 +0.040313818853707294 0.03769994948237168 0.921986231663921 +0.0030498607284391746 0.9778153170041054 0.01913482226745546 +0.9948220925345982 0.003491488098433496 0.001686419366968413 +0.012014230550314493 0.0010683157012799057 0.9869174537484056 +0.0021960881354196257 0.9465537449164847 0.05125016694809579 +0.012022157327139018 0.985078670596113 0.0028991720767480317 +0.0069033344234327625 0.9856579859989473 0.007438679577619912 +0.015592330169809153 0.005942260456308474 0.9784654093738825 +0.908752585476215 0.0018510689897060539 0.08939634553407902 +0.9858904851426418 0.0062677295248544495 0.00784178533250377 +0.9934495009608196 0.005075417994412279 0.0014750810447682085 +0.010605808585533626 0.9834635764130428 0.005930615001423418 +0.07028620246073984 0.003715796456567391 0.9259980010826927 +0.11279175785190845 0.886899134393215 3.0910775487667477E-4 +0.692255135941597 3.7895600085889147E-4 0.307365908057544 +0.9927542422978196 0.005779782079815654 0.001465975622364662 +0.9991106797067649 5.6113291082442813E-5 8.332070021527038E-4 +0.9903248106564588 8.107667678297503E-4 0.0088644225757115 +0.05980445293424823 0.9395823851930978 6.131618726540553E-4 +0.2098305803654313 0.010235513094518655 0.7799339065400501 +0.5873546863563045 0.0020449211237332813 0.41060039251996217 +0.03702204122780272 0.009223552924707673 0.9537544058474896 +0.9333704495137364 0.0665170238154714 1.1252667079220088E-4 +0.020268335642781084 0.0015318701724188108 0.9781997941848001 +0.0722596490227272 0.004344409797189823 0.923395941180083 +0.9944578613482503 0.0033348943169605916 0.0022072443347891657 +0.49559905153310985 0.504399649803207 1.2986636831995928E-6 +0.002407965722118132 0.9511590022269825 0.046433032050899374 +0.9741294498841706 0.0238988415538193 0.0019717085620100713 +0.6327526229643405 0.36421294145107935 0.0030344355845802 +0.9966196681797017 0.003025047943330993 3.5528387696735276E-4 +0.9968477830164914 0.002897795686104806 2.5442129740389286E-4 +0.941542357816215 0.033483100505009133 0.024974541678775948 +0.9054225805439035 0.010475531867379996 0.08410188758871659 +0.9994595550649833 4.637410738154842E-4 7.670386120125683E-5 +0.05980445293424823 0.9395823851930978 6.131618726540553E-4 +0.07884939967325792 0.9208983909212417 2.522094055005063E-4 +9.691282580103594E-4 0.7232629280936469 0.2757679436483426 +0.9974935610677502 0.0016686230293083038 8.378159029415369E-4 +0.3050436451323491 0.694890438923783 6.59159438678359E-5 +0.997760190123078 2.890684336169361E-4 0.001950741443305109 +0.9358916571172058 0.06023044437154532 0.0038778985112488985 +0.9993741199769689 1.0487510476593547E-4 5.210049182651487E-4 +0.3371659252666644 0.0011324279554760317 0.6617016467778596 +0.970264807710823 0.0019855550130272906 0.027749637276149628 +0.20400536980243797 0.12921655395441495 0.6667780762431471 +0.07859551403567276 0.016938992533915648 0.9044654934304116 +0.011492440014184938 0.7540279465644801 0.23447961342133497 +0.9984263299646395 3.892081893457155E-4 0.0011844618460147521 +0.02543983828295096 0.9739105746524696 6.495870645795114E-4 +0.13560641508818438 0.7447996978552007 0.11959388705661503 +0.3458121027172723 0.6540673354815596 1.2056180116804562E-4 +0.1145308481799715 0.8675941386670735 0.017875013152955175 +0.019806466187440162 0.012921333081412434 0.9672722007311474 +0.0017185363664359498 0.060368112121757876 0.9379133515118062 +0.06433058239689056 0.9353682126408427 3.012049622667769E-4 +0.3650608758905052 6.582291880944339E-5 0.6348733011906853 +0.20476484302720935 1.871656205262711E-4 0.7950479913522643 +0.9995631743787691 3.0903873270509704E-4 1.2778688852586227E-4 +0.06497921664719747 0.0017710808152291118 0.9332497025375734 +0.995672062931954 0.001944943093657972 0.002382993974387945 +0.9954560802503615 0.0010449253849310577 0.0034989943647073833 +0.04034702081384572 0.9345298084882491 0.025123170697905272 +0.002267397386283409 0.24819377372573048 0.7495388288879861 +0.997481199275844 4.380924431697733E-5 0.0024749914798391044 +0.10210187429371634 0.04745671836997247 0.8504414073363112 +0.04778687398799761 0.9518207827996503 3.9234321235201333E-4 +0.09571762610704908 0.9029664363693071 0.0013159375236438857 +0.014037267755947469 0.9819348460512116 0.004027886192840816 +0.8640346335029773 0.1359304119349084 3.495456211442908E-5 +0.028622437475334876 0.03755368372638285 0.9338238787982823 +0.10130223279775662 0.8967166251149822 0.001981142087261159 +0.13217683437723698 0.00889496962848406 0.858928195994279 +0.002687131501844135 0.8753269260143435 0.12198594248381232 +0.9217222887093471 0.07450825866467785 0.0037694526259748596 +0.9957755870099682 0.002409256120474057 0.0018151568695578487 +0.8679949887373815 0.11566495138397442 0.016340059878644154 +0.999767181493231 8.273509219245687E-5 1.500834145766282E-4 +0.14603083941858225 7.232595055933763E-4 0.8532459010758244 +0.004874067112957759 0.783066124684946 0.21205980820209627 +0.0032481634532231544 0.9857909591767864 0.010960877369990482 +0.9903902339863789 1.384602726829092E-5 0.009595919986352824 +0.9724973356147804 0.02656728192820809 9.353824570114958E-4 +0.9949491867913891 4.7642496042622355E-4 0.004574388248184582 +0.5734683958640567 2.2393535242299267E-4 0.4263076687835202 +0.3530948281114052 0.6159614916125024 0.030943680276092587 +0.24697794911371232 0.0026521376382993333 0.7503699132479883 +0.029292235927422465 0.9021059473178771 0.0686018167547006 +0.9357381228385533 0.0017047211744506737 0.06255715598699592 +0.03499907907742473 0.938832300820854 0.026168620101721295 +0.5008773574143881 0.08842232943010567 0.4107003131555062 +0.9624010105162553 0.03156437177050716 0.0060346177132375506 +0.2588555171240243 2.476302833330745E-4 0.7408968525926427 +0.99303917382955 0.005200470130368598 0.0017603560400814415 +0.3714061475299987 1.149603991798975E-4 0.6284788920708214 +0.3908300203754559 0.6085655093953234 6.04470229220721E-4 +0.007423407920975807 0.8442904146597366 0.14828617741928754 +0.4398783363860206 0.5599738543310137 1.4780928296577917E-4 +0.9912479044270124 0.006366265430589331 0.002385830142398362 +0.9967144502310247 6.025550584560278E-4 0.002682994710519294 +0.017447735324789715 0.9796284158558364 0.0029238488193739994 +0.9917384348629051 2.671778713564117E-4 0.007994387265738364 +0.9906332403542821 3.07651608273836E-4 0.009059108037444048 +0.09554013925686873 0.005851548217977706 0.8986083125251536 +0.9924713055952401 0.007492834802289889 3.5859602469947916E-5 +0.980679840465446 0.009263957122073622 0.010056202412480496 +0.04701592489058079 0.0013075018951344782 0.9516765732142849 +0.9962469054803743 4.0475705745231607E-4 0.003348337462173379 +0.7381277195818068 0.2617626271052669 1.0965331292628748E-4 +0.17704905002922097 0.011371114032512026 0.811579835938267 +0.9956594421275975 5.5563757417662684E-5 0.004284994114984827 +0.013729781509252484 0.0036203182071554083 0.9826499002835921 +0.1838939085730497 0.6430454946745613 0.17306059675238902 +0.9104444862761424 9.007061278339295E-5 0.08946544311107409 +0.053258842552727226 0.9277847824660755 0.01895637498119722 +0.7742406495390817 9.35211557818807E-4 0.22482413890309946 +0.9834228260478497 6.353920951619842E-4 0.015941781856988285 +0.9136198542462782 0.022417385939972924 0.06396275981374877 +0.9636234995457211 0.03637490447262688 1.5959816520068595E-6 +0.7742649448500536 0.007419575747574626 0.2183154794023718 +0.9651821013711471 5.331918077348816E-4 0.03428470682111802 +6.677172097367325E-4 0.5683388352273877 0.4309934475628755 +0.053538183467413035 0.9429345928235989 0.0035272237089880023 +0.024726944760698092 0.0064123969401623715 0.9688606582991395 +0.9983303465306514 8.415293272889215E-4 8.281241420595242E-4 +0.11250350494041116 0.0016363535614233704 0.8858601414981654 +0.15305585313351366 0.8449586435942938 0.00198550327219256 +0.290061180337181 0.6779162466063559 0.03202257305646327 +0.8814432207004306 0.11095870945408383 0.007598069845485659 +0.9936840722086068 0.006106013107440729 2.099146839525551E-4 +0.011512933040227196 0.03012673672421684 0.958360330235556 +0.9975491665044262 7.156936882280015E-4 0.0017351398073458325 +0.029307182590572755 0.9634153893697301 0.007277428039697132 +0.2463329896243978 4.788133333868996E-5 0.7536191290422635 +0.06624540979171044 0.018754759409338656 0.914999830798951 +0.9875479245514373 0.011602238911701103 8.498365368616677E-4 +0.4058594341641193 0.5939581075130616 1.8245832281901797E-4 +0.9940793018058436 0.005821661802790432 9.903639136598402E-5 +0.019161106846460392 0.9714447464838597 0.009394146669679925 +0.3211880608375124 0.6788068429758857 5.096186601778986E-6 +0.9585077369495527 0.040930776645077785 5.614864053694755E-4 +0.9814181193780683 0.017916619426782812 6.652611951489038E-4 +0.9744538767642892 0.02180176896882069 0.003744354266890179 +0.6636427757048806 0.0015223244241907143 0.33483489987092857 +0.03503693481102441 0.9463917610832098 0.018571304105765813 +0.41279782135136084 8.593517905159539E-5 0.5871162434695876 +0.9972949761531007 0.0013186802353891247 0.0013863436115102267 +0.8514718362784675 0.14821218542196185 3.159782995706371E-4 +0.7976340213600434 0.20227923471986253 8.674392009400064E-5 +0.9415962653326149 0.05821943331647973 1.8430135090520785E-4 +0.9925891843656056 0.0018512048261887528 0.005559610808205596 +0.038846627897583884 0.021327384329128188 0.9398259877732879 +0.9666523148811111 0.03334253622787406 5.148891014730547E-6 +0.9942453754745172 0.005209604465658228 5.450200598245113E-4 +0.015245338884388107 0.03242381941675828 0.9523308416988535 +0.9924378318050084 0.0075179868297725405 4.418136521887426E-5 +0.07383419825730128 0.0166231139813069 0.9095426877613919 +0.12872147344519058 3.6667236723672206E-5 0.8712418593180857 +0.9856546542830062 0.0034235602070932228 0.010921785509900426 +0.6318339347232218 0.002308837506122999 0.3658572277706551 +0.00277471170884268 0.8814929677462506 0.11573232054490662 +0.050372553910105464 0.9494734512507103 1.5399483918415138E-4 +0.24806791424151414 0.7491934069525282 0.0027386788059575347 +0.6866559487515751 0.0022412745738546436 0.3111027766745702 +0.9547265131417435 0.0432130559807867 0.0020604308774699585 +0.004360131076134504 0.6948859214950167 0.30075394742884876 +0.10624172418766804 0.09091533372667429 0.8028429420856577 +0.9891839966300523 0.009941040950907159 8.749624190404142E-4 +0.9217650386475598 0.07800480989452373 2.301514579163528E-4 +0.028650773254684337 0.9706087043711352 7.405223741803147E-4 +0.9360582099453518 0.00650084945038246 0.057440940604265814 +0.02953379656660938 0.9443290367485379 0.026137166684852695 +0.01405551687189346 0.02485923792267586 0.9610852452054307 +0.10987435297408313 0.8670664331792873 0.02305921384662953 +0.6151044917380328 0.0016449023520624015 0.3832506059099047 +0.7871665442219357 0.20725736775367898 0.005576088024385409 +0.09198329425164174 0.9077071929727001 3.0951277565818266E-4 +0.9991082493267559 6.533325095844168E-4 2.3841816365966902E-4 +0.9873169980246987 0.010531166990826506 0.002151834984474633 +0.14627861724761454 0.0012715939584200349 0.8524497887939654 +0.06517050383302563 0.004560061139896454 0.9302694350270779 +0.9986880666287207 0.001112542234951186 1.9939113632809285E-4 +0.9964448053956522 8.252981613093136E-5 0.0034726647882169946 +0.9150290163831897 0.08412306754943076 8.479160673794557E-4 +0.9713298147332542 0.02192145826740055 0.00674872699934524 +0.4976560036951263 0.5021408118632781 2.031844415957121E-4 +0.1933980734764737 0.8063493472978622 2.525792256641508E-4 +0.09502185475016105 0.9046942720354018 2.8387321443703494E-4 +0.9847906693758534 1.8514332819226103E-5 0.015190816291327403 +0.0038662662512726096 0.9789080662916906 0.01722566745703689 +0.035218945356433023 0.964161024834431 6.200298091360096E-4 +0.7938351928058548 0.11164841926961823 0.09451638792452711 +0.8008848715441576 0.12096141750239309 0.07815371095344945 +0.0013058871365018326 0.36454494467469195 0.6341491681888062 +0.9873978058585534 0.0026870538582420447 0.00991514028320467 +0.013506061579044746 0.9842744209514191 0.0022195174695362452 +0.011516337094467697 0.982982421595627 0.005501241309905395 +0.9960662499204437 0.0024595961066129083 0.0014741539729434068 +0.10543315649509971 0.0021714436999646525 0.8923953998049355 +0.9480109824842442 0.04584151170282675 0.0061475058129291105 +0.6602239763768476 0.047394588663006144 0.2923814349601462 +0.07888082786329453 0.9095515869279353 0.0115675852087703 +0.16904726898489042 1.6076616473471506E-4 0.830791964850375 +0.8443463719263792 0.012197937381239685 0.1434556906923812 +0.15696635921533378 1.184595953881149E-4 0.8429151811892781 +0.9995468019122725 2.2694716232678674E-4 2.2625092540059954E-4 +0.018336220486664258 0.7043511635420748 0.27731261597126095 +0.9818337963876931 0.01794807635443085 2.1812725787589434E-4 +0.9855526945275391 0.014331730484993225 1.1557498746772382E-4 +0.3491094620403245 0.6508819677095867 8.570250088706696E-6 +0.9854255396173274 0.008606057844167082 0.0059684025385055095 +0.9996717421458705 1.9230763925222398E-4 1.3595021487736227E-4 +0.9963288677271989 0.003412938578262492 2.581936945386428E-4 +0.836716914413242 0.16325968711140626 2.3398475351848008E-5 +0.9173703896190881 0.08214713833088211 4.824720500297336E-4 +0.9023471872672881 0.08498593062687912 0.012666882105832764 +0.5231276511199525 0.001927148437104829 0.47494520044294264 +0.06438507024272315 0.9211954439035259 0.01441948585375096 +0.014774126986790065 0.010899122906664845 0.9743267501065451 +0.39341807104060406 0.6065265642844152 5.5364674980631E-5 +0.4470110820631973 0.5518072845181218 0.0011816334186808988 +0.11767799633739941 0.8758677279072157 0.0064542757553848265 +0.12159865285354786 1.305051729980167E-4 0.8782708419734541 +0.005162755406194961 0.9875182231776146 0.007319021416190406 +0.9933573762002504 0.0059905930690280045 6.52030730721483E-4 +0.03344754230249656 0.921848192125175 0.04470426557232856 +0.014266218000627323 0.0020781543685146468 0.983655627630858 +0.9951845992168621 8.856921374111071E-4 0.003929708645726861 +0.7771712682661784 0.2193737472488839 0.0034549844849377453 +0.9447679783009424 0.05283310617208551 0.0023989155269719805 +0.7096558120206246 0.2902674410285223 7.674695085306789E-5 +0.9680571258527986 0.03130005157859494 6.428225686064784E-4 +0.8568811460459227 0.1423112210609008 8.076328931764453E-4 +0.00555462654227274 0.9647965126545359 0.0296488608031914 +0.03350477676882286 0.835741858333835 0.13075336489734216 +0.008210819675424424 0.03970588981490144 0.9520832905096741 +0.1815137445447367 0.010854462489509976 0.8076317929657533 +0.778412852369385 0.2200789160505233 0.0015082315800917147 +0.028119442169652308 0.12409167704373304 0.8477888807866146 +0.9960844500811035 0.0014882638123268534 0.0024272861065697485 +0.8632092332176251 0.0348609390505962 0.10192982773177872 +0.12001317352095996 0.8076594192783312 0.07232740720070897 +0.0010002176159441306 0.8232427888037173 0.1757569935803386 +0.05019659372733179 0.9309912518645095 0.01881215440815869 +0.023820609654000496 0.008707098895971554 0.967472291450028 +0.056647766332928756 0.001003687236138986 0.9423485464309322 +0.9854919685017209 0.0015924535889659539 0.012915577909313029 +0.8903373033894584 0.0043026472164804964 0.10536004939406121 +0.9567675961109252 1.523929963515762E-4 0.0430800108927232 +0.10079775769288658 0.004698556514120598 0.8945036857929929 +0.9968736657597896 0.002844694797423312 2.8163944278699064E-4 +0.9928345404869598 5.134248398623281E-4 0.0066520346731778375 +0.05705107369364901 0.004559623114809523 0.9383893031915416 +0.40510840642064944 9.916694744588567E-4 0.5938999241048917 +0.9951372176625485 0.0027813778844920376 0.0020814044529594623 +0.09198329425164174 0.9077071929727001 3.0951277565818266E-4 +0.03717465064514353 0.9302079831686477 0.03261736618620865 +0.017134834265767295 5.434203155748802E-4 0.9823217454186579 +0.003510123061788401 0.8826404895694683 0.1138493873687434 +0.9853950284213548 0.014126127793776888 4.7884378486812466E-4 +0.002140520681984005 0.8664370671848455 0.13142241213317035 +0.9987390176913812 3.2360894092239444E-4 9.37373367696412E-4 +0.29845864686419066 6.04742404779375E-5 0.7014808788953314 +0.23329071292388964 0.0010854564105557398 0.7656238306655547 +0.27515815239278507 0.005775273094531737 0.7190665745126833 +0.6686944248536969 0.3309060987919887 3.994763543143323E-4 +0.03540536013769525 0.9640572282781066 5.374115841982096E-4 +0.27903466925982656 0.5705358555956507 0.15042947514452285 +0.2697991107350208 0.7297779792884003 4.229099765789162E-4 +0.07461778593767165 0.923959160557222 0.00142305350510625 +0.042001130544724444 7.670506660504928E-4 0.9572318187892249 +0.9961261736141841 3.148819523794137E-5 0.003842338190578033 +0.964235701589815 0.03572877265368157 3.552575650349041E-5 +0.010176502179338902 0.9635537652312621 0.0262697325893989 +0.003818070648205719 0.9753403306386756 0.02084159871311857 +0.0403553786326471 0.005398007035480858 0.9542466143318721 +0.014516739309137475 0.9766895129928977 0.008793747697964805 +0.056647766332928756 0.001003687236138986 0.9423485464309322 +0.006426644986476092 0.992798323234927 7.750317785967852E-4 +0.9886484605907632 0.010873457741508285 4.780816677286161E-4 +0.015026858241081274 0.9398331356352313 0.04514000612368745 +0.9071968907911057 0.08602047058386204 0.00678263862503232 +0.9954041166481116 0.004502566234727898 9.331711716053875E-5 +0.045334836673036526 0.9535126768888451 0.0011524864381184182 +0.9794725787362688 8.956385330023614E-4 0.019631782730728815 +0.05056560071694267 2.380490090808427E-4 0.9491963502739765 +0.35702195207996873 0.004225194994941928 0.6387528529250892 +0.9897051777929421 0.0014629182331818327 0.0088319039738761 +0.9993925217324816 2.2008564001253135E-4 3.873926275058859E-4 +0.9959372691471047 3.613356968359763E-4 0.0037013951560592815 +0.9780428030205981 0.0012855283322624142 0.02067166864713945 +0.10028368236675132 0.0031737821152274886 0.8965425355180212 +0.0020839102815027643 0.608702246061879 0.3892138436566182 +0.0031240790935897485 0.985761419554038 0.01111450135237227 +0.28466238723993537 0.7152200501351091 1.1756262495543184E-4 +0.04419812245257747 0.0014934524851151385 0.9543084250623074 +0.9906306761006849 0.009006798898122606 3.625250011925481E-4 +0.9588468417014983 2.859315261662257E-4 0.040867226772335674 +0.14159198116761013 0.8582824551978332 1.2556363455679676E-4 +0.8124686410024043 0.1872452775302342 2.86081467361397E-4 +0.06916761241625043 2.8808498032450633E-4 0.930544302603425 +0.9976403531916715 0.0014482614708941073 9.113853374343651E-4 +0.011578843406346911 0.0018412327955645358 0.9865799237980886 +0.027005659101576655 0.9696584372682059 0.0033359036302173686 +0.8650609519017166 6.272981500745813E-5 0.13487631828327595 +0.4932593354966209 0.5032443692962117 0.0034962952071674043 +0.9703968367790309 0.028870701474564282 7.324617464048526E-4 +0.7923633484784749 0.20757340304466868 6.324847685645285E-5 +0.9388424023849389 0.04926763155853658 0.011889966056524457 +0.9948641840564154 0.0013012357363540153 0.0038345802072305376 +0.050646884763404905 0.3661004654467833 0.5832526497898117 +0.9896671954903393 0.0026690248194645846 0.007663779690196017 +0.985086559791325 0.014805616029188362 1.0782417948681182E-4 +0.04401964816677889 0.0053244183716315945 0.9506559334615894 +0.00818523246812463 0.9139656955790771 0.07784907195279822 +0.02006165230917365 0.042525157323704724 0.9374131903671217 +0.9440219310137877 0.05555530430073332 4.2276468547908306E-4 +0.9970943711598641 0.002656381765137994 2.4924707499788027E-4 +0.9804522281063308 0.003987427752333969 0.015560344141335196 +0.9619950687434686 0.03341529771100069 0.0045896335455307274 +0.678485178559406 0.3215070009125187 7.820528075373571E-6 +0.9767355487029705 0.021834628042954173 0.0014298232540753879 +0.31773268171789737 0.0013069826332043261 0.6809603356488984 +0.07219745897161084 0.9264557877136631 0.0013467533147262097 +0.9880702033804035 0.011035449699439138 8.943469201574706E-4 +0.08926909507718535 0.9089060000679928 0.001824904854821871 +0.23391129836695032 0.7176132931691709 0.04847540846387888 +0.9996547638374047 2.563618560634115E-4 8.887430653183717E-5 +0.0028728188479144393 0.2368305446439132 0.7602966365081724 +0.9877748386031154 0.00819974328448404 0.004025418112400494 +0.9666690237100155 0.022663296784476743 0.010667679505507727 +0.04541630496077346 5.485722650012395E-4 0.9540351227742252 +0.9916338385239631 0.002163359698784376 0.00620280177725246 +0.0030937023615177505 0.3091286106748592 0.6877776869636231 +0.0700092773226881 0.00427737189886202 0.92571335077845 +0.9921677017620637 1.2390999435033532E-4 0.007708388243585974 +0.9889700510132284 0.00938142831449571 0.0016485206722758848 +0.9969711879657875 8.664184802635125E-4 0.002162393553948926 +0.06018446413915349 0.8647590450533514 0.07505649080749509 +0.9069102562064749 0.09290017128147748 1.8957251204769463E-4 +0.12909183584012926 0.8323193379499455 0.03858882620992531 +0.9723931414114869 0.010580609696726806 0.017026248891786316 +0.9392332540388251 0.02883045030018962 0.03193629566098519 +0.06971123242680868 0.9292963774920734 9.92390081117857E-4 +0.7653952400582413 0.23454578426242959 5.897567932924193E-5 +0.9974023319855229 0.001348450321816069 0.0012492176926610556 +0.27078353463873406 0.7145526041403086 0.01466386122095742 +0.08306693315204913 0.0017905355415290523 0.9151425313064219 +0.08211047743519528 0.9175622326047549 3.2728996004967943E-4 +0.8364124075700462 0.035540826210984935 0.12804676621896888 +0.936604667535741 2.697940435294578E-4 0.06312553842072952 +0.01786327021580507 0.9796695329385936 0.0024671968456013087 +0.01376059413788458 0.057559963754617006 0.9286794421074984 +0.9781314710970701 0.005038400013248498 0.016830128889681318 +0.002201235565951502 0.5964814661871756 0.40131729824687296 +0.43688568280405715 0.5631102209811225 4.096214820252905E-6 +0.8884737128276063 0.11139553523770676 1.3075193468693126E-4 +0.21903196491000226 0.14858474586600023 0.6323832892239976 +0.3800793494836953 0.003952274583409162 0.6159683759328954 +0.05804706247278678 0.7206573708099691 0.22129556671724418 +0.9967215285472082 6.983439377008832E-4 0.0025801275150908495 +0.9549759786495396 0.001298477698990953 0.043725543651469426 +0.018436833778334175 0.9799017194318512 0.0016614467898144914 +0.0018604945453794268 0.9501267718306372 0.0480127336239835 +0.8644019366491424 0.02311575106728129 0.11248231228357622 +0.06897956023346426 2.4255594362079688E-4 0.9307778838229149 +0.7772257582686892 0.1930168698235775 0.029757371907733293 +0.02402573207281304 0.3468705473751996 0.6291037205519874 +0.007913047295392545 0.271874595225151 0.7202123574794563 +0.9951337995026622 0.0021930504386816836 0.0026731500586561516 +7.656717887939049E-4 0.8796123707142042 0.11962195749700184 +0.9995805484307685 7.664928997982426E-5 3.428022792517129E-4 +0.9966560269011673 1.736232560988113E-5 0.003326610773222947 +0.9942314838512133 0.005739669504741331 2.8846644045397147E-5 +0.04227105300349948 0.03109968030449173 0.9266292666920087 +0.2959863730642066 0.5662348767614555 0.1377787501743379 +0.010408045371798203 0.724807072901342 0.26478488172685977 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVC_DUAL_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVC_DUAL_bias_-1 new file mode 100644 index 0000000..6b02b61 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVC_DUAL_bias_-1 @@ -0,0 +1,1186 @@ +7.773264311453442 -6.492650120492967 -10.961249871847137 +-1.3393396613104056 -6.812180823991943 1.794436861983416 +0.353097609206427 -5.2431819602932075 2.8420654536270544 +3.5818543450390856 -4.10638627245656 -8.252741236195689 +7.238696168422349 -6.00785315486392 -7.289131225175059 +-4.199257275912476 2.721907156503514 -2.894052943280849 +5.858002744781243 -8.90089450763963 -6.430744817021199 +-5.781019857937659 -2.2544959659096877 3.0326735671930125 +1.697190659941498 -0.9169721380927005 -5.921880176561964 +-3.0037982598620583 -0.24326466817539227 -2.3842902506288093 +-0.9968322150970352 -10.961491274845518 4.415859119933092 +4.532444708355508 -5.521408751686311 -5.658828199971881 +4.303905251028441 -4.847912715334813 -5.475377966400754 +10.323076845635276 -10.934672871909523 -10.800234594431368 +-4.484795847104866 2.0444204468328984 -10.190673712685767 +11.12423944439696 -10.021805639917977 -6.511999526894715 +-2.592267505148273 -0.9294786724022457 -1.777040824542479 +4.464601018086666 -7.795230955085027 -6.354601412724999 +0.7733212298328167 -3.2493298042001597 -3.662977438595694 +-4.116384733984311 -4.335435365868271 2.7119261049984327 +-2.7796992343339872 -3.9523041457731036 3.3179185320181372 +9.530475440210017 -5.831735727508076 -8.614174556074262 +-2.119138514477301 -2.345689799893149 0.8183127659090991 +-7.079727451746671 0.2166649205433131 2.57041919213043 +6.109776470672141 -7.203187889642251 -7.7894762604498915 +8.471466849976268 -8.351614925333399 -5.002884323047739 +4.277661779700783 -3.093911736299283 -6.119116769892281 +-4.041331760755051 -5.0325542686879245 3.3628769141063986 +4.222773473796696 -8.551280621909314 -4.63990746586087 +7.225653941349316 -8.003796165425154 -12.59932430504759 +4.978627815257409 -7.017171725806962 -3.715644933142714 +-5.436845950175302 -0.38388914196400514 -0.5345705181733859 +1.056629447098269 -5.01377945766002 0.15576259564885697 +-5.469003866624788 -7.119747098805243 4.342226183944885 +-4.2475239913970935 1.5128137628418448 -5.701555260800589 +7.681386170051589 -9.283651901140857 -3.712488490156695 +4.290938212707836 -9.851091679317319 -2.430896739854858 +1.6014255819620176 -0.9899334252850569 -6.505023479022664 +2.724106356672651 -6.979698281157134 -3.3746024911820722 +8.138552881460406 -4.078236739544414 -8.985821089835216 +-1.3520443777872315 2.237168794606829 -11.405371570020437 +-1.7302603652165869 -4.2756712634035665 -5.74661174685577 +-2.119836852411241 -5.737304967006904 2.455728488855742 +-5.774276423063325 3.3830351827454015 -8.884058362221877 +-4.037065146197689 0.7851510165865807 -5.132253092756103 +-3.9672543045612763 -0.5916796006054981 -0.5116815165057529 +-2.709732712254771 2.324407551302513 -8.44716957000724 +-5.48231344592001 -1.3559525732469366 4.368930908232733 +1.4930815360628578 -2.0783144383314625 -7.784920047418303 +-6.983885073082918 -4.233766148330042 1.8317540589149535 +-8.941238614954209 3.9644387409021564 -2.8603238974145313 +-0.3038539071751595 1.968629756287569 -12.96685951044935 +3.3091355956136197 -8.327711568155706 0.9239066362024789 +5.521743486472732 -2.629920519981908 -8.890509843495302 +-2.734090323590082 1.6615214506377085 -2.5570538694156397 +-2.197937897619558 1.8090564291075302 -6.091849004742452 +5.8240627403845835 -8.134180039110689 -4.145076344009483 +4.8678689109078785 -4.696474701660389 -4.970973384082651 +5.977647235723368 -7.37641264168679 -4.559239432596573 +-0.6795343531224838 -6.639991649046521 2.012587429098117 +-2.605073702018475 1.2651678419009793 -5.0545849844340145 +8.3471392562395 -4.661903461338096 -6.9421081186297675 +6.199118093906667 -3.091866987606653 -6.745188994315648 +1.5299053264696223 -5.400293504289709 1.101560857776775 +-6.784717628064178 -2.2107667849643713 3.470812671070072 +5.663453353250804 -7.877404571755246 -3.6162861678698373 +4.47304366049052 -0.6662672653571022 -4.717388321334737 +0.9961936595790757 -4.432553313800176 -2.606850388856935 +-6.309434579479246 2.9349553816402465 -4.921097870177541 +-1.5551865531496099 1.144214590829381 -6.249893450930886 +5.508665670355207 -6.511441175495246 -7.523106729006753 +4.684236915949377 -5.749431107345808 -6.072328361814104 +4.922343343284246 -6.864388756425364 -3.8425969249824647 +3.9889129332682565 -3.728879788114135 -2.2953128946792662 +10.863685287643843 -8.026851083413295 -5.7007048428108815 +-6.2553135139937535 3.337958047320239 -2.1795697223747847 +2.297459282238531 -2.678913960253618 -6.653759152853047 +-0.9214727236973905 -3.71385885085264 1.2552329863707148 +-4.132439064448978 2.601829750846753 -3.2799970104578446 +-1.4285789028340945 4.674276556672458 -10.056803901351586 +-1.363698538939602 -1.5340820599317326 1.6981041725298316 +5.223947231028855 -5.829883997890539 -5.580859774770508 +3.8096944625630815 -6.143049644683509 -6.705436679078902 +-6.693015900966998 -3.841897152700568 2.452056727106351 +2.112707507673039 -8.531370369963135 -5.332364141402672 +6.471093331960772 -7.3792829741065 -7.822370637104124 +-6.836931191860151 3.4793821343079854 -1.937154082537047 +-3.1295472501835264 -1.2710032701801692 1.4008948708901028 +4.752744995272116 -3.722564914143277 -7.588195820900377 +-1.1075504901920186 2.060472252167555 -5.006031914928373 +-2.9578717319662577 -5.994862454231294 3.9556907574074067 +0.9209560420312952 -7.017380089918929 0.7363944549960506 +-1.1735071100802903 -1.5430118162804796 -5.3801786818815085 +2.429047312515726 -3.915141447627676 -7.5672564396554876 +4.111241880181217 -3.9936871421694136 -10.468921322194122 +-1.4209336757449753 4.011236629563101 -9.43802707719652 +2.4412899703068427 -5.438393402275001 -2.4282952025505264 +7.0704740265251385 -6.8158569751192735 -8.330692340812751 +0.17338836728905888 -6.84388602149751 1.6184764705547965 +-6.092453199352376 0.4286073657377003 -1.5885552469160455 +8.831792516225638 -4.503647119380165 -9.384134403587042 +-0.9124711562562322 -9.135359774275562 2.493153646302866 +2.0479167678695194 -5.886007531727733 -3.3765452405911516 +3.414166015091638 -5.218409689968605 -1.5703235106937026 +-2.5905320411678683 2.6105575500054177 -11.127104613738208 +0.5435354103158865 0.7422288627200566 -10.066465681758574 +-2.469192062538079 2.7324928250225065 -3.3587145377964736 +-3.1065278478373934 -4.960390507888911 2.4112204061340115 +9.212381015381059 -6.676605581478284 -7.537204006351189 +-2.1536933880634193 -5.4480397966513445 1.940979454755475 +2.0907064089304783 -6.185195195434232 1.487013472044803 +-7.091873015739426 5.334369122956831 -7.838019148446278 +7.5354533036733775 -8.643574337777423 -6.371060124722283 +4.22774272171076 -7.312890121011384 -3.3064416854246623 +-2.068699897751429 2.517630553723509 -4.676698303598169 +-0.6225082448862271 -6.689728551310041 -0.38984549267157365 +-0.4165624204001026 -3.6951389372323797 -3.603500362138004 +-4.85745496859392 -0.929609680846473 2.5678171728351824 +4.1931695595284095 -7.162969900120301 -3.792187375394514 +0.5485319200334884 -3.8470942379060213 -6.489768847163329 +-7.530075995594649 0.8242784155692661 -2.128835542473587 +-2.409744026332785 -4.772346827400244 2.9967482651913904 +-6.348025040186014 4.839322070808858 -5.657096737937427 +-2.2141731331306365 -7.4059453640312105 2.940203700339344 +-7.858683449782077 3.3488079314099473 -0.2238990470346227 +-3.759482062751172 -1.4355491258213282 1.5497926717251826 +0.23629852485802566 -6.667601327305617 0.22649530623994146 +-5.180520385733481 -0.9485197235001596 3.1322452457901786 +-2.8132696185006365 -4.218593681923913 1.4112606712667155 +-3.8732495198988346 5.238179265107327 -7.3387297295700655 +-0.21756309293389658 -9.688411027219175 -0.47664148920261995 +6.026103910210265 -5.240719602037175 -6.9800825215712115 +-0.11118814512512526 -3.4792745968127363 -0.9985723578345082 +-2.71999285724879 -5.487004163063569 2.7975111026775354 +-0.4830586443736644 0.4490343309292092 -7.096451584176239 +-3.7232653185519617 -3.7790458512096037 0.6527643004972272 +4.047751684378018 -6.860501836592508 -5.051268879690889 +2.5032578969670687 -5.2967126328733825 -3.08662669895536 +8.19670424732776 -3.574660999704815 -11.42384037218049 +3.309134159817147 -6.175747097618067 -4.187377205435953 +-4.348333935463894 -2.334177146657672 1.6879807661565494 +0.6381111088202716 -2.0950348638961103 -1.6063029601661358 +-5.742772585060155 -4.697691315077222 3.9469349732773717 +11.40167207655476 -11.256722700527108 -4.956182319961472 +-2.85528693839501 2.137128401890765 -7.361941438514773 +-4.7026274414565234 3.190668502556881 -3.5144993692648416 +-5.993702710747206 2.54780025416345 -2.343119750697952 +8.430181106810606 -8.644213865921236 -6.995900020923416 +-1.8020027499356557 0.3234627847906124 -6.599939267478957 +-4.176829492113193 -1.9328061396684926 -0.8871077310646579 +5.734714693381182 -7.87878628439572 -10.797980060978988 +-5.711539017635937 3.6153983305170714 -4.612802677148938 +6.3183122276130685 -6.981912705676795 -8.993159934816296 +-2.367823643363518 -2.3447441952566432 -2.3132528802517265 +-2.891938437667846 2.0855336866566243 -3.3517527819883766 +3.9586340161602003 -8.019369213608584 -2.629800718101263 +-5.417640778978695 -2.294080006158813 0.7368935944419645 +-1.8603702218211997 0.6253905527238626 -6.99138070275164 +3.380632513747838 -1.2923512871705582 -6.258876058836884 +-0.9991168445256515 -7.084401730817242 4.885326818368184 +-2.2055260569400916 3.781909216560512 -10.768865495198819 +-5.054651908678377 -4.612500260261791 2.175396933128694 +6.717501579171571 -10.66206054684446 -2.949822537663076 +4.251375606034411 -3.6092366803632068 -7.366808063499273 +-6.15192920502821 -3.263863304251738 1.172595312562587 +7.495418627759078 -9.359149663306297 -6.301895017151306 +3.707540833734304 -0.25222861005917757 -8.12597892550621 +-2.5742927183061353 -6.353212469552797 4.22049847311546 +7.465842529971823 -8.221944707551929 -7.12758249553638 +4.697287133818248 -9.197662616420525 -4.702381684117745 +2.955035010019459 -7.293900003821306 -3.6447327542908354 +-0.1617913751952485 -1.6109579102902203 -0.6182055591552433 +-3.795627567779398 -3.8722751248806615 2.178894676531795 +4.767526640392126 -7.732583322153636 -4.760243518769436 +7.140432631696731 -6.279519014694956 -7.624277687017013 +-5.955537497418354 3.921370225526436 -5.5857728985405 +1.9843630791657263 -3.403876959700628 0.018226326239944468 +4.269550764704804 -6.893815919489098 -4.044683390693675 +4.909511917918664 -4.665844872206461 -5.812233520758145 +0.7188832582951552 -7.150622354824904 -1.1115260738253818 +-2.381798227505003 -2.6661991213582232 0.406402349232593 +-1.6708553281136156 1.4077755001648264 -10.141858918539487 +-4.143039404448045 1.2963843661110876 -2.8884307315479214 +4.926215870701057 -6.137985509495385 -4.819939318557775 +1.8081715972554804 -5.79328215596874 -3.958434325123151 +2.6363799254898743 -0.8110758348441771 -3.080744664476696 +1.5146308503992694 -6.172163068308796 -0.6093304384039868 +-3.9010948732703863 0.6945290170844072 -3.911386787200167 +-2.126371245751012 -3.9210646239761515 0.9580317017105051 +-0.056262954814605 0.09140900263528626 -11.656163728747128 +0.19627251712468485 -1.832099329825237 -1.3552164410633383 +-1.81930681163566 -1.214028568569741 -3.4295369568907477 +3.798953581465835 -4.672452649399498 -9.539282559640291 +-6.563519016191236 3.1736244210106235 0.544684244413305 +-3.160925664810442 3.9120225689059818 -2.2833619498428193 +5.4150096668678795 -5.15752811646678 -5.852910662911323 +0.9659846883329242 -6.77399292478906 0.021627935508761548 +-4.106897579652229 1.9150844864927574 -4.720265088448552 +8.982971113817287 -9.536860912901897 -10.365645320414268 +7.406494723384799 -9.008627832610212 -8.611877056905016 +7.10961169534671 -5.774649709462115 -8.104267565033528 +3.130396443429044 -4.823192602170791 -3.8389218599832633 +-1.881852212484607 -1.5107042873800793 -0.21475601750170126 +-4.416046905847925 4.975680888973167 -3.356141234369089 +-4.7764760209629 5.621879438552294 -3.8450483483769697 +0.6521148813722317 -0.43460386863100003 -2.3797465332730265 +-2.327439382991299 -4.171398285376873 -2.2447479483582296 +5.323765172183867 -4.30136521066423 -7.918804444661574 +-2.333856982438476 2.995976673306399 -5.7899005558169945 +7.384058141514375 -5.923238195046852 -5.7133487135907295 +6.498579559386791 -6.205404874147581 -5.792250944560683 +-2.540819860040787 -3.4239735092866 4.415289343715453 +-5.409280034097184 2.2794618721323943 -4.102463305780744 +-1.225402455010056 -2.9867911289600255 -3.559549742993825 +5.345753835704646 -2.6907913757656505 -7.753371456892614 +5.202928370561859 -3.2340930049636043 -8.709213712716403 +2.820428552741176 -0.3539418434700538 -13.666576515668122 +-4.760763041975423 2.4893940442585816 -2.8721590253945095 +-4.186495088940358 -3.7862229555190474 1.71111424872985 +-0.1112618275135128 -4.0270601229970655 -1.5405139973501047 +5.607229511980188 -6.625234090018698 -6.045593361211135 +7.3280663411968385 -4.683274515886253 -8.363659625381635 +-5.718972683197893 -0.8579405160915137 -0.8621768898883023 +8.862895686415149 -8.925260066761707 -5.733467555236584 +8.22739497198364 -9.089240155959232 -7.6633512570956475 +5.38472551644983 -7.334414928248268 -6.303280877097514 +-2.950751095243257 2.669029278966482 -6.637478907164816 +-0.625386433228271 -1.2718053892048198 -7.829712029998316 +3.837107780524745 -4.5570956118446855 -4.011133791648505 +8.802963700402124 -5.50521652109154 -9.08139309563035 +-3.929955064981028 1.581909817507748 -4.0460674224956765 +4.0280833344269285 -7.924944471979533 -4.009562630802058 +3.855488364232186 -0.8414811333554808 -6.257233748570518 +5.634937643467825 -10.38948688249674 -3.7562625205626707 +5.828228552702525 -3.533819861234281 -8.300187855397331 +-4.224731055142324 2.489064086173406 -1.286752778425456 +-2.444182660716164 2.1809972229406522 -5.857651824915146 +-4.281858905132575 -6.182100913158156 4.637763049886973 +-5.767279602977099 2.5970705501853697 -2.478498052548397 +-3.636267914864509 3.6130930287505745 -6.247672736272877 +4.645385991255496 -3.6959497526667473 -7.8800603698724965 +2.7137691125896635 -1.5032886795329132 -6.435194323079917 +-2.1823056406954553 -5.773537775471872 1.0044945522675075 +-7.386775277167683 -4.092572853438162 2.1783669235067227 +-2.180108918299193 -4.880920892519943 2.7458017671270523 +-3.8542722461381196 2.6421659457397486 -1.700701993686337 +8.58401572272796 -8.185361851481302 -5.871905499717788 +8.281419298618523 -9.821289353733455 -6.618570251918537 +1.6434214600318382 -5.414051393556777 -1.3815421917434723 +-4.256711304214968 -4.107434858343649 2.472263348686168 +1.9465305686404006 -4.414869376978055 -2.7605415670392803 +2.6780607115595543 -7.1213589403676165 -3.46438576264121 +-0.6760690655198223 -4.076351031862089 -4.550213859750656 +-1.181966052156925 -4.955472392478387 4.208545877805283 +-4.707721671612488 3.0091015277600697 -5.939171888280034 +11.522251018921347 -8.431078360364255 -11.02597208013483 +-4.545936124684473 -1.2993779664155918 2.2482910182976474 +-4.354281807001609 -2.418436588034246 1.2441145407371657 +5.773267892606862 -2.178136119621234 -7.067008057969051 +-6.750477622240362 -3.2016037453777164 1.0394793033120227 +5.6133113233663865 -6.001721443976686 -10.760005998438254 +1.5978380745808785 1.2813942378304555 -9.807439525279264 +-5.765536929345963 2.870739919362358 -5.510235750192533 +6.965083077468616 -11.398730200237518 -7.677562764982758 +-4.609217808870699 -2.8348243199392766 2.396494387653696 +-7.088526672065194 5.331492422076836 -4.3925182572646975 +-5.921523215796724 3.053328493551521 -1.1905011735655215 +-1.8619234463371857 2.0982985926100133 -9.232866200011754 +-0.2189085371723114 -0.05215474849217954 -10.150702395999106 +4.426718075350381 -3.7727666528483215 -6.624655556632852 +-2.5866769847262012 2.392048330972917 -2.681057412954452 +3.855543073542138 -2.23321025800852 -7.356510860586615 +4.381783653370533 -8.748868185108654 -8.311594807372922 +6.920145200925473 -7.512451836817224 -6.8362236592542835 +-0.9790062015049628 0.9724402477991501 -6.515997358459441 +-4.127161565481119 -3.4076552397079354 4.445138211226106 +7.4727918598429826 -9.824222393679968 -7.94861717354186 +3.5021230798165757 -5.919114813596353 -5.718401113601518 +-3.489342116505984 -0.5114595024834948 0.062259329209108955 +-2.8037300546966444 -1.6596024020330917 1.1167987196191085 +6.685038005506531 -5.626088078259348 -10.384624519590318 +-6.8492395493045946 4.1952786880967805 -3.1831690314525516 +-7.283792212369 1.0674868148820535 1.153344082078781 +-0.4375931775236275 -6.159398286306685 2.2396068679201937 +-2.7241678867240324 -5.23385066306763 4.680365710729142 +3.577871444263172 -5.1814487908034375 -3.2588377248665834 +2.8782676582014517 -5.430499269538926 -4.130526139471976 +-7.240482296931294 3.2982872123056826 -2.0572248845353642 +2.2246252979346117 -5.294081295560851 -5.748297922987513 +5.730452094961834 -9.221433491436246 -1.3848933321079606 +-6.084245916963987 2.8010059925157105 -5.4255454464372495 +4.579278203816769 -8.807612602365893 -5.334461184697895 +11.67595604338288 -10.924420999389147 -6.819891990656037 +-2.7882645971088316 -7.554217932433876 2.2627625625772065 +9.780045269271136 -7.358686700814277 -8.28283952466656 +5.633523224957126 -3.567781567483058 -4.70519042077059 +-0.6564288738835884 4.108664518947998 -9.268779923266795 +4.726110092297293 -9.543214487960432 -6.810454188261841 +6.372276311845313 -8.233413519151528 -5.837479154006376 +4.918981866789173 -4.405638963672059 -4.445965207689462 +-3.5349121934304377 -3.120802697490409 0.10150380311679658 +7.543040482430232 -4.143062492348014 -8.155102120877306 +3.6068225601215285 -3.785890420550073 -10.814669775454783 +4.397354070105384 -0.2577483337413897 -9.981597722098908 +-1.0125817938982806 -6.2795535321570455 3.080387720295156 +-5.971732182626973 0.9888443529640831 -1.2994560308119905 +-1.3373003979735738 -2.8812333496252993 -0.898489911428425 +5.03085241205788 -2.288743689491493 -8.404640592837392 +-1.4231558715735833 -7.0576735750376445 4.51191001735904 +-4.761534215442524 -4.524554835683916 3.7731111792107273 +4.20322516364188 -6.997280473635996 -7.681708867784101 +-4.9488103453615135 0.20434158517086742 0.724811984558348 +1.3061180042090772 -4.1776414730627005 -3.00235499975773 +4.696295781461162 -6.737972888010367 -2.507219388199899 +-0.40387467317681003 1.3500515138098481 -6.789058802674362 +-1.2159155468503322 -2.7237813472809167 -0.30426078470845347 +8.317263221210224 -7.856340427983777 -9.810018455363364 +-1.6170672981124294 -0.30276167501558165 -9.900494948805328 +-2.381798227505003 -2.6661991213582232 0.406402349232593 +-0.9891615772836893 -3.8889563940620215 0.9850981106850897 +-2.19671845772909 -5.11163369429287 0.9698279988036959 +-1.8603702218211997 0.6253905527238626 -6.99138070275164 +-0.20138434738046734 -7.412765162038872 2.239361697549263 +6.2768207266173395 -5.367030020462274 -4.026682752976039 +-4.7072678423207055 0.47309990800591273 -2.3184817215063207 +3.239952715391844 -3.2966604609967507 -9.308158060703636 +-2.041562601802618 -7.577100909489813 6.124111031344995 +-5.398638317456128 2.907642629343843 -4.08020185097585 +5.636937540830553 -5.56789340708163 -5.4008424575286575 +-2.5915893084817565 0.9901140522337696 -1.763005622373191 +-4.577478243136655 0.7497268174340319 0.3470449924126362 +0.8690680223888081 2.0112062457105826 -9.67644729189881 +-5.95861690881788 0.8267572471344551 1.3962403364061147 +-2.832105865395196 -5.208274035988844 4.1834743819201075 +-0.6275906038029222 -7.733803140062766 2.2998885589249434 +5.474575326220159 -2.358268472531864 -6.059488123389483 +1.5700288138176746 -3.6160062423080426 -7.239634166788423 +4.01852796739095 2.3194707018890197 -13.309678386651012 +7.040105580153481 -4.2704321360582735 -7.779313222084543 +-0.9991168445256515 -7.084401730817242 4.885326818368184 +2.018112756032468 -5.306941213236056 -2.4919700365742434 +-3.160925664810442 3.9120225689059818 -2.2833619498428193 +5.547543805330715 -5.297938648362887 -7.792364889282993 +1.2797398670482407 -3.80158087490135 -4.044894234004659 +-0.3375670989946324 -1.2831428839351666 -1.623252494203005 +-2.9009570185566833 0.1747146201486407 -3.2998095916800407 +0.6739512164886745 0.1988998787026104 -6.455558861383453 +-1.2367679069705726 -4.87745708391301 3.8374223578757647 +2.1901794020427547 -8.137808590797214 -2.4694674842105173 +4.53604360109808 -4.817183847745996 -5.698126126034253 +-3.6510307998078426 -5.879811172799082 1.4242382216486074 +6.0830970901248245 -8.668135731640923 -3.596345179496046 +2.218894529402408 -6.235380720904106 -6.107435036042143 +-5.680482164916577 3.2369278530397434 -3.725400129256089 +-1.0790452100139714 1.4101814229813618 -8.489345749320607 +-0.8970222118927849 1.037939468448862 -12.407042676066988 +-1.418645218646767 4.361136062575179 -7.925495351898107 +-6.707788392462714 0.4373331255361921 1.453957393183214 +-2.3400887682637093 -3.0598037518895973 1.3255082617009284 +3.521451114005673 -2.507856901625729 -11.25963755833894 +-7.617729844945261 4.229423440632493 -2.717620006373367 +6.974578194711351 -8.8921035946311 -9.2824622065076 +-5.680380658250721 3.087097301916228 -2.940793236247656 +-3.2747143216350603 2.4823351937267413 -2.0144597755377753 +2.928660233182227 -3.911357161999332 -6.625406394426162 +-4.420423523819819 -1.7069005612842552 1.6781472266024053 +12.650387095605048 -9.224633367478706 -7.551960998334606 +1.3926935712003872 -6.344021789053595 -3.765594697109884 +-2.9674019264000613 -3.988874066203798 1.9091209790296138 +-2.6197172540027562 0.3609910018064555 -1.5689389946880345 +-4.7026274414565234 3.190668502556881 -3.5144993692648416 +7.452059198944516 -9.851653182827608 -3.6271268292951544 +8.479890406533732 -9.03981129927831 -6.618944803314665 +6.642900845701312 -1.653644086577936 -12.834036754955877 +5.738202203548548 -8.025955555094189 -5.800297783501406 +4.717986618513493 -4.116798599177162 -5.142962500684363 +0.730921588493114 -9.455650973916503 -1.4034647048942106 +-0.6783835648964864 2.167471262571058 -10.840018615303865 +-6.053682961472507 3.906612554635357 -2.3129971666700295 +9.65468292520462 -8.43842129506393 -8.681825946768324 +6.021317651254806 -1.7679134727014538 -11.141880169130932 +4.9953322115084315 -7.394544292574702 -2.7816678218670745 +-5.7247801450790865 2.2375236250069177 -3.8652480737139197 +6.720643001662321 -8.598405307688317 -4.563566328826948 +5.131851961638995 -6.7081397557500395 -6.005850952467442 +5.896115648117586 -8.326977323841225 -6.279185728332139 +-7.840275290145344 -1.56590658153129 1.4665128227407225 +5.9685921264261586 -3.8489695982530554 -10.494521200544096 +-0.005346960550280319 -6.171204443159776 -2.0543143611140087 +3.2211328986530106 -2.2030168127522938 -9.156625472615893 +-2.1714101301035056 0.8324029380844354 -1.8383619938982314 +-4.300387835283277 -8.63147646503386 4.9801144073037955 +-2.8103423473974702 -2.6404132514087078 -0.7723685104287862 +5.451003644949959 -3.9803723307062637 -5.197255446754199 +-0.4867831913544448 -6.671517074160833 3.201828434760974 +5.789483502419537 -4.020028307306095 -12.19764143206352 +0.4044983210916264 -1.722323624715081 -4.534966204611823 +4.281287162713428 -8.822645229059866 0.3560700203409587 +8.070507692886412 -10.4278994727551 -4.69096720200373 +-3.5446638663781 -2.352928066357343 1.804571285321801 +-0.21821205089085943 -3.226531107456559 -3.3173032813165757 +6.469016322523117 -3.6201948123960572 -10.891483942307751 +3.293750302702879 -6.781106590929647 -2.0478591835715356 +1.24911849177775 -4.046257507959958 -2.388684893995706 +-1.9712324292204189 -6.11629829632417 2.3806753347334983 +-4.388422795290479 3.2451925503535097 -8.01655204457585 +5.13801366532249 -5.459313778121837 -6.721459404723158 +5.950644929245273 -6.983523816337525 -4.190286672929706 +-2.5212369327856696 -2.4178153602468666 1.3958390234860099 +-3.2847652849100264 -0.619565973702779 1.188087938727327 +4.033601121835431 -5.7449440780693495 -7.496629091488759 +-3.4870176179626333 0.8122057659538656 -0.8055881066473836 +0.3449398278674452 -4.584812137814937 -2.5587319224157317 +-0.27434356759993067 -4.622154320959955 2.303214764733471 +5.070703932466618 -0.7899545567802041 -11.310166476681983 +-5.148941940737469 -3.1780109198681417 3.150011219894558 +5.241529963263526 -8.82955021740926 -3.4224549254839847 +0.5597444749133329 -3.855058083855324 -5.825802853745154 +-3.426680764190352 1.1390017993474941 -2.4197991188297476 +2.1306746001738675 -4.319796793290063 -2.6511294519208337 +3.4744627048639134 -7.595353778093204 -3.4148352703072207 +4.2857220156124045 -3.5448328510685068 -2.029759857217101 +-3.5958076511675303 -4.332210172112743 0.9887590210663294 +-1.8528616440527241 1.4842682444667397 -5.838426894230995 +-3.965324819696654 -0.2843048693725335 2.020494918920329 +9.80709946798307 -5.247422826496542 -12.442342401518287 +-7.157609241491798 4.058937377004713 -2.917226514544999 +-1.9391561434630957 0.9988153268795921 -5.316928569153209 +-2.571327420697179 2.1195214488915415 -7.013452814179791 +6.160085590163808 -5.563341311908629 -8.696406943476289 +-4.795111632951232 -1.4467971488320905 0.9587900095962859 +8.452501697542242 -9.115054594712703 -12.589507271666015 +-2.7974130117898337 -1.731586612587148 1.7765013842557964 +-5.293416327648325 0.9731081036858198 -1.4051091269172937 +-5.0557801028292495 3.643740267281151 -3.4702431851132185 +2.6610114179634166 -6.430154896025477 -0.8383556892757706 +-4.064627701094147 3.8270877819741886 -5.784302063081904 +4.462485608826853 -4.833789698271991 -4.908192228849963 +-3.3359405373875495 2.8113711913664154 -8.190868921145025 +-4.862270424826045 1.540490570705056 -3.235019716174057 +5.514587645880632 -2.2328873886475225 -6.638421399024889 +-5.140382079024986 1.7702657385698275 -5.486879963787166 +8.29709453309122 -8.763197627114497 -9.692585168377336 +-4.285541716370266 3.481672257202219 -4.788756909322087 +-8.44201609915737 6.0913214452182345 -2.4148250009494707 +12.832526822162933 -8.744475607490312 -10.517446318627453 +6.317537035057133 -6.248375706250669 -5.562689538209903 +-2.9958398964120923 2.8933390239493457 -6.690759574556296 +5.256110351435617 -6.508254337561956 -6.886282589906415 +-3.3173021582961137 -3.054069002598205 2.917131558859784 +-0.37933206780108986 -6.605367189029665 4.438038335446286 +-2.739706917102902 -7.401192985342044 2.366217228126793 +-6.782363421822497 4.275556223499592 -3.2567828375344954 +7.095261683827411 -4.580517947392636 -6.9692300208483084 +7.230409652054946 -5.235040467237818 -6.973913972275329 +1.9285244846483687 -6.203473351525411 1.5767268229052105 +5.60731151893415 -5.3785117065938595 -8.61989634333521 +4.732058421582128 -5.268488378499857 -3.3963848461895383 +8.866177816566731 -6.212443835391229 -5.547194854716781 +9.062822621559599 -9.472846923003305 -4.51120971907787 +-5.3998500750893434 -3.419596686708389 0.5263839906121341 +7.04230338148989 -4.60502724577701 -7.221321287978059 +3.804221886111478 -4.712489471136217 -6.240545660982592 +3.6243424747025847 -9.504705900203282 -1.3645806960174522 +-3.3465218504808503 -3.5929325794384557 2.70605712991722 +7.294077107527713 -2.987007989667001 -7.048626185188063 +-6.768676359988592 3.3514272057368713 -3.9368519651710185 +-6.8492395493045946 4.1952786880967805 -3.1831690314525516 +-1.0125817938982806 -6.2795535321570455 3.080387720295156 +1.820400579242243 -1.634264810967152 -8.270272553934717 +-6.269729271698169 4.957602952756697 -7.925354954871272 +-5.5329899001248615 2.753319276194114 -2.283324589053547 +-5.188028920380336 0.024401883836852045 -2.7958877127114037 +-7.566133924550706 -0.5560569598265847 4.973390641192927 +2.75541368389519 -3.996668795199618 -3.1961363819041098 +1.2747164134361761 -5.247619299153197 -0.6969848851455074 +5.7186057425716745 -2.7892269786461688 -10.734647271625864 +-1.8921999095729813 1.4221570928894665 -5.88371595544057 +4.938002773087118 -2.8382170140479364 -8.719501318779681 +-1.2172696900219027 -0.5496340327533276 0.07608579019613171 +6.587720045185452 -5.285102585728877 -5.890472528236172 +-2.850949453113537 -5.461840934213778 4.0746729525944625 +3.0466168823542503 -3.154735215096108 -2.585949775942849 +-0.3657120350363186 -4.408306542054322 -4.247121373963239 +6.395985137368912 -6.007757592612617 -5.201796103592723 +-5.056065642786822 2.3343461700656882 -5.279256721736984 +-8.113080285132318 1.2917160658789337 -2.145816431845937 +-0.9128119392551737 1.837361067716795 -7.162979033802972 +7.009054814764955 -7.164979007086337 -5.5866623431225255 +6.6339601771779115 -7.734968921480025 -9.730527337544643 +8.217163500474081 -5.1974323490896825 -9.230171644684072 +-0.8275163078179162 -5.59012124055206 4.877825609834182 +-4.403614216276083 -3.5403052522992424 4.367343309201802 +-1.0042267246693262 -6.392024470074123 5.037656205818071 +-0.6276215256506408 -1.0007237147354853 -3.3091999849552316 +-2.651719890038211 -2.7971465643005016 3.2274177779688404 +-4.8594050912234925 -2.6920117803167107 -0.2587158282576675 +-4.447881796779902 -0.8843049356256152 -4.091346160029392 +-4.718372849715297 -3.6448600078298066 2.9394450581672946 +4.95664334548609 -3.887385427992107 -4.450411762524102 +3.2433755892072176 -8.142403577175253 -4.720625053280698 +2.9065795227062474 -7.675000870839591 -2.7398740538786908 +-1.6480062982468267 -6.054188080159182 6.927013888689424 +1.3620608951284054 -1.6258081983311474 -6.564798840847647 +8.425012504125 -10.798962590958624 -2.3401358869229525 +1.1367297526216404 -5.712133784600896 1.2212591925755412 +4.127011134520057 -2.035096079708323 -5.017601678765574 +5.690876682296628 -6.592681286722349 -4.854186896667274 +5.332383011013357 -1.4890611972152539 -13.76294565807742 +6.337185350442767 -9.234134248178165 -7.840214475895226 +6.911924952263985 -5.408889251278282 -7.6068882883375935 +-2.212869183111761 4.776981220776306 -7.994821510247016 +4.849552650906075 -7.903758512335645 -7.893776368421021 +-4.994424832761907 5.167111510574528 -3.0838352041352715 +3.1832452744395847 -6.308602493137304 -6.320944711699741 +6.656347456889628 -3.977286871772318 -7.117115962124479 +1.5658091289410798 -3.0370214433912244 -1.787728253428281 +3.7604443998987223 -4.063235976359414 -10.0510920427833 +-4.833822919792532 -2.2507791498793415 0.9858526745910348 +13.83497149666554 -8.468918783956887 -11.198300719688536 +-4.021618135280509 1.9391471674999643 -1.0007715757222562 +-5.29132842019987 -4.740570242919513 1.673414846384948 +-3.473732783439753 2.141702265346753 -4.300575044230539 +10.708559430863732 -5.928276329182591 -11.42567410498052 +-4.744286763235081 3.9334749944137477 -6.4923133502990815 +5.557157084564892 -7.252024738611223 -5.0532918457943605 +-2.0458514355630437 -4.001778098093772 1.9068902259519074 +4.829806460991769 -8.044224311907772 -4.585984383640911 +-3.6611306533125703 -3.129590499177068 1.9627569771908238 +5.470257447905332 -4.708126522369689 -6.691883237754914 +7.805366937368884 -8.18294388367723 -4.385095345286713 +-3.8413149156456057 1.1898013227628639 -5.7685597271553855 +2.6907720650063647 -7.256621445627733 -3.4194618602364177 +4.7656745859848995 -9.315654757397581 -4.560271684563829 +-2.048617281026897 -8.526477202300638 3.6067274712130817 +-1.3688566677262766 2.6811908718860327 -8.316268647322543 +-1.558897514053784 -4.631403048462156 0.8596749042661579 +2.2190400339694607 -10.34126503034968 4.590986513214023 +2.9042593959730976 -2.507235727037807 -7.646326030062726 +-8.097762930213332 4.9635155133192566 -0.871525736195755 +5.075177971315485 -4.527415887494468 -9.632619840937805 +-6.629127921127343 3.1451930276484363 -2.942839636859199 +4.711846625820293 -7.551459464848924 -0.8471551318561718 +1.4600120026545707 -8.229141306939379 3.4836547258233788 +4.755976530587062 -7.801226430008354 -5.438035578106215 +-3.3173021582961137 -3.054069002598205 2.917131558859784 +-3.2929000894356535 0.5067390311817008 -3.7876519529735635 +2.0686819890622075 -5.768439943081862 -8.277323216564744 +6.37031271812263 -4.5079756555446275 -8.285325005018317 +-4.074601907305085 -0.4285718826839096 0.4051281263385307 +3.1658265295369814 -3.7752519919427194 -6.876538578442397 +5.86213762193789 -8.208443865844549 -8.41286781635889 +9.052914191820049 -8.702293587790889 -9.087152231854535 +1.6877625008944637 -1.6468461352387618 -7.755420320956064 +-6.037655137186434 -3.6043954864903283 1.1841665241399078 +-6.958146116814711 3.0885909776516804 -1.5791505697792454 +5.812719295884004 -2.957427376872924 -10.608143315065817 +10.075885887645935 -9.323585441251025 -7.875723334479419 +-7.267578505597871 1.293747835601633 -0.6927120661181758 +4.378714770839691 -3.424869070969856 -6.09038892766011 +1.3423883581298157 0.4669248034557272 -2.828845548444047 +-2.384600239400979 2.543382516401741 -1.951941388428375 +0.353097609206427 -5.2431819602932075 2.8420654536270544 +-0.9804334526447216 2.075435047905628 -9.83356060657705 +3.279692639501864 -2.790441511886478 -6.550109226090488 +-1.6950700681323025 -3.3549968780319195 1.9539906208761948 +3.58937619204934 -6.91994476527797 -4.917656943060206 +-5.423400140946064 1.0049914298359743 -1.0125182932701646 +6.657227062299743 -6.968620955623968 -9.649492970558795 +-2.340053024118056 -10.09553003680986 5.158681787639291 +-1.226687848369229 -4.6173627470710406 2.1296390903507905 +3.7714855507154046 -5.647064059411984 -1.280608731719811 +-0.5926092242257546 -3.132760566061655 -0.15255598409163307 +-2.381798227505003 -2.6661991213582232 0.406402349232593 +2.1897332470759716 -6.522517805354563 -1.9753231810940473 +-0.9296401196055839 0.20069477119617052 -2.5074765167197124 +2.752722132943046 -6.957076567871693 0.13349785197056802 +-4.795111632951232 -1.4467971488320905 0.9587900095962859 +-6.153055169563523 -4.676107821326516 3.296177582123232 +5.660492507591406 -6.524593328956701 -7.917665116398311 +-2.462736165957697 -2.6638514531829225 2.627175985962286 +2.5464117881165156 -7.612958108017384 -2.9933595612793793 +5.812970798720294 -7.507358663716024 -10.474232129188911 +3.6154058929513826 -6.654555780965703 -1.8338879568838062 +7.077295006417765 -7.542806189208105 -6.066369686827201 +-6.545376598916211 0.7316262861988065 -0.4165388608832883 +0.3688164189752342 0.35595474617155237 -9.173721658480657 +-5.0575865514112115 -0.23072618469951744 -4.4027325088810665 +4.915332453659023 -10.863240864170683 -7.984208025852495 +1.8923590361546152 0.9688587338623369 -9.734528641150588 +4.21790965980283 -5.255020822733941 -5.853765173356176 +5.103392883444188 -8.108024242799464 -4.907213871492212 +-3.257665848048679 -6.641198577425345 5.878371716232648 +-2.4919750563610763 -10.041519632891596 5.336988868793 +-3.658113329314213 2.707643770241739 -6.278390556623187 +-3.631519038237351 1.0307173418466424 -5.389185125271517 +-3.2036697434996038 -0.771944364971969 1.2659293198487702 +6.825980629605624 -8.484795559546873 -2.444189162551632 +7.922759765396808 -4.539743964106827 -10.011089684175063 +-4.8414849422084725 -1.0902879176076206 2.196740761493831 +-2.1425510574106164 1.5985163842278671 -6.543264646664142 +-2.3784675467133756 -5.041619986872319 2.4849655193222717 +4.8302541994221 -7.263887314664346 -5.243821019882884 +1.687126292388372 -4.478579189697684 -0.08025499882201809 +2.814608949672979 0.8465397278665601 -11.254357194327765 +9.409966205265878 -6.6781226955099005 -6.621818972729516 +5.8517695477121645 -6.370655019083996 -5.741605247599407 +-3.4179308966718702 -3.4032202786406898 2.189519199549501 +2.2655246086376364 -4.706348764712274 -5.597192863756068 +-1.3622952057363873 5.5129594923443435 -7.369720811922043 +6.996897413354571 -6.318005702922578 -6.253796385996184 +-1.6996755725966157 -2.3295013947939287 -4.090456902728792 +7.7708813195476285 -3.907353010550787 -7.949023519686927 +2.1802010581688376 3.286842927552859 -14.275618211985929 +4.825988081116679 -3.906276899212232 -5.253491106355502 +-1.9600687812786213 3.1316394414533666 -6.70224063873528 +3.832614655993101 -4.107586504676622 -9.721944001953151 +-5.614225015459076 3.0851731333204606 -3.4265357105880345 +11.120306651138446 -10.777080301505809 -5.65721346794837 +5.988978844442173 -6.217185515456892 -5.97434924843864 +-4.258677287834786 1.3830349201211711 -8.463741307212977 +8.160515426996803 -6.614694906345562 -10.428862227631962 +-5.068975204103376 4.333297332174019 -3.8520184213668216 +1.6415626414317737 -3.6387406814042325 -5.7901209269262575 +4.313556438666621 -5.409253872686979 -2.1665342017842457 +-3.1065278478373934 -4.960390507888911 2.4112204061340115 +-2.068661753652069 -6.509913917052224 3.4902812996322377 +0.035643664143620246 -1.6131256490499513 -5.970656527557085 +3.2643392664357296 -5.3641815618469675 -5.374784439329587 +2.8366929236360248 -4.047120027008827 -8.025011085025861 +7.7397275558974155 -5.341414379811205 -8.05913047880127 +0.386763105430275 -1.1294329377856551 -5.588216455434302 +-2.571327420697179 2.1195214488915415 -7.013452814179791 +1.5091628678168167 -7.928715399084469 -0.20107820004799737 +0.3087761572791225 -3.7795532470127062 -5.738750368002307 +3.244418592038911 -4.8065440254065965 -6.203007371992068 +-3.206302681181714 -1.7223612589718125 -0.024392762736691137 +-2.8800234877682267 0.9936148655095092 -6.220331764064262 +3.4382141624920477 0.9755331807049552 -13.924160831842341 +0.7778704578005919 -4.323038553529575 -5.726673624755374 +-0.7127774841590774 -6.347079185084792 1.4573413956421002 +7.319879616102858 -7.919483761003691 -2.7450695277964554 +8.730798977679646 -5.126183483346451 -9.48709807375605 +-5.0259811376692545 0.2925815075331286 -0.32300439890350974 +6.578205961171039 -10.652495447801885 -3.6753132072326653 +-3.9648260200940935 -4.396464239411066 6.045929754583366 +-0.7269857435747367 -5.72912974911272 1.6751556156097762 +5.440259622654413 -9.368885535092698 -8.403708108946775 +-0.08246690124377737 -5.950281582694724 1.0347146948206407 +-4.519324772095333 4.173477495240521 -4.730022307309522 +4.557737949444688 -2.770185491473785 -10.230183067734307 +8.801403843265321 -10.440069519395042 -8.384661585023693 +9.63529890899246 -9.48104088463088 -7.0425976551686365 +6.671629379280338 -9.4843643412667 0.05941660538697158 +-3.389459493256015 4.332698520638845 -5.784207382446888 +-6.215006373806947 5.16467070143653 -2.3907994436679787 +4.542129544173205 -2.341073289646114 -7.395759290129581 +5.839068705915977 -8.941376439486262 -6.869015401113621 +-6.242508524829768 0.43787019233942837 -1.027559730306812 +4.328889545839554 -1.1434156725827898 -7.838926836614512 +1.759501195891682 -5.383353549897572 -6.304440005733305 +0.30106830640028254 -4.287480829157063 -1.2523765260533297 +4.803135347832074 -8.14076731183295 -2.391373861758945 +2.2919363313633436 -5.593107406915267 -5.996886273784895 +5.379654685861328 -4.7195388501077105 -6.77249156404946 +-1.4920547916682898 -7.474621371494849 2.482394532914386 +1.446463293940081 -2.442032151633134 -4.884777508529324 +5.600299835995534 -6.9920582077830895 -5.524218426359354 +2.1501475468923625 -6.642512834082201 1.5885050025490757 +6.77531240641742 -6.360034881616277 -6.7597916489150744 +1.9897694969808275 -5.154960090298404 -4.366606134762319 +5.003907529444703 -6.908088379691751 -4.877599617623944 +-0.9014496137326287 -2.406153520170405 -1.3952788937153309 +7.765395401426961 -5.828918178593933 -9.656342702736097 +-4.497447984239754 -3.9255607022684806 0.09315077732433147 +7.473459454080992 -8.719831064368485 -7.12364098931788 +1.257551653279192 -6.58911150978784 3.4159469211444304 +-1.8442041593874092 2.150554125076432 -7.765087664613571 +4.473052267584836 -9.578747246041557 -1.9492231839122949 +-3.486891067868272 3.4822840877342855 -8.232727078722323 +-1.8650397879996718 -8.337119826377638 4.245504469144823 +7.994405792456004 -7.60921661767958 -3.8928516878026516 +8.685089362761195 -7.6972269023601525 -8.277557125059028 +5.218479697331168 -10.406458079359776 -3.8057835170047163 +2.87867169763971 -3.840412330985634 -4.4817219535086155 +5.416694768201914 -8.554763350675449 -2.2711242040252437 +4.4197880588815295 -4.222348106351179 -6.81892529260316 +-0.6737385892186656 -4.783882934791216 0.7471182896663526 +-2.667625208734087 2.981109140338066 -6.151988418465681 +6.428091767383492 -9.166950924470898 -4.676868644230989 +-3.3906839536846345 -2.1543297047720746 -0.9729504016245175 +4.786151553238229 -1.985742279872307 -9.107650321896092 +-5.813988864081921 -3.7137196073192653 4.054469998494405 +-4.69868640262704 -2.7891904048639713 4.214961769233105 +-5.798773005716849 -3.5419601730715886 2.500548143992256 +8.458028465401554 -6.162944816138232 -13.911740459919402 +0.694586631367716 -2.052663533299322 -5.950886659570873 +5.089457209266234 -7.214392456235879 -3.4643347049145032 +2.552456140976527 -8.1390297877193 -6.7941892094107565 +6.25332938864804 -5.170133916819634 -4.765930041075015 +-2.8690123562945398 -1.9208004358262285 3.4808058181333523 +0.2649457068529981 -2.4761889267827644 1.029850432227579 +-2.124399319559081 2.808493604585534 -8.384811820136962 +-1.357201548881249 1.6828235252735972 -7.861430251945819 +-5.816309462040835 2.8768663421786655 -3.741964291371583 +4.485638295566443 -4.24820905245058 -8.271861103666442 +-5.234925223834726 0.16700591216658667 -1.0537092632778746 +5.657353599867062 -6.023131702595443 -5.059321414904321 +9.501010189853307 -4.827868404429521 -11.97598423009413 +5.836375647419537 -8.392135813527094 -8.988816199290953 +8.348227821465345 -8.922677274742151 -3.9201112856810125 +-4.697874228744533 4.439835136349579 -5.933012876354417 +2.8758208707421486 -6.236507546946133 -5.612346068624808 +2.797777884756113 -6.263658361073761 -4.228431883019414 +-1.972657708338378 -6.8262139936358 3.1447063674248037 +5.626129767315912 -4.3516931424072745 -7.870969238012669 +6.12137426237206 -10.117816263221433 -8.135002991467756 +1.5976566696476933 -5.521032937108495 -0.7538415051065207 +-4.963995420938093 2.3870057390145396 -3.2304481597542254 +10.833993495489143 -9.130373130753238 -7.523445789728665 +2.4119613317036643 -5.46010403277744 -5.030292358554908 +-4.343345985445596 2.8213473227590686 -3.394019726029223 +-3.3173021582961137 -3.054069002598205 2.917131558859784 +-0.6714545064613755 -5.102144505748165 2.8094947531359735 +1.9662537276780505 -7.683360080173799 0.016102117495958468 +5.399661199383314 -4.6276959709281575 -8.782958577260258 +-4.493789840336744 2.563523334539426 -4.406705319357262 +7.006010038013666 -9.716794306448808 -5.843257355539807 +-2.6447584560751705 -4.289395776504536 2.547665334925774 +-2.0422152769816226 -1.5495990750828066 -0.6857136592980554 +-4.390736224357655 -1.5480370014518547 1.5320013469566187 +-0.8972862451404766 1.244461054002735 -8.873025185798083 +-3.199242836785756 1.6704149594673174 -2.5429197117248683 +-3.922209836560964 0.6797083252478482 -7.217687040212189 +-2.106081112507104 0.8447174704828183 -2.835397517042235 +4.009369854611146 -4.683921593242263 -11.916021740350704 +3.829896351026566 -5.39701245310436 -6.9533845418669875 +0.034183573719781396 -2.8008349484936677 -2.1987085426814055 +1.1445375896931465 -0.46337623294174507 -3.1132679996285586 +-4.732969059811505 2.7141784055304585 -1.3877869513240988 +-2.0288994078750826 -4.704606685953155 2.7220349793810183 +-1.3552903019926466 1.4619503311936135 -3.740801704299369 +8.935023094696856 -8.141771393892379 -6.839775805042655 +7.605381947232863 -10.821852353203749 -5.4949626498238215 +-7.311475706006192 3.3377196735444175 -0.8406942472494151 +0.6964659968558258 -5.737859483598854 -4.4390632233829415 +6.172822882819357 -6.815098306633743 -8.99108124714515 +5.352296244342876 -10.462068867331363 -2.6730813153499553 +-1.239789111193272 -7.92426436044246 2.935287198842456 +-0.20776720144430133 -5.463193776184894 2.2588640811555347 +5.094020674182432 -3.098138534813044 -6.364070448831781 +6.034337305594612 -7.065426486090714 -5.0780113269721685 +-2.466301656219725 -1.3598634281810746 0.7025612777448402 +7.710110105805661 -4.258945244298601 -6.808973881626733 +-3.334421432823705 4.885944131802929 -5.008066191328396 +-2.653571634359568 -5.292037814007882 1.3923166770523083 +-3.495182745303537 -5.914581467384693 3.5898316504655763 +-5.0557801028292495 3.643740267281151 -3.4702431851132185 +-2.4242297965104567 -5.8920525610100905 4.078714722555367 +5.129885006500303 -5.6527748806188445 -6.420514862813592 +-3.2841790646232787 -7.223268121849842 3.7105648778731393 +-2.973349655125471 -4.425961679411508 1.0801785920346731 +3.852357333780132 -5.990586231736751 -3.6315005625058565 +1.2770265639704992 -0.6194640393731015 -6.428704983632287 +1.4444403931592065 -3.6689980346783955 -3.8834901348763635 +-0.8854353309517355 -7.013030216258811 2.1045002031769044 +1.182519490588457 -7.334424576030664 1.6301538217385352 +-9.005038342496599 2.2130361142685246 -1.116417095807831 +-0.10526076393110911 -8.036188748297953 1.1848557760993617 +0.6787002411440677 -5.240419404086666 -5.0437367260897235 +-2.0368858428838337 -4.007017610149804 4.641628785172944 +-0.8511726698550468 -2.8679817882073477 -3.298935589708659 +-6.0547503048979445 -0.5221488187426351 4.765911155192536 +6.042526784015066 -5.286231433818907 -5.45585199992068 +-5.882760298249092 7.364838184856953 -4.804749922317713 +-3.149247945600593 3.9565104425297353 -8.799791998392639 +-1.1836195250479618 1.0148102176617166 -7.145164485634704 +-2.8873811480146845 2.138855208090783 -8.091424195311186 +-1.1249389595569974 -6.7980198779378105 1.6212677908916437 +9.59951540432404 -7.421365415776254 -12.65735773377381 +-4.600456654426272 0.9398863534206623 -1.8460980421974877 +3.834806283886488 -2.1130174805478283 -7.132514282287944 +-4.695773333192103 -0.9449576827710834 0.9070060407014762 +-3.870189245280367 -1.3791149153702629 1.284113411649753 +-4.2610831112089125 3.4690774263860407 -1.4365308364012375 +7.105816601493843 -10.822811082878113 -4.294869456605441 +-1.636411608061211 3.3003538769752465 -10.569059805114875 +6.495855791757815 -6.719528671419606 -9.520277049802877 +-6.084245916963987 2.8010059925157105 -5.4255454464372495 +-7.527664752315173 -0.5110770967098784 -1.0263080863507108 +-2.634860538678689 -2.5018611007541134 2.2510932282229015 +5.558771255805433 -8.06395854893895 -7.934381677443964 +-4.400874508763271 -5.373536838570789 3.9449064588683616 +7.617663000603987 -7.168275765578668 -4.883922502153495 +2.607181902211073 -2.724804290649756 -4.765466582067815 +-3.676173099267305 2.607707686962822 -3.736273783263011 +-5.133909032761006 2.157218532342968 -4.560513321373918 +-2.9265108182376407 -6.481816933411393 5.395018582359244 +-4.07220833969264 -1.2694884622905147 -0.4226817202563436 +-2.068381333730356 -3.7531642311181197 -3.7420875833767173 +8.795830620578409 -7.890438373262274 -7.435363729098003 +0.0956646345067813 -4.026782923435408 -2.195976180579255 +7.987853086940124 -5.822667790920329 -6.96624551158429 +-4.609217808870699 -2.8348243199392766 2.396494387653696 +-2.898769666561966 1.5142535046663952 -5.024081822081754 +-1.9261803334834537 -1.4759230391175824 -1.5532035353357885 +-4.145866223097812 2.288245486448983 -4.70765962485952 +3.844363901239922 -4.529901760967452 -1.7583483027580102 +2.3119859365297124 -3.826499751520314 -7.358727662926739 +-3.1575936205597155 -3.453996149598998 1.8819253011171924 +-6.6444981080180545 6.587629368169978 -1.8623778286358812 +5.572492778415534 -7.3205709033683135 -4.764769754348026 +-5.800567526550893 -7.27484522030893 3.0966233020683043 +-5.407597934177667 2.7413904072485593 -3.4042085854581225 +-6.892956900657543 4.813501770681311 -6.2983089435942805 +-6.984211909001318 7.113509866609501 -3.4956337557930905 +-4.108014927628505 -6.114347128060792 6.192560646335258 +1.3803690497602807 -5.806417266898501 -0.43197542911105713 +4.48176429520112 -6.497246574505785 -6.010549341191669 +6.5572853071024735 -5.697733086244522 -6.455376085087472 +-5.524238264241577 2.5150512746694735 -4.080553216848681 +-1.3599333964568194 -4.892067119964679 2.3552890994174365 +-1.3622952057363873 5.5129594923443435 -7.369720811922043 +1.531861085142461 -7.917044831589398 -3.530507653834373 +3.8627580477518704 -5.068096557363729 -7.745492565191745 +5.645543107702159 -9.491749632962883 -8.22471234477839 +4.2292799601065765 -8.160936140370145 -4.336943480268668 +-3.952401750063518 4.8393810514235085 -4.352735927557744 +-1.841742342571391 -5.569924697045477 1.6598388874754142 +2.0528703599189195 -7.347821168663321 -0.4505369075412078 +-4.125265201086236 -3.4138416984617983 2.180203350105583 +3.654725074481554 -4.5712338950319085 -9.374641213257712 +-3.1005033293372493 -5.960635094574466 4.316814888261363 +-1.879827027518124 -4.982494080720212 2.737364073708591 +6.949144293892888 -5.38596203680732 -7.69177828993926 +2.2538569487414 3.303721064409657 -13.73713110930987 +-8.043415543864565 1.843531501483253 -2.880673180964754 +5.766647165565001 -4.929298134028715 -8.526835455495927 +-0.04631519702608683 -0.28696883885558266 -6.057708426243755 +5.4098697839912715 -7.64451533846189 -6.385791644667564 +8.78136789974858 -7.9619234136225385 -9.097306757459753 +2.7656009034599456 -3.7522802454278006 -4.46648188915198 +1.3811893118044936 -6.530111379796973 -3.223396748960412 +8.855414780557062 -8.58255576401997 -9.639876792842397 +-3.952401750063518 4.8393810514235085 -4.352735927557744 +-2.679649737747914 3.757131225060318 -8.906223134245147 +-6.382959424507926 0.3514474937133977 -0.5267134362112785 +6.458009386942092 -7.189071818288198 -7.397414814177952 +-0.8832800481901857 0.4504608523732436 -12.244635530823432 +7.176030757385752 -8.482310326582656 -7.074876523810861 +2.542202016541369 -3.384404100375793 -5.444178566446795 +9.772309137201992 -10.950964906385417 -7.296586873599767 +0.20470138029539503 -6.757741954162919 3.828959063648028 +2.652284103564775 -8.135473431950292 -3.9506661297892016 +-0.9438240605778674 -1.301413056573279 -1.1657837162524434 +-2.1915947029967118 -3.6325909052496748 2.0251675601531387 +-3.515713423072202 2.754500846013486 -1.5951234718706828 +6.93619306340506 -7.065273538794919 -6.557468188173296 +-4.489851326614571 3.5559967548896827 -8.256316671897485 +-4.429060719633246 -0.21514887820898854 -3.6523851996193795 +-1.2962873315617875 1.3176035553211012 -9.102847874322343 +-3.6743198669467145 0.2007310739728 -4.625713891062745 +-3.7897382442641754 -3.1608179290810146 4.1120434600543225 +-6.442511251562476 -2.8685023837981856 2.2626011368887142 +-2.8904819681648664 0.7777481623938503 -7.797354342381843 +-1.1429497165878546 -8.527493586369436 2.379367778815441 +-1.0802085389288445 -8.154069338827345 2.0458261832943014 +7.693635172702819 -6.689287486939949 -9.045330332091243 +-1.9989624762218194 -5.138913116152941 1.1992237673368182 +7.5283178935290564 -6.984237269033046 -6.410237154862547 +8.096039021355859 -6.567269154203224 -8.62650028301806 +-3.4305302117609737 2.665560966675759 -4.412242226602806 +-4.9241630674450745 0.04824955584946977 1.341615339776284 +7.449308518858188 -9.807445511838319 -6.706189953859425 +-3.4177604659300407 -3.9444071224949644 3.2487112914774916 +-3.6534343950821473 3.0071534272847136 -8.345931978007602 +-1.1451549986658478 1.7325740130064453 -7.532526238775523 +-4.360189214721423 2.6834734868232895 -4.881844816883014 +2.8303179519278108 -3.2852074696920432 -11.787945873220476 +-3.441774755314584 -2.1910007936845552 3.619663041893198 +-3.744842727197664 2.5591583914857745 -7.840536448191745 +-2.4267751616096556 -5.072016931159765 4.40104221978131 +-5.615619377961249 1.0231974881458985 -3.914524667847057 +0.06831922216038852 -1.607022379005682 -4.4818242500090015 +8.46699607790624 -5.455021898370575 -4.263780424792247 +0.5942525534408585 -2.1727576832144786 -4.98179563235553 +9.59788208549429 -8.916719391598306 -7.745020464185979 +-1.7509099682685625 -6.911890520250268 2.752213111958277 +-5.5010009344362585 1.6841278338697965 -0.43133747624598523 +-7.2651437665795395 2.3764292981936794 -3.7145681430828947 +9.916609923362932 -10.620863258637728 -4.471341391190006 +5.659738716686308 -4.766797947833042 -7.533920137088593 +4.650675529122581 -8.363550831315024 -3.460059027732064 +3.3571221327112277 -9.895229644879565 0.4313920555352112 +-3.6101547705695314 -2.87110554586462 -4.021914473591841 +-0.27840945711185633 -6.0939437676327675 0.16262980395064827 +-4.8671775646277196 2.8555014097852 -1.2797220030070142 +4.313105710875934 -5.702851480484157 -2.3671332567045047 +-4.074060915050213 2.1512976109624433 -5.612019103306313 +-1.3086070626644026 -3.152929707748258 -1.3340744872437458 +4.276896059731102 -4.058357764388264 -5.890298236778515 +-0.9991168445256515 -7.084401730817242 4.885326818368184 +3.9323918986988806 -6.289456277651288 -7.923747214634547 +0.21415160781188608 -9.03182538069967 3.0836288252155444 +-2.4433170024741067 0.0626188823451245 -7.437639305700078 +-5.318253336309795 1.1566809861962462 -2.0915601726725357 +-0.32546137273063425 0.15237816991558017 -8.817768928505712 +5.751579107432027 -5.1608089980288705 -5.990426544281234 +5.828164982522569 -7.8789018528244394 -6.9595135266586095 +-4.015101771264798 2.465409062932872 -8.980356452300464 +5.798584229435585 -9.237165276953817 -5.11391077642782 +4.74898724068785 -7.126214824676826 -6.202542686620133 +-1.4445764825468936 -3.4104224212190406 3.1594295169225712 +8.132524462741475 -5.710235521380764 -9.707861510300601 +1.9897694969808275 -5.154960090298404 -4.366606134762319 +-2.2543804458463836 -5.47719689231408 2.9439468456263307 +2.981949433600515 -5.646177559362049 -6.579459537999336 +2.3138628299640867 -0.05617123164870413 -6.625634173732881 +-2.23573631643784 -4.102786524910282 3.288905818416579 +6.345006776641872 -9.141934362747092 -4.673126166427711 +-3.1065278478373934 -4.960390507888911 2.4112204061340115 +-3.033136502994566 1.6678742023502895 -1.0970800363062563 +3.6255688110430317 -9.333754222162986 -1.710253867682423 +-4.235672687000952 1.5385229373708913 -4.816471830441017 +0.8621581442131272 -6.705724548093489 -1.2065152302730358 +3.7564381820850477 -6.103569987521066 -5.357680862409844 +0.4572319578843671 -3.2265150105775326 -1.1944165713061303 +8.455419875376217 -2.3309938503627947 -11.872364203945473 +1.4159888010903552 -7.303808075597631 -1.6633921560813618 +3.2793368666400973 -6.205052229925507 -3.0158756500849204 +-6.796660924872409 0.8694861816555094 0.45713964287268877 +-2.5630223103747456 2.567993912522639 -7.774726508942524 +-4.229325732347191 -3.965667818435339 2.6349120018308367 +4.980329856864462 -6.291118598133311 -7.823356051340186 +-3.117843159989247 -4.57913062710786 3.9216523420600953 +-0.9679353750960125 1.030850203970472 -5.855337622021036 +-1.3693325767788722 1.1774079378517113 -6.02053032844763 +2.593208182941209 -2.896370124028341 -6.126066794897152 +4.758327439414781 -4.883616457792636 -6.818341410620605 +-4.235123336567917 -2.643388525928769 0.9812464219575381 +6.007608963520298 -8.114996661235592 -3.415875990987112 +-4.023151546601724 1.4529106296978127 -5.920983573383724 +0.20749422999079944 -6.460902139353879 6.78486299322491 +-2.0161596872054997 -4.499584223326122 1.4051682552592621 +1.8436780855738666 -5.469316725869045 -5.984765338665807 +-0.2846635315902642 0.4890095536137553 -8.029322704028425 +4.131020389599895 -4.2521147502443615 -8.02271362797839 +-4.66391465037042 4.071967518062822 -4.885952602516575 +-0.9684181804138481 0.1178831969921168 -10.624151799141432 +5.545551836021992 -3.3622298983969765 -9.587837337476994 +4.980601416608384 -4.003837868541818 -8.47113655059697 +4.697938013873184 -4.746663934270744 -5.822698833071511 +1.9380116675499277 -7.2616458013678855 0.47834287631574407 +-3.303295659887055 1.5307953099098954 -5.813632297583123 +1.42732161880564 -7.695621854858803 2.5565520645017266 +6.105039349154861 -6.173185911409249 -5.616270023985339 +7.657033279518063 -3.771067227172629 -10.087477786881774 +7.640852461973101 -2.218683040857071 -11.626213932430867 +3.2668501330495143 -2.059593598926682 -7.925363771314267 +4.750893124053431 -7.193099799859915 -6.027158154348712 +-4.497447984239754 -3.9255607022684806 0.09315077732433147 +8.246102410712407 -5.025282488761679 -14.331291032874223 +7.181832476542248 -5.270750317845148 -8.910840550615472 +-3.759482062751172 -1.4355491258213282 1.5497926717251826 +7.543671702959607 -5.767810606527388 -11.409578922732603 +-2.8024671224390367 -2.57214982610098 1.952477819985685 +-2.1734136929080723 -10.389882304425923 4.1667126437063455 +2.690327815863308 -7.659903562704189 -3.3273098263331913 +2.83774749975737 -5.0074489103137925 -1.0449534819421689 +-5.567642062779524 0.17575776209965122 -3.1038901048962115 +-3.344662736136924 3.3703624539630805 -9.707264576692712 +-1.587735814185041 1.185697624860965 -5.9435096224593345 +1.3536414216104367 -5.46921340705571 0.16103834814078966 +3.4905712590830826 -4.120309973542442 -4.600695158325221 +-5.157147639643241 -1.4289483715155318 -0.3219349319478156 +-3.5156256747991432 -1.1314078567306198 0.8766285896339078 +5.674413579116587 -5.924135888341974 -7.8912158776921535 +5.0825143468400045 -0.7869192061333407 -8.200266842771908 +-2.380481463196046 2.0799438778935095 -7.612343423453103 +4.398333676242604 -5.963738991811802 -4.154015155977399 +-2.6266901961835885 1.6945383478995257 -5.257554710620063 +-5.860785274662411 -3.5963414653891483 4.364755361039393 +-2.508058120113247 0.7655675397169699 -5.235131591660734 +2.7194911969995235 -6.490427647525852 -1.9160917378202635 +0.2896818672832693 -1.9215414078192001 -4.511522804672975 +-1.4596269661842614 1.875501066108354 -8.80622813995984 +9.082637449317422 -7.592130616194911 -10.48554963954089 +4.760254286442943 -5.1896119872091395 -6.863971871150664 +-1.167884950826372 -5.41691498562422 2.849897394521341 +-2.6611488272599426 -5.027721279069536 2.7748305433883425 +7.41707318173949 -7.7158450532922265 -11.16086466804368 +8.978991169590593 -10.591756069544207 -6.1084414339134785 +2.1213928816611576 -3.127699108646301 -6.055687403987668 +3.1890475530999876 -2.621526303383397 -6.796514587915926 +0.44554381832321366 1.9346792199713791 -8.809443530434969 +-1.8665738077153753 2.735388899267364 -7.523891316106669 +-1.6163790650821277 3.1665130247772906 -8.894444535031475 +8.152832941622265 -10.809494089075079 -6.296924612923532 +-5.972885745883221 4.547692628979667 -3.1109109064280123 +-3.9124403294166576 4.212941448531293 -6.8993842311164615 +1.406447970752558 -4.327203647768302 -2.432905253683486 +1.3568247517178025 -5.7005861480499025 -6.601617891720298 +-7.107867724781123 0.34537126704049936 2.2771127778554057 +6.467315239517236 -8.14122132273833 -6.413476117153633 +-4.425614480819271 2.744121380003023 -8.77614731756887 +-5.039184281388741 3.901370577260784 -3.9794522770106844 +7.551070324744625 -5.760944784707784 -6.65365395025983 +-1.8298191047671333 -4.886944186476902 6.076147004069477 +3.5181946918398292 -4.2820872934340946 -4.14506320982951 +-0.19792233807471743 -3.7752440280158104 -1.8946126667149688 +-4.123546421481047 3.559603995673814 -3.5998433017626206 +-3.443579217612896 -8.202352354959594 5.134425542543499 +1.2222578751478042 -3.94027152420521 -1.8323988458052267 +-0.4141601491991681 -7.47555519350856 3.4073729419762504 +8.945189978356106 -8.89857879746605 -6.397636870758595 +-1.9027136495111523 0.10322957245446643 -1.7601955607275734 +3.64671455920031 -2.9535061136850356 -9.032265226914658 +5.105839077830619 -3.7252029578541315 -9.157398339382857 +-1.6170672981124294 -0.30276167501558165 -9.900494948805328 +5.138505854369036 -4.735400126444053 -5.708445374689111 +8.082839599582675 -6.282796277443435 -7.356109277908989 +5.79360036578552 -5.391394108200862 -8.766026583684773 +4.499685090992184 -2.179336676774878 -10.765075937513528 +3.645192196779095 -2.059024245552922 -8.028369681792036 +4.140638011309635 -2.6157551639522647 -5.847656820832088 +-1.4892366572355447 -6.128139814622019 0.162722436062704 +-2.7880249636684407 1.349417634206975 -4.007567150854009 +-4.162592377289982 -6.9143147081892575 1.699111763516954 +-0.9700929958440692 0.6220214005616408 -11.364361111693531 +-0.9790062015049628 0.9724402477991501 -6.515997358459441 +-3.933348457550167 1.5556814497700027 -4.496655476800411 +-2.6703082218237673 -7.100226859342494 4.160864516962785 +-5.856305918309742 3.7463006711049673 -4.152927606102497 +5.419130500304246 -6.366496277012645 -8.434463715659772 +-5.194370390173324 -0.4053194263310047 -4.47220840114704 +-5.5077998296418365 -5.2168079347434055 3.723779762121867 +6.534416440906141 -10.166785167763614 -5.46579993810982 +3.1627320989550327 -0.6547495780121659 -5.114099521437921 +3.8881519356347107 -3.179333110584131 -8.529399716483692 +0.7837998144066425 -3.1707727962318337 -11.257113012186108 +5.965364972890255 -6.755600173801244 -9.494679335941525 +3.6878007632591423 -3.9999195560676375 -6.695872998352576 +-5.617836728796471 4.545453164017477 -2.6502397327832203 +-2.5915893084817565 0.9901140522337696 -1.763005622373191 +-4.445862271345284 -2.9593668561463833 1.1154963360122068 +-1.5382807548248587 -3.2406240355019476 0.6710647539614072 +1.1748708128817174 -3.0758212829249425 -8.564474743462174 +-3.9713875892566946 -1.0549307624034925 3.2565626413662883 +5.502971822030914 -4.5924988969757585 -5.655063646609842 +0.06342447255926942 -6.10163179727746 -1.836771966139917 +-2.162640927062579 0.008543211690639763 -3.3001285028975156 +-6.597820044657147 1.728826043154974 -2.0195593251260746 +-4.513844844526036 1.5745977678370566 -4.847913997212829 +-4.265690805314918 -4.193693289333297 4.158179524398772 +-1.6449508955298184 -5.572686272386937 3.399114952554339 +6.010982422294885 -9.442926950880777 -4.756434878285501 +1.0501413257620447 -6.306887497740576 -4.490900836011824 +7.887893533535122 -7.564150983155245 -0.7836938745014823 +-0.6441538383525311 -3.997856554891506 3.512852531689266 +7.502666442119952 -3.9840377698220033 -8.046290223242607 +7.417743599742165 -6.9090084269123535 -6.149918976918498 +-2.3460875004741366 -3.8249460769701416 4.55076796110816 +0.2082888474943692 -6.389930746215854 2.1130985406587284 +5.1965670119335385 -5.351849082310619 -7.148038457867585 +-1.4596269661842614 1.875501066108354 -8.80622813995984 +-5.295250970288275 1.9995804972061257 -2.9588830179165826 +-3.084580368496663 -6.505126155500289 3.9841466637895913 +-6.643242717079399 2.1551079284166 -1.5559031383168163 +8.402836494074435 -7.608818494930638 -9.663309598719882 +-7.97340820236848 1.8081916684745536 -1.724474195195715 +6.365941963047166 -8.365138953512458 -8.02940114091604 +0.37695163343944843 -9.074438132900053 3.5665701705680704 +0.10419903345649349 -5.915731762327871 2.7301689658969885 +-1.456782473785686 -3.2746155380807123 3.6458679058107464 +3.4646781779490903 -1.0648817248559759 -9.921882863265415 +-2.571327420697179 2.1195214488915415 -7.013452814179791 +-2.309282193549197 -1.0644378620556985 -0.8275869722116264 +-0.03975657062978116 3.283784399673415 -6.437234798055601 +-3.4210222073903602 2.1453475677777796 -6.116507485432207 +-3.2824624955501758 -5.616545402107088 2.3907043329885287 +11.56801795253203 -8.372372540072115 -6.695014586778351 +6.663840248733335 -4.519434807878303 -12.234382769610827 +-4.492560179892509 3.5169435264173288 -7.247494010883164 +-6.926429680110996 2.539430105369676 -3.8113991840545176 +-1.765174147333018 -4.08906593637073 2.812811584465393 +-5.311305915829384 2.749088160022671 -4.454756070590611 +-1.6449508955298184 -5.572686272386937 3.399114952554339 +-5.227318969408344 3.6325055760329628 -5.506770285440916 +6.21117465062433 -4.51255105478679 -9.198280627295972 +-5.416205300337105 2.421637466004921 -4.143976521285013 +2.0049879675148508 -4.853919828227477 -2.9417250159082946 +7.128856742326181 -5.441370925475417 -9.649739589748133 +-4.601884896009592 2.151170692198317 -7.775405412563829 +2.9642482586683974 -6.707524718291267 -4.91615473567131 +-2.491488796152962 -8.143545715424482 2.6641123380719534 +-0.2534758228607009 -4.422760749981016 4.47942900308352 +10.694046134704664 -8.394152261093156 -5.629189933372718 +10.774968701537029 -11.24628875126101 -8.716737913431203 +9.642831264290182 -8.707732495886306 -7.552054258138291 +3.8234855916742143 -8.030163903399297 -2.0249400246747014 +-1.023848257472388 -5.797266945014293 0.9828778961785538 +-7.144544547513382 1.0963818889825376 -0.8950352467918846 +-6.092808560529674 3.199491723866738 -6.33388381637753 +0.034208635119806874 0.7838645855634666 -10.387567961986106 +-2.150283759297495 -5.440899127216724 3.364893872935774 +6.0904011207344855 -3.9442620516553313 -8.18122546379304 +2.573880332626716 -6.611286748957585 -4.698088720869596 +-2.1690226178104446 2.374351171187988 -8.040400582350676 +3.2086829964234647 -2.1551068630781565 -8.466382181298727 +-1.9695604464870848 -8.423713210046564 2.141463709134046 +5.697511077107355 -7.430221236979827 -9.311258786949065 +-4.131306756050202 -5.9060560981092864 2.2367581977897597 +-3.7682413716809537 2.412614338758103 -5.024579300759109 +3.01721522054251 -8.435131878474932 -2.2343226415860973 +-0.3422889511345574 -2.0588423908846267 -3.9638035688615405 +5.072135450195933 -3.6177995267667153 -9.294154000224278 +3.332067575860428 -2.9660553488115227 -11.03085828223461 +6.247923195793042 -4.102393282515871 -5.885362923696628 +5.289475453283982 -6.280054495813699 -5.407408851934767 +-1.7682826338815991 -0.08870580760402597 -3.0164580814313355 +5.698017463933438 -6.311933770238207 -6.018319931787214 +8.911149930798176 -3.3326397444604745 -10.701171402354367 +-2.938473436477018 -6.877305101027985 5.320025789435441 +-6.284757396287926 4.931031045191076 -1.55919080542186 +-3.6978874533017914 -3.792035476599354 1.4038357926542782 +5.108646741082135 -2.935143407112276 -7.169063993597321 +6.728679379764626 -6.512796192194023 -8.807838978426544 +2.2643263700800107 -4.786077055535346 -4.784677111022833 +2.1655321591572045 -3.7760948042946887 -7.714140914739121 +2.0219704944260424 1.0284910533987581 -12.300399282319894 +3.456414493921998 -2.529105498290238 -6.069826103468045 +1.1754998134255183 -6.837040559728334 2.9351802512810243 +-2.5239531971757536 3.0772417915566495 -9.696951097020495 +6.335905586833441 -5.509323784603179 -7.534661374816428 +-4.6433557636866984 2.343703775690109 -6.525904927046674 +-1.2132506006036323 0.5966119401032748 -6.230268946178977 +7.712540784180377 -7.753170270131109 -8.872895750274129 +-5.979037920290015 -0.7713477753393858 0.9623319880442915 +1.8701796247772602 -7.1874683818343446 -5.6047310334074245 +3.7391877807889857 -3.9625294600053027 -4.77431489818888 +-2.823255158095795 -6.707244877816035 4.016930106664632 +5.455052901688647 -4.6794393353752195 -6.678451505760175 +-7.933449773011066 -1.8714145854467599 1.5381994307391094 +-1.5868880050674836 -5.373634020693601 2.7779381869220923 +7.375541020086847 -9.516160183505987 -5.372614139292251 +5.640474335527039 -7.015761665817811 -6.513794580207776 +5.106239340420553 -4.9273881633463725 -7.786439222972324 +-1.6590009297174806 0.9814330293039814 -2.784917828822576 +5.495078800715694 -1.7035996303129437 -10.095758859414968 +-1.0897360394657714 -0.10687905283625493 -3.7778786641134894 +1.522803274550468 -4.6932258359090175 -3.396813125014683 +1.110810246735351 -4.54644758694489 -4.015457716040291 +-3.1712707148187778 0.17728979268352696 -6.708436446159243 +0.8991515787172635 -0.10265288766987643 -9.793237698131145 +8.463568247075663 -6.543788581133482 -5.199269689427016 +-0.7830837980501011 -0.12478057987803642 -4.807422112893691 +-2.9227635875763824 -7.071007378153647 2.825575480049686 +-2.295439734361957 5.182552447195835 -7.005267566868447 +-0.9471593835782945 -2.1826581326216514 -2.5180299087431472 +5.496959008444797 -8.472358798100366 -6.156137326753446 +-4.457609583005292 3.8360458345213218 -5.865557833346058 +-3.931792912820723 -2.877097972751944 0.97106323100797 +0.4636026903710691 -3.4514875221280845 -2.4112869372360914 +-4.726690415851283 1.4645134332337413 -2.1735787518669487 +0.7759901272317915 2.309190613190592 -9.517680940976138 +6.440448073158497 -1.6818455191417088 -11.530733569876032 +-3.1826257388065176 -1.8275791545338007 1.5196429204289341 +0.3871960627106291 -4.42322571917791 2.7816530224338303 +-4.49357960860917 0.5872294455689642 -0.2882187571599909 +6.97678069768412 -6.020744913429718 -6.7027695783171914 +2.437595507014486 -6.772517324095863 -5.550646015980983 +-2.296429800192001 3.9450637120153833 -5.89362028063243 +-5.296813534775301 4.286319404054168 -3.3082668275840423 +3.2755417821182156 -5.758162429021214 -1.9782930303576636 +-3.29170833721042 -6.994295525430779 5.652743259474805 +0.36503033582309447 -1.053133038196829 -4.183418995344063 +-4.238675697486211 0.33072460890474825 1.4329740179467867 +-5.646691296700846 -0.1450108652860706 0.8897098570906524 +5.465942059996702 -5.792213154222315 -6.566459486747794 +-8.797987970306274 3.3152955220229146 -3.2143275137186635 +9.648692519495398 -8.776347780355328 -8.746860366700917 +10.368508269694182 -11.440484471243364 -10.204944110802705 +6.301953509788101 -5.911263763603902 -7.849285172876695 +-2.039575349860028 -4.19596558220261 2.0677946711425115 +-1.9813290960759318 1.3863353079497802 -1.275332596563401 +-4.571740498402526 2.263746653351473 -4.337251669068443 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVC_DUAL_bias_1 b/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVC_DUAL_bias_1 new file mode 100644 index 0000000..67597f0 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVC_DUAL_bias_1 @@ -0,0 +1,1186 @@ +7.88639224806582 -5.12604692899156 -11.019077942798416 +-1.1637872764991655 -5.987828563168699 1.7594331684068063 +0.6575323279917319 -4.871874421615653 2.8934372279902845 +3.432016242794123 -2.86045025743982 -8.086104124817751 +7.166124296539788 -5.366170705199135 -7.309720595787415 +-4.10676255279188 1.9328851043247948 -2.999937682352312 +5.7274288734704655 -7.3493421930849365 -6.244373551571947 +-5.438303856740385 -2.4483918237898257 3.06076861468053 +1.5647988708995497 -1.30023826191248 -5.993176893718891 +-2.657034087101731 -0.4256885806186004 -2.447854648181239 +-0.9793661127469606 -10.574112141734222 4.498195671540119 +4.762738360532704 -4.96918915234952 -5.623158653524744 +4.536220676579275 -4.926117454772367 -5.532643961942683 +9.847587579660686 -10.082982930073872 -10.686668188328722 +-4.430761205911266 2.411745451692253 -10.176734205212291 +10.938603593743114 -10.122787685659622 -6.456044460049585 +-2.4105089357848533 -0.053659371115738264 -1.7374051306107006 +4.14678840355324 -7.087381232123369 -6.297670481755327 +1.1886510895879903 -3.8712352009317623 -3.6031437849424455 +-3.8708686565942614 -4.198111723408495 2.6541628026578326 +-2.609993570041745 -4.149958377378117 3.407654350006393 +9.283457593652653 -6.413477042241784 -8.54326714929571 +-1.8849437603189028 -2.269083959276914 0.7104743064700412 +-7.16257436130194 0.2251589725285843 2.576687519654476 +5.626315165265826 -6.560541982124346 -7.695237302534758 +8.527271482801938 -7.011147611942835 -5.064724555621624 +4.019378702993593 -2.543318169687783 -5.963487118150232 +-3.9749532300690777 -4.978874995467674 3.3873954865746523 +4.4310270403849135 -9.101217057587085 -4.659144335355828 +6.833246351423707 -6.9757911410406095 -12.41251655415047 +5.101723263545315 -7.2479747173339 -3.712246146032117 +-5.481828723958585 0.20422132842085716 -0.5401856081596728 +0.874830954472074 -5.6184731532370105 0.22873439760106823 +-5.31259280096708 -6.855247846037251 4.298610696431304 +-4.339886141688462 1.0804735291492298 -5.597417911543142 +7.968504093000798 -9.678566301494325 -3.6565409338213137 +4.23687679987357 -8.986963747906945 -2.394536818346213 +2.0350388940575312 -1.5199433131140068 -6.492099030782184 +2.9502524319987886 -6.613944498783478 -3.4211648905323684 +7.999638882101113 -4.570091937534969 -8.949089243365227 +-1.3091308623946225 1.5982472626868223 -11.258065649155743 +-1.7672456013055253 -3.6487886625942783 -5.700711546597662 +-2.170885223246234 -4.85965204610789 2.4610244430097903 +-5.574411213723755 3.276983847442704 -8.650064701571507 +-3.8985933309996197 0.5693105972484198 -5.148896172903398 +-3.91733125818684 -0.20590551279779756 -0.5047804633193167 +-2.6306330263383955 1.318234083443527 -8.451450130684565 +-5.221686697891896 -1.366554440158747 4.262982614166405 +1.2995665162982593 -1.6229232060270526 -7.577595145708025 +-7.206766048427871 -2.849313744416576 1.8417722999428534 +-8.712930259213685 4.1762276594157255 -2.752755353208171 +-0.19680223262303498 1.7937406714030102 -12.946100437451257 +3.35364848226188 -7.137086993669938 0.7925744630640876 +5.29153508820197 -3.352988152468732 -8.809575150123552 +-2.604008039725247 2.4990466055253453 -2.5297394800585815 +-2.1505428000845703 1.4845288814738256 -6.0128074234666675 +5.454450417203975 -7.216942823235323 -4.125391750931599 +4.991908048682572 -5.1799431459539225 -5.039047141241332 +6.100070724647294 -8.083199581392527 -4.62758731909104 +-0.7563720666198561 -6.39280218223218 1.9178894887474836 +-2.2359533148299384 -0.023345807667705998 -4.969423190921288 +8.471219096669214 -4.4397399704425675 -6.961802263244895 +6.522021044144862 -3.8484818699052474 -6.652978474121417 +1.703346491173544 -5.967438932771339 0.8521120955804755 +-6.469678605346889 -3.2854745037750828 3.4478460277223846 +5.655600907784134 -7.4182067062776555 -3.529279882295744 +4.224955855698608 -1.3671432418334255 -4.611408538735647 +1.1076522720093886 -3.577348259116863 -2.6490706960657047 +-6.212711168974229 3.07383280830991 -4.866718988201273 +-1.2858917872398457 0.45393722312530826 -6.305739019534565 +5.588085046956089 -5.806171780880568 -7.451655789454455 +4.39818113837406 -5.367935593821299 -6.168695771904518 +5.006536158154215 -5.72010314331527 -3.828936932789483 +3.8425143682306597 -3.3175123432157188 -2.215468411172277 +10.825761231317589 -7.928858966429698 -5.5324528811817135 +-6.113691608080899 3.5178666161157333 -2.189680475798747 +2.6786914447733863 -3.342557006806808 -6.754991314352195 +-0.8554098849664187 -3.258888644478609 1.3244962772881368 +-3.9889242484912133 2.515127548650617 -3.1312580217370525 +-1.4635520571536813 4.282985940304062 -9.772618505877738 +-1.4543061450888275 -3.274548756126532 1.6747501779774305 +5.193505859431065 -5.823716356344614 -5.536000242467785 +3.633212842028247 -5.4349806042235915 -6.6958921495012635 +-6.665867316127971 -3.5600896354016855 2.5101887783906864 +2.269394959400685 -7.665936002108318 -5.151993188810777 +6.403492727552085 -5.693983847089495 -7.555401565177536 +-6.387587856966214 3.218995603869984 -1.8881550295736222 +-3.036402327398419 -0.9378053594485625 1.52172998195268 +4.21497598580567 -3.2911671197767856 -7.386829930532884 +-1.1424917189431558 1.1847844986235687 -5.0068203446720885 +-2.7854815565473685 -4.575958044001804 4.029592965816743 +0.8740522051087736 -5.669815365223307 0.7542347330379191 +-1.0628881323601806 -1.348864072450793 -5.54151226355176 +2.7405975117511163 -4.216578234271024 -7.598884440968905 +4.21104081202102 -2.9511048726081337 -10.388635365917798 +-1.2336292838957288 3.6411689106185356 -9.392326207598693 +2.5122104020755565 -4.66298585229192 -2.36506420672471 +6.691819234139066 -5.402652512912594 -8.237359528425506 +0.27005677352002766 -6.309626921140424 1.5744517443227748 +-5.795537569904358 0.5188905370505417 -1.597737016394453 +8.464455767079944 -4.172641416912347 -9.340050730385613 +-1.038864081150733 -8.318931908596655 2.3612778113882356 +2.035325427347746 -5.376130473072778 -3.3333403720158374 +3.520490462477045 -4.7542135840468225 -1.629706070361916 +-2.3358623170675985 3.1275142354642655 -10.964862088824635 +0.26116583346183386 1.3391059801829321 -10.020896844774756 +-2.0930146281306343 2.7070104177365986 -3.2937937305226592 +-3.0318666124361244 -4.654460853074702 2.471550104204003 +8.98052012809083 -6.373377548156628 -7.591520255051499 +-1.809906915592244 -5.255404519742776 1.912606461718692 +2.3585282613680514 -5.319026885738065 1.4337488181035514 +-6.977589535309602 4.411338929898653 -7.708621535411986 +7.657699017729634 -8.359167918056023 -6.230791341811329 +4.263618801434145 -7.1598105407948625 -3.3161593533536426 +-1.735376419595807 2.170101009348482 -4.572574484351569 +-0.4871919657793671 -5.708316058001491 -0.3520679648002206 +-0.10946143956032173 -3.6916515437838267 -3.635758863470452 +-4.779027721040758 -2.0007077457548945 2.386847839579497 +4.297981418362632 -6.078182844332195 -3.707138709688758 +0.46288462437695993 -3.5076503381847868 -6.455261186196116 +-7.220859870111579 0.8615014268032812 -2.1550897064365087 +-2.2016574648555185 -5.0144703240165605 2.894185526402068 +-5.878973180948638 4.541980738143771 -5.458341076049924 +-2.2028647054715327 -7.254725057274422 3.0415792836529625 +-7.241237572881782 2.75118206951427 -0.2717848001696381 +-3.5704375007461593 -1.0514611873850717 1.6432781650003 +0.10657705175474852 -5.714890961264794 0.26416269754616567 +-5.191229404156449 -1.1445747337507743 3.0743088238309113 +-2.9256284709147655 -4.291534975199614 1.3629156453865596 +-3.840895653652707 5.468674653478747 -7.167499492340974 +-0.2547596466729889 -9.230473108600592 -0.39866815128851835 +6.325863965216159 -5.811793341202344 -6.998937582068764 +-0.06332936410446044 -3.3754124380781847 -0.8189829583115771 +-2.3291874743850203 -5.38940885725855 2.7665101988839615 +-0.5844601816265065 1.0194374580078085 -7.002026917616325 +-3.996128708553229 -2.9536322493330167 0.7172500312794758 +4.330676670603162 -6.665767208679892 -5.1124157964889205 +2.2926907508253276 -5.246945457479233 -3.058294911071962 +8.2258100551065 -3.7904069879652984 -11.469165534009198 +3.0017766655769176 -7.246214980252952 -4.205844782752693 +-4.246152061687221 -2.194762134716595 1.6567576734702214 +0.6669358364576763 -1.616830230516878 -1.5620730126547555 +-5.655325991058732 -4.384754074714417 4.031663559956395 +11.227158429311416 -10.743581687985063 -4.991349086956217 +-2.641220889775537 1.8791333540906958 -7.37827685705302 +-4.348954643386753 2.155040956753713 -3.6293264509940877 +-5.5530968803027 2.6599692229732153 -2.3403308044391276 +8.36063571451029 -8.129471778131492 -6.940368885367794 +-1.4656719581317548 1.375500564842489 -6.299484997689223 +-4.114974138241324 -2.0410179398937682 -0.8991240444405519 +5.691272851676229 -6.981994118442038 -10.552511879383319 +-5.3263721732583456 2.837718497043327 -4.603589994662071 +5.700358107570238 -6.3899544661442995 -8.791146438524063 +-2.3198902153823227 -1.6509642659174657 -2.1732054979343163 +-2.82980461305505 1.7335674182190157 -3.252371273607645 +3.646057517189294 -7.021470182645462 -2.6499572923552703 +-5.4202085526472485 -2.406655406196844 0.7458960026899981 +-1.9051138515740904 0.7697694904675672 -6.877508631492203 +3.4364145740082592 -2.56989104792536 -6.304483361691849 +-0.9895552130444343 -7.0641882766369255 4.986328140476431 +-2.2393470851103565 3.5145533195828493 -10.607612541238597 +-5.004122818875363 -3.7102632945269245 2.172762635398514 +6.497218332495966 -9.204423145497387 -3.037821369314289 +3.877083468325969 -2.4620041753463857 -7.387852273770777 +-6.170526497467484 -2.666430439547896 1.2158733304074893 +7.356773715677015 -6.650597634804679 -6.3140455210855695 +3.6775600253355565 -0.9187896282736023 -8.18405216226638 +-2.4624525889916002 -6.287142640151735 4.131710411533183 +6.866807376144434 -6.665973886795361 -7.056763517719155 +4.320217913372675 -7.185967039996034 -4.675005632156351 +3.0670689096679884 -6.965495463948661 -3.4876486169221326 +-0.1806840013004407 -0.9623105301510333 -0.6414195660981219 +-3.991123723129782 -2.4853440197086027 2.252661072092061 +4.8509278962698765 -7.093733451725072 -4.67076401514216 +7.215767265734308 -6.828340234180182 -7.514232271850014 +-5.833779487248305 3.018104851066865 -5.554618089687429 +2.1891179314225564 -5.129473118952362 -0.0903826851648391 +3.892141983282945 -6.0247758740301665 -4.039428565571059 +4.9038487692556565 -4.745090129246279 -5.850354594627627 +0.5577419767619927 -4.897647540056644 -1.1748200608108967 +-2.372770186300613 -2.304304105947292 0.5080021498278935 +-1.8561202678060083 1.4387575484390274 -9.99804058493131 +-4.184148214245981 1.2673326296770213 -2.763400532856596 +4.807638713646349 -6.041342020442184 -4.686970816521858 +1.7645173656940674 -5.780274582336327 -4.096671425642235 +2.6049407936826077 -0.6189694236012531 -3.2185782661210416 +1.557109408750546 -6.128391076278521 -0.8190731950330017 +-3.8661873447769404 0.9346658428153987 -3.7716012176080644 +-2.385955440663924 -2.7851248398613437 1.0501506138914471 +-0.03862766583743027 1.3864735654564555 -11.49532566581484 +0.30607097059008337 -1.9177994823967264 -1.3243143234369203 +-2.049483564524797 -0.7986706302226305 -3.335429249817727 +3.681897776087379 -4.190077772349778 -9.529151128134966 +-6.229189681922846 2.910083119803012 0.5857544907226524 +-3.2052769616250067 3.347217247390681 -2.2941081564351906 +5.473465014071273 -5.025768670120883 -5.90268183544944 +0.9485366698488451 -6.029112874808148 0.1617102708501501 +-3.822048599549296 2.6491301387180286 -4.624847726770436 +9.190676105145958 -8.113392368520397 -10.472558607398426 +7.658701215851828 -7.780976671916406 -8.482756126918822 +7.114364642373812 -4.917840215886016 -7.947054867444963 +3.3961499525996013 -4.140748286642891 -3.869569252157534 +-1.5177034686929232 -1.2285529674968396 -0.16378770281733868 +-4.429323064933673 4.265428486181534 -3.356041329790742 +-4.607170680663161 3.9603040000820418 -3.909017836339135 +0.8269310251518692 -0.36812879584268865 -2.416346806861073 +-2.3665660972245552 -3.6284150108118416 -2.1799034428527033 +5.066444059152222 -4.194710625451021 -7.945499883867039 +-2.209330475069293 3.2053845774642875 -5.745787241667103 +7.224397244791464 -5.813110621953503 -5.589181895977436 +6.408934669511449 -5.256698534568994 -5.835125448302189 +-2.3158742866696853 -3.882152927146505 4.337895193449141 +-5.1404076373468355 1.8737683646197736 -3.9464114063478424 +-1.1078139300298915 -2.940320706708575 -3.4972970339108906 +5.372555930207224 -4.186897441069613 -7.718607845290562 +5.1168860768077495 -3.377724324364562 -8.816134277950576 +2.6726730784814468 -0.4193402758355296 -13.352906191411869 +-4.450099872143831 3.517305817426071 -2.879598102913751 +-3.797886150651241 -3.4583696965517206 1.710975899351519 +-0.19327647222162692 -3.9452846125888352 -1.5848534682694257 +5.746188265348045 -6.4405023091934535 -6.1268598947262465 +7.248067403921152 -4.262330170255772 -8.313791455740628 +-5.640018739371227 -0.7315507108502639 -0.737503610114522 +8.898147769695498 -8.049241303832364 -5.717135169401801 +7.95159492943525 -8.343768356907816 -7.75246160936295 +5.311458299456065 -5.991920585890826 -6.330972658843907 +-3.0756016540991995 3.000702564154895 -6.573731569668184 +-0.3887650593602858 -0.7419321619442427 -7.667407813245143 +3.4221602199316123 -3.5726242432537765 -3.878430278489833 +8.481709688579851 -4.695776924895107 -8.958852615624897 +-3.87366437652143 1.6192032308351019 -3.9646213423796617 +3.902176718446682 -6.9881809698028015 -4.168120774230048 +4.038234488193616 -2.174141440425411 -6.46482538746279 +5.239600397327983 -9.851340973968725 -3.6923434878627637 +6.226845257253469 -3.888063767754633 -8.210577351639461 +-4.302137083087731 2.1695212252645284 -1.238552515012189 +-2.029904608014378 1.847683416358449 -5.74058646161171 +-4.312887516572433 -5.436040625097559 4.449714039476673 +-5.656652699373936 2.860837299395489 -2.3804168951490694 +-3.557389548151222 3.6439595295958016 -6.155491044372664 +4.065406219948425 -2.835849027040258 -7.85883657515062 +2.747492787413478 -1.1310235577073482 -6.372753809794039 +-1.992603685864892 -5.119545534983809 1.027077060229863 +-7.554787519403596 -2.715069492303113 2.166233398987065 +-1.829152025349269 -5.126974647706136 2.6431707398532494 +-4.030805026537086 1.584884603834606 -1.7060487951462615 +8.05419194252594 -7.2208722846804 -5.875069483547352 +8.114846297736628 -8.406858525189609 -6.412674122793151 +1.7027251331963034 -5.294035125754386 -1.4430142429069945 +-3.8166865633791245 -4.764634166543348 2.3943404030487008 +1.9668410732105408 -4.4180418895802855 -2.6313645046258465 +2.8831331559383218 -7.110850770447754 -3.4345128746245024 +-0.5783097574892655 -2.689116228695417 -4.518684595084391 +-1.1397478259664506 -4.532010784829092 4.295082997055087 +-4.483706836615362 2.54862335453696 -5.7736171533117835 +11.094986889799472 -7.870370738205522 -10.732825678874145 +-4.183210011281244 -2.26255184287907 2.1502502309902747 +-4.3321030831618295 -1.1667181989129873 1.43700724680184 +5.629315321934953 -2.664097995477366 -6.911597635319805 +-6.360375012860455 -1.919485943671579 0.9644513692556536 +5.973257463249269 -5.7320480666889555 -10.493097603008334 +1.4989405003633953 1.2663186207795158 -9.664070776116313 +-5.6513746539153935 2.7846663529797144 -5.451381234551781 +6.592505705802209 -10.439928926473033 -7.4343693968922 +-4.463080069629247 -3.1907184225060625 2.411642134765293 +-6.661657504498971 3.6432467212399917 -4.295303589771018 +-5.636371916123686 2.505814552158288 -1.0901966513550367 +-1.8063021022280132 2.5328685361329883 -9.241763959762636 +-0.051645727982737366 -0.09257421814938072 -10.119480707013091 +4.1595892687951155 -3.6190511849074 -6.4606341895086326 +-2.5849406123237872 1.9791254271355712 -2.5484749810878533 +3.7816410124791573 -1.7172575358731765 -7.274291892610029 +4.984326235202254 -8.832524399923855 -8.300572325969162 +7.107350701012232 -6.795556816813907 -6.886999150976406 +-1.0039205580564015 1.015112321915593 -6.294927280011619 +-4.148240727950568 -3.409053306913112 4.393144858062156 +7.185231763311338 -9.418379505000836 -8.103560944661062 +3.311828080327687 -5.266827563253033 -5.773727797168642 +-3.0148324216750715 -2.1047662958146707 0.20261108569044023 +-2.4016865003686525 -2.4454348220598936 1.1084440000620321 +6.55036001837534 -4.432477017044256 -10.414368692068491 +-6.6900593560692485 4.001740820518865 -3.081558195476766 +-7.351335513029796 1.3888414877455597 1.142939900854649 +-0.3188536514327518 -5.825045098110861 2.2678559095752333 +-2.5969618128026446 -5.53993052267097 4.618641194677398 +3.6744049536703036 -6.211330137236521 -3.257031632824194 +2.792062599118283 -4.606265626030669 -4.1680632863656735 +-6.5013100711039655 2.4679318190343205 -2.0099336398854843 +2.2873462640755804 -5.1051459040811675 -5.512884249647583 +5.78267545054391 -8.680866238284022 -1.4711684576402047 +-5.706033685638422 2.597858684751415 -5.241677503064056 +4.810113575494465 -8.24483641463516 -5.287812939461607 +11.515631919384674 -9.04010316319814 -6.7174407170919075 +-2.7849746716746573 -7.574994264350021 2.269404804936735 +9.650841702546561 -6.492817016144736 -8.212728026491776 +5.4849431974236 -3.453370407682827 -4.660305543840592 +-0.7568500111096927 3.9196894247865437 -9.159672231176037 +4.8558418819918225 -8.305686722197443 -6.858441933445934 +6.542994866482408 -8.531905842885765 -5.892113097380839 +4.896993493583211 -3.788459738292497 -4.173694375158234 +-3.1798732853035814 -2.689260155417739 0.15671618059145964 +7.312126136136055 -3.2240804398523006 -8.15144563531524 +3.4229921728702473 -3.7451721047403383 -10.748949095194396 +4.18970988423318 -1.0057834986720513 -9.872341732703095 +-1.3662160887606238 -5.560174653936849 3.0439245682306475 +-5.656001599625688 1.0139118031744152 -1.1729747966466586 +-1.2746654709658438 -2.572371390543425 -0.8314255394155761 +4.944687250078637 -2.958763489738672 -8.262792730281177 +-1.3793904821614644 -5.668192461188809 4.447697321168726 +-4.575248274745138 -3.821205919164348 3.765669281171725 +3.8641985686866995 -5.837048658468011 -7.4834266962416525 +-4.847434910573027 0.24736518003622043 0.8125910210182254 +1.4312044973261178 -4.468927655094179 -3.0651527935135463 +4.723262911563042 -6.960684010671001 -2.4590659742259993 +-0.16798623169996785 1.5069303315341909 -6.598750209833021 +-1.3605411218890109 -3.6316174733323483 -0.22338728639692168 +8.219838546325 -7.776644617438426 -9.758347308393924 +-1.7100059251879949 -0.04152956317282186 -9.732311054660432 +-2.372770186300613 -2.304304105947292 0.5080021498278935 +-0.9873932723279404 -2.9725972884906717 1.0193150417366967 +-2.150754749249012 -4.162603410622218 1.0080908340908206 +-1.9051138515740904 0.7697694904675672 -6.877508631492203 +-0.30394881766586446 -6.733336810367411 2.284605866599879 +6.425525122911283 -6.123590900152486 -4.2111906179366 +-4.64544890352311 0.5061189824733647 -2.2818877220947384 +2.9844824107926864 -3.0139400735979747 -9.371624609953214 +-1.5779180455675834 -7.620838016692112 6.14136583569336 +-5.327358826959971 2.2644403846243986 -3.9830315664110727 +5.980681477623607 -6.505121576916112 -5.5627372263148 +-2.5333934383567107 1.0011414827375962 -1.9185769563789452 +-4.124539810569037 0.055689778736820905 0.30993830135461703 +0.97563567644622 2.485641894545502 -9.57605341667464 +-5.6041134883615875 -0.18198566440532504 1.3065608822468018 +-2.551660618857312 -5.042807852661736 4.161634923284518 +-0.6305627163832022 -6.954059863966677 2.354546789249482 +5.237653447583546 -2.2026211916269594 -5.986669803575922 +1.1388953086011835 -2.4355941625592488 -7.032828754220927 +4.008757392072048 2.674837579456619 -13.21316562573057 +6.920840379907548 -3.5218331966835086 -7.687182896548695 +-0.9895552130444343 -7.0641882766369255 4.986328140476431 +2.49602624761389 -5.465119343804952 -2.629268844959234 +-3.2052769616250067 3.347217247390681 -2.2941081564351906 +5.803211107693178 -5.754659542255755 -7.766515843236651 +1.2745718775277943 -3.3003084581463615 -4.146311847163909 +-0.28649531033412456 -2.1540310316943465 -1.9053412212573189 +-2.7714023482651293 0.8376253404308915 -3.2212690300065696 +1.05338937531596 -0.23101709099787815 -6.408751903826427 +-0.85286927806173 -4.627147010009018 3.7829465348009768 +2.15529802753925 -6.4272271520119295 -2.4603243359439424 +4.5960393004979565 -4.852505763338793 -5.674616487524417 +-3.4860521631554056 -4.831315694053432 1.407845487708533 +6.0672790426739285 -8.23093136763952 -3.6780949463817922 +2.0130651115543303 -5.95497327498458 -5.87036374865037 +-6.108186760483187 2.4485599599837 -3.6017642962546366 +-0.8476229993196069 1.2621337364312257 -8.435776882501726 +-0.960969339194395 1.5906348349341162 -12.301671999389425 +-1.3005855272310543 4.141250168002022 -7.967875505646308 +-6.653924452191038 0.08111584417409601 1.3589614068194267 +-1.9564127814086296 -4.872526049164872 1.1233948308143193 +3.5904676878863357 -2.9557763896962372 -11.283784854952701 +-7.187954068756871 4.220942618979616 -2.7323785885777694 +6.487187090275332 -7.420290724490567 -9.114009636485479 +-5.479139665899356 2.475574140071209 -2.839895204794053 +-3.373703199946875 1.4521229580463944 -2.023166099432924 +2.8253806891910207 -3.2627285630631766 -6.619329193103882 +-4.682571926287148 -1.4259249926595758 1.7049536928786426 +12.765230394858222 -8.529990518182547 -7.5269279779686045 +1.5400436443911811 -4.963901074848826 -3.840713162106225 +-2.6145337407513978 -3.6788821805201875 1.872710785813232 +-2.637681099672115 1.5868352021960392 -1.510102757289709 +-4.348954643386753 2.155040956753713 -3.6293264509940877 +7.536063456024099 -9.440473948604842 -3.786118630100812 +8.712025309400957 -8.594316967862062 -6.599145700748182 +6.392021875611992 -1.3352935287334564 -12.635091590323945 +5.790038381832252 -8.161039226034118 -5.757081017331354 +4.882686460975441 -5.087071683681811 -5.223446436848158 +0.4810770451275563 -8.81546429184641 -1.4265257178856179 +-0.4447320303111293 1.712531381800444 -10.612854153302969 +-5.678690930499949 2.6954176240734107 -2.183069395517065 +9.47867910493635 -7.823588034814767 -8.441765536271427 +6.264786532672025 -2.076284128816213 -11.05770267695375 +5.06002215902492 -7.497671078756892 -2.8480371891010856 +-5.328538307989419 3.057233548409398 -3.7492255572871236 +6.341014749877512 -7.974256617370446 -4.619034198942369 +4.7125468323210065 -6.1605836981127435 -5.939211726004163 +5.935208071304037 -7.286115673328149 -6.253253694491962 +-7.618373327780987 -1.8437443685520247 1.548936116565178 +5.860217594032444 -3.832583446189904 -10.482983360648939 +0.2112717823531587 -5.398228579670351 -2.0824105341638077 +3.094063767272998 -1.6560033750649017 -9.099767908146744 +-2.035539123213588 1.8315549112234057 -1.8305101638102654 +-4.13993995893583 -7.8568808055758215 4.90310802000216 +-2.4046124967902816 -2.1429282409239376 -0.7623000811668824 +5.190162081264828 -3.7324887270645486 -5.065781558379785 +-0.8691882670461768 -5.259276045419184 3.2962532619516263 +5.89606374714478 -3.543264534937271 -11.969611086451831 +0.5792132571917777 -1.478709722107394 -4.621689461446875 +4.000271958786058 -7.9395146858087 0.3639968288840419 +8.056626090118556 -9.605815358342923 -4.748263738115895 +-3.397833154301761 -2.767334300934258 1.8196900350338834 +0.2539006964329601 -4.242981380393653 -3.31621138170391 +6.0990120498814475 -2.9452090840191882 -10.762329622882826 +3.2227380141529944 -6.126592729259768 -2.0640510822380693 +1.2341117643335762 -4.532893136420685 -2.4000962362150355 +-1.8877584003294774 -4.45837065218798 2.4479012234353528 +-4.466239769145967 2.5167258185123567 -7.9630826670332215 +4.969179626549429 -4.632622905463784 -6.7334466759301055 +6.136882257715525 -7.029261596974029 -4.201315707564335 +-2.117401932735815 -2.194718073169099 1.4611749240138197 +-3.2344935057934485 -0.09663885578772557 1.314911876696838 +4.232038743787999 -5.110909332180591 -7.598248316163616 +-3.3346034466996928 1.7259186602046537 -0.8636200454524638 +0.3125944524507491 -4.923032533199315 -2.4886813639811285 +-0.4407797008368457 -4.064392769954404 2.368969537342671 +4.861766138025194 -0.4372148121639712 -11.39615147191928 +-4.919302421543253 -3.4582851386655418 3.1406819303331317 +5.189881154492552 -8.431582232186681 -3.4176783513585773 +0.8661547233551143 -3.1290207098950162 -5.71628206873637 +-3.629943634047631 1.5037047206265326 -2.3622503596799045 +2.326276971009051 -4.472658493175807 -2.6433556291580818 +3.3807356101170467 -7.420730469757306 -3.4027598807637434 +4.444034381068241 -3.3909803166603503 -2.1311249769409932 +-3.1361216800267426 -3.879491308241735 1.0344379308015137 +-1.9903633166359032 1.382374134184297 -5.747560902320498 +-3.6975568592619865 -0.8964538743835191 1.9997978443431328 +9.759645136351551 -4.969367495343147 -12.22582875064867 +-6.858818927395227 3.0735706006194183 -2.910779148442601 +-2.0039169023816688 0.8359145038561042 -5.248491502269128 +-2.2921614839343123 2.321083899344564 -7.081357926361993 +5.885703547711239 -4.373578666690707 -8.63464730178666 +-4.843921344234842 -1.2711834661691426 1.0322661326789315 +8.622810245612751 -7.568658001401896 -12.416149774776965 +-2.3807671776645005 -1.7387377061821232 1.8027976531165164 +-4.954578304658325 1.037043146347254 -1.4981866177098577 +-4.917107112966018 3.862335699042103 -3.3078725783810534 +3.0220840266693565 -5.962001805432405 -0.7220935600061373 +-3.8504150117969917 3.388820491803398 -5.702716333821009 +4.611201412593835 -5.5250274958538395 -4.761614905124818 +-2.787742237426624 2.7337216519178416 -7.965064663958914 +-4.943684075633972 1.0532615237159035 -3.098268471475296 +5.533194149436641 -2.9797864483715566 -6.75887572279203 +-5.15894219109945 2.4794496374964563 -5.198406630577838 +8.130272303611317 -6.974680751356123 -9.836869625725495 +-3.817121782408151 2.297107729781856 -4.670124835673289 +-8.224183285182232 4.867804608272843 -2.37995553517003 +12.447848333641694 -7.5944528675469245 -10.456746916639188 +6.593854776720312 -7.075934278451751 -5.49168134617435 +-3.0721077285011766 2.707791488657393 -6.644812323975629 +5.60188014448459 -6.804979869752785 -7.01243375369145 +-3.0048417815137434 -2.8776102331753273 2.8628603041418583 +-0.21937132863951914 -7.043398867797707 4.459610210107762 +-2.804326948693231 -5.930509558411439 2.4522303145485393 +-6.353292074698614 4.151667181569756 -3.273571883837217 +7.028706517796244 -4.866659624800904 -7.0336510806330175 +7.192218034552809 -4.754713866800758 -6.97770109318683 +1.8985983743028778 -5.9359834728464325 1.4653618661097907 +4.993291549003737 -5.079198511625991 -8.504462730973875 +4.415094801914748 -5.723381979101658 -3.3038807123383434 +8.97534649645105 -6.09631802497149 -5.504190040908846 +9.23005314741313 -8.613543513283249 -4.579523055012308 +-5.162036300875923 -3.4939601682981674 0.43132316901056494 +6.700239373462693 -5.434240445808648 -7.153027908594534 +3.8215789508534344 -4.247603320497784 -6.1604464600079 +3.3270289644420825 -8.366749676945194 -1.3788942646382318 +-3.050961781084616 -3.7388336302329312 2.6240717414922847 +7.272374259976734 -3.359760227156229 -7.008313168656567 +-6.7126249468555805 3.85322428935151 -3.857871138078058 +-6.6900593560692485 4.001740820518865 -3.081558195476766 +-1.3662160887606238 -5.560174653936849 3.0439245682306475 +1.7890042731710047 -1.973254037894744 -8.234758312814172 +-5.96045218802773 4.123126225368616 -7.904758141138944 +-5.438849915016145 2.7238252367950517 -2.274065247176293 +-4.950167598362294 -0.07916652006808977 -2.5723177346669037 +-7.241999110210432 -1.5046874127174894 4.9245058793765 +2.508733641515647 -3.81981333807657 -3.286989005238678 +1.5322265550207255 -4.900725366812749 -0.6868011876038116 +5.479144156876525 -3.119506430737719 -10.462757192783757 +-2.0664889293421314 1.3195759512330634 -5.786169993258423 +4.739170491481965 -3.3074390452533162 -8.721622128752255 +-0.9236889244251651 -1.0432972447931288 0.07342487083218785 +6.547846791708114 -4.912481862159463 -6.032586000621891 +-2.791498953751869 -5.57676087172872 4.049383390228553 +3.048763883667666 -3.0115219369051345 -2.6886091283275957 +-0.5131425117089454 -3.7373939289132863 -4.297085109134805 +6.160002556968002 -5.1224181591898645 -5.147297204384078 +-5.1136204246033 1.9606131253442234 -5.131440342686091 +-7.680375802591331 2.074313625577454 -2.062890898160179 +-0.9734512017694921 1.8065392030335694 -6.919546326766181 +6.858010506067934 -7.446584140317712 -5.6178897115026665 +6.328461232647369 -6.4024123180247745 -9.63867880064873 +8.207576746945474 -5.473047549976662 -9.2608029064959 +-0.7313587961502299 -5.624396584729354 4.8484473000224355 +-4.069478123598911 -4.522627932145449 4.36309642610198 +-0.7775997706492794 -6.977806672994797 5.039347350799747 +-0.5557202731673674 -1.0057350294397915 -3.2198368200385583 +-2.610076761786411 -3.222578553973624 3.2852613187355186 +-4.5465997767639434 -1.6957141794349138 -0.1679192092907431 +-4.508829399079286 -0.2771332646529423 -3.9686435938846008 +-4.225023264335143 -4.384455810038549 2.9488419538287083 +4.7602978467589985 -4.292316415237161 -4.623137942881387 +3.063101508225633 -7.378144308566823 -4.816104187153505 +2.685323660636995 -5.648463547467981 -2.690013809138827 +-1.5795092044871328 -5.611010338559899 6.725525800504654 +1.5067043548761503 -2.0856718498884614 -6.539840664574745 +8.388495652165451 -9.682683029796792 -2.3649627607396355 +1.3716033301722452 -5.226515983987748 1.1668693956169296 +4.443681986040779 -2.8076319550066224 -5.01864681835679 +5.611977275500571 -7.414811535349004 -4.964109380137116 +5.354077684339436 -1.4452759050431918 -13.575273479626077 +5.76074584303944 -6.976864217948126 -7.83527925428169 +6.507994444679493 -4.935016706610941 -7.6634672344876975 +-2.038968695199743 4.345401414495795 -8.040728341428478 +4.803198083888036 -6.774033512358853 -7.767286204608418 +-4.890149716744719 3.58031195014963 -3.173411649594265 +3.345804534144103 -5.701068599724694 -6.257010291740553 +7.026576789659564 -4.456083748700361 -7.151058754326139 +1.806997329354214 -3.2534906641546373 -1.864016049241015 +3.727789439140514 -3.533311331724558 -9.826011121417867 +-4.5006436894303 -1.533092664482661 0.9840035325504501 +13.940406272964154 -7.8375145935376045 -11.195838802972792 +-4.087722694945762 1.2685349601064493 -0.9073559739285504 +-4.676872920051512 -4.223004888868575 1.6559322591300687 +-3.226087599972411 2.563797400537263 -4.253238236853958 +10.467504995411698 -5.8054675332821795 -11.302878231270462 +-4.625354042353251 3.744284346303333 -6.518713511413175 +5.5366736509165095 -7.5876040929886654 -4.988283051742718 +-2.238628982096766 -3.627178726108176 1.9651430120751017 +4.79205165667833 -7.980159914983388 -4.687846438633118 +-3.649780228480502 -2.1905486289624587 1.9063766085280411 +5.23881218235347 -3.837467371875368 -6.683754279855971 +7.825180314970504 -8.532032772709043 -4.287707112440916 +-3.4395703118060075 1.1646129850188753 -5.758358226804372 +2.4180856105590385 -6.740916218057302 -3.3396799160066775 +4.564144425020986 -7.788814675756059 -4.472215043158091 +-2.0992553949099233 -8.064277106595185 3.620457850024432 +-1.3508899728746884 2.4756155969041105 -8.078221946528629 +-1.6159483745000705 -4.798755955322018 0.9985696026568498 +2.434877891420194 -10.231318454651335 4.373318329542696 +2.941203042300039 -2.3791835062591726 -7.788787232406767 +-7.599027386052996 4.510857093121686 -0.8708582149825406 +5.120527564923831 -4.877798627075665 -9.597519548221396 +-6.454643369607639 2.7785799312116994 -2.773583441646015 +4.966101376731148 -6.487996327399679 -0.8107281817052223 +1.5917950766869167 -8.14183478040105 3.3494108784630816 +4.888972358987929 -8.098944339221957 -5.44199063537032 +-3.0048417815137434 -2.8776102331753273 2.8628603041418583 +-3.35211091796965 1.148902197554711 -3.505293544663057 +1.966431689659231 -5.524272911800097 -8.181899569989596 +6.6868052589812095 -4.174702132501378 -8.284879685750013 +-3.9265911274683605 -0.1518437380745401 0.46243674924383277 +2.8615956549211594 -3.550747381139373 -6.875687011367156 +5.9106003314546784 -6.9072833547602155 -8.160123266627043 +9.088916444679171 -7.247902657211717 -9.035562555490106 +1.5510783479358428 -0.5247440181001086 -7.7008664880995745 +-6.043913560835411 -2.44710504927824 1.1180793283202732 +-6.7684782783386765 3.54244959201732 -1.587078318665803 +5.701169761325977 -2.583290668332503 -10.596584922286379 +10.200888378664882 -8.82184925411842 -7.941416141184707 +-6.988345306044661 1.0119743430798707 -0.5581165686276808 +4.476261094062901 -3.3339739137940096 -6.1227526433134 +1.5392914206852986 -0.8203305844763933 -2.9296151271777178 +-2.0942976678746685 1.6073508628478157 -1.7890164528199015 +0.6575323279917319 -4.871874421615653 2.8934372279902845 +-1.1858297200515961 2.163594319195795 -9.7224705857012 +3.29241558365336 -2.7258738189104497 -6.519943032031753 +-1.4051626350475752 -3.4229549683864144 1.987906207011601 +3.4752813230748063 -6.347520571407909 -4.876993076582138 +-5.527547486787843 1.0050884294535942 -0.9855023843180071 +6.812458087748031 -5.875555686519797 -9.591965856880352 +-2.2515957337182573 -9.58525778126932 5.2277280436151115 +-1.373669938365662 -4.49926143302408 2.273082763657034 +3.5654357469138716 -5.642589179391192 -1.3021733471891872 +-0.6305709382910023 -2.77729074948111 -0.21251891745325063 +-2.372770186300613 -2.304304105947292 0.5080021498278935 +2.105599391267198 -5.367637785750826 -1.8498734537049668 +-0.9351011763526611 0.38166703937085034 -2.4965597599778664 +2.5566830434072028 -5.8158426806024615 0.1612767679818945 +-4.843921344234842 -1.2711834661691426 1.0322661326789315 +-5.685835632335213 -4.7893961900022655 3.241754324072124 +5.70404535810692 -7.268927699648582 -7.842294530682999 +-1.9256750491854269 -3.3253369189017725 2.6521085076330726 +2.809190086630558 -7.160835221353824 -2.9816199004169657 +5.495882976537963 -6.729481030809826 -10.470587929625728 +3.7735442884489645 -6.652584951467519 -1.9170941997521609 +6.67443683750516 -6.863062772653754 -6.08285713145555 +-6.359514314832627 1.5933760664769014 -0.25907340835103176 +0.4374312243885965 -0.6407972069494958 -9.083676631308347 +-5.0520954952686425 0.46991945926863155 -4.277800706497121 +4.45624100894263 -10.29179422191054 -7.936257973414382 +2.2647112856893044 1.1633570398329063 -9.608787388167071 +4.361495037012753 -4.774318703690191 -5.74934308937898 +5.483122333105688 -7.489210712271132 -5.032819973603178 +-3.0109876487703047 -5.820530974557387 5.930823375874633 +-2.3204425028879823 -9.408416963969898 5.390598370188161 +-3.464276719036252 2.7470865279416214 -6.267390202339906 +-3.621706272630064 0.6752361097374631 -5.446975732342028 +-3.3176289801650327 -1.4611192536925686 1.180941948232383 +6.638046491431827 -7.852360738430869 -2.4706338351697252 +7.856820502528593 -5.261172568131656 -9.810898384447386 +-4.798372220637943 -0.7742384741636799 2.0603865743768552 +-1.9271780921812467 2.1957116960126077 -6.549804117796895 +-2.3258827311145174 -5.263932280893009 2.6251679388073295 +4.889137019778495 -7.016227151184275 -5.314880977609417 +1.9462736730791836 -5.360975223725504 -0.09017860676713563 +2.864489491379751 1.2162927238854397 -11.070373531737705 +9.075647132089827 -5.04296773726245 -6.46378786740243 +5.51508778032557 -5.783588119653052 -5.682194593216162 +-3.4086189369879296 -3.4959494355881624 2.323359876574018 +1.8381687304127132 -3.9942962112178995 -5.56666695412018 +-1.6385090534404934 5.673083153994218 -7.1060000805426435 +6.9528702128832025 -5.887791247110076 -6.271514179138678 +-1.5846234366970129 -2.002308774406048 -3.9990723945447524 +7.803864277126333 -3.9723597155542762 -7.920263096666602 +2.221237202735261 2.92740956487516 -14.201594308774197 +4.725094756297643 -3.4585967467425824 -5.28934562395353 +-1.7814628856372114 1.717991724050722 -6.858661831018335 +3.4834920732440837 -3.830421055581432 -9.696848442944733 +-5.84051795356398 3.03846836018975 -3.2816133918531167 +10.74413539922757 -9.565463745918143 -5.732164684061946 +6.1204051119647325 -6.477889926721837 -5.821019397560303 +-4.213079975355995 1.0870360582792813 -8.284740840112711 +8.070279520321893 -5.330925467113448 -10.6355807621252 +-4.570788236015735 4.049884503988773 -3.769927243266797 +1.699473074719546 -3.8087024217760383 -5.711039939457082 +4.466136090202312 -5.359966023922357 -2.1239239914759374 +-3.0318666124361244 -4.654460853074702 2.471550104204003 +-2.0108806662672976 -5.666645696234278 3.6294691995463446 +-0.030658840992300318 -1.068474327626911 -5.662413780009255 +3.1665684968965877 -6.131871593051088 -5.358815670543681 +2.8924266261879685 -4.185301076596849 -7.984154940311598 +7.4815859023218305 -6.088849810082129 -7.9227057182124945 +0.6625525149822469 -1.7170686443266363 -5.436772260034236 +-2.2921614839343123 2.321083899344564 -7.081357926361993 +1.609533107178064 -6.609316391460061 -0.22738040638945772 +0.17906401700299313 -3.572413467951342 -5.551251456412885 +3.5260045175888477 -4.696197312987563 -6.147004464505016 +-3.3056315627109223 -0.3624658687576474 -0.041531780246628514 +-3.018262270082363 1.0013782434592402 -6.2183170913990296 +3.648728769836882 0.8864940525296934 -13.788450442736696 +0.9623608884562989 -4.8047299619916295 -5.808039339592642 +-0.7987184437346861 -4.990543304751804 1.5451468285140935 +7.335488965513195 -8.280769625770152 -2.750384461211861 +8.770818163180886 -3.7863702168464264 -9.697552848674794 +-4.855826155256264 -0.10234510915981199 -0.3705279436742732 +6.563120793185165 -10.073737018018615 -3.6642555242429733 +-3.663240067452172 -5.245210178791646 5.840425883825059 +-0.7533818078415231 -5.779543334010176 1.6415010416540523 +5.179135457792149 -8.150111660431973 -8.368656487837475 +0.24664795847250942 -6.172301660638809 1.1108804791200837 +-4.345395769662816 3.050127386723669 -4.645743023384603 +4.6020309428507 -1.5120191229532123 -10.317999425466853 +8.452951664020974 -8.940175378918285 -8.277282174359227 +9.610587102573579 -9.334270785547677 -6.873340187821158 +6.400587478616242 -8.887786217325175 0.16045203369519512 +-3.4377662385532384 4.05594988509959 -5.681221417001087 +-5.973703731292967 4.313087029955661 -2.360235406747989 +4.64484595342832 -2.1560077656265895 -7.457486764618057 +6.22326437090208 -8.343879666994074 -6.892262400591943 +-6.130702268075662 0.32340779779267725 -0.866404295351896 +4.608328495756447 -1.8264645496374747 -7.836202088874319 +1.749480902567917 -4.61661178014954 -6.3898156910710044 +0.42261561966518113 -3.9491994077232806 -1.2143904424062275 +5.034213020407752 -8.773932770588402 -2.373652295191757 +2.4050314281138148 -3.6918409243520185 -5.869622197329143 +5.441072325694333 -4.52857667675873 -6.68443597796318 +-1.6073495606438457 -6.5326817814445555 2.6116839889719787 +1.4200031705194593 -2.0621353440573262 -4.923415984048403 +5.719471636960567 -6.851907289994319 -5.534892254995186 +2.173665288435622 -5.1966510593231465 1.4865744431929484 +6.823077925612019 -5.3674952085370595 -6.843661569709126 +1.8478432602965937 -4.26055686912212 -4.2767776267089435 +5.141003695419627 -7.439602777409071 -4.943648959955686 +-0.994436800439034 -2.4451593623545005 -1.4645298030470977 +8.154649442905583 -6.152230979817929 -9.647350842501755 +-4.292779564585415 -3.7873525906724677 0.21686742674901976 +7.109585723341805 -7.740202707117732 -6.90738142457174 +1.0363918734533888 -6.085826430140234 3.370697679495288 +-1.7046702106718725 2.3461590490011037 -7.826326699705583 +4.468009141030507 -7.907690634746114 -1.9331697006235187 +-3.0565465891757464 3.7847041410656743 -8.1856356287961 +-1.7364946943809207 -7.4887662267464465 4.277236238787497 +8.018542066239036 -8.123169130310181 -3.914369801661393 +8.155311182548505 -6.66627748873262 -8.256907897687793 +5.011282742084127 -9.892118404932878 -3.7856812835912086 +3.129814321945322 -3.857258838643741 -4.534521941322449 +5.540959921733879 -8.228341369169943 -2.4278016104544204 +4.45584870681234 -3.54214812727088 -7.048942265064996 +-0.21135406722023808 -5.283012742989751 0.7656582733822885 +-2.7200934231124534 2.481053560882006 -6.267660519362664 +6.536836272927897 -8.761870197299533 -4.52179418820526 +-3.5301988184373956 -2.2463834718718707 -0.9040628213693156 +4.510245361649135 -1.7625928154288328 -8.962819448710368 +-5.644961175209865 -3.3624080837497123 4.093298597874408 +-4.562279794477707 -2.429768750905722 4.201781035749184 +-5.450353047399895 -3.8033704730242417 2.413097414135756 +8.380679007405607 -5.449408620554225 -13.781388252247586 +0.6405895163920452 -2.3086354430120566 -5.709045102907662 +5.206664428043501 -6.832207156546369 -3.3395188488738814 +2.445195181256326 -8.014236999321101 -6.729661296186179 +6.2343940597680785 -5.225933989709383 -4.631638151975121 +-2.737675706481018 -2.5639478558488715 3.4899915350870723 +0.6930673619262531 -2.73688234927 0.9006185528987178 +-2.0899739046066945 2.563865661364983 -8.370422481976725 +-1.3235330305212596 1.9831898921580438 -7.689237174445972 +-5.652266276134634 3.880408819446205 -3.876396710894625 +4.42196268026313 -3.853253089961583 -7.925584800617291 +-5.1822013793928186 -0.142302587705033 -1.022161019253407 +5.701244914765338 -5.930137914139853 -5.017871615646816 +9.534033016966497 -5.427584277848108 -11.914973493259513 +5.706952702187059 -7.334870463380841 -8.92981552082743 +8.02507795472824 -8.304076400986155 -4.092893347119979 +-4.676166525887944 4.569334497286926 -5.853352064886365 +3.0340141152451743 -5.087490433936988 -5.604704623181825 +3.09325224864609 -6.26703873592888 -4.145983632027511 +-1.8873903647382941 -6.442709710837157 3.1942161933843978 +5.345648027106481 -3.7662256081994787 -7.983494887210711 +5.91449407762769 -8.549258765374606 -8.031827216808143 +1.5823348413634606 -5.283792285485091 -0.9830072087104103 +-5.052423814306381 2.5859436501037463 -3.166284006270721 +10.726556960087049 -8.964017679813622 -7.298217886054624 +2.4402486168471573 -4.782856369578374 -4.914665518881442 +-3.9350366765716123 2.5733487043001 -3.38496417800886 +-3.0048417815137434 -2.8776102331753273 2.8628603041418583 +-0.6032423851519282 -4.846251019692527 2.8322440778498756 +2.1592989843352024 -6.8051244408393785 -0.10936815611977346 +5.512272742503822 -4.696027066587146 -8.795225909461776 +-4.545222233672997 2.459015245251037 -4.374432295312608 +7.283917042253842 -8.794975345002925 -5.836512453133352 +-2.5020165809801505 -3.85181952965444 2.5869856118021723 +-2.0309829680960245 -0.5662595031643756 -0.6047090096223325 +-4.276105959564145 -2.546178097590243 1.57600544119812 +-0.8240017873923986 1.656655434646228 -8.897369174149292 +-2.9047885282182886 1.989566540591345 -2.585433083865359 +-3.8816250583314185 1.2409757646615969 -7.175591998617007 +-1.9968345381072305 1.147605661158095 -2.756274004446593 +3.7003123585112863 -2.687904516404271 -11.796392045584488 +3.619720180793782 -4.713613795390505 -6.887823742951382 +0.16907687693719942 -3.849539437723944 -2.319537762701194 +1.3447305325169001 -0.905684077283536 -3.24990763282754 +-4.586258042848725 1.7012268184874202 -1.3318957928535275 +-1.9715989006330976 -4.676492337128346 2.7681000423240305 +-1.1509993958623412 1.4817410999746397 -3.772325417706294 +8.632879431876722 -8.165306030308543 -6.730794290840227 +7.478743670051734 -9.502532138506044 -5.55092660752836 +-7.118608524386203 3.280605436894473 -0.8907991142196499 +0.5453511854244095 -3.771241394666175 -4.358884049409974 +5.935645306976223 -6.190381959064766 -8.919890528148386 +5.105589621660391 -8.69695785220113 -2.665240638666205 +-1.0474512801000497 -7.906921226064837 2.7988995217034507 +-0.18595770773125442 -4.942510403656332 2.2228968448668645 +5.498721709961489 -3.675467742774513 -6.310451458362191 +6.021258104137842 -5.900475350637343 -5.072571609519441 +-2.2829564689146213 -1.0687462891349186 0.7658128762338678 +7.880275144518914 -4.184995944029673 -6.880145206075037 +-3.0256266243033 4.1004758181055285 -5.046773489714373 +-2.3855794726315667 -4.461244098058401 1.5136595779844295 +-3.159993865902285 -6.544322305831389 3.5449520270530916 +-4.917107112966018 3.862335699042103 -3.3078725783810534 +-2.402140368248883 -6.096236117185267 4.061166570809525 +4.6623178576609785 -4.830781075424754 -6.450064984632463 +-3.3873157184300524 -6.458620426209862 3.5767755116676696 +-2.9412565767730685 -3.9836574707344603 1.1190409354414463 +3.770039903210229 -6.097233008780899 -3.5951429350378916 +1.3120021603921999 -0.37860164088170123 -6.371227452803477 +1.2268092716638708 -3.84772564551135 -3.8090537317056055 +-0.7843599583825045 -6.2893994015108206 2.0488929262048865 +1.0187178805120245 -7.936870838862059 1.3991248411562858 +-8.950804651226512 2.177003182423557 -0.9730397979339047 +0.13632495015089618 -5.365913984530054 1.2819122753212315 +0.6443655361989946 -4.5298462397584185 -4.9402643665768045 +-1.7746685371570377 -4.817756673130817 4.541833075553125 +-0.9246824995643148 -1.4635997254629225 -3.1836736085090136 +-6.093919024731177 -1.4784276195334367 4.792105695013545 +6.091006981155287 -5.69580293316533 -5.3864170776250955 +-5.988544562061996 5.772745389315016 -4.744637102037231 +-2.9909511379363516 3.535037197963266 -8.87131731373987 +-1.016195150522348 1.0070732942671707 -7.055893877067413 +-2.8204422597072045 2.385285415971391 -7.999678775395348 +-1.0555668198304067 -5.7612508684067 1.5690647576302483 +9.285470719200664 -6.848686477510304 -12.534654164230068 +-4.692784153336805 0.7972272261811142 -1.736707300115245 +3.8381799307231335 -2.3438605998387985 -7.057220422590886 +-4.6870285451173945 -1.2321757931130373 0.9235889815233806 +-3.647646386636654 -0.8050540461263345 1.2466131545979908 +-4.461233520046127 2.598932520968644 -1.3340788933825574 +6.860970012557852 -10.400550125692991 -4.15438807832195 +-1.1984343854914998 3.2566460056240185 -10.475222958012248 +6.589711292400287 -6.83240033015295 -9.511284766488778 +-5.706033685638422 2.597858684751415 -5.241677503064056 +-7.39368124994522 -0.2749114313613785 -0.8274155466316481 +-2.6193623124415475 -2.999338641399942 2.3376711609253835 +5.479927387625236 -7.122705256173441 -7.783993157131076 +-4.087969802106689 -4.412690877989418 3.9538985157212982 +7.534782476292315 -6.912727909072679 -4.953049832981359 +2.6523662455636297 -3.501045824453642 -4.632560349572655 +-3.658437039939712 1.751878955988654 -3.5276151805325147 +-4.841315934862401 1.5118172103321825 -4.589421982407153 +-2.762883084966392 -5.6921417990296295 5.415446538754921 +-3.9343345742759164 -0.4371129912652689 -0.34317482581008346 +-1.9730466579631702 -3.0431531134503036 -3.770339252447349 +8.587150345390288 -8.09559695356332 -7.256978791405271 +-0.1463299399363296 -3.028820742905744 -2.1910165410719324 +7.7437728930458345 -5.100950260814243 -6.84257921432423 +-4.463080069629247 -3.1907184225060625 2.411642134765293 +-3.1521669696095893 1.611182941448586 -5.05167951465565 +-1.6276525814038254 -1.742158432755052 -1.5611783117256457 +-4.00394718031215 1.9966432727499281 -4.573260880859699 +4.105321192142375 -5.267951051192569 -1.8634382210846585 +2.270138658326344 -4.038897896605216 -7.484515754417245 +-3.0564076694883497 -3.264034387943993 1.9739896341076322 +-6.2567019851690775 4.6847492682380665 -1.7555465375486126 +5.58680661766373 -7.711537145297004 -4.815869878181492 +-5.682339333219164 -5.703135775523205 3.097793224010653 +-5.065938277285557 2.8748653524772694 -3.3464368146394308 +-6.914938420870252 3.9026811479719177 -6.390425031099319 +-6.8631495298822704 6.369705365928484 -3.3645244977250557 +-3.925834151789484 -5.428155715145138 6.221895618890107 +1.9014328388947122 -6.41335089938511 -0.44451461782279145 +4.59144981956741 -6.197346129411437 -5.806583683422192 +6.6454832103973445 -5.106473164876913 -6.540545672078434 +-5.456304222203985 2.2710043436150738 -3.9989138236536466 +-1.57881532936646 -4.637440051223624 2.4907229493093705 +-1.6385090534404934 5.673083153994218 -7.1060000805426435 +1.2306791988485681 -7.453020999882129 -3.2911228772611376 +3.812992803322604 -4.52704536369262 -7.747273716674784 +6.098792607678207 -9.806041783146657 -8.234695478257034 +4.52202717975274 -7.514457630536681 -4.371612219085101 +-3.970849727723822 3.584924860770311 -4.387405038911103 +-1.4893657062691794 -5.649870729326084 1.7105996556021137 +2.372502854775307 -7.7766269258355765 -0.572058018236613 +-3.812485673124522 -2.924972917056313 2.261200141833523 +3.633444597111042 -4.009415904167985 -9.144743195750772 +-2.8415633451315547 -5.017742493480391 4.371908350017459 +-1.6317538642909284 -5.06729707687408 2.6382967501105687 +7.166375633360683 -5.554462617666397 -7.702377374872935 +2.339808302319983 3.5215398226718593 -13.7948591056975 +-7.721220606836337 3.0618810530203833 -2.836936596394468 +5.940998514569184 -4.536055418260549 -8.559705160518668 +-0.39892242397754263 0.19154232564933293 -6.0647825293901665 +5.160715791968949 -6.057708748659287 -6.320350783948873 +8.94404509355467 -7.710444282104296 -9.126111530730482 +2.5935544582459498 -4.420168245940393 -4.421932272254422 +1.372152764950446 -5.249268263488794 -3.106885045812677 +8.691344349595052 -6.7956339894527975 -9.515743962722926 +-3.970849727723822 3.584924860770311 -4.387405038911103 +-2.454569094928309 3.3467860312878397 -8.886324106830706 +-5.923213927449186 1.6442819962234703 -0.5331427257108878 +6.2484467298643445 -6.427433429212105 -7.488542266504132 +-0.9585346745339096 0.1423787501606455 -12.111767732585973 +7.287851634929489 -7.117696187884831 -6.9563944530855 +2.7816692285098066 -3.7585821882695645 -5.362908177604893 +9.404496746484273 -8.531374936323504 -7.231106604111905 +0.021013274335968113 -5.910734654241411 3.8711385984408517 +2.721680748191481 -7.337518467167133 -3.9718558374108706 +-0.9292442718666194 -2.5621856329903623 -1.124294782525938 +-2.16104153197001 -3.567594061627428 1.9713100565613275 +-3.5960527495841044 2.58537261124381 -1.554731983546832 +7.086823499788737 -6.7706633420015265 -6.470066994236008 +-4.4399685703663225 3.6829300660959303 -7.9906323469328235 +-4.520516124049984 0.45930499258242774 -3.652123825975879 +-1.0212165092156595 1.5262250193047766 -8.946355398604169 +-3.4441927993691825 -0.3839149073027244 -4.628348523032147 +-3.598406674411665 -3.4282493135392755 4.196293440924476 +-6.536217457938044 -2.750829322439559 2.2476600750088154 +-2.733966121948537 1.4097730914938102 -7.829858373717392 +-1.1993015410810108 -8.856069684075472 2.360719583626843 +-0.9977423076265575 -7.309863340710119 2.0628244304277317 +7.8538615086099695 -6.3372950485827495 -8.95232836624013 +-2.129545678192526 -4.452692970185396 1.3101739682291376 +7.209612631632023 -5.928066207395449 -6.405455370554597 +8.160874643903288 -5.47611061354271 -8.50288877828031 +-3.3579940427285466 2.419116712130081 -4.293274744405165 +-4.765343374670673 -0.30109695256664404 1.4400217957252706 +7.227362914237504 -9.062345177542428 -6.660606955369036 +-2.986306002792013 -3.3046589013331733 3.1767473300356093 +-3.758902977334383 3.1225967720508505 -8.241453057333878 +-0.9503776962588781 1.6208464427115468 -7.4159455148494375 +-4.184756371920132 2.982194254041045 -4.858186130907076 +2.6406985757338255 -2.1030397947408837 -11.793050486701704 +-3.420117709652831 -2.3542007127500613 3.610346785464656 +-4.156374495620036 2.336326775035211 -7.706084047811855 +-2.208698833556996 -5.317982904210749 4.266781191120216 +-5.497684075968688 1.0188204294954346 -3.834213189795572 +-0.0026010716722226768 -1.0639748973779848 -4.5870856213250635 +8.631385730395461 -6.009359682838871 -4.2223352199491995 +0.7355481653205056 -2.602391878184867 -5.095645328951188 +9.732386166491846 -8.811991128247016 -7.826993249591007 +-1.6355092491483076 -6.3570049305224 2.718715440556291 +-4.883825349678856 1.2415353653772998 -0.4152807210840461 +-7.351461974705036 2.2999959588630015 -3.7190590357824416 +10.061862777709532 -9.965322749705322 -4.395241465802165 +5.542420828652656 -5.324940442953682 -7.504115207777396 +4.512708403715315 -8.125292898380785 -3.515473037048009 +3.034059279658665 -8.940773231134193 0.45540115155962696 +-3.617607878883933 -2.6842429589566112 -3.9229737138119387 +-0.259356049554355 -5.715559656087272 0.3281715182842894 +-4.822618081481824 2.3183725710326843 -1.2950223189861791 +4.104774947261632 -5.441998445048339 -2.367841650207615 +-3.8549417473800744 1.218905122582421 -5.655594539403146 +-1.1392186500465442 -2.879469016067167 -1.293593005768974 +4.216868046089166 -3.857313666436098 -5.812884229217833 +-0.9895552130444343 -7.0641882766369255 4.986328140476431 +3.6512900094344305 -5.727677978887321 -7.769652176923527 +0.4700061806464435 -8.879076247580889 3.0102580971312998 +-2.3486589483350984 0.036161930442644596 -7.495451701760838 +-5.172570798485167 1.0073879731276314 -2.040243688837891 +-0.1331141042074313 0.3805634068008641 -8.679547667017502 +6.015214283221506 -5.497440038955293 -6.140337750885214 +5.378698656321025 -8.340893671784501 -6.832670264048965 +-4.023971440652296 2.055845005474855 -8.857126144184313 +6.04753753985196 -8.954345913383039 -4.97250071766562 +4.912945289077222 -6.873468530178554 -6.244504889483715 +-1.0644078385102114 -4.478158854223764 3.1948454295420827 +7.973226908010379 -4.885333927576335 -9.530523405216035 +1.8478432602965937 -4.26055686912212 -4.2767776267089435 +-2.120354950516848 -4.673867397277302 2.902843426350689 +3.0622915090793263 -5.068047414991922 -6.510788438799533 +2.469273752144293 -0.8958750493495571 -6.522901298520882 +-1.9188950359884878 -3.8034643001541046 3.366029276158419 +6.0145668270963695 -8.821998972156674 -4.69355008853013 +-3.0318666124361244 -4.654460853074702 2.471550104204003 +-2.9581100592001097 0.6015227556432685 -1.046931670053598 +3.375672496322627 -7.99645686820535 -1.6741165238946747 +-3.965698655309824 0.8828961755846461 -4.7216163359550585 +0.7493627642762262 -5.791529774199186 -1.222443353032022 +3.7730181121908792 -5.641007378515857 -5.184228597343669 +0.43110092863228805 -3.5428190887992703 -1.1976495795446398 +8.192757620236005 -2.6521717024790292 -11.76711156628793 +1.577328695712088 -7.226815932201836 -1.6970612213602536 +3.278771473443915 -6.536081543419713 -2.977053530556637 +-6.5854059347379685 0.30525567065270875 0.4711124712369165 +-2.4272168940687244 3.3184685756422594 -7.729528825285837 +-4.354575778958548 -3.986787773079737 2.6394973762323484 +5.062462699215831 -6.032407685948048 -7.761649450034887 +-3.1972806329912657 -4.597719574847769 3.9075980907174985 +-1.1647623663571358 0.9931221884717507 -5.762046233543555 +-1.6022854325229412 1.1077055880517115 -5.8649161690277785 +2.6819721749769747 -2.6697844435946436 -5.936452391194325 +4.743203567133038 -5.198653152001437 -6.911920444476296 +-4.358401488825529 -2.63784922761935 1.0555779727777008 +5.801395845585494 -7.814527943802881 -3.3944508997443963 +-3.8866030037803387 2.3995495065545462 -5.9894217638190295 +0.7569937626153422 -7.975758922207793 6.65672996056609 +-2.0655607085182335 -4.27775766804899 1.5230037712092195 +1.9540129920417821 -4.646983731820216 -6.001641616175619 +-0.11034272110095356 0.7795665969172187 -7.918398085796 +3.9188277981621122 -3.9838528678842557 -8.101232719899016 +-4.254407238449565 3.917670200820602 -4.854075065335214 +-1.057097413165147 0.6177126873745844 -10.505459498610312 +5.278023530304222 -3.5124106725046023 -9.662626457528063 +4.749592506987824 -3.3003635847891823 -8.299535165759258 +4.303041910189057 -4.127169994223836 -5.857112432761733 +2.453654454709537 -8.508218878111878 0.4255125711285585 +-3.051054763546662 1.349966775867176 -5.580402162782362 +1.5864739522172606 -7.379775552750963 2.4405032038042425 +5.928665537706008 -6.202855634451194 -5.524242078051047 +7.673268949904621 -3.347848337904903 -10.032571560786238 +7.935990935040744 -2.5082960478322516 -11.777305008823664 +2.955116477680755 -2.479530871464295 -8.00204200509297 +4.811296241020273 -6.1747203964109385 -6.0162896027440675 +-4.292779564585415 -3.7873525906724677 0.21686742674901976 +8.011884640482315 -3.7944751331298496 -14.18031333243282 +7.093873410253509 -4.596683061388302 -8.834855509862297 +-3.5704375007461593 -1.0514611873850717 1.6432781650003 +7.247960972690529 -4.761791668237428 -11.24296870635411 +-3.0080935022487902 -2.921432867475576 1.8526455049063744 +-2.3732517406406073 -9.23817863633001 4.148346404959657 +3.0910808618784977 -7.285710336127517 -3.236034478408459 +2.8959313081054043 -4.859896554472569 -1.0669071650113178 +-5.565682438873142 0.6563499050033967 -3.0911260452063893 +-3.431839166707639 3.016150786999538 -9.753356506621348 +-1.5025393670476381 1.335338492322685 -5.873261649245474 +1.4131767899767123 -4.235170683735462 0.23894472857110943 +3.423044976491933 -4.099118103608058 -4.540842310966336 +-4.829541990559344 -0.7729304489556186 -0.3494518446399595 +-3.158713611275906 -1.1299103280320932 0.901276431726336 +5.4829957818564194 -5.788073980430521 -7.8062003003518 +5.131951103833874 -1.730537266252707 -8.015079981255122 +-2.0059700543769066 2.4016109735468403 -7.568955622349366 +4.518802077442269 -6.217867559715136 -4.464352051153361 +-2.6634178733896086 1.5410452169173379 -5.157857044742759 +-5.565839799874198 -3.6535332260808975 4.245649213928385 +-2.361423602143021 0.6446607936487134 -5.022613321295517 +2.645337703432472 -5.507102013089886 -1.6591688516924117 +0.5280899746608271 -1.7001656701474115 -4.554429394810073 +-1.5241763757071443 1.474763125111445 -8.849284371945304 +8.930019412124828 -7.7422152005224 -10.544178425696796 +4.479309637426791 -5.4051667025197165 -6.756981840530232 +-1.0681415305530941 -5.626641366537458 2.8887713106163306 +-2.3713133449887316 -5.356936301846719 2.7117291602128724 +7.355064248094642 -7.253614607947545 -11.05210110902813 +8.874308632606947 -8.051595870621806 -5.935649448130982 +1.7459565470622769 -2.5711636066319508 -6.172728740664036 +3.0298808774234383 -1.9939872411840647 -6.8098136075038225 +0.833126292236629 1.1759439642323413 -8.740016800882602 +-1.6251413701147013 2.6535805132302075 -7.473361267265397 +-1.5371507013180916 2.8058707240522267 -8.699477538358648 +8.357881991408332 -9.1768644979432 -6.22122186127661 +-5.576056393999532 4.110147318276922 -3.072094384372241 +-3.8959765803248096 3.828726188275657 -6.857893546468561 +1.558386432388658 -3.7736242718287536 -2.4596213557558464 +1.3505285112811807 -5.055053538935522 -6.6061387737623205 +-6.703624445034114 0.46103354399173835 2.2848581020606913 +6.447248990077074 -6.617853641659501 -6.339643475161006 +-4.425585570087259 2.2626273675016586 -8.677937856314577 +-5.283690896204199 3.4399650337098784 -3.8158301139761943 +7.285755584763175 -5.98949342824281 -6.566470687895692 +-1.6463630471702158 -5.632376495241836 6.094779295909247 +3.466559840826417 -3.4550337356193435 -4.214013146284062 +-0.03505999011659644 -3.156075513082827 -1.7790302668954558 +-4.008987198911308 3.3797811354248726 -3.531079985027863 +-3.061375641651866 -7.984906820949128 5.080219630835108 +1.674157453502033 -4.868395386608968 -1.7940748006535305 +-0.2746580445510616 -7.89167618367201 3.317401865198542 +8.659176304066879 -7.948476045848943 -6.398965611280561 +-1.9728066666390358 1.2690452338466613 -1.6264893656308794 +3.237490678177895 -3.547731535987472 -8.966756061971154 +5.1090829898071215 -3.4760955460496437 -9.196480339680047 +-1.7100059251879949 -0.04152956317282186 -9.732311054660432 +5.289752890661639 -4.08836972273548 -5.840578975378323 +7.997272311301645 -5.853062694543741 -7.320469171458607 +5.621570281888471 -5.118482071772145 -8.740093648671808 +4.17630930437984 -1.5264214937216487 -10.856257717222032 +3.5600642702835743 -2.24712389309851 -7.924852119898453 +3.9698166046334737 -2.482479150726681 -5.786078778872332 +-1.2265722603063707 -5.455182578570766 0.10050182387818901 +-2.3814203206464732 1.6844732536147538 -3.9829053435751143 +-4.087082091016635 -5.37275887933216 1.668670013110276 +-1.0947349555020058 0.28363056638897266 -11.225860263305547 +-1.0039205580564015 1.015112321915593 -6.294927280011619 +-3.8746239619137803 2.2704835007405677 -4.378439830461037 +-2.493938447711698 -6.81256385592485 4.206889553535039 +-5.854180988086384 4.0045322077671095 -4.127133686993213 +5.456872744839482 -5.438634808706565 -8.388193495639213 +-5.210047941538035 -0.2046266925510718 -4.398591290063648 +-5.065926115694497 -4.564318707919964 3.611575853355237 +6.235615277699477 -8.786022954123496 -5.56267015529177 +3.3701352445245223 -1.3272386696766534 -5.351700523746888 +4.074057355450442 -3.499325486932126 -8.521909064746175 +0.8514620078316018 -2.5825497877507115 -11.158324446265329 +6.097928700057926 -6.2492282750226815 -9.414114970842178 +4.116816815670843 -3.768880119158779 -6.697106769883666 +-5.680383969937849 3.9177579311269772 -2.695547961700063 +-2.5333934383567107 1.0011414827375962 -1.9185769563789452 +-4.176260768415293 -2.989735105180421 1.1835115028464371 +-1.2537710145699181 -4.172451756423728 0.6712684432779115 +1.4200338946459905 -2.7570729206518956 -8.534248558682268 +-3.8840577836178056 -1.0619487580553795 3.3542856879492793 +5.0768458416150954 -4.595595231781008 -5.4730881363635655 +-0.13668647422228353 -4.955074707265408 -1.9144924827329188 +-1.80669677685786 0.3222796779418542 -3.119078861109959 +-6.7369588993844784 2.0859584179136625 -2.052292782668551 +-4.147466361548064 1.3530622830220098 -4.674872422233183 +-4.219720047603614 -3.8780430185713692 4.099106302733373 +-1.7649187357697498 -5.513673771274903 3.338448173597947 +5.746857471448406 -8.370941084309628 -4.717647921427918 +0.7695261328285814 -4.182891805014764 -4.510539006610053 +7.593268935073564 -7.205102942784652 -0.6918190287164676 +-0.5284311195567861 -4.263717042983408 3.4995895177159118 +7.600690101710554 -3.847253834668259 -7.96820130315132 +7.356074164623999 -7.258832038391885 -6.239565725512429 +-2.188053674538194 -3.8562240136765635 4.541301528709869 +0.8220005135948949 -6.682811117227285 2.0163893041337446 +4.97577347961058 -5.197248594416175 -7.221359017695996 +-1.5241763757071443 1.474763125111445 -8.849284371945304 +-4.842427511412262 1.40730969703802 -3.0241032298840134 +-3.1908058614556314 -5.964705798460152 3.933465453811573 +-6.413421557515632 0.9769872280266219 -1.6215536362359775 +8.25451811327974 -6.412029628848028 -9.58857709863522 +-7.488630140066415 2.7644484205893196 -1.710101486511751 +6.4523198292018 -7.8957264169342745 -8.004543702706142 +0.50274960122491 -8.42865611734126 3.553260119429899 +0.205037678147159 -4.793313413556409 2.634782171845678 +-1.5817928155187535 -3.766578499201626 3.701794505721142 +3.572585280052198 -1.2484738557968638 -9.899692667767896 +-2.2921614839343123 2.321083899344564 -7.081357926361993 +-2.549109106133091 -0.9023375358268391 -0.8501955064767437 +0.22582134352755978 3.334589594209703 -6.455915161484489 +-3.5366901288230537 2.392975825602318 -6.179550787979719 +-3.0742466961564707 -5.577995443105898 2.4783196133796355 +11.027174908863085 -8.002008005977778 -6.612448421372154 +6.458405417700316 -4.052924514897406 -12.159681563752343 +-4.2217521602605155 3.1967414174462245 -7.140272874846408 +-6.717309957972107 2.901407413883467 -3.8217815475074737 +-1.739636885671159 -3.730798769451027 2.913860402763022 +-5.349090138194713 2.9974551121227746 -4.229477466810211 +-1.7649187357697498 -5.513673771274903 3.338448173597947 +-5.1104006543141685 3.4078776311455794 -5.4571761973593755 +5.823015135894776 -3.8308545508544842 -9.195140947929303 +-5.28016827313841 1.2117521022999656 -4.304518544432414 +2.2054862441021283 -5.390353372150649 -2.84920381177377 +6.864848687903995 -4.650694065098031 -9.619242785268815 +-4.424898316905365 1.849881082406153 -7.723643667384725 +3.266847912241108 -7.107639149240686 -4.907058572940531 +-2.7765502668878543 -6.69374524724032 2.7468010204359636 +-0.12094502383068417 -5.171174421933745 4.436718385016501 +10.762675868749163 -7.6850601229417155 -5.350195324015013 +10.738255917528374 -9.902357685880116 -8.598371299494987 +9.92394261051074 -9.287191550992574 -7.694084959975205 +3.9587217973301905 -8.213339173429567 -1.9298153807669693 +-0.9835735427895342 -4.274416807374056 1.0177731568257855 +-7.0184523555280345 1.140665986115632 -0.772986817724437 +-6.6054631836489985 2.7350714149861775 -6.189087505312414 +-0.06950311136952192 1.3373436950494302 -10.288045385298597 +-2.305892854839789 -5.508738461761819 3.3274262031250617 +5.9768572566417 -3.467556524299432 -8.02045210195713 +2.5544252240902487 -6.687470674406473 -4.6570312773942195 +-2.111158219935038 2.5722821327974117 -7.881313017198575 +3.2520496726924435 -2.293167141732015 -8.297665305813183 +-1.95042667628636 -7.061799546765458 2.1659420832578973 +5.662462158494477 -6.854425386837979 -9.098037517469722 +-3.9430110681776087 -4.344715545770885 2.3368151057896553 +-3.6917697520109103 2.3012453137790176 -4.942239740742146 +2.5982477201704905 -7.516643886299468 -2.221644739568218 +-0.30846561585344867 -1.237471413521325 -3.994843918843945 +5.012195964334499 -3.294148432207024 -9.262551202982989 +3.050071877026432 -2.393075879115087 -10.927319285494482 +6.221776070205315 -4.716340545940433 -5.8399684610880485 +5.332317290309905 -5.5213319626923685 -5.431913154363904 +-1.5115204290725255 0.03810184147801321 -2.930569282169162 +5.381599751542534 -4.857958088218343 -5.892796535697006 +8.512128505018595 -3.5158591609842818 -10.528072584327523 +-2.7709122091447185 -5.7743446677587835 5.369797825618732 +-5.984524490886277 3.938566187115482 -1.466975953146617 +-3.7474445073808695 -3.3455453471797 1.4517295229068676 +5.187549623914291 -2.024444307821257 -7.092119363303544 +6.50301797165666 -5.99315817947257 -8.767769148601035 +2.295594877042807 -5.134007012492535 -4.565601385637055 +2.143506939705626 -2.916035148753821 -7.542551191839556 +2.1547002055014515 0.49741627354601947 -12.225234743652365 +3.6228089425925405 -3.7157791213974534 -5.900907785237421 +1.0262725237237322 -6.97824813412621 3.1490790945868303 +-2.2108926009088887 3.019131228148593 -9.641506127537058 +6.204496792806368 -4.46718104510842 -7.3504831489012625 +-4.862521892898908 2.2567545251705896 -6.399079149053001 +-1.3887653378339935 0.9311589846129689 -6.069578850110157 +7.678598869699379 -7.3419879466825995 -8.879434895088124 +-5.9891777157095625 -0.6956131205750151 0.954059857109097 +1.7333004147680975 -6.13369282050038 -5.61116348147737 +3.5661612494678017 -3.5853837490819322 -4.694702259476511 +-2.89862840885599 -5.5748121374282125 4.016756042316654 +5.3288408053960605 -4.146165098380827 -6.425256765267192 +-7.891769154525911 -1.4719823142175967 1.5235381694397205 +-1.4243052619158028 -5.469251312329821 2.6920392917180704 +7.552517508781603 -9.71169923787541 -5.402468884372694 +6.140334175242346 -7.137469544769999 -6.511008351400137 +5.305228026898943 -5.538779534503423 -7.781090772700096 +-1.4892001471067746 1.010439045017585 -2.7937118535514056 +5.8462178078726135 -3.732798975959497 -10.158101865837919 +-1.035617445965342 0.19248147936614357 -3.8027116832107484 +1.8559052779682867 -3.7320384459696267 -3.3354345748436525 +0.9172701223182191 -3.350107320034547 -3.8334933225042165 +-3.0613683881809313 0.557843504295477 -6.674326077396045 +0.6258557727949267 0.044169108648090205 -9.798971659128831 +8.554266063433055 -6.980259853252061 -5.2975624848362095 +-0.8550214793614743 -0.20706128690875802 -4.817170485306147 +-2.8381282593955364 -5.926769920082988 2.9039608060341844 +-2.1404457307840596 4.80770117389298 -7.103485457720821 +-0.7728876788893086 -2.5530877595512376 -2.456971073391422 +5.473154245899736 -6.758310588809232 -6.1379635595339135 +-4.37996244926652 3.67459845528224 -5.726266759737656 +-3.8696455482278775 -2.1096753685351444 1.0571320546359173 +0.7845875568582088 -3.7414129528911033 -2.357955356595426 +-4.83641471379312 2.2155368219808818 -1.9988484952764323 +0.6765670932375293 2.2001525328807254 -9.47387439858975 +6.4467753537932015 -1.8152443751346397 -11.457499907872124 +-2.9490017743587353 -1.5956388731085818 1.3668162623417461 +0.6056859603264986 -4.456202870071631 2.6849652287749346 +-4.294229784879967 0.43304930617483395 -0.18951984526877685 +6.955063832348312 -5.960100503326192 -6.694461111338784 +2.4604210524271357 -7.094969238864051 -5.501021914253755 +-2.251167691564757 3.875574644920567 -5.725531400801312 +-5.011302389090308 3.0145334621669466 -3.2138990013121362 +3.467930823735521 -5.378228674657299 -2.091134263782296 +-3.316340625362809 -7.492535907433641 5.653471040449185 +0.3258624313862324 -1.5801649004980942 -4.124598686314056 +-3.890912558600884 -0.26938977154307375 1.4126946455500333 +-5.263377384833386 -0.48202259402715786 0.8564414577556181 +5.821232091149302 -5.417278570255578 -6.62815769320018 +-8.4375904967375 3.02040613909801 -3.038646835033221 +9.445539418332444 -8.590969204819688 -8.648172399725919 +10.070407027365459 -9.38910503829315 -10.092022697383442 +6.116925529717198 -4.8706382134697 -7.853848209914926 +-2.313712206120526 -3.6830754158009147 2.131701650134055 +-1.8142034820977617 0.6657143396150169 -1.2884433660317292 +-4.720701791823496 2.0983562104448588 -4.2024858793252315 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVR_DUAL_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVR_DUAL_bias_-1 new file mode 100644 index 0000000..7504463 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVR_DUAL_bias_-1 @@ -0,0 +1,1186 @@ +3.257649768092463 +2.172493598542706 +2.1188602974010484 +2.3944514836644712 +2.916303547879233 +0.7387135479462312 +3.10557975290355 +1.2824056779274087 +1.8495730228079315 +1.0907712043441788 +2.7486145635828896 +2.603222503908373 +2.676256932689028 +3.9115519222073853 +1.1136490440304823 +3.4377500988005445 +1.721017910854805 +2.778622706708674 +2.4137230070606686 +1.4494726375326474 +2.381002267002096 +3.483272788713279 +1.2830186495303788 +1.001412444563882 +3.178649100819776 +3.3130996923880947 +2.497344205244354 +2.2271146863917313 +3.0435600950902684 +3.2541742502365922 +3.0363822383943715 +1.6272403434057716 +2.1948696532397016 +2.0878316215054724 +1.0573030531108807 +2.763188610582061 +3.38714753553419 +1.7447850342461597 +2.9515748332643295 +2.7226033501116236 +1.98642903535058 +2.155090397337583 +2.434792177832479 +1.2086040038523302 +1.2197684577662065 +1.6911837622207322 +1.4933810090820945 +1.1458808864567391 +2.6343349356936585 +1.6731012717765277 +0.4643973534713642 +1.4404253086276737 +2.5620041849183854 +2.2755165111448874 +1.1894335312401476 +1.0528317558413964 +3.0501531820504066 +2.760373452545967 +3.2385532659079392 +2.4408137783333164 +1.5524488654104323 +2.9179263177140355 +2.2610427259666954 +2.2721502522098858 +1.3223085760763618 +3.0495481222145013 +2.1935890974418943 +2.1794068498817243 +0.6386886668628075 +1.4510341029132197 +2.5452272249115864 +2.5986164906748956 +2.8179195149310248 +2.7063418229597564 +3.3100110423261464 +0.7819586028194936 +1.610868847663499 +1.5174654154575438 +1.2030368985921316 +1.102758845105371 +1.998933271959152 +2.4740188297745127 +2.3366656530868903 +1.159557142646213 +2.870338979271068 +2.901135224060679 +0.9595693961465808 +1.5103957921371112 +2.7659462254218843 +1.6435305900080535 +2.1782540364066527 +2.71601385982256 +1.348675730639036 +2.277720765000799 +2.6449960718402594 +1.2219469284978133 +2.460282784464757 +4.05740730693177 +1.8139569428244071 +1.1686059954717887 +2.89314451226148 +2.5989137405262897 +2.446662469232815 +2.4753344051911146 +1.550299013448263 +1.4940308233533044 +1.1652715643751876 +1.7915383661444464 +3.382291783465953 +2.3115805009890167 +2.7992842205559705 +1.1196317893429502 +2.8785121454906064 +3.0258869302083315 +1.6837158211371757 +2.518632818942514 +1.956216437905618 +0.7921653393649479 +2.5157670858075316 +2.260029627703255 +1.1062740785749698 +1.7803271612693181 +0.6498729303891105 +2.3830388773899003 +0.39067367597300273 +1.821436259924803 +2.34296758944199 +1.4454994288117449 +2.233968373890183 +0.551601531036932 +2.4087471374043927 +2.812467425548962 +1.9737902160453265 +1.8527057316605258 +1.733873648315557 +1.6394089528636622 +3.1310840883195623 +2.5058835214815502 +1.978264241857375 +2.68925273304072 +1.632623772965529 +1.7974512087972832 +2.1393182571559617 +3.4690367513443623 +1.3401456933364748 +0.5209485631687147 +0.5247539083445856 +2.8360302300371116 +1.4639226848428033 +2.2033826864723114 +2.6639409414880153 +0.6062753444290521 +3.067923625202651 +2.045094697404415 +1.4878055059841226 +3.205401540949525 +1.8526057899666817 +1.7877923197144598 +1.8185810617313705 +2.6588195314314422 +1.2917539336019412 +1.856136220507922 +2.889997824753114 +2.6342185697355394 +1.9575890826808509 +3.424079139715499 +1.8182218472011078 +2.2093248423639724 +3.7152330768788815 +3.3369788885569656 +2.453267452155952 +1.6603118622458963 +1.9879648290704912 +3.3284206520319817 +2.700370627982262 +1.3642262231824838 +1.7825863921495158 +3.167106807263821 +2.7424037886983097 +2.46464650303695 +1.7182972653607855 +1.4724722879434604 +1.1761996162277801 +2.616762632103019 +2.3373132022815755 +1.5287800352385026 +2.3405157478596115 +1.3045170709343878 +1.9096281157044501 +1.5581114938493479 +2.293444623102218 +1.860599851978278 +2.088735885771512 +0.6650680690863117 +0.9104221531734203 +2.488125939057516 +2.6488473042699425 +1.3178657151661897 +3.546158164718214 +2.8400231133403775 +2.7887266848007473 +2.2110344501690786 +1.9047275548299172 +0.848875608825124 +0.7917297889513045 +1.3992481217430266 +1.9328609795307188 +2.5318318768954065 +1.5071509498460534 +3.195555975907811 +3.0049353972891844 +1.2092211450713664 +1.1497925125755395 +2.560764578197986 +1.8895753412617364 +2.7676604836311345 +2.4632554634850576 +1.2169776675925459 +2.168716883791513 +1.8816668941290107 +2.5461010968531093 +3.256477305965068 +1.576932531607846 +3.3391277435244264 +2.4610751874791155 +3.0795576383551233 +1.0991983578789966 +2.2216230946805533 +2.906535566198226 +3.26618955123086 +1.4332546798350068 +2.753453358759983 +2.0002821714152472 +2.999122443244935 +2.302605398059108 +0.5351818185319948 +1.2490516565027114 +2.1924891151994865 +1.4533931782397511 +1.627615083991152 +2.485177241142864 +2.49824273134057 +1.8966743546730895 +1.6665195483893334 +1.8353366241209719 +1.1253328037532355 +3.5384486774994377 +3.089956853877494 +2.387637468104403 +1.6482763304137966 +2.3200551638737816 +2.9950103057169657 +1.8225262387343348 +2.0777585202265776 +1.3002955928784954 +3.2430483239074643 +1.3445656215253992 +1.6825715367535292 +2.6322466586956503 +1.4778970022448683 +2.617320677598605 +1.8354618063241435 +0.8732533684727957 +3.432147832125603 +1.3702960855114745 +0.7646576100308898 +0.7962244625329534 +1.5231857179178947 +1.6751994571375088 +2.5038502311451514 +1.477880612311029 +2.097678620015237 +2.7261125274119924 +3.2277918441231206 +1.9457685109576472 +1.864600042327738 +3.5933748239780634 +2.9066913154825094 +1.692009725118378 +1.0899980101333198 +2.894904894405876 +1.1060126937225772 +1.397059559922235 +2.401765125308333 +1.8137481987796271 +1.983982436856052 +2.4940436057454676 +1.5504702499559182 +2.523834462496396 +3.0380869651927243 +1.0970956466066595 +3.2355278724922134 +3.5412973017651583 +2.214383518411706 +3.4186461243248245 +2.9365885237647613 +1.454202918455037 +2.939217899702344 +2.7318927742532253 +2.96560104981836 +2.280620786248404 +2.6934033579850913 +2.639918157909956 +2.0713312687124805 +2.2653091995146886 +0.9635467436108403 +1.942986305645738 +2.789433914214309 +2.559421872971295 +1.7944212486819315 +3.294887792710356 +1.7732999675002055 +1.8212318689723639 +3.0777978560590453 +1.4243071034441925 +1.9998038646036655 +3.31346934801644 +1.7517952366138767 +1.7182972653607855 +2.093407158413809 +1.8956905199320175 +1.7877923197144598 +2.41476683197875 +2.2041956686453386 +1.0220753580451338 +2.2920470996590585 +1.9989140026616286 +1.4695310349083255 +2.3511908691826187 +1.1686613270101331 +1.2341059095248579 +1.5890812066627715 +0.8702271591611965 +2.0671775873555323 +2.3870177867190785 +3.0936804160432176 +2.7452025275689484 +1.9396425835853193 +2.9462091746888275 +2.6588195314314422 +1.773335755012322 +0.9104221531734203 +2.254220278492003 +2.183518351548437 +1.02797250398847 +1.063591920546541 +1.6487459650484317 +1.7986213727287632 +2.494329822229149 +2.123330816259568 +2.0590044803860597 +2.8888696806943965 +2.609566243060078 +0.6359750615522177 +1.4990383524488533 +1.631286365716927 +0.8417462018373945 +1.080048314962384 +0.7072822196522758 +2.99087528016294 +0.9789711915088943 +3.3947604981587713 +1.0417974891387667 +1.0560553659297927 +2.5554452960887932 +1.8266825710839054 +3.293323755824786 +2.8019001330737843 +1.4918952653135358 +1.4828162945354049 +0.5209485631687147 +3.251810222320286 +3.5630332861340266 +2.7561000024600553 +3.3437491138727413 +2.3809174338486043 +2.356859089174183 +1.5113233148330671 +0.7437650418463322 +3.2140839535779238 +2.451869740987063 +2.4417118559989555 +1.1571857039861768 +2.5465274945422904 +3.0664302100410072 +2.5771916852113748 +1.7925388392119437 +2.634374364967857 +2.107398941626355 +2.1547574849578774 +1.21753786886297 +2.40197492864025 +2.0264690901645306 +2.8072329315004 +2.592632819412153 +3.3044336742888465 +1.9367220796208773 +3.0520904550542394 +3.4743715345694075 +1.9268129741671143 +1.744939403684355 +3.0056205935668117 +2.534614973495444 +1.8882949536711804 +2.3197277474516227 +1.1319378782068779 +3.0702302817980613 +2.810489214363761 +1.734081434775285 +1.6013246360362878 +2.8315972017212983 +1.2781026160819975 +2.2791892734386128 +1.9976821869338581 +1.7659252207519731 +1.3847009100631131 +3.0197984178568236 +2.282903290960367 +0.8623161874807501 +1.954151698435035 +2.463543606052311 +2.9043318220321765 +1.201774178782558 +1.3482065619773809 +1.282054069796258 +3.243642897542921 +0.2770112015029093 +1.1371877906327943 +0.7699523541101008 +2.8554260622963867 +1.7090755936040576 +3.2866475367352135 +1.7019186679036953 +0.4260507127829125 +0.9802801370517527 +2.1598346909421995 +1.1824266092391107 +2.388426133995964 +0.8317674333080873 +1.0541484101504692 +1.3817382108404237 +1.0798101968962426 +3.8972165918821835 +0.8017376124810243 +0.9902023950102263 +4.053883234931333 +2.8120936072665694 +1.0775757878289296 +2.605796220997833 +1.63725028914216 +2.3244048726739193 +2.4593390243725475 +0.9272314996421811 +2.5752431448377937 +2.3842396594668602 +2.3682254874680586 +2.869000771630637 +2.3690735759923234 +3.5601359453327532 +3.1714965800090438 +1.5589626760748205 +3.019598365770455 +2.711324471169734 +3.127389067723975 +1.957219253508937 +3.2877308927109468 +1.0608380113126499 +1.1060126937225772 +2.2653091995146886 +2.061520596296911 +0.8989228192639896 +0.6374315228657675 +1.4232280229563081 +0.8231610730778129 +2.0228176790581154 +2.58844856546757 +3.026656221164499 +1.4225269141188006 +2.2740007235889115 +1.9493222973346 +3.473275939497867 +2.0209164537865285 +2.3217893097554776 +2.484542579725883 +3.0590513955502594 +1.2779549529151968 +1.2768849369746116 +1.470114072198949 +3.5129979135348117 +3.7015304581232233 +2.816871909357498 +1.8707040727007076 +2.0458308862908705 +1.6789839708594756 +1.6027147659010403 +1.680187244178563 +1.9180910684707042 +1.4796739285605585 +1.1825186046163407 +2.8793972127791934 +3.082352888528763 +2.441747346918944 +1.5005768349416946 +2.3368366146059802 +3.4924199602667247 +2.4834641734637026 +1.7633734142641635 +2.912382475450471 +2.3070586788866616 +3.158594097914272 +2.7616684549129973 +0.913968270615457 +2.7753530703389244 +0.7288560521187368 +2.6792139286693013 +2.597778131780954 +2.6999365162287896 +2.1814239377237588 +1.5624830286461031 +3.7076669942917 +0.9273568927369008 +1.2834999776993028 +1.3031519777450757 +3.336622987584098 +1.2271103369008125 +3.0214926573928906 +1.4099233136416858 +2.8918454658323838 +1.8714031668516076 +2.24826099680834 +3.066097395364561 +1.1241047490547356 +2.658308106109273 +2.724969811098989 +2.2578623339844013 +1.3903076478516248 +2.3191942255335825 +2.3473719696832007 +2.291994122330408 +0.5687709134639267 +2.269455116546246 +1.209825513070007 +2.6105447125724335 +2.0120395611522337 +2.722749918712749 +1.63725028914216 +1.717616347975692 +2.485457473108307 +2.4711263175348175 +1.6392357641835713 +2.2612404164390933 +3.4417214208743676 +3.709109344202524 +2.0883331292934457 +1.60570379964435 +0.7754821343140785 +2.3497719098138687 +3.184908767065574 +1.2018623875846426 +2.0670462039502397 +2.1824040024106734 +1.1873490352350762 +2.1188602974010484 +1.659660060639012 +2.7565158262418894 +2.218147595994444 +2.658653290811019 +0.9309577777150928 +3.086654675291785 +2.600752106047923 +2.0183883709415036 +2.9200022550488436 +1.7938003109096572 +1.7182972653607855 +2.33752958609956 +1.7194487595671146 +3.0352346504785284 +1.7090755936040576 +1.9304473334723027 +2.560205646446952 +0.9437061106114657 +2.8944144273928227 +3.3481972295891667 +2.6800983458875045 +3.2007046201964493 +0.9674797398439108 +1.967365522207116 +1.2351151359168573 +3.0050873761002848 +1.5154122509308234 +2.4909433945174726 +2.1103111277452227 +1.9591327576844386 +2.554942695146595 +1.5695369350111614 +1.6123635228332744 +1.5745586234068256 +3.12908615856586 +2.335917967361314 +1.5775902051316342 +1.4294043762693558 +2.1868741858697454 +2.5216015483794108 +2.3073252013700127 +2.231103436438964 +3.0054211711096843 +2.419482328490421 +1.9681593873722922 +2.3051249946565573 +0.6022056883804805 +3.371409085588125 +1.8165669409804086 +3.338436089666156 +1.3903626272541552 +2.9278557453575065 +0.775348443445525 +2.8122206253245885 +0.8116699486051566 +3.8663208039626777 +2.123560608682748 +1.28460457136624 +3.113144817603261 +0.9982813916274005 +2.2310536563700043 +2.431193915919255 +1.7915383661444464 +2.505893639295312 +2.5288406136119277 +2.5210829885700883 +2.518599874757532 +2.985779896962484 +1.6345793213309177 +0.7699523541101008 +2.43127810920806 +2.376135736004784 +2.4332774980481875 +1.354143185373819 +0.8979897703371933 +2.1153987604502835 +2.480325386360519 +2.0406525627190484 +3.130354568352232 +2.559394121848163 +0.6803056925022095 +3.320014631321234 +1.3913587517178228 +2.4312696997392513 +3.1821984449612657 +2.4516022892274805 +1.283378416279021 +2.3449016566525263 +3.3854209692254247 +3.759470923973611 +3.0848002405000723 +1.022851723832822 +0.6346805516620544 +2.5034341482909825 +3.174858278035403 +1.3296574084193584 +2.3809629103674235 +2.6032578262292114 +2.4206321615345043 +2.432625598228778 +2.9573551422283963 +2.708027706763474 +2.504398154824413 +1.8959015617794384 +3.243773960867184 +2.7936270077491367 +3.066127847157616 +2.717252846707977 +2.911212251324377 +1.8929135223623075 +2.5381167762287933 +1.5575808166045324 +3.2130803741546954 +2.8371800460060133 +1.1780155552685816 +2.9013433742542207 +1.1057291676648127 +2.4912835146023817 +3.1087132506451365 +2.939785056652542 +3.0776011582336467 +2.1744853785820046 +2.66200063187668 +2.869502161696693 +2.454327678858142 +1.1018144682661033 +3.309369855712305 +1.4113702430774517 +2.5651349045164014 +1.9040166938415306 +1.6501823770567503 +1.3972301546557764 +3.044969705243784 +2.454244254515955 +2.895417616766058 +2.7828964116019836 +2.9742321068594473 +1.693859034710485 +1.6805789202998325 +1.5053495173274978 +1.540698065770293 +1.1666959388609948 +2.6362282384514 +1.221687530153581 +2.587536569348504 +2.8451339913787863 +3.4986310953706603 +2.955827291044508 +1.093137467475837 +2.3147985931363766 +2.136918207314559 +2.368318350722325 +2.617244490180954 +3.9207904113399064 +1.7011797213368787 +1.2978605282896702 +3.638753843696897 +3.0282807494512824 +0.985633806923997 +1.63725028914216 +1.8981448072462535 +2.2103582275580704 +2.3567888148862255 +0.48973242181244525 +3.1855307316042043 +1.8429548743383553 +1.8183175800314948 +1.406223629075205 +1.2899246873870052 +1.624273719497727 +1.3626380360857717 +1.6342065403611796 +2.703639762904736 +2.0687343530896363 +1.7020532375000543 +1.3127793915164072 +1.2047441858759846 +2.170775641909824 +1.5916562795535918 +3.638187970193678 +3.306700582951061 +0.34146507441545815 +2.428286687654441 +2.7729786119926816 +3.362887926328399 +2.2990004290355115 +2.193713820239392 +2.1145622667928716 +2.8329350063090843 +1.7718382065201987 +2.382161072034617 +0.7699195653090819 +2.1372629413588076 +1.901861039708359 +0.9802801370517527 +2.1903027162581674 +2.766524340155104 +2.039837459355623 +1.960458936253634 +2.5797309215695097 +1.9223197695491756 +2.3492609906391397 +2.3406687314729497 +2.543082778508426 +0.8835931576476473 +2.837012675508041 +2.6745437849685603 +2.086958066491034 +2.0098883407362127 +1.8674715375226818 +2.8139324157815793 +0.08046767971020057 +1.1346863431919167 +1.140498192791859 +1.15110982679542 +2.3945178269400915 +3.7866052503949574 +1.6796510976185228 +2.7994356127641735 +1.6406936085392578 +1.5569046534927913 +1.0764030914886349 +3.2992649409944033 +1.6332090747178278 +2.647350940939343 +1.0970956466066595 +0.9991455867727037 +1.8839195918541418 +2.871757383396679 +1.6260554849486353 +2.8927959074761516 +2.087465392257568 +1.3967717298338846 +1.075025155209799 +1.9582259411601695 +1.5381114363310606 +2.098454407674625 +3.2532938216640668 +1.7493879777458592 +2.872327122509319 +1.3702960855114745 +0.9078967082950836 +1.4351965750905873 +1.2140082321010124 +2.487319172789832 +2.369733970482099 +1.7825564047292621 +0.6254495840551806 +2.420897286745838 +1.8838942716610687 +1.0306462245258496 +0.7866348459452885 +0.3347759539511715 +1.8681464398360734 +1.8559905109011943 +3.2999765161901475 +2.166500107997257 +0.8104687988240584 +2.122641250466528 +0.6022056883804805 +2.7092018838980563 +2.7851259871806726 +2.8946857785670184 +2.966461030225268 +-0.2372732292761981 +2.0632204293657654 +1.4703233967236877 +1.8944460932831917 +2.4901411565474465 +2.1282523093934653 +1.8423931137638767 +3.003075540912934 +1.2307001196332246 +1.1093679886905436 +2.4040421894430075 +1.3842278540910227 +2.828428978958069 +3.125085193863668 +2.5117205845091366 +2.5646880883769194 +3.2933091003823063 +-0.2372732292761981 +1.206514264583747 +1.2280139014844973 +2.6334275093638175 +1.9114325997249884 +3.3096097845716557 +2.477028733725846 +3.9652137909981637 +2.354836634253336 +2.280287068678858 +1.2757435386403893 +2.0588863361351804 +1.513741068357369 +2.886817782193782 +1.4258061056649487 +1.6134245614073532 +1.676657108141247 +1.3402281687347115 +1.876215730529846 +1.7844241952360078 +1.3840349747383078 +2.7744407587973097 +2.4357816137776256 +3.5308795717880384 +2.138943752494062 +3.060248552795565 +3.225534509641962 +1.4466840902894402 +1.0247482374395966 +3.3229901332522704 +1.8211002477024456 +0.9108229552032546 +1.6122480602727935 +0.9835318838071628 +2.5230298528969244 +1.6224227991869602 +1.7408730987482248 +2.0950224748666755 +0.7419028282205795 +2.101737113458378 +3.1229011763450174 +1.6187871565217329 +3.3310974381834106 +2.1985088399307395 +1.2230158135814204 +1.1551420492545859 +3.5375036374003264 +2.593314154347059 +2.9557687893580766 +2.988733507714328 +2.0075475496060395 +2.689702467927588 +0.9315766974020402 +3.078411001134536 +0.8362412914704804 +2.6182047794603944 +2.1440503915158646 +2.6588195314314422 +2.2829320518052034 +2.3240470410361187 +1.9282988528394966 +0.7584207410124244 +1.7910063693349878 +2.6439361694132404 +3.436297326683149 +1.0206681929620884 +3.0151433715569333 +3.0870279309072632 +1.5901587762157041 +2.5503464472162767 +2.717252846707977 +2.0850050724798157 +2.8061272938991646 +2.0846045371432416 +1.8215520016181286 +3.3287312904532684 +1.7915383661444464 +1.3606578298837881 +2.9931091329611856 +0.9640323179394946 +2.7550028315016424 +2.4746017205696607 +2.178847112372886 +2.526864468732418 +2.469335971917361 +2.650508197363222 +0.9961089368602968 +1.1161713385419127 +2.0063766777340675 +2.6894897830335047 +2.466088995228928 +1.4728644224765357 +1.6959574138213473 +1.758616554649022 +2.4439085151024704 +1.8378716891839113 +2.899945179623112 +1.3232945695523723 +2.018588381499486 +1.9573723706213246 +2.829279679209201 +1.548485312354173 +2.925140301238086 +1.0746303251158444 +1.7158126380883258 +2.388734900089237 +2.3892378467768407 +2.2539495428731464 +2.4095851127970556 +1.1379578881460017 +2.566570267959042 +2.999851305988991 +2.614634963335068 +2.095862514501681 +2.25471464037755 +3.0338631449210816 +1.5575808166045324 +3.3468100930630422 +2.5501127779747197 +1.821436259924803 +2.8236301245322566 +1.8275431534072124 +2.472393134580304 +2.75397641752972 +2.4883740048794576 +1.1639159640138637 +0.8707214742074806 +1.5898384394599914 +2.762987715529582 +2.2814630037878407 +1.0875733429249295 +1.02099572057986 +2.5746352614641026 +1.5905135145397737 +0.8523086563104206 +2.300010194956666 +1.0312016519387426 +1.8303928762187711 +2.006144893496594 +2.930893294566404 +2.5047896801243743 +0.9598966781771957 +3.16900775854778 +2.0968763944458493 +2.0942192548906298 +1.9441857294945284 +3.308371998147984 +4.177107573438939 +2.5655281570775266 +2.5743536720214175 +1.7432565462124179 +1.612365058984957 +1.7578621132863603 +3.7209377375312984 +0.848897702684374 +0.9959069897755974 +1.783093158508126 +2.1704774006811585 +1.3352573682763302 +2.884342864097845 +0.8951311108248112 +0.7356532684582446 +2.9011774176624385 +2.008531623101555 +2.2838248901472316 +2.127865852833815 +1.2867952132585256 +2.009191536304456 +1.95383429707481 +2.390658171534148 +3.6354764878778316 +1.3754898238808528 +2.4537040081950643 +2.104902954123411 +1.7517952366138767 +2.9598709105811287 +2.921835390705559 +2.9520134340758144 +2.3918185950510864 +2.433336669624811 +2.5857492885192173 +2.4281768721409085 +1.5569685291526476 +1.638264515960507 +1.939448668050928 +1.9457685109576472 +1.7045888647165492 +1.8718350811352618 +0.6884651261396705 +3.274419361316304 +1.5185352812805493 +1.7852135079629294 +2.9536743270667305 +1.561241128417338 +2.4773774234417747 +2.334349683014542 +2.8144108234974214 +2.2271649537657 +0.7968597326451365 +1.1686613270101331 +1.832487554600196 +2.2726391717095202 +2.5112200237524256 +1.2938550880213797 +3.325718420996565 +2.229730534347247 +1.7683828488479159 +0.8804974147868315 +1.2237729447410481 +1.8292869094904114 +2.1783734828232366 +3.2787929518210066 +2.3754856435931537 +3.4656377738610225 +1.8538822717974763 +3.0168101439350337 +3.1917876133959835 +1.8741097779850229 +2.1319968439271433 +2.610145684569456 +0.9598966781771957 +1.197632880446299 +2.4093817716184427 +0.7805527853730554 +2.548847089510446 +1.1479271166999132 +3.3706771240767175 +2.294621060698005 +2.2902561351802087 +1.8685604212514733 +1.6607323732679928 +0.7699523541101008 +1.599179355396874 +1.1695674337328525 +1.147740467740906 +2.1408269009339747 +3.4357182456165942 +2.7642410790739484 +1.159496476259562 +1.0377843073104007 +1.5693849332780103 +1.4317230185178473 +2.1783734828232366 +0.7229620826495841 +2.628742353655155 +1.1989135709034775 +1.5769602773945774 +2.84915103399867 +1.0512136439621615 +2.3388227489263826 +2.6373407535392235 +2.0441339273664263 +3.3780538209753335 +3.713913195743942 +2.645047106340779 +2.938167902245985 +2.0233462840531393 +1.1870153672505386 +1.183723544736902 +1.131719182673076 +2.061244179785253 +2.8496010507395746 +3.08472300390211 +1.7834273952995354 +1.8024900301199762 +2.605981218261639 +3.307563323916165 +2.1012853722866462 +1.1971550899447854 +3.1219757930571093 +1.5008832747500136 +2.6272642398365105 +2.3958978898200556 +2.2727702826918446 +3.2355014351988434 +2.0159732336265845 +3.189837891844963 +2.5984907262025967 +2.2134842117322413 +0.7088493887405225 +1.955134126890797 +2.5247194369988537 +3.2182887060271668 +2.676343206578059 +2.161268566581074 +1.7149688327615913 +2.336292429581718 +2.5965975894870787 +1.4461652289933515 +2.596131820653043 +1.3923542711894878 +1.745164563826522 +3.399499732356099 +1.6487791753373673 +2.4679298821433813 +2.2511357235136153 +1.9474656281437588 +2.7517997973462274 +1.4243078351622582 +1.8480951489162782 +2.7539942071010874 +2.8289322976458156 +2.737196473506772 +1.077022389175027 +2.2184084910011053 +1.3462281742901894 +2.242396633472474 +2.4689691801242475 +1.4202846352692688 +2.1535767807075485 +2.7143549411455212 +1.6817853895965857 +2.1935575757975636 +1.0388827189773615 +2.3183432954546026 +3.4807856302490907 +1.1767571658290414 +1.7150345628382744 +2.348673406634759 +1.3204983620108708 +1.6359889171313713 +2.2097411867336496 +1.2598914387085127 +2.0097003293058546 +1.499390950626581 +3.077730596421598 +2.1428338074872304 +0.922022854059727 +1.1306479737806427 +2.292243698427786 +2.2427205661356453 +1.7910882616461987 +1.1957291782470236 +1.5408753020303008 +3.2149205798385885 +0.7636950642781435 +3.84829125450868 +4.0495889054656145 +2.7381095462388494 +1.8215980862299606 +1.3742321359556755 +1.161255918845886 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVR_DUAL_bias_1 b/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVR_DUAL_bias_1 new file mode 100644 index 0000000..11beaa1 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L1LOSS_SVR_DUAL_bias_1 @@ -0,0 +1,1186 @@ +3.0845751770371335 +2.0530598755953506 +2.3670174205250887 +2.4573778533581376 +2.819122872574837 +1.1924509231315568 +2.829533190781751 +1.6365025533823252 +2.1664585991184695 +1.3660274310176097 +2.3681231454507716 +2.737641868472184 +2.8395942454272336 +3.2981891987866137 +1.0774749621581237 +3.472094561804866 +1.4932894302663915 +2.2972629589765226 +2.6709843433223055 +1.8787813693479352 +2.320458725654575 +3.1418333926037265 +1.5806404113587014 +1.4069914513062345 +2.5873887507592395 +3.3632418764906924 +2.6468408123824503 +1.9496760484059155 +3.246727178955781 +3.1953802886561213 +3.3789527751245987 +1.3502961081486162 +2.183125619063128 +2.0622136760010332 +1.190311206050064 +3.6683777390758543 +3.055300034371819 +2.5277375505570396 +2.77560518522733 +3.1228403695696763 +1.87695763077946 +2.265094942181772 +2.3562178928649886 +1.0129988969543833 +1.0851986839869774 +1.559257945957299 +1.4954189481807845 +1.0772124969141161 +2.657689161005755 +1.493373829887351 +0.8492519411725734 +1.4062757574738334 +2.9334363639853165 +2.4957002064785483 +1.2040426566645592 +1.1607034058222405 +2.946747086362049 +2.944731084739686 +3.1550087773942996 +2.578916995191969 +1.42210931010724 +3.1829735017827803 +2.7848313409669823 +2.9108212246442298 +1.7858394619831526 +3.012649023563751 +2.1437768637244723 +2.204396306921062 +0.7065942070986049 +1.4333719915626402 +2.696750354768368 +2.8345869574941953 +2.892936835048146 +2.6101664241205427 +3.431304058264846 +0.7952907510318914 +2.432612127447474 +1.97330024474069 +1.1764660760010288 +1.2950997143804794 +1.8298026518640276 +2.8911113152791033 +2.5926697382144956 +1.2711784457579611 +2.8700277248082586 +2.8051086429522156 +0.9072621370829073 +1.5746497185844535 +2.5162356096968206 +2.180773807028152 +2.063897913950621 +2.463531451234559 +1.9885538544807906 +2.4660949998359087 +2.8391887677116796 +1.4868968499877884 +2.334824613376709 +2.9603418685217084 +2.049796573910131 +1.2989897416194782 +3.0149840561084664 +2.590746514089824 +2.3339471310546385 +2.736162853056675 +1.2983964633998097 +1.5025570089667186 +1.0066823948215646 +1.7639655517638697 +3.2756497546652765 +2.2775072112928747 +2.7771176442668186 +1.2334589768593673 +3.2373217815609094 +2.96589635002739 +1.3580027352294326 +2.4479090673698543 +2.5146381386549983 +1.210993090951689 +2.431013410293021 +2.0995796914475475 +1.045767172109004 +1.9611047914981423 +0.7355448305148422 +1.9675557443661411 +0.6212046631988768 +1.8185884909178278 +2.3478929576917595 +1.5859249323033833 +1.6981642322884605 +0.5832243912676875 +2.7363246327562827 +3.0079571540465926 +2.0873390174901307 +2.2974289170912843 +1.4860030701072984 +1.9487501297687806 +2.816490891265184 +2.44374222832187 +2.6607726500865514 +2.813452449387736 +1.465968533434758 +2.0654539865728454 +1.6562615386923225 +3.9456536041578048 +1.7251194977068025 +1.2033208599417642 +0.7413209521039024 +2.9132879021425397 +1.8433524272035455 +2.1913104079460264 +2.6686485125698445 +1.1936388605566373 +2.970066370608249 +1.7911865471761184 +1.3833353200889045 +2.9024098431389067 +1.610085787337637 +1.680979295480361 +2.5207402971535173 +2.2550171910459413 +1.4962864333341288 +1.7424838592204366 +3.302182919023057 +2.603276485004472 +1.4105282379961226 +3.16075117930429 +2.051169592437151 +2.0235102811612027 +3.1459600142596242 +3.3297175885218797 +2.760644027019518 +1.7219115238620446 +1.6145997071580713 +2.8582417460087948 +3.02745692620398 +1.190874209577527 +2.6497796981149038 +3.0663484800671275 +3.083859874982318 +2.330078748643206 +1.6473708151543112 +1.1888924352994834 +1.3736000717000063 +2.5566662395422437 +2.974097168038091 +1.909312022349141 +2.8278828941366125 +1.477438621097128 +1.7266626621296337 +1.737884856861769 +2.1107092896965574 +1.3425886704913326 +2.994653069888654 +0.876638605492555 +1.2333499980393852 +2.712290741256937 +2.4230746787793445 +0.9547907958709132 +3.2112497885951576 +3.3803995056222305 +2.9580393676223045 +2.3711399633478933 +2.1235271307269916 +0.9962635667126551 +1.0820289735251205 +1.9552950276273742 +1.48824126781634 +2.623247910573342 +1.379510668595445 +3.454204202389201 +2.7505404850967485 +1.6922250598679665 +1.374505125703997 +2.369794547446792 +2.619444446416291 +3.0439336249720523 +2.14814045122459 +1.1475537836395866 +1.8929728830920327 +2.0597884580601864 +3.360653561730665 +3.288351264144279 +1.478364533550201 +3.2315953305182545 +3.1954386348998836 +3.067347739443246 +1.1723088649853586 +1.6554819378315702 +2.382874501687306 +3.18397112413287 +1.2553003892934114 +2.6983494647423654 +2.429593552037463 +3.1366052784847227 +2.9320406626702438 +0.9446887473956429 +1.6976251506179996 +2.25956119687102 +1.4346016924391516 +1.4333812980712295 +2.574001730748783 +2.3161057736228248 +1.8300771240666662 +1.4637300533762754 +2.071522321858683 +1.4482505748136578 +3.306324153492211 +3.1978881621986797 +2.5585609535767677 +1.9886823681297936 +2.445736388291544 +2.6503463027443215 +1.50057336075935 +2.181864907076081 +1.5437401814179907 +3.2488643587147985 +1.4018575545031924 +1.702721773417527 +3.0636095057718102 +1.7972031426877735 +2.4931831863761995 +1.5052687949834203 +1.047243966799006 +2.963218973077843 +1.7905078815052655 +1.1195509560960337 +1.0230320009762217 +1.2757686112928408 +1.7076370271745933 +2.446262529006443 +1.4335260031460495 +2.3250474232751612 +3.441045606177744 +2.9782708000865443 +1.7360317092888766 +1.8057005370418269 +3.3123160567229144 +2.992342635089952 +2.0864711718911435 +1.9219512252466937 +2.8214249100872375 +1.1777823288962455 +1.096093395730827 +2.1469273830289595 +2.0487005912179725 +2.83605097646457 +2.7893785169507455 +1.3178892104346047 +2.6769534734134837 +3.097663318142376 +0.6928700579944413 +3.1334309237076496 +3.643535401007078 +2.0407672711022005 +3.167255720551138 +2.4271662946834196 +1.3205019493561656 +3.3179087991087526 +3.125025368587177 +2.7119759599976176 +2.317094353306684 +2.6064898894479116 +2.5680320539851955 +1.7604709521787039 +2.032502439283972 +1.0735064945821056 +1.65456671380556 +2.5379381658144013 +2.251887054895204 +1.8427512697212642 +2.8492289989868658 +1.6297778771632236 +2.485173782756253 +3.2269513566431405 +1.527933811788512 +1.8753212893749918 +3.514469911296194 +1.2057660194493143 +1.6473708151543112 +2.015782717950689 +1.8742757114936315 +1.680979295480361 +2.2117825126667756 +2.954347857461208 +1.2554409154837907 +2.438186703801498 +2.4646372058445056 +1.2180412377487977 +3.280839660974422 +1.3546546507552948 +1.3730894793132566 +1.3700234569334073 +1.5880421759911112 +1.8394140214678727 +2.5348917721997504 +2.565294446104385 +2.050317940740192 +1.9607058724954407 +2.7745463138217956 +2.2550171910459413 +2.797046726753994 +1.2333499980393852 +3.0994211944239027 +2.449243505165614 +1.872608484515845 +1.1348020787182236 +1.9798234630500378 +2.140087908257805 +2.537208373383753 +2.5718433802744105 +1.748102755524839 +2.915585253097715 +2.6656791060526372 +0.7343100893684982 +1.4489688425500007 +1.4821042167760552 +1.3059930003412317 +1.3079522870156297 +2.471152030074463 +2.5641740396585844 +0.9231315057488154 +2.944358491886326 +1.065972097063511 +1.1628527883125617 +2.61395355215344 +1.8368996001549573 +3.6946355657647674 +2.6424871048718566 +1.9491053214735858 +1.3474493510192984 +1.2033208599417642 +3.3894706091597833 +3.963212733283676 +2.67749389043855 +2.9330919412691885 +3.0932555746662063 +3.0212855952505064 +1.5205023639752935 +1.1902327593182644 +3.169254651692796 +2.636472721065028 +2.934136076812092 +1.2165467373036356 +2.9138180126965754 +3.25211691445048 +2.9741313903391333 +1.2587237194808925 +2.4522988803673997 +2.314453392240624 +2.2315415402874907 +1.2774584395934478 +2.127792029594969 +2.2703454518463344 +2.348332232092157 +2.225942871341508 +2.637407891990511 +1.8899163823349956 +2.722841829734674 +3.568674932131642 +1.9735544537441303 +2.5145168453370474 +2.4748374664592117 +2.5874407958252075 +2.1564530483836233 +2.073820355909603 +1.3182408551292606 +3.097251034081023 +3.1785822978953666 +1.8578257280629336 +1.8641324292503372 +2.9634721233632804 +1.3894540161419795 +2.2101794945296893 +2.095211012173154 +2.064336891546183 +1.5541329556866328 +3.0112830217086426 +2.030567949997696 +1.003163645594576 +2.570793965338154 +2.55151965940642 +3.1708947100831186 +1.6068670884654894 +1.0478407047876757 +1.4982604517949898 +2.8705179423662686 +1.3037664075741697 +1.6720325808220955 +1.5661827400174904 +2.5985631091192585 +1.4993756670163545 +2.9917985520785146 +1.9277041347100377 +1.2399249115776727 +1.1007999675392857 +2.4402082928904973 +0.8489872881961151 +2.7651611852330746 +1.029283642599034 +1.5896474881335916 +2.3302234874657324 +0.8905918106624182 +3.279849680576297 +1.1426699967687313 +1.0636370687870726 +3.6440544291219994 +3.224097045566702 +1.2375111507210808 +3.0922534758251077 +1.8173828233852725 +2.715316055095442 +1.9584872297553122 +0.8844545513829052 +3.2461479189102067 +3.144555321006058 +2.7227032564730336 +2.841563764648903 +2.6974691636332877 +3.735713561888812 +3.4484521398560988 +1.3550495221358752 +2.9633436711535692 +2.593649664714613 +2.886057603173073 +2.0234723918004414 +3.1511243317378903 +1.1176099012414906 +1.1777823288962455 +2.032502439283972 +2.15917430515261 +0.8902967606607615 +0.7946474169798154 +1.2618974432058008 +1.278267886125294 +2.341611098638562 +2.4236706807616044 +2.68471536418272 +0.9935283099573573 +2.626683441767649 +1.6355919161557122 +2.976579467845602 +2.010097991654494 +2.559824371362537 +2.17018765546284 +2.771688334940531 +1.2842262624418643 +1.14820210740944 +1.5011037456711729 +3.3108718091942846 +2.7833695203982365 +3.0399017028835087 +2.047759772853519 +2.2599015899789654 +2.2083386185693135 +1.7293716690191083 +1.975198421821517 +1.6149234365157719 +1.145752275498096 +1.5278393422015897 +2.986439032663731 +2.808392145745005 +2.321837704441588 +2.304520891422726 +2.1529039077859817 +3.1966715001653 +2.3920309188263325 +2.438127237760675 +3.1929213130140264 +2.373581865003371 +2.878608363171142 +2.851703162553239 +0.9294326090325895 +2.8486386385683655 +0.7454966413731094 +2.3938899460135987 +3.4343918207014767 +2.05684688971629 +2.4087042854164795 +1.4450178611936781 +3.4015059239875645 +1.1705375819793031 +2.0204021797006657 +1.399230905304783 +3.336807179344168 +1.2297620027581275 +3.2269041183497764 +1.6869843990558602 +2.953533155844092 +1.926039071894551 +2.442116769631791 +3.1719298103810383 +1.2296399272223981 +2.5475160774738135 +2.5864788332498474 +2.247203490556208 +1.091345869992903 +2.2638347813416413 +2.975171470911512 +2.208694515788766 +0.8597817116558457 +2.7040162400281424 +0.8983818152281726 +3.003731531533347 +2.506082911818493 +2.9685306041357564 +1.8173828233852725 +1.1953131850431398 +2.7373306348291337 +2.674118509267764 +1.495483165355773 +2.2306251932937093 +3.112631663299635 +3.539619428698453 +2.2061822149759354 +1.660152916109881 +0.7909112356691703 +2.7761523262351346 +3.451685457948177 +1.0922649373888078 +2.7841025364170338 +2.6733393324999986 +1.461392573208039 +2.3670174205250887 +1.5155819350000204 +2.6931050275673667 +1.9692619393129638 +2.5855437565718913 +1.0500844831652998 +2.739582420627291 +2.191678933566874 +1.758573273967799 +2.8477510919088673 +2.4756158283788303 +1.6473708151543112 +2.3840404461089584 +1.7472889856563019 +2.794865768033823 +1.4993756670163545 +1.760679198462432 +2.983308097889343 +1.7985836906168313 +3.06032922393797 +2.733659556709164 +3.0229129003304736 +2.7995049957042677 +1.1373899816990483 +1.8863182590983567 +0.9161565743569393 +2.964170622875789 +2.313038802703962 +2.646250062801632 +2.9013621399442973 +1.9661140280543845 +2.195870986864388 +1.3053569320038918 +1.7119089925351503 +1.619562869233812 +3.1977423626387522 +2.5920720309175063 +1.2988975690590514 +1.5292514945693165 +1.860137756592121 +3.107881244083433 +2.9517348181825978 +1.9555533383102646 +3.3573443414670114 +2.5607614869863666 +1.7313811912886377 +2.649625773955806 +0.942254184182238 +2.9766404864272533 +1.9277135391783382 +2.9975258274091945 +1.6329884662439809 +2.9806696447132413 +1.656015660657647 +2.710800620788588 +0.8852914140048314 +3.503932280078496 +2.973499871027581 +1.2019461295286615 +3.446079621559929 +1.0276612475230265 +2.3508999936851436 +2.5302471977574585 +1.7639655517638697 +2.284349742783509 +2.0151723870838154 +2.7361234597222563 +2.5573243396495604 +2.888660514110163 +1.9760161954001645 +1.5661827400174904 +2.398780397908383 +2.367994917409079 +2.518568337066143 +1.8181426933753413 +1.4749432285381883 +2.231054006406361 +2.3837569842638695 +1.7427848192496742 +3.6311026604690175 +2.8929211948779745 +1.5598633120332381 +3.306515501297815 +2.078316611975408 +2.4226377880327203 +3.273041127732072 +2.9460247658416647 +1.171488975003634 +2.488484830377337 +3.4893614193459928 +3.488297814847082 +3.429549290663952 +1.2771445250015152 +0.9512790909835056 +2.5225539487992954 +3.266281692576482 +1.1453331528142927 +2.758271464926782 +2.4385005481823834 +2.1931270192322065 +3.2412322614663807 +2.145473725970303 +2.7510624604414797 +2.2617283209828534 +2.3579906418249843 +3.2410352749095273 +2.4325967052706132 +3.301624913195741 +2.728141505848926 +2.9246342388643596 +1.7804076759579723 +3.2895724423853423 +1.6711325224074023 +3.365163336694037 +2.8052990501233723 +1.7144117128748737 +2.988810125081148 +1.1924309196198215 +2.366924868983059 +3.11483224194804 +3.1960136329390214 +3.1486909133146472 +2.3114156453606887 +2.9945938886166203 +2.6794922725262835 +2.3762736990927085 +1.4920653052692918 +3.4414575197404655 +1.589384641337073 +2.1513726211027366 +1.9117652576895812 +1.5648406550022005 +1.7823083837716343 +2.9887603230146467 +2.0861247433901484 +3.141827153185034 +3.0251784533585395 +3.168199054848268 +1.8867738433252157 +2.7450038744194174 +1.4399082008864679 +1.3080750755387531 +1.1595671303949506 +2.5125133620600377 +1.0165921221236984 +2.6082937856990482 +2.9690684320044443 +2.8719871634552354 +3.2180261026227956 +1.091822265597835 +2.6246196075263994 +2.5054562019159876 +2.0739135649143265 +2.898005084536329 +3.2159568130691767 +2.3586135205242185 +1.0107118456666573 +3.60890872113262 +2.6607252639734233 +1.1726787571971722 +1.8173828233852725 +2.2093121096524815 +2.5503558094276224 +2.575543639055553 +0.9078685500900197 +3.505533752916259 +1.8703161390868228 +1.5838589606256852 +1.7179741800589723 +1.778048354624269 +1.4442276341937532 +1.2143062092893349 +1.5554186740641136 +2.4163116522207813 +2.3410328403192873 +2.0071696275217774 +2.2759422148387536 +1.2868768037351777 +2.077792100766519 +1.6229498848277413 +3.367758177423019 +3.3265946156432995 +1.149425704944203 +2.089983266815281 +2.745723292751438 +3.1315230240948253 +2.71160244254355 +2.428385402438808 +2.653125781745728 +2.6794836132313438 +1.400078973557529 +3.1013421293717207 +1.1895657708444347 +2.040132668588197 +2.4113185209453007 +1.1007999675392857 +1.8419160666835432 +2.8018543708189845 +2.2519268890351496 +1.9443044237667235 +2.9324930695145395 +1.8212421993259285 +2.283518224691589 +2.152702899320772 +2.985992426261222 +0.6724450378980622 +2.2597917064249295 +2.5212701603927132 +2.128535222689966 +2.050897668806864 +1.832167099203708 +2.9431723874678535 +0.5465838001697345 +1.3581380179268834 +1.4566166066411679 +1.3353745097922212 +2.213345922735124 +3.1748993390073745 +1.2696745337900672 +2.1552320881437383 +1.4814786184745323 +1.5980068580039164 +0.9966382959718671 +3.4630355092324567 +1.6485688758647004 +2.963978245552848 +0.6928700579944413 +0.8645414003917424 +1.9935289870756632 +2.8766166658730414 +1.6777727460179213 +3.158779908915441 +2.693331497461281 +1.18361529805414 +1.5293450364065677 +1.9735281485017702 +1.2620818226737496 +2.3271431587710656 +2.9795107536967085 +1.7298693278884762 +3.374221763390465 +1.7905078815052655 +1.2202416319776388 +2.148364993279631 +1.1846889022704812 +2.6673043230576523 +2.7431353549370647 +2.1941464918551454 +0.7086359275040182 +3.316115457093172 +2.0080747310797027 +0.77440742048999 +1.3520973787652317 +0.8983392596123003 +1.9397070198170585 +2.9509813598649366 +2.940719782140123 +2.9294220944334923 +0.8939004709951144 +1.8127873849959377 +0.942254184182238 +2.2778499904365352 +2.4122353176567692 +3.0474523399596363 +3.062032209404919 +0.8793303206918393 +2.2506527078507568 +2.8400604902536286 +2.035790331860396 +2.38889362104337 +2.109372200085919 +1.9946047847220068 +3.1298093121924184 +1.8476546524493485 +0.9869835556703572 +2.689527015282478 +1.6114653334108813 +2.412253682641767 +3.7281715193388987 +2.8081488232012264 +2.7955207645144027 +2.935800872640302 +0.8793303206918393 +1.2738337499807406 +1.3573126099584467 +2.8515315622643302 +1.5996970447551093 +3.3499013937308226 +2.281741719588106 +3.5590689893103273 +2.5669481560318816 +2.923445034857216 +1.9990173375810443 +1.952022540743764 +1.6574960112675499 +2.9509946611941134 +1.113429979650448 +1.9257032277940243 +1.5310881919113088 +1.3856322574041746 +1.8376066476703679 +1.670682131222104 +1.1713491478021392 +2.6203121145547628 +2.3265831099483427 +3.1408799106042156 +1.934359518878172 +3.0729394883904275 +3.462842446556027 +1.188177638957976 +1.2177494740127743 +2.985939226302299 +2.0528558703275945 +0.9768392457122317 +0.9984821063768277 +1.0583405544258697 +2.1715466694053345 +2.0213816497197135 +1.6864146144616965 +2.1182158213007174 +0.8037796158892911 +1.7300038634888133 +3.5492218473247092 +2.6645097481680904 +3.2780949567043907 +2.6043121589684644 +1.2914500687489343 +0.7152552197235833 +3.5656836584955487 +2.87783904044051 +3.0234990430384117 +2.985394238911088 +1.3740654496039257 +2.234701204077532 +1.2055984832839697 +2.738008055238824 +1.7147240081518316 +2.0859909648654344 +2.725778557924743 +2.2550171910459413 +2.287683900918364 +2.569614498544457 +1.545022803412129 +1.0893473975919925 +1.6837612063460707 +3.1965320706411156 +3.0430853038460084 +1.2289863368576803 +2.9529881628817916 +3.1758479639884336 +1.8734917254032972 +2.7282051476992333 +2.728141505848926 +1.895101947689036 +2.683073692676283 +2.2676857685587573 +1.8088983271592247 +3.5373920374776446 +1.7639655517638697 +1.5112543473757563 +2.5996722330048825 +1.1840862650987747 +2.5754497380748655 +2.5363196863933846 +2.524029609400326 +2.864965814034499 +2.72899190917311 +2.625048368547019 +1.0859671339985937 +1.3816015091925835 +1.9358294854221543 +2.42982685637042 +2.046981199591697 +1.0278087430475236 +1.4830241990989685 +2.168037486242075 +2.653236143488694 +1.5798246459712557 +2.801397939318229 +1.5552474348930683 +2.7061835182770473 +1.872637611915754 +2.6214111346906597 +1.3086366405416299 +2.9307997930241645 +1.2056709646112482 +1.2162746656025896 +2.5681937801382713 +2.3398257050132365 +2.497809810860565 +3.270744347243225 +1.2654874008781523 +2.703986654183512 +2.9282109900764675 +2.6336420043242024 +2.635606073692254 +2.43630443789818 +2.5844055867321556 +1.6711325224074023 +3.128114410820566 +2.6870535818278176 +1.8185884909178278 +2.8538919633676083 +2.078310813999912 +2.214795637782016 +2.841373452566213 +2.5732168007791723 +1.0651378506439768 +1.265745039110877 +1.5598511779591788 +2.519635558602472 +2.561790996098699 +0.9883497627683007 +1.921502396505523 +2.580237262289246 +2.3084783036567207 +1.1500391065824698 +3.103839708365271 +1.3634393399888265 +1.9496174596374227 +1.6267153702638066 +2.5414521426518517 +2.48285312961475 +1.3338670042895853 +3.3252568454109532 +2.582161334710426 +2.0233323661121734 +1.9638278790733592 +3.284853429550847 +3.4525338786662365 +2.578232542010947 +2.2651253198025323 +1.886285459476895 +1.973810531752351 +1.3570834328256898 +3.4174156062041803 +0.994618853310991 +0.9279129141421782 +2.004777520897784 +2.485780298810717 +1.6219384967666206 +3.197259544295407 +1.1735212789538856 +0.9010222027060757 +3.307952081018505 +2.389116249806062 +2.4997840445440414 +2.224307348247855 +1.149322059170862 +2.4415713089440882 +2.6634428161321098 +2.6229209168030208 +3.6830455869606666 +1.4821183327420566 +2.2133506635438778 +2.255903591783991 +1.2057660194493143 +2.7812748516842922 +3.241019232485505 +2.556819281454955 +2.543623872675744 +2.2535227126103323 +2.8293207567996443 +2.150497687184502 +1.1851733676126117 +1.7467342870367941 +1.6659616546427314 +1.7360317092888766 +1.4885708798794661 +2.426212895689823 +0.7647212562517622 +3.0148257931788685 +0.9488602682067322 +1.7595913549315902 +3.100588566011832 +2.8657440017360103 +2.528746109826211 +2.1890865448019716 +2.9474391883715483 +2.8918053886820716 +0.8699960633986921 +1.3546546507552948 +1.7255308444732609 +2.332540495121137 +1.9377726173253238 +1.862623697948061 +2.7469792418041448 +2.070171983107421 +1.69552485886995 +0.9888290119905905 +1.2267662614459698 +1.9410387841368388 +1.9674146118404003 +3.1959419687809 +2.221735119580956 +3.354208260878476 +1.9511370124100027 +2.8041918797497916 +3.4305981934888368 +1.8922975340502828 +2.8278607950831534 +2.68238644199428 +1.3338670042895853 +1.5010918281163923 +2.27956868828447 +1.0824622762128935 +2.8836067165148216 +1.06047232418239 +3.1991759434321323 +2.6441993140765656 +2.1175765874698222 +1.9501248395196469 +2.2821933369547365 +1.5661827400174904 +1.4829772868928777 +1.3990765471385809 +1.225319232800629 +2.018241389189551 +3.5434395392559743 +3.0990143307745943 +1.1600018633893387 +1.0104545573368087 +1.8256544979411664 +1.28777997517008 +1.9674146118404003 +0.7796681351213732 +3.0832936528242176 +1.3831656729842507 +2.102943171931075 +2.755409783665106 +1.2378180552857247 +2.730419109517154 +2.1719350126177503 +2.2276123611367074 +3.820902923751441 +3.5055732528543158 +3.608993480965463 +2.9925657643461037 +1.9772520083172018 +1.1317382575166848 +0.6494212294156938 +1.2337947021496503 +1.860008278437199 +2.874484229263096 +2.938903650554284 +1.4459293638859474 +1.9860143670567583 +2.029376085275251 +2.7370138229058956 +1.90359938124064 +1.0175200643305946 +2.757743119267086 +1.7263534188288119 +2.792156856551576 +2.1474067851875924 +2.9008506864589827 +2.9938180289733927 +1.692284848274798 +2.971292061851385 +2.7034981459606215 +2.1018415673096054 +0.8279125088804706 +1.6463148790293185 +2.352842173270236 +2.985835506435684 +2.5788082933888017 +2.1651833244167604 +2.260178278531036 +2.4573283223378692 +2.820779666589435 +1.3206714379561342 +2.548089807389288 +1.2430421634404616 +1.5634347448859267 +3.062768670458005 +1.2835348120850867 +2.2406842395950295 +2.3121957357697367 +2.0515978875027274 +2.5467984919266975 +1.3294127296824605 +1.9858236144000374 +3.239786740119173 +3.0709772639839272 +3.3122739178565577 +1.5016247142055434 +2.801815792622822 +1.8226061408697982 +2.3408026003012727 +2.006779917010417 +1.3562275923333555 +1.9962072924560017 +3.11871379022902 +1.5759171741971791 +1.9596438248497563 +1.5311228704226865 +2.5214786505338944 +2.896888881434769 +1.0108006385363704 +1.6980699555146104 +2.5800444569990617 +1.3421614719908526 +1.5001591555233966 +2.7318082501996135 +1.6496406239156278 +2.0703481599384395 +1.3142421684629342 +3.3179138710370992 +3.1308562298654388 +0.8496691926384443 +0.904311043171341 +2.61060334814638 +2.352088492450521 +1.9580451886483732 +1.622797783628594 +1.589666433041657 +3.305182101877058 +0.9138648763544168 +3.406289738482224 +3.4685748858857255 +3.105519757036361 +1.8861510803918784 +1.4883866148344405 +1.3957295360876283 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_DUAL_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_DUAL_bias_-1 new file mode 100644 index 0000000..596c59a --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_DUAL_bias_-1 @@ -0,0 +1,1186 @@ +5.400891805862251 -5.826726976873515 -9.997314151508274 +-1.63740877628689 -5.102282004947343 1.5641535399012 +-0.4433276447406384 -5.894639192786573 3.072667810314633 +2.0582210292604772 -4.991640210199588 -8.193281758481207 +4.3715132212933465 -4.845877817559272 -7.420084091480896 +-2.8919461596994758 2.618471980242061 -2.7952820999880026 +4.219133798391449 -8.131856205255495 -6.483570992875146 +-4.072673952977972 -1.8737310440833967 3.281338947382036 +1.5482215866239502 -1.583746838696655 -4.134097278479858 +-1.3341811849647682 1.1151495321882707 -3.2369109448261595 +-0.006297558287292726 -11.50109672347153 3.4151821380112546 +3.2782251266239846 -6.366760160292988 -4.699538617456141 +2.9463348627180475 -4.959694696728232 -6.248700779404578 +7.095550874999627 -10.473528370261981 -9.90142549471314 +-3.04749234823528 2.583348833525097 -9.949277476598642 +6.539129407877824 -10.082463487447978 -6.009349220986989 +-1.787494301428548 -0.2986163838436946 -0.9926445719833413 +3.193711290830885 -7.4561417112635855 -3.9935592630085415 +0.5730354641930662 -2.3727666873476134 -2.626919750633785 +-2.786433186709207 -3.5978106633534006 1.970317089750946 +-1.6046672259201156 -4.074861050211592 3.5885800994151413 +6.286671496231851 -7.3080037930851045 -7.3908420651691165 +-0.9312959018167324 -1.189908019216407 0.4424791685184963 +-4.232909345186839 0.8174996610440273 2.229239307382391 +4.088602757838313 -7.468792760940404 -7.126115205686276 +5.485079959295091 -8.22944098596008 -3.870060052891436 +3.601780908816425 -3.7911698109065313 -6.7231670053064505 +-3.032902792246772 -3.4066662848974145 4.098855225942491 +2.7662989619300316 -6.516049420601394 -4.516928154624388 +5.3329109373200785 -6.017606057331708 -10.506280343468614 +2.816218137895343 -6.999993391011099 -2.712817067928823 +-3.434535514762502 0.5579352309735407 -1.6991824977570895 +0.871489172873791 -5.027119252159375 -0.4096476661004991 +-4.549647711135842 -6.873769005331849 4.5287170858250665 +-2.851392742932712 1.3522822515683584 -4.812187280355797 +5.166505070615493 -8.476055552731365 -5.46218839318855 +2.9784958290513295 -9.616177822948194 -3.0820804357875633 +0.6789252937897776 -0.4893381458294737 -4.833218244448325 +1.842954901591827 -8.135500526241586 -2.916646371833722 +4.334952366174117 -3.5386934667662557 -9.499829906492662 +-0.8828620905456313 1.8951176036409962 -11.677551398112165 +-0.8700428309469691 -4.222583458024636 -4.236492405736865 +-1.2960653177137456 -5.39614901565386 2.1003020035069624 +-3.935806552319314 2.3305363864677435 -7.88690888627644 +-2.824777555198257 1.5577074987052384 -5.434502567749884 +-3.0455993175351894 -1.1681289474961678 -0.6969711845073934 +-1.849265325606076 3.489797991208662 -6.860195806098459 +-4.58715858975201 -0.1555246415457855 3.536441298260154 +0.9173928580118228 -1.6875184234083345 -5.311934569099625 +-4.846972811064825 -4.001733694010975 1.6969261893043366 +-5.387464596844381 3.8403331157561738 -2.460042286908642 +-0.23055686316390384 1.019581692194352 -12.121685465733766 +2.446116969566449 -7.344338996809404 0.5892901205101668 +3.03131579239986 -0.6193707218534443 -7.684646702604941 +-2.447926755990246 1.4712038415527842 -2.4345128786251466 +-1.4644143528684912 1.9547114092254596 -4.45484602213867 +3.295420221730065 -7.982831386832271 -3.670941736530025 +2.9933530266876116 -4.683725504996296 -4.713633562757266 +3.972165243837683 -7.359618763169811 -4.274021866163281 +-1.020252492025161 -7.311704796938708 1.7731897467032192 +-1.0281188215094046 -0.12256930902961105 -6.101012469603437 +4.821217598607965 -5.317702540344088 -8.221402866167233 +4.788088522127615 -2.8965974229595304 -7.711200999543129 +1.2096097986400944 -5.931381840911239 1.164188177220412 +-4.54883658026272 -2.6008017057317634 2.954972282852043 +3.701368325909665 -7.3512352619844705 -4.308726717256164 +2.6952223279256695 -3.264884192137557 -4.310282255248745 +0.8260021270665108 -4.24029012121696 -3.8905182658695687 +-4.339797410280287 2.7304651335895516 -5.77094488216706 +-0.8146132278036797 0.823024955980288 -5.304176225523199 +3.7384591839002055 -6.293143689319521 -7.912068525859409 +2.216228875089094 -5.8010134059442615 -5.834681703235497 +3.8539299372915403 -7.167146341824508 -5.165747185104503 +2.7029805558806514 -4.506803683297014 -1.8100233246132367 +7.784473047489036 -10.185455155120932 -6.806643568438383 +-3.9504266204277956 3.4109482139311043 -2.2245419666076414 +2.302534864702535 -1.6351409719014036 -4.99347179119578 +-1.1667720323407567 -3.034504994469136 0.568544558592298 +-2.7886817903931442 2.6945056513889667 -2.4282757948957543 +-1.3870785204659053 4.767336385538453 -9.896606001288015 +-1.1373638612143948 -2.765284171916507 0.2512551622580695 +3.7353772966502024 -5.361687970596776 -5.110692847930717 +1.7379018983020134 -5.117134333838641 -7.33453465521202 +-5.660573937676684 -4.033987416366403 1.852833078329363 +0.9855887007163939 -8.06383607887835 -4.42821899396765 +4.785288409957127 -6.351688056596147 -8.792264044231219 +-5.028289077193843 3.3810068843220855 -1.4563326847677625 +-2.3104904221867457 -1.7559867138945204 1.23771910141103 +3.0223448863163087 -5.18124972868351 -7.151630928703071 +-1.3019643980181208 0.44400412825995256 -5.2192730351484276 +-2.6453884823762834 -6.261750034339743 3.312958266509768 +0.9517312606540856 -5.918325013413141 1.8866850738305097 +-0.20566424933583505 -0.778456577238352 -3.833800149526987 +2.26733017726846 -3.811812284802938 -7.379169635085093 +2.073170378452959 -3.6340308927823872 -8.91618726302451 +-0.6846504930032717 3.141086592058129 -9.633619035321466 +1.7204695622629016 -4.988855973957611 -2.781783227151958 +4.42779025009053 -5.734061929477874 -7.285521556875119 +-0.8221381424276961 -5.834682206649993 1.3618244282211818 +-3.822926578379006 1.033892874002106 -1.7973444782805852 +5.464261027704746 -3.748122337986972 -7.764763245017337 +0.12052765105278103 -7.11927135753026 2.4470710397034843 +0.7825629660826736 -5.757093751773678 -1.871149289500518 +1.9988491217321944 -4.069349541432966 -1.8528591071643719 +-1.5888678150587934 3.659714606805773 -10.807439892463888 +-0.030192184276433262 1.4121068374075771 -8.916986812549204 +-1.590012535893611 1.5489146333219903 -2.6174720898519626 +-2.1273540418600905 -4.42670069315673 2.4731670344583883 +6.615526399484007 -6.378580162857295 -8.461948011417967 +-1.409719545078459 -4.1208754683571165 2.4456423127420637 +1.8539959093608516 -5.885050369888802 1.186349119372574 +-4.435327834608133 4.374591234995292 -7.6923845195843 +5.100003975844222 -7.859531997525167 -5.51750298904427 +2.347930031734243 -6.4151237492725315 -1.978340446861684 +-0.7649324210718451 1.6912809213184719 -5.097717845230701 +-0.4585270398600904 -5.757596405980218 -0.01957258472423473 +0.005401085221608093 -3.9327557815836878 -2.4252876029902777 +-3.9320360369198633 -1.338531303371834 1.4878119886156844 +3.2158719566873573 -5.368223070836588 -3.9486734550274143 +0.5687618633449103 -3.265517390285134 -5.37938317199395 +-4.488478128645643 0.23263134681443942 -2.3975690272272834 +-1.4422157116437695 -3.7155580150388894 3.093842729723968 +-4.265141705629792 3.5396432918591074 -5.298810308749485 +-1.1801966925244851 -7.922130807284764 3.4692547854670446 +-5.559986889301032 2.8873608183185304 -0.05274139807160209 +-3.3640719555982472 -1.2736650746412668 1.1527069794989027 +0.0792538088794223 -6.932233675958187 -1.0391657503960312 +-3.795719086890336 -0.5539824384354692 2.6447072193355408 +-1.4922709229284825 -3.02071476355039 0.5689725653137804 +-3.3247541841144934 3.9149432040157914 -6.252533136459567 +0.6386698264560066 -8.707176552449488 -0.4514553423309942 +4.2952658822710745 -6.06638153252813 -7.790568267649889 +-0.10588491637399572 -2.746438587732139 -0.6894673175689355 +-1.8206959365434336 -4.924695913178769 1.8715121222775006 +-0.0216773458525783 -0.9116909509441399 -7.4923966826404245 +-2.760151588091551 -3.6957962590943105 0.604761253093594 +3.618069225132472 -6.9995141730751556 -4.8614082219888415 +2.024180248096866 -5.688233265471642 -1.718490915572863 +4.672203721557101 -2.3579178163247803 -11.032546678479106 +1.8721953662546378 -4.9811124395343365 -3.3299871232436926 +-3.3524766510560764 -2.9148877440902594 0.701147422479794 +0.9973641989218403 -2.4064062366702017 -1.3629485553714658 +-3.1886329158209676 -3.4403603835869467 3.190279415529723 +7.683546767533652 -9.277712823718296 -4.693973338393171 +-1.7890874411995428 1.518536706616612 -6.108877314937299 +-3.492679844925474 3.2643152025222038 -3.7785876749172265 +-4.259521776322819 1.9222987522002228 -2.360953014503058 +5.604194988498595 -7.767321540448752 -7.381702750729919 +-1.0868497308366716 0.10302374153750582 -6.376552423605521 +-2.0807817627657252 -1.028306687549721 -0.45101488924893557 +3.715390595663143 -7.580782142244922 -10.989500192457907 +-3.397982816071177 2.5637343129494656 -4.189376597429985 +3.8228916959336865 -5.521626124694726 -8.740976522534536 +-1.500040733946095 -2.5360007161781817 -2.4131514020715334 +-3.2106430447481022 3.2373297570875437 -2.2347453829990207 +2.8726842349433963 -7.232482329750549 -1.6954456411480305 +-2.8637978913338396 -1.2135416549847844 2.462604334529854 +-1.1695380121085877 -0.3962356300012607 -5.6795124391899545 +2.8831712761441426 -2.186271420919807 -6.571198180449306 +-0.12674484225377558 -6.036761825471269 3.815733798675693 +-1.5686361166973812 2.7695340919545224 -10.752266648529043 +-3.081585994752536 -4.3499832927954705 3.0749855807506554 +4.078412802612239 -10.799909779830417 -3.0964568398534245 +3.1020396300290187 -4.282190153168866 -7.072913299957267 +-4.1648886845338735 -3.4037737291899535 1.4708255841501416 +4.699435910357321 -8.418672508128855 -7.081983592952753 +2.729276953215927 -0.11978706622063351 -7.619502658484777 +-1.2766592782559238 -5.8193034409557844 2.906779525289602 +4.932456565234429 -6.8047961720234245 -6.300102219514507 +2.800608812543322 -6.437226560380555 -2.9426928868342532 +2.2758018758789205 -6.659252000694636 -4.647865500122433 +-0.6391509679589195 -0.9340139552464929 0.052281657337773235 +-2.580391760462868 -2.8222399181116855 2.221691683512713 +3.9542572404441456 -8.04019348800084 -4.665645893163333 +5.79401665089866 -6.700625240099016 -8.000445797053407 +-3.8966927156919784 2.8539784589367114 -4.748479274958355 +1.285702197828212 -4.076892603168257 -0.7780544307030717 +3.422230836773156 -6.183087559798357 -3.710383250830108 +3.4990743687822015 -4.236916605964668 -7.061490144797242 +0.8701371133425324 -4.899523986463667 -2.000043253074449 +-1.3514555071809748 -2.7231826758749187 0.656830743296503 +-0.9173839857596889 1.4596336539291563 -8.780673019518414 +-2.9036002336282083 0.8383647094750881 -3.72638942521344 +2.551895204527662 -6.029531359471085 -4.874379049376592 +1.3052358622376439 -5.179510274619546 -3.0101182417439754 +1.5082030596896154 -2.0884162872479752 -2.877458383499703 +0.3025061952694121 -6.146736423223568 0.1788916773196757 +-2.7298643784816 0.45596947588895376 -3.4414486300921814 +-1.304902093457403 -3.1151482173347675 0.813903073811639 +-0.2732206129688232 1.6132911267162684 -10.502454012328649 +0.27851886931141356 -2.1864103814075357 -1.74844039485317 +-1.4747267428813646 -0.11415681014509738 -4.571285013868054 +3.0301785483694674 -4.773225334888091 -8.826191008096135 +-4.536146901726257 3.3964817984010396 0.9365792573036487 +-2.0833421101351917 4.636046283977293 -2.4884908846364477 +3.8437631269795993 -4.448486022457243 -3.7794718049140203 +0.6787038596863474 -6.067864030457726 0.70619056156747 +-2.6080105757594874 1.7954278534748258 -4.7039770138943 +5.6327592240946425 -8.833154806504531 -9.655031336935933 +5.45871938608458 -7.92380731515868 -7.965138674907071 +4.906240139409153 -4.342561838437848 -6.976596079544196 +1.2455281281150565 -4.045543215806772 -2.3102589406580276 +-1.469780695560025 -3.246428458038995 -0.2535963586418577 +-3.0176341161275957 4.9514924091832695 -3.2731075177755575 +-3.228602922371191 4.9817611399684765 -2.9870911719068385 +0.09059038736480152 -0.36950207208856245 -2.1784747412419287 +-1.174295166301766 -3.1753384147485515 -1.4793177548192653 +3.603555691084328 -3.0267897738108456 -7.526118236105628 +-1.7628050231437813 2.6726566668533813 -6.415110007439445 +4.8349471128454695 -5.024118875408577 -4.544581961565182 +3.540012171681255 -7.284876966777622 -5.615188124214097 +-1.5557622393635784 -2.1687327351511567 3.64236111029189 +-3.413250009829236 3.4666591783988836 -3.541230521481147 +-0.8564486817376207 -3.3494040783509877 -3.2548135125309843 +3.9920800963159104 -3.5362517504237094 -6.804981466246272 +2.9160402804554613 -3.934029427254702 -7.367075313985484 +1.9968406890151607 -1.316232962942907 -13.234078039155307 +-3.2585195144267356 3.3147257517895725 -2.3474830501164847 +-2.9339626439828614 -3.3429694841881195 2.47320913766406 +-0.05747324805581794 -2.9761956060456374 -1.279153214422636 +3.226647508884776 -6.609286654832016 -4.85190204633824 +4.649753080434079 -4.057098631940898 -8.111130531405292 +-3.8837938042636253 -1.3054845325248454 -0.7641835204394708 +5.625589931331191 -8.940583743694658 -5.245158377595638 +4.812884980452817 -9.118275021461463 -7.095444916399056 +3.7540264585390073 -5.339888110423024 -6.888272784186286 +-1.8548762916122414 3.5893550900597324 -6.1357789611046565 +0.6155281127961147 -1.0787025221596822 -8.046424105148757 +2.0216852120300954 -3.7608941803479445 -4.0896217416109035 +5.209660185343743 -5.035210987327332 -8.268765938191303 +-3.1112574023491217 1.9291820163854778 -3.0199982021687104 +2.9909054304341733 -6.726427662602771 -4.614777678260217 +2.635945221256369 -0.07707017536446054 -5.914410562977576 +4.324328447335172 -9.261007589473113 -3.8524356390864303 +4.032905795611383 -3.9561106877600976 -8.698406940039016 +-2.905271712384044 3.546400815280341 -1.4630310710228573 +-1.415575499231701 2.986685397844617 -6.087570674229646 +-2.8002312589631195 -4.842493150032902 3.800836776977076 +-3.902741933843312 1.8254546246194687 -2.0771005624204633 +-2.4392241688599112 2.488401681207278 -4.912491538927526 +3.1825209774917718 -2.0665109218175615 -6.290894533628836 +1.9394841063490547 -2.5008089180410202 -7.452718772274106 +-0.9921279318438125 -5.814376190822197 0.6732572833201761 +-5.105413010783091 -3.918488928152354 2.1987941333307024 +-1.2715524267858547 -3.76996226863514 2.698690376177478 +-2.6792411633275997 3.119031398017921 -2.0067971112133294 +5.035532404664995 -7.426732081688537 -5.611524909289246 +5.753400679278189 -8.276864438310534 -6.223724044961241 +1.6680950254776157 -4.348204654668738 -1.3199049260823357 +-2.0896681948774414 -4.266736834476037 2.2612447834675087 +1.920872988832613 -3.8680363880442243 -2.877215574039168 +2.3404868268359604 -7.619823877199998 -3.432598414297752 +-0.42142704909758005 -4.377816046792672 -4.491257039921456 +-0.866223869438681 -6.114295775481544 2.9444627501034266 +-3.8195892230169886 2.8099228664706306 -4.757791229122415 +7.466592134572124 -8.195308093433445 -12.67278391588538 +-3.8627933411429876 -1.622228435316352 2.4001797812103827 +-2.660764260640361 -1.4897176940668482 1.5355730267731311 +4.078408785176547 -3.4127898808713666 -6.643602417754394 +-4.440743572346187 -3.6557567011358714 1.8368912676652456 +3.884130991239685 -5.1621901252208255 -10.782029115501505 +1.0125826272046263 1.694646502562032 -8.7096980702902 +-3.5932536027297437 2.5657805205209576 -6.1013262199570155 +4.89632894323386 -9.665796966439968 -8.840877856761937 +-3.2912644470906116 -2.171410577199267 1.9798609826824163 +-4.473138463907264 3.907614976344764 -2.3679550140348433 +-4.1839459091880435 2.835974350937516 0.790208517567249 +-1.3875364179386183 2.4507780183097663 -7.338580871179569 +-0.07434322773745788 -0.4507792547465736 -11.842809626729784 +3.1795237303512396 -4.175412921515047 -6.61948421581326 +-3.2365664400860217 3.6381527753240395 -1.4238866997490125 +2.821894993046388 -2.6930739066296354 -5.321139945446008 +3.2509329010149552 -7.67880539989455 -8.28540664305768 +5.68309363027189 -7.120629766933347 -6.449062453580303 +-0.3876315790470315 0.6034924227140469 -5.124541354984357 +-2.455960073026558 -2.692767444516336 3.567385515384369 +5.195002400845219 -8.855792805090381 -5.888680893093433 +2.1545963231591276 -4.4014499497434505 -4.0645982808084815 +-3.2592951674893857 -1.918779774304316 0.34578585316065646 +-2.1176734632005707 -2.1716097685345233 0.975704751685782 +3.947729278794495 -4.400217092852541 -10.057952871082712 +-4.323864556420671 3.759517996240566 -1.8323648656520934 +-5.00334457360833 0.8898593494589973 1.2601998838388595 +-0.38539909445960846 -5.829030119745337 1.450696077272812 +-1.7415459842411372 -4.627953274242922 5.346803791026471 +2.287194663933775 -4.20727951769889 -4.194303977348316 +1.2362490808079327 -4.106529245146222 -3.431618754968251 +-5.02252237562895 2.0021349092807483 -2.822537468468558 +1.7287183986840642 -5.00150185016351 -6.3874136465416615 +3.9491380597621575 -7.18566078248124 -1.3841707823058989 +-3.3117479751567815 2.4018624350597437 -6.804942377085191 +3.7286336517229874 -7.1231762361320135 -4.6564935644491 +7.739662281094412 -9.066198793327361 -6.581329802684133 +-2.552049769648997 -6.734561917911294 0.7203162676455378 +6.36507824159972 -7.462318462316269 -7.436075066378001 +3.4565733724291237 -5.078399750890834 -4.9704678620565526 +-0.8794983993473665 2.672995125044527 -7.330964534456957 +3.001525193779701 -8.955719852670452 -5.691803570229719 +3.9726913157290986 -7.5081924339015 -6.376239327047776 +3.8010975408219383 -4.261983468801347 -5.175931436417621 +-1.5535725929662518 -3.053633383472193 0.15727436917767657 +4.595533440590452 -4.458527674662571 -6.864397844625144 +3.3481869350874303 -2.9730081959383643 -9.601060497752247 +2.280168384817597 -1.1095224990072765 -8.610205856294876 +-1.1556699767164529 -5.9333087830557645 3.416421047440374 +-3.830453466625154 0.6463194918809868 -1.4148401652384577 +-0.9287728311265564 -3.1712476535276743 -1.2480010190516126 +3.4454040890106072 -2.330405582159349 -7.0205692698901645 +-1.171705118110176 -5.186329689745223 4.200073523754724 +-3.138824112950485 -3.971665765593067 3.667875038216747 +2.7313101716209274 -6.0668647859836335 -7.164325584991994 +-2.979775486988597 0.6820588833126169 0.38228370790909344 +0.16613219672052953 -4.155045542626195 -3.069818722257068 +3.1317992916778477 -7.227471680086093 -4.467925824581255 +-0.3513630154541628 0.885905798653702 -6.077273945642669 +-0.5811679296522589 -2.558911839764143 -0.9774559634557672 +5.467870856775563 -6.677608706156138 -8.623303201519061 +-0.9605925605957117 -0.5732505866101207 -8.361649345984107 +-1.3514555071809748 -2.7231826758749187 0.656830743296503 +-0.552197134954639 -4.6250128411392435 0.8545850078028607 +-1.983197944301674 -5.524717672490065 0.8030097528326078 +-1.1695380121085877 -0.3962356300012607 -5.6795124391899545 +-0.5931017994563332 -5.979504170566292 2.040475112968055 +3.767419308751358 -4.7446617743321005 -3.40687901069601 +-3.3636808234215736 0.8882921688187819 -1.1569902198925504 +2.147816823827879 -3.67977550598581 -8.382130266386891 +-1.3350353364994667 -7.452182703390077 5.6102828681187615 +-4.1232724839087425 3.2231713609715755 -3.8429980993464157 +3.215389264914295 -4.355730677709254 -5.878596962779014 +-1.9602067322115435 0.7808059201621167 -1.3087071158891073 +-3.1251673165808294 1.9257156318015114 0.2885869868232597 +0.6303357036897879 2.0140040427226826 -8.272956916356586 +-4.011093380846002 -0.4899090883772267 1.0799084084939945 +-1.433885735138424 -5.146662572238327 4.47277977786662 +0.019557945054587855 -6.183990526078907 2.4660513686018404 +3.2855977400584555 -2.2498497943030973 -4.077124611149991 +0.8343609119982792 -2.606857725969813 -6.204824631009274 +2.5441228976649186 3.0125034796626067 -12.040389655014952 +4.5782980745365895 -3.823051920465708 -7.606768488347482 +-0.12674484225377558 -6.036761825471269 3.815733798675693 +1.29356368381564 -5.303303288078136 -2.320895821966822 +-2.0833421101351917 4.636046283977293 -2.4884908846364477 +3.3023829039868593 -5.290438234552558 -7.471591473289673 +1.614868704996367 -3.3704595404034894 -3.238351307527111 +0.13967549668041568 -1.1909313530850276 -2.1746795935455117 +-1.692307777018126 -0.14399416545328497 -3.5531024162924454 +-0.9098671915142733 -0.06484525337272184 -4.180511964412756 +-1.4726049269604515 -5.596288494798208 3.4894732626821483 +1.7759943742795745 -7.114204757963185 -2.6807476428980204 +2.5754987680485386 -4.07865834146037 -6.5892672034912545 +-2.669417929651871 -5.9023347666699975 1.9035665480018558 +3.889177951452321 -8.521893046698755 -4.458031089304044 +2.1582898625896183 -5.44174509031412 -5.264283880940849 +-3.6471795559147724 3.2498892700017743 -3.5178809547019005 +0.37054710179902883 0.44314168593996184 -8.313941601271301 +-0.8678093582161841 0.896360006507523 -12.021381298691875 +-1.3410180650286672 3.593440360539478 -7.440975551895704 +-5.184903363684968 1.4773417436707037 0.8834037736806057 +-1.538662370742528 -2.818493102544017 2.9706817379848003 +2.69612050207148 -2.68763608660326 -12.352508431264871 +-4.838256676111685 3.4020509439343147 -3.9165073984912286 +4.862055839052054 -6.711475123815857 -9.750093786663811 +-3.8900169236024973 2.554603568135142 -1.7608515650661003 +-1.8346782693276593 1.7117651010819925 -2.6091574990196453 +1.56119314024822 -2.737071477962221 -5.780576346328821 +-2.8708510610303657 -1.9284498158096433 2.9886017167775774 +8.2231465829733 -9.889782924133158 -7.551728460193013 +1.3695817129885675 -5.825322496083418 -3.2963599268471744 +-2.3520293612364083 -4.838056688355136 1.376043145805895 +-2.4570321298451607 1.307068587752959 -0.9708658517125806 +-3.492679844925474 3.2643152025222038 -3.7785876749172265 +5.2111561761000535 -9.580550191747232 -3.3418137330556625 +5.994630203760338 -9.04678472215402 -7.435181707622924 +4.277164747707739 -2.252949957463997 -12.326696705030216 +3.990797344905178 -6.645673290605182 -5.17993892177754 +3.12756307060101 -4.875375562685535 -5.208970657263614 +1.1095781209543147 -8.642293092637933 -1.4155416644590813 +-0.6368722526821637 1.9217816815025208 -10.79082891231216 +-4.158737202400527 2.46784711935137 -1.8349795069280879 +6.223725349386326 -8.064432378923083 -8.875480002574305 +3.857555644846624 -2.363577506170677 -10.37839586115353 +2.8710027431299103 -6.61044116942778 -2.5363185481099304 +-3.7080779624648135 1.9658968077652865 -3.5133995317842297 +4.871161989472818 -7.994952825758186 -4.637816135457041 +2.9695153494753233 -7.791772665980097 -6.059369587554947 +2.9136532602031484 -9.062183452825012 -6.642118264666625 +-4.748889410920844 -2.718412222282488 0.9082621019222691 +3.9936328677896675 -2.7942767523746945 -9.631983763367181 +0.09708044455371624 -7.954052795584916 -0.989833340173512 +2.1264036593947107 -3.1932341776910076 -8.184022737265543 +-2.3924138454045774 1.1404450636408872 -1.7924586347908718 +-2.677836767205271 -8.961272514406698 3.6271073631131148 +-1.3917686896191637 -4.775335983311386 0.4641900382096143 +3.1082037823713553 -4.138939181520191 -4.513363273980573 +-0.7733589188756127 -5.066784975927134 2.520513003801214 +4.381408812268132 -5.091710441465745 -12.393485445642105 +0.40025573107228174 -0.7361933254496903 -4.948083561588164 +2.152500453425728 -7.578788514298022 1.2266393348225448 +5.937363330977579 -8.630318345532455 -4.649454483471903 +-2.1611500362787908 -2.45689858889253 1.5360390993074502 +0.16053006219705712 -4.001357183167872 -4.108386764416849 +3.689422846444585 -2.328233050425431 -9.954770536723231 +2.165162475818318 -6.3435813756625175 -2.37106438190594 +0.1684513225563159 -4.2444569904082226 -1.5131650226233273 +-0.8384861887982643 -6.2005386490077505 1.9871223038904668 +-3.051821114083275 2.598444157745003 -6.683831901065276 +3.2291077940737214 -4.7879862430750135 -5.726019668250608 +3.8881668354404857 -6.663439500566393 -3.268267322252049 +-1.987638703654385 -2.8549143609094982 1.2035075553100025 +-2.1999078566348644 -1.035079051307399 1.2433138959555055 +2.7624557162305554 -5.2731043874425225 -6.666949657155948 +-2.334694981865679 0.9105712936295907 -0.507418613650977 +0.9544110921671882 -2.677456023019339 -3.0018965868030754 +-0.8629843384431679 -3.4269527222665044 2.4109825681538184 +3.8467912896513683 -0.6189977683123191 -10.69618934197432 +-3.5977601522929645 -2.6217147980256876 2.0623167474065816 +3.678181846446721 -8.248478509898366 -3.8352276711579014 +0.8101197484806602 -4.392797268585473 -5.789285756383552 +-1.851972972956683 0.8511646871053061 -2.4005002825399555 +1.6828226116545264 -2.730510087723174 -1.9891300986943776 +3.073320810446005 -7.672067836136614 -3.1384658522528315 +2.404838206968697 -3.2081529040273087 -2.4933680022925016 +-2.8423956551513636 -4.9623589538253245 0.6158559708761734 +-1.317893699250148 1.211752651715425 -4.15599364173414 +-2.3707371514766304 -1.147912603641367 2.052310896333266 +5.868340566909411 -6.219922822164696 -11.14040916980186 +-4.395369858862325 4.33742009280951 -3.674027237686 +-1.4299323354765814 2.2056943019783577 -6.134218271088143 +-1.732353000795418 2.1452016430403247 -6.796028818266905 +3.671315095745356 -4.449819867101708 -6.611787140287429 +-3.6615317086412085 -1.0877573497787314 1.2675954403134797 +5.429630221997052 -8.06742803000068 -12.404171674530856 +-2.2380565092012885 -2.140623814117776 1.6684872769242993 +-3.1496602704450862 1.300352020078852 -1.9903976989563805 +-3.4763558393412 3.9248014824705626 -3.2533396688005545 +1.6674163357164529 -6.204478050874665 -0.08572840814822047 +-2.9859385115827486 3.64364676002296 -5.370354606766337 +3.1361666099552012 -4.158662684819179 -5.494632845784662 +-1.5961275008598794 1.603873301016061 -9.179243883235854 +-3.1620129107897372 1.880901931359955 -2.1540055922907375 +3.2246667609652486 -2.314606515756532 -6.272188281456308 +-2.756431846900811 1.1457233085799494 -5.7306726185176196 +5.927060889197378 -9.361706709203338 -9.62391005943777 +-2.0926360837913265 2.380127711207563 -3.909965959213155 +-5.725432152144386 5.673621219316806 -1.7511034202657982 +8.469861960757042 -7.185863024672908 -11.314988496902911 +3.899452539788816 -6.058083164676704 -5.410729151396717 +-2.026281805473122 2.049889524479968 -5.04224496293498 +3.1771856372141305 -6.752474017674128 -6.916419759729219 +-2.388665299960376 -2.6055818731889713 2.5046803970517737 +-0.33626308534386656 -6.175410173252425 4.435543404147946 +-2.2607434236440587 -6.7862309179956295 2.2028461679054696 +-4.360192689067822 3.623642269736395 -4.0359400510599475 +5.06268787685927 -4.163996260057404 -7.201495043339068 +4.780469218988176 -4.233322372258889 -7.0997342173935305 +0.8662471182323592 -6.502373483339901 0.7814274098060263 +4.04999163964023 -6.049538850719693 -7.977076929662518 +2.4631771140924656 -4.780539050510578 -3.6061471384103303 +5.806170523045059 -5.857745035839726 -5.68032804607962 +6.02174860885374 -9.84504565328492 -3.256735654662101 +-3.415000350012789 -3.4525365436010023 -0.1825776643095584 +4.790775677985389 -6.13143534331327 -6.949522477956668 +2.33852091124618 -4.819515433233227 -5.003194584923063 +2.6745482369904683 -8.479724314181203 -1.0485593092123136 +-2.244425875120091 -3.700000562095634 1.7913666796533048 +4.660806921528952 -2.741561411651356 -5.358762542256448 +-4.362652199645797 2.9756158595579354 -4.43394149221199 +-4.323864556420671 3.759517996240566 -1.8323648656520934 +-1.1556699767164529 -5.9333087830557645 3.416421047440374 +1.915801580853958 -2.393680055811068 -7.647276670037875 +-3.5848180362560957 4.5644203541883694 -7.624690488622865 +-3.2005586664515913 3.0880514256771208 -1.5614153872775183 +-3.6055280180304137 -0.3712549685158416 -3.071636747016608 +-4.920632839126364 -0.27268124309461506 4.776992670643124 +1.3684440320716702 -3.762162731873209 -1.6927062663090913 +0.7393071717301538 -5.131694066380759 -0.8462587755482428 +4.202017507113495 -5.004102255235634 -11.260087105127898 +-1.266930006323016 1.35406443232598 -4.33083212648962 +3.330318291115651 -2.2629861727258564 -9.95867943778122 +-0.8948548228640052 -1.179243207670474 -1.1442624131617232 +3.832200628184972 -3.0724226929119394 -5.930079987420535 +-1.73041725482966 -4.992156283943558 3.151079837513958 +1.6509000003917986 -4.312217196584952 -2.8460833327169976 +0.1005233659773158 -4.2658890058669225 -4.18290350790216 +5.0816859842578 -7.866249865487993 -5.110934157406155 +-3.179436330486181 2.3082710132519337 -4.804525067182735 +-4.4393046229496615 1.5901096076794183 -2.1093836309659255 +-0.8914778849780454 1.1540023054328934 -5.517585612078948 +4.2025354630444935 -6.81548718379684 -5.356861846795232 +3.6408327990512253 -6.886585000478984 -9.77029019074247 +5.652823534863783 -5.002261176877988 -9.334915891949757 +-0.8114595426989988 -5.572881645941357 4.270344506792883 +-2.8836956726177783 -3.2780256745721883 4.639123896774161 +-0.869315244306498 -5.684622163908779 5.07311188951726 +-0.5369476548097065 -1.8335510829103583 -3.3859405682008514 +-1.6020911744873652 -2.7679558840477885 2.292972865732676 +-3.0474400772077153 -3.5309279114864816 0.01884688534872836 +-2.619730372733995 -0.4886951969785239 -2.773404546579018 +-2.6574433702002596 -3.589400114908483 2.0887572127843774 +2.9545393250855376 -4.102995456854414 -5.607267316588099 +1.656517659904845 -5.848429762965554 -2.9528091087732826 +1.694273235773717 -6.460603970129513 -2.6078324731050553 +-1.6298410944443127 -5.760658974451364 7.163519107133806 +1.9502910628562233 -0.9676345356217447 -6.483061538332515 +5.80212111474517 -12.114738963176505 -3.639256388018924 +0.8973164212553612 -4.311671759733485 1.223213811631745 +3.4137097667256633 -2.211989757093481 -3.903221945811467 +4.563680869994261 -7.494106515353185 -5.021728195122442 +3.256721468780007 0.0310734029084353 -14.138001657118721 +3.9270506693031964 -7.664613919456996 -8.233327961467797 +3.8742623743722704 -5.674338780798066 -6.486314398757271 +-1.3206329415020104 3.722623793263257 -6.78899151779391 +2.769116997914994 -8.297912229214164 -7.657802871586902 +-3.998701715446535 4.072108122353778 -1.671015521637515 +3.048026788888383 -6.6557097777044385 -4.897785807561076 +5.387042382132858 -4.627261823647609 -7.118558446126747 +1.5992686740560296 -4.338634114965406 -2.0139486358347733 +1.9773556453175407 -3.8962551340644667 -9.134225759595633 +-2.259767425937254 -2.6423316576671056 0.6928796759555694 +9.616072980750264 -9.134471077827667 -11.573786618130555 +-2.8740279552563996 1.3431223303801498 -0.4900250144093298 +-3.6825580641935183 -4.91500920199188 1.7818570178991435 +-2.259741460818162 2.026456011961181 -3.6605321050959096 +6.029656884097037 -5.289088561963639 -10.711914049906307 +-3.5828539805346726 3.9806844805762536 -5.93334667415174 +4.05797550887097 -7.441734175101112 -6.338113884811827 +-1.211132846027215 -2.8501869351378932 1.4625611302427055 +2.646071140127827 -8.56043392754968 -3.975536956976295 +-2.664727535871848 -1.2854506676147477 2.2090510288823206 +3.760937485098499 -4.33687321786858 -5.821669477461538 +4.60441696394954 -8.541210404429048 -5.777063537123098 +-2.451883728754355 0.6527330143114846 -5.034413728887951 +1.0606262815131808 -6.176256483844649 -3.400751514664112 +3.3284911499330305 -10.809326855411074 -6.149953212857801 +-1.7644468705605618 -7.0099510295694785 2.4089951613382805 +-1.2436287404828306 2.9830766480630393 -5.250756976867189 +-0.8857871013065007 -4.12297596255761 1.5599199264026655 +0.4423135928285456 -8.8459643798585 5.05363254378388 +2.0069268539228147 -2.709270655235995 -7.345308210968369 +-5.41985006039645 4.227437508371676 -0.6858103001442348 +4.038927296747728 -4.115294555790627 -9.033302829561881 +-4.605843180781168 3.3155877124677464 -2.233881828111513 +2.8504597008249934 -6.66513812782316 -0.9984162126559667 +0.5487431177576505 -7.148453007610115 2.8358017846418164 +2.4925391353113544 -7.321555328371711 -3.0217221883189036 +-2.388665299960376 -2.6055818731889713 2.5046803970517737 +-1.728639794064177 0.8232254798444444 -2.583559826825103 +1.6164830087723705 -4.857078348023478 -7.179629715486105 +3.984628176923892 -4.0126002935962966 -8.580662929791567 +-2.773685101161551 -0.34672896072070986 1.0673172322801234 +2.0739095667358645 -2.9763178026785635 -6.220421192784813 +4.17439987733227 -8.601008399545535 -8.712842530165306 +6.7083937991959255 -6.761875213286765 -9.340331887987837 +0.7346437731853092 -2.5066192862902654 -6.624047865244555 +-4.469648791050665 -2.7439786061973583 1.9558211750358774 +-4.50707618158745 3.4521306529098004 -2.1432401109926227 +4.248802321850791 -1.2573448899016055 -12.030519942458197 +6.218115858501761 -8.341930017601422 -8.540404672975267 +-4.8397606655338725 1.478237863053149 -0.5217871384753116 +2.6392736430990404 -2.5954109399243768 -6.950274026272364 +1.5163055988790883 0.2077955818728624 -2.000801331907983 +-1.5472199007410126 2.335325558445807 -1.2432941044570485 +-0.4433276447406384 -5.894639192786573 3.072667810314633 +-1.1690997696490644 2.022775506077053 -8.066678182492595 +2.335564756056777 -3.060417050157426 -5.238183467231761 +-0.44878312451136887 -3.446899878168532 0.8980493088191281 +2.1768581646317724 -8.324220066970634 -4.761918238259973 +-4.149846088831401 0.7551547300443879 -0.7989038125809534 +4.556999465918158 -5.452898468453701 -9.146152284963124 +-1.6958273639617447 -9.428279899808066 4.518148608194575 +-1.1325690869921474 -5.311639576834176 1.9647194373188748 +3.063953429129528 -4.78208310473447 -0.6013893582795128 +-0.011183649969508491 -3.931766555270824 -0.3660985723971558 +-1.3514555071809748 -2.7231826758749187 0.656830743296503 +1.0888171227062793 -6.00598685071758 0.15442006945271355 +-0.33862934031436437 1.5214007105168315 -2.0016194212061365 +1.570519055121873 -6.9715538477569865 0.4059777086324868 +-3.6615317086412085 -1.0877573497787314 1.2675954403134797 +-3.6618262335380347 -3.8567115322979224 3.116232053875812 +3.955679255253609 -6.603336822042135 -8.348961984861711 +-2.1774023097936586 -3.0531651928360106 2.976968115101424 +2.1789450378354482 -7.294830100012219 -2.596012716820789 +3.7252871581645057 -6.135487311934898 -9.83768694800483 +3.0135991691247863 -7.007445479209361 -1.5422047426312049 +4.320848860594771 -6.0149178083727985 -4.598381686838182 +-4.3332400512332745 -0.3356037325672329 -0.4952864598267378 +0.5946214195119529 0.7786173248769203 -8.750053674105713 +-3.4949361386876685 1.0958929065399334 -3.6139671203340926 +3.828149240628692 -10.035081054501884 -6.757900501798182 +1.3018295528312072 0.24395462009185886 -9.49351319144731 +2.378244655619383 -4.769685805164774 -5.532987009262275 +3.9593750371302114 -7.023731552042781 -3.4745808218533516 +-1.7414292280668942 -5.351046310236008 4.840845152385012 +-1.545063029188661 -9.86135959906735 3.7690423920472336 +-2.3010827621340435 2.3654242962220544 -4.9286507709842375 +-2.996975542412011 1.6310248214679768 -5.878177638157829 +-2.0712597900106453 -0.09831380210977464 1.3576434742222374 +4.148709354301427 -7.472448824034671 -1.407948509633414 +5.760356226517268 -4.255518331145327 -9.934297134435587 +-4.693494380091255 0.060272305320356656 3.0370104048836386 +-1.2520542633157448 3.0217044253759227 -4.740809712840824 +-0.8729162621799189 -4.362650440128272 2.033808608596159 +2.963708647553462 -8.046799888411964 -5.358998284510926 +1.44716942942657 -5.081769443895613 -0.5994205928607056 +2.6259320415440066 0.2649873998732396 -10.952605681742757 +5.757781334784661 -6.579163260968749 -7.333006041891643 +3.529794162935489 -5.245716595265386 -6.176410460334095 +-2.339907851190349 -3.8100716275938504 1.805375991475894 +1.657534990908187 -5.349734936432511 -4.613451327146187 +-1.1818462815884123 3.6329407534029237 -7.061001019713278 +4.770881799294254 -6.587170085896511 -5.805543018985962 +-1.3711242762825342 -1.459550421157422 -4.753569740290434 +5.791463800286915 -3.1926647237585413 -8.881560599535096 +1.2376138034285606 3.7508121366557927 -14.274476662937989 +2.5988294297185717 -2.8288593608777264 -5.041851604681459 +-0.9980760507741254 1.9702652857456817 -6.676265629021908 +1.8240371435712717 -2.4919499901702 -8.581025923617808 +-3.9767210295656765 3.3915384002207523 -3.613053933108681 +6.749948861695648 -9.817395129713885 -6.427051503761364 +3.823776780729304 -5.239529595616311 -6.306197580370496 +-2.0698400845115934 0.9506293977636704 -7.289791042166511 +5.539699339723466 -7.661080784438644 -9.669785831332756 +-3.8836448296195223 4.135330780706994 -2.54878788372492 +1.3454610080440894 -3.057145514838446 -5.5597886289639735 +2.4451047824898264 -5.203605894490576 -1.6382012117615918 +-2.1273540418600905 -4.42670069315673 2.4731670344583883 +-1.238783156963039 -6.22276426545293 3.869103522702242 +0.06383406492406674 -1.706588625496455 -4.940055217633579 +1.8901711829720045 -5.033280495608799 -5.1055430447612915 +2.0512144692863727 -5.164180032113725 -8.265536658587264 +4.8883300010360875 -6.054685193918842 -8.805905227909797 +-0.14557652847602878 -1.5439818677253223 -5.828300926183021 +-1.732353000795418 2.1452016430403247 -6.796028818266905 +0.785078765051255 -5.861773205946157 -0.8951949983551702 +-0.3403796905448425 -3.309797025684399 -4.695524759720333 +2.4779725320030863 -4.815586754988104 -5.767005341579164 +-1.9349415746756125 -0.4066343420062461 -0.8339031935423594 +-1.6055424100781417 0.8115615666942443 -4.529630747496724 +2.044910726031156 0.3999592259495185 -12.192966355573663 +0.5914513039232273 -3.9799022652233127 -3.8393370491850813 +-0.8394024637710518 -5.604622393435299 0.43177163705249805 +4.8720502885852675 -7.598715994998322 -3.4682064963006383 +5.289034842251468 -3.7284508372823364 -9.360520125892029 +-3.5656578973967434 -0.6029314900721741 -0.42735050250116197 +4.165651736680908 -9.351307020024043 -3.706350871101522 +-3.3322310760798644 -4.565051908260779 5.623583094859715 +-0.9802200505589109 -6.074471651241449 1.976569119540415 +3.6455493704850026 -9.372534609013387 -8.550771532003933 +0.11238047636181481 -7.769549007462256 2.316583243231781 +-2.5424419383393806 3.964381330471763 -4.493598059051441 +3.1903092725222884 -2.084282568181821 -8.702384567796312 +6.2714270699510815 -10.93971883495384 -8.811190548555414 +7.045553981580093 -10.528691935906075 -6.792627470932806 +4.89702880995702 -10.772117627398856 -1.5338596588737115 +-2.77484938428604 3.165117157279079 -6.696125690652789 +-3.283986867179018 4.121844283311981 -2.1098747660247454 +3.3978201011644344 -1.5763784293430536 -6.199824381989843 +4.897857968555512 -7.89235398803491 -7.40574184769236 +-3.7886806071226977 0.9332597688874588 -1.2362004441207202 +2.979539039958246 -1.9808482048354388 -8.752715360898007 +1.6244977292316063 -5.837980738014943 -3.5451085346029503 +0.191920896975629 -4.771864339894312 -0.07024098618607272 +3.40065503395936 -6.439468954513245 -2.1234878829158244 +1.6701217768650207 -6.482545254081055 -5.169243894438341 +3.702091629894781 -5.92559684711602 -7.728401975689643 +-1.1494477165076997 -7.191552263418319 2.5881490291253386 +0.9641394729206676 -2.0125379426080867 -4.3192192109788055 +4.417340587394509 -6.054761223242618 -3.4143872511818336 +1.1379750328716245 -5.514029876764026 1.8511892542915251 +4.451140981380556 -5.0857112290997835 -6.014250620924669 +1.3475702067240996 -4.5629558282284375 -3.396696229675975 +3.388424189371736 -6.188074287211823 -4.306144394272717 +-0.47911404273691444 -2.1666141479394776 -1.3940727304126987 +5.601701461540735 -6.060562485598535 -9.557659100567395 +-2.437794415977934 -3.9393578120879824 -0.09584169565494843 +5.8318892940698355 -8.473310846719142 -6.522304163690296 +-0.04988534522726906 -7.185346464875509 2.3161972963984607 +-1.0601137756393044 1.9452160409792798 -6.556221321031948 +3.4736160885489737 -9.060174392482825 -2.4230945808101834 +-2.6632451356678124 3.7955454273996483 -6.921377384582926 +-1.8811394025303594 -7.866014220075643 3.3624015613453913 +6.374513739701679 -8.83338963925227 -3.5318568791693505 +6.2757544768374975 -6.667953199869827 -7.001932986582775 +3.884868892008598 -9.329636663396482 -4.233974843328606 +2.478982682881499 -3.2384330158242713 -4.105592854711667 +4.664698866912977 -9.146834544217683 -3.1549773949138773 +1.6229712306062132 -2.533657218319708 -5.290189235977978 +-0.02306550415265507 -5.107588237087606 0.7334852050037731 +-2.8110410117924522 2.8042796457993378 -6.235011082491942 +4.364898993848113 -10.74811193641744 -3.686640089042943 +-1.7105610217898266 -2.085106867372146 -1.9423483965549049 +2.8739943053968875 -1.6213602129781126 -8.638960988694791 +-3.7289242126059494 -3.889837250603274 3.421807035341113 +-2.5852813940962767 -2.307037106537245 3.042296000601325 +-3.3202510665215943 -2.8962649573919443 1.5665455886707202 +5.384026363641437 -5.4001650726514585 -12.169596571732956 +0.8558687050256726 -2.194834619686896 -5.569820210286077 +3.3908438376133887 -6.617478155447283 -4.223964213498614 +0.8570130842401789 -7.164664531547578 -5.291152552361237 +4.600765936211223 -5.366543940372789 -5.0165768311266765 +-2.6298676582585694 -2.2352590726252037 2.3627392272705725 +0.5537174013529427 -1.9371770733400937 1.2788638671248531 +-1.9265746352401887 3.0846228377212017 -7.439804835065993 +-0.7919905426134299 0.9812414257482512 -7.824083270314961 +-3.8082371006066347 3.1874224233175537 -2.665875121303464 +3.272739820686262 -4.379734881184907 -9.214108381048431 +-3.8046162154408742 0.016964139005982704 -0.846201330557602 +4.172289904226741 -6.150175147226945 -4.4334351327418915 +6.059828652835332 -4.79424390760258 -11.244883458484868 +3.561181393849677 -7.91579038370179 -8.522056969044218 +5.523987021822079 -8.149034303009657 -4.131236040245462 +-3.036837373544823 3.515804741778634 -6.825218741647568 +1.6073932733374345 -5.655448650378812 -5.467359704753215 +2.6448102505832907 -6.3112027406415105 -5.994645208305411 +-0.6338339580203951 -5.988777276349202 1.8453285327107416 +2.8184057120309265 -3.691725324426194 -6.0701016226450175 +4.409022429152097 -9.08597047212729 -7.1798894449938535 +0.8288128762823296 -6.379345849489453 -1.1602123236689512 +-3.7125358001273967 1.6835978120856927 -2.96297919369573 +6.9186263895271125 -8.834930039604464 -8.192419599111238 +1.9275097018207115 -5.2656838949647895 -6.222134949797244 +-2.4309467740237856 2.88182940456596 -2.452245653406994 +-2.388665299960376 -2.6055818731889713 2.5046803970517737 +-1.1007440040693244 -4.473938730551571 3.7466948633879373 +1.2224577778151404 -7.666832505246506 1.4444223279666526 +3.640580243687007 -4.72033944527625 -8.942780045084984 +-2.2272861204213865 1.7853173691095454 -4.508300055391196 +4.058876773746766 -9.749151027760124 -5.23875674274467 +-1.7510146699758353 -4.9889004975427405 2.144977871130998 +-0.9732553515881056 -1.1873624068736688 -0.965190915850274 +-2.714265247463702 -1.1524629873304668 0.6514254463556756 +-0.5096593843570789 1.666560474750357 -8.466983045947675 +-2.5496469425349444 1.2510452959818985 -1.6765864000256632 +-2.7039578175097723 1.2646485089417219 -8.729796797943195 +-1.2304110949256553 1.1464133655638133 -3.013351685173694 +2.901973590787742 -3.3241205275192764 -11.24167264234649 +3.1594549591902545 -5.728183629414554 -7.391031152787483 +-0.36461095929948 -2.628418267908567 -2.6476549405988794 +1.365664179693817 -0.1545734696220556 -2.684619405982093 +-3.513947024109289 2.4976891365437246 -1.3459823983058894 +-1.5695393838041536 -5.156350246084802 2.0963955298137718 +-0.7764898847421147 0.8467030996837331 -3.2331118902794573 +6.094802430203937 -8.999994241563831 -6.780818327513151 +4.748753635308566 -9.472952999014288 -4.458389426209771 +-4.974637165500695 2.8346243091725274 -0.5097790374973812 +0.5304631048181541 -5.252042725375052 -4.772935888399066 +4.671399920687121 -6.59629130057417 -8.785861930360642 +3.763699944686557 -8.687060585923769 -1.940922988836626 +-1.368283273567571 -7.966560146997669 3.114209274789227 +0.24378968232135118 -4.28997669260734 1.303265462405951 +3.8181372455847975 -2.2289819848436148 -6.914984555530408 +3.7418506948438606 -6.815983764458807 -5.215679251235877 +-1.8223105997709885 -0.881738992793009 0.2972111071574229 +4.436858959047608 -4.1737602670816205 -6.458508330217686 +-2.3299736025880646 3.9706404650799545 -4.734292199270286 +-1.592609009898538 -6.43023733604864 0.8934348821317365 +-3.0574867444989158 -6.4019498386118325 5.042337881098184 +-3.4763558393412 3.9248014824705626 -3.2533396688005545 +-1.1327928236083114 -5.708788317614412 3.1922934088146713 +3.0187143383554713 -5.450637205658937 -7.4480717824167035 +-1.8591341468535618 -6.0155413463196865 3.700779161191621 +-0.9979414850054192 -5.443173374127729 0.32388595998419145 +2.983540213177251 -4.6920912306800995 -3.3228765069775874 +1.631028033113036 -0.28832079636194513 -5.595551294670909 +1.2673752546786448 -2.6417293690997234 -3.9233062674108603 +-1.2673398449827562 -7.333934954136942 1.9146133819477678 +0.025443679301034805 -5.761660708740943 2.0242508281538174 +-6.114865179954942 3.326591472327723 -0.3838681152900679 +-0.7090436180900614 -6.693820517327267 1.1658223582894942 +0.4088775529033899 -4.293989682746297 -4.204991976111168 +-1.5461357197229288 -2.5835905958558385 4.072898449172473 +0.2694270691127361 -2.4214766843128652 -2.5372706217085277 +-3.8628621273339463 -0.42043913522896326 4.476132870589088 +4.546860279219965 -6.107360588230472 -6.6104797838696845 +-4.003545909224539 7.536115973796812 -3.2683438051410088 +-1.888746211592894 2.9396305110635224 -6.748189774112533 +-0.5094628185749328 0.6694644795099993 -7.93327677502958 +-2.224581729330109 3.3009935155847008 -8.505468172220548 +-0.3209147533862177 -6.287642092655399 1.216854311042593 +6.438755601963053 -7.410715671158826 -11.541809482705016 +-3.017954787044674 0.45176003000581477 -1.1552178766196457 +3.4615143279606646 -3.8405446556012146 -7.962339216916974 +-3.2921047861879664 0.3751191869602842 0.6583757781782764 +-3.357470618500269 -1.8147665417446452 1.771332390251093 +-2.8293877880619687 3.3178488703889446 -0.8330076099130403 +4.355846029418377 -10.126589772413354 -5.326338698357924 +-1.2772645943311496 1.9750348184955029 -10.197570166939855 +3.498949189154864 -4.27210214347715 -8.379197521399075 +-3.3117479751567815 2.4018624350597437 -6.804942377085191 +-4.461358745426819 -0.574435821290276 -0.016597971913552115 +-1.7479580969307533 -3.2883852633243174 1.727891830367878 +3.6820465220792857 -7.356594167307712 -7.352596704922001 +-3.242157809264026 -5.9285254104230996 2.9889022098399165 +4.744438342559716 -6.4043698947822 -3.650666585860289 +2.0293529983897973 -2.719297937181229 -4.333019154693413 +-2.3167749789239123 0.6640656256695064 -2.6447932595214567 +-3.2473140720549014 1.4508837696520596 -5.673497092259976 +-1.578856174512161 -5.391182108696633 4.283984162307943 +-2.9896504812547136 -1.037809885765071 -0.37355225268894937 +-1.1581641454628635 -3.459317492482187 -3.7953145313833083 +5.845909191429962 -8.985681535401792 -7.872815113965528 +0.13391424392499945 -1.8743870788508108 -2.058876987876487 +5.35687461470557 -7.477637521298375 -6.638266644120302 +-3.2912644470906116 -2.171410577199267 1.9798609826824163 +-2.1249816027103767 1.1936063454009624 -5.13634536003309 +-0.993986779933199 -2.63170302046811 -1.4959789760244928 +-2.4978930023108927 1.3715524698257537 -4.5081553387190905 +3.0327416637512528 -5.19587160657346 -2.059857565615428 +1.5985879681719757 -2.8075181395897593 -6.768941120091976 +-2.2400879128567324 -1.3452655417036818 1.0454472554879362 +-3.806948049899199 6.088647752990079 -0.8491763852888116 +4.336598173696728 -7.705605647927172 -5.473727561265017 +-4.076802665511206 -6.28122209307564 3.9195038548319436 +-3.5884887342368827 2.038591523105456 -2.41551508209468 +-4.781594259446745 5.9668165051872 -5.746895267730428 +-4.7627010731691 6.3261781875810215 -2.8884499901364316 +-2.3153613828887614 -4.704077510000363 5.105569393866634 +0.9278280718032963 -6.60123273850615 0.15560151450968324 +2.604680369394233 -6.05883510511319 -6.367758858441784 +4.201744575902732 -5.24596535874005 -5.507784403626073 +-3.033001283067646 1.4766426821727126 -3.7171309590121386 +-1.2074592262782988 -5.417153923421728 2.012909102201844 +-1.1818462815884123 3.6329407534029237 -7.061001019713278 +1.7010768167050319 -8.883230954368429 -4.365100060027487 +2.742774278169245 -5.238157132380448 -8.93960161460431 +3.920725424119793 -7.5931567402455205 -7.784830354457219 +3.3368162790925147 -8.018608247979605 -4.5860960088238425 +-2.350764932382261 4.756594568755541 -4.744570661723373 +-1.5138689070192415 -5.833326416865686 1.594248331653967 +1.2239501902226264 -7.189732076922018 0.21312329248239714 +-2.4197047794072715 -4.790406263924748 1.2163796008306613 +3.126491467422296 -4.6779151133670664 -9.062312484460673 +-2.793039682657857 -6.282997153927718 3.7521771299334707 +-1.234418746034157 -4.0522253840842914 2.8288877919964452 +5.230975051402879 -5.631520937080569 -7.338156052432501 +1.6978157815381505 2.7491065703577053 -13.54288345663487 +-4.839392543609006 2.5776192242371603 -2.421265912951268 +3.292064302150581 -4.469882168638991 -9.187736471614267 +-0.3369227741799454 -0.82206043818018 -6.0841284620666345 +3.9613632313253357 -6.892701274682582 -6.362880050974277 +6.682147120873161 -6.39924448094623 -10.608085204239902 +2.0390063921312103 -5.041190993853659 -4.984871931587225 +2.245154442496702 -5.979411003696693 -3.419715027825792 +6.098488784321191 -8.165063386327871 -10.643791330533306 +-2.350764932382261 4.756594568755541 -4.744570661723373 +-1.9054994816196966 3.9083193533698775 -8.226221612277547 +-4.405846630731978 0.7154699046362593 0.9332584450096564 +3.8231517276015334 -7.594144201005221 -6.137512292326269 +-0.6190599830413241 0.8615950902455198 -13.238036364818399 +4.656813016784025 -8.795314384698768 -7.437519327803581 +2.0802722828598665 -3.0269660403899334 -5.628139708713422 +6.473757656739347 -9.953039984903896 -6.656102335679915 +-0.9262604075571672 -6.324365007356799 4.832438510982995 +1.5783023507381033 -6.8599596172422785 -3.1340738213607238 +-0.9595624535575469 -0.5171671996122806 -2.302908777391224 +-1.640858439864057 -3.1123068174010946 1.8432518197524512 +-3.2251338201781943 2.2865257507638193 -1.3989848979368174 +5.071639844016223 -6.266631026755209 -5.548641321951637 +-3.046941013660827 3.2394147488592213 -6.690747066278404 +-2.947632432461362 0.07702653041715923 -2.7335798436346352 +-0.7645178779371513 1.6049770729532016 -9.180115874380586 +-2.145972569399408 0.9995910437226652 -5.28747112706941 +-2.6371556609720033 -3.311927325411477 2.9698948805916916 +-4.595474686351351 -2.2948041374563823 1.1968010340690494 +-1.7519309344209548 0.5732993874539446 -6.129338340403603 +-0.7798803400035762 -7.6178918510160365 3.1516076373610025 +-0.8986069473460307 -6.192404109370468 1.9910511693275634 +6.112470776380202 -6.277052924814825 -10.216931870000108 +-1.736531598526487 -4.828549701476245 2.306120867052598 +4.969525295461087 -6.216833054073031 -5.9331333055156845 +5.663824906718639 -5.945311493254199 -8.412159469247804 +-2.5217100339467713 2.549131578906949 -4.883772627347995 +-3.67405604966434 0.1703618585700687 0.8400188259847966 +5.336081550968212 -8.193406033586513 -6.893394004664412 +-2.73210758735644 -4.884915372084145 3.2575278356897917 +-2.7895572042845007 3.218825459722077 -8.83755311714062 +-1.1134725746945355 1.609477569505553 -7.3447328024799186 +-3.4999687112905256 2.030757365221633 -4.857297527666703 +2.0234942664759665 -2.196271631936977 -10.049338506870098 +-2.6459850451259954 -2.543876355435747 3.1391468707973704 +-2.0098610079839188 2.882245632269867 -7.1359335216767645 +-1.3987112714380252 -4.612699296833776 4.223830117128579 +-3.898516759486601 1.8008317641582856 -3.9913043832871558 +-0.11623738621199686 -1.8424549245610171 -4.843022609633962 +5.118204370162278 -5.263115936437797 -3.3162657849754815 +0.3558306405657202 -1.5167169379380354 -4.979917216421147 +6.283095624887754 -9.0564792940363 -6.994781567367383 +-1.3975444929128618 -5.364865791133537 2.630793216265376 +-3.635322311155544 0.6694784234098543 0.8458196265245829 +-4.796610322194656 2.949976662057759 -2.4892318089104695 +6.695321494241417 -10.1419434842547 -3.948408324306301 +3.923509952580688 -4.395802502276251 -7.282632955059488 +2.976008672089729 -8.053822636666885 -2.819722322320919 +2.209993161441873 -8.867975515773365 0.1712929872632305 +-2.2657630416870336 -2.91391579857759 -3.9835050293206464 +0.2573250709066505 -6.649377119344361 -0.1676227608355637 +-3.315050951402698 2.8804166952343984 -0.3903858017078689 +2.946019543771821 -4.803283977281071 -3.9049131770228143 +-1.9820983699091916 1.5525121056904678 -5.683736397047769 +-0.5137812052629707 -2.444744705043296 -1.21180415639645 +2.7555988382542416 -5.548128921930887 -5.498671736810077 +-0.12674484225377558 -6.036761825471269 3.815733798675693 +2.047982911813418 -5.661078842319336 -8.706274474809137 +0.06872214828139096 -9.274219882400253 1.2723670124663684 +-1.916360528471664 -0.1999283796218581 -6.686857268605228 +-3.561973635466708 1.345156599882234 -1.4044658139057418 +0.4656379415859159 -0.05691364086406914 -9.648179981483489 +3.9912929595919486 -5.417646525285248 -6.7775216425681535 +4.214226343686339 -6.513685075761351 -7.891392957785284 +-2.1289389921308715 2.5841967506973873 -9.018039375301923 +3.9781629353912535 -8.670170646897251 -5.260936393030941 +3.615412548492905 -7.8180180520281075 -5.058495549933615 +-1.6332775946039826 -4.783349507849498 2.675266187533887 +5.872930912841139 -5.50668600333265 -9.552674096744877 +1.3475702067240996 -4.5629558282284375 -3.396696229675975 +-1.7902459162173678 -6.3325628661993125 3.087168092123339 +2.0710985382087874 -6.546816015252722 -5.973123104360573 +1.7779223677034568 0.025210495959685775 -5.645187338165864 +-1.2272734948425779 -4.252538676960841 3.536676230461203 +4.552947468853204 -8.319498135410152 -4.652742491544241 +-2.1273540418600905 -4.42670069315673 2.4731670344583883 +-1.6483292101519478 1.3581261164061758 -0.7783000415546684 +2.3001758718191536 -7.8549262696397015 0.17632016448385085 +-3.343140348383371 1.5890077817193455 -4.307753145550404 +0.588360703126678 -6.719493749645386 -2.307754924719293 +2.532854933309841 -6.6818085911924365 -4.455729584380696 +0.3170312097766033 -4.436217409923353 -1.5679585193494328 +6.355387454559574 -2.219905636533781 -11.112932676880364 +1.4692972509596194 -7.044938680185274 -2.4415626298675157 +2.6004058350328845 -8.522807088720073 -3.1810044653221503 +-5.146231102872183 1.8547867396157147 1.34906453256585 +-1.0520015835222931 3.714340913818193 -8.195770507974634 +-2.900551374007119 -2.754599946920427 2.8620889733890476 +4.040126119156898 -5.878974502095957 -7.560331145556859 +-2.5167500530375793 -3.7410142728417255 3.8762687973924383 +-0.5229138444538073 0.8797989113533145 -4.347423809900609 +-0.7101918530301025 0.6532210144319289 -6.677617950028215 +1.4627612969086405 -0.6835613001349092 -7.093635243803688 +3.3393086754077963 -4.204314572032589 -6.688356788546567 +-3.57615267192819 -3.3690645008411977 0.8286899763783286 +4.307854032571757 -9.186328639499955 -3.0509885713153104 +-2.9801800394551683 1.4581919691043914 -5.214558550182593 +-0.5677552071334185 -6.711560645206271 7.64251826037402 +-0.9207261076752318 -3.507349768095914 0.7996371817067537 +1.3330179692232416 -4.534351928880437 -4.762110918705075 +-0.1679434519809453 -0.3809579261305195 -8.143826451337954 +3.118409114510136 -4.396456722555175 -6.216612342341249 +-1.8564088996355894 2.7846018098276066 -3.590274023160372 +-0.4015912356894031 0.40300911141605844 -9.245811760054599 +4.889786861312729 -2.979167256112206 -8.992161556663675 +2.79241709786959 -3.129201141101652 -8.088652698755897 +2.7915931841824677 -4.750886906963813 -5.41111112879234 +1.0223806775328215 -6.332503271823113 -0.5973568843656342 +-2.0588750054982032 1.65268251664201 -4.578913465394846 +1.1518754901547135 -6.621850373309172 1.2847892513671246 +3.9418477498450253 -6.2336552616019825 -5.903222890803145 +5.619600207269323 -3.7721533652169223 -10.262537620574895 +4.783790648626131 -2.7336152197602375 -11.562764006182348 +2.780154908519078 -2.794803393208702 -6.712722008882884 +2.929449398709194 -5.48894353099322 -6.013575389191562 +-2.437794415977934 -3.9393578120879824 -0.09584169565494843 +5.977133368465694 -4.3691278815182555 -14.092051669167546 +5.280345311932883 -3.6224779519577264 -7.87545545737327 +-3.3640719555982472 -1.2736650746412668 1.1527069794989027 +4.826591501273084 -5.094348616896095 -11.110481079341541 +-2.1674170538275406 -1.7136395596886682 2.1013026803360573 +-1.2975046058808244 -9.528980500500607 3.980992607775422 +2.4194063886759474 -7.580531403198387 -1.6868737295093266 +1.669280049100709 -4.255325351005417 -1.1579107290985273 +-3.1749152650078916 0.8803321772669946 -2.664906477524306 +-2.0827491982114084 4.158890893021475 -8.735217724956126 +-1.3883838294957296 1.1096008789838998 -6.215749439029696 +1.1472609504919427 -3.842495068391127 0.9647877188175955 +2.2878059153838075 -2.989037394442937 -3.4539587845400916 +-4.012500483318309 -1.1852384865711318 -0.2846888128875134 +-2.155589212054458 -0.7137081100352187 1.5325328388916744 +3.0769602029706684 -3.912229192158201 -8.24621521952119 +3.404480767574625 -1.9984517595746987 -7.450616709024307 +-1.2963807850356075 0.788338336869812 -8.04763067470706 +2.7856118324487347 -4.494029208897707 -4.009547493809967 +-1.2447310234805224 1.7120338436504683 -5.5308853157556 +-4.065873814908067 -3.4423275699022997 3.528376499235859 +-1.7031585026332159 -0.13376986286254333 -5.512584716951097 +1.221888367002535 -5.378619281647953 -3.7158516656184 +0.019584232210410113 -1.4220568175151782 -4.064538983057297 +-0.7659330156899862 2.7639146882918397 -7.976204519722181 +5.669604761407126 -7.627350102702935 -10.113528452566417 +3.439283411795287 -4.792609344547307 -8.00599745844462 +-1.1491735288072285 -5.646720832078874 1.4546664188343754 +-1.34300690497651 -3.235925229122169 2.175214057760662 +4.920767002096598 -6.227243311255022 -11.212748205968389 +6.918737387187209 -10.229967542357524 -7.174224703153514 +0.7518014350011086 -2.5396175729983455 -6.587109717172425 +1.9785291120138564 -2.10528487001384 -7.948884575005056 +1.075909537960522 1.6140903978922485 -8.463385169754234 +-1.2168720696903443 2.9546705007498857 -7.203619069681969 +-1.2149915051308826 2.672335077726574 -8.129592763874854 +5.315254872775153 -10.479078093548027 -7.423454451260669 +-3.9466726269795673 3.6616288151493026 -3.6628146640207655 +-2.6041532808859817 3.6151480422429088 -6.558415982636528 +0.9674507219429334 -1.8271022609901295 -2.2033884664917722 +1.0502262446558803 -3.935380939931533 -8.33182040757673 +-5.352933364334872 0.015631683697774845 2.0114958291810505 +5.008677305214552 -7.5276336861527335 -6.7840839040072325 +-2.5335401507553614 3.088637692158814 -8.498664489625535 +-3.950726188574726 3.6707466922873513 -4.09148870589655 +5.098058515995034 -4.3885806189467935 -7.133245257016433 +-1.686323258531314 -4.370431488263377 6.573633084893321 +2.4208151990754687 -4.218211187500321 -4.5860106570815065 +0.2730777353209659 -3.397455925988177 -1.1542575807963749 +-2.715576757640103 2.7422026878050088 -2.776247456098157 +-1.782451526570092 -7.355333329959035 5.956914758987484 +0.7400589195753344 -4.890562214629487 -2.1252004982656816 +-0.5060571989682521 -7.985691149691324 3.630825152423049 +5.460974551995595 -7.711885081217361 -5.132163735789152 +-1.5755136974118982 1.4272181168583093 -1.8199217077626872 +2.577073694089296 -3.5504882069659947 -7.88326677774946 +3.2329811824657115 -4.230634179791198 -8.52708958766971 +-0.9605925605957117 -0.5732505866101207 -8.361649345984107 +3.515711866279526 -4.075694607627941 -6.26659544861725 +5.85851154619219 -6.1002359109381 -7.142686082492294 +3.024671959012764 -4.898847311096995 -7.2174990472191105 +3.291414450057826 -0.0941920171088042 -10.077998927766648 +2.5193582135887507 -1.285679734078104 -8.620772091068542 +2.731019449748372 -0.7926244651316164 -4.9396811444365065 +-0.7788680551838564 -6.072718623389717 0.3491524126013781 +-2.3299910937053907 2.3029949923021 -3.731953525335907 +-2.963640384105451 -5.8069037738410945 1.745167828031398 +-0.6694293087159124 1.3018211231417742 -11.458116835192035 +-0.3876315790470315 0.6034924227140469 -5.124541354984357 +-2.8173041401596364 0.5415253082462032 -1.5547700477576853 +-1.529215960667957 -6.752462013747823 4.789220536524855 +-4.228324170865474 3.5811274799716593 -4.4782943850285 +4.863271028058763 -5.584112721449772 -8.901827425244637 +-3.322744143053061 -0.2554670318446626 -3.500544660837003 +-2.976283564278697 -4.882041472233985 4.0461203328661846 +5.245122764738683 -8.420814114302262 -4.4435259855003 +2.234269314235989 -2.424206682434561 -5.576244651555297 +2.911506527702621 -3.7447575045005825 -8.926154069101973 +1.443226666934377 -2.1666372068072484 -12.069442850065059 +4.142628802251615 -6.446654297512606 -9.008140698271257 +2.2621963325634487 -4.2876405070245065 -7.182308267009601 +-4.694177531976455 3.9584251669651254 -2.6979479104843525 +-1.9602067322115435 0.7808059201621167 -1.3087071158891073 +-3.4445354515300695 -3.31385704285451 0.8936609181340817 +-1.1026306565532462 -3.5722058006822475 -0.5218085967801468 +1.043397193507621 -3.444833078888055 -9.221157226575638 +-2.526609444083698 -1.4092452423247162 3.4336526596121373 +4.129810076529366 -5.5361166343024575 -6.683065300855846 +0.19596882285050987 -4.45642822342051 -1.6659384922556089 +-1.4251505244119067 -0.46495317591985375 -3.7042512755634704 +-5.125810534446998 1.1620160808043798 -2.388575277501635 +-3.4837537261065665 1.256301837214051 -4.078766815378082 +-1.949438734835869 -3.317535000942416 2.685339444155236 +-1.950879599414005 -6.070205925278461 3.6609590134993906 +3.8592581151299568 -8.532516583321062 -4.886636197190514 +0.14860404488902085 -5.541742478705942 -4.904549786793596 +4.787017381731411 -7.504178697013899 -1.1228329424310506 +-0.8923865959794569 -4.772410284596546 3.4847018612056724 +4.526609463800555 -3.173909153084148 -7.89193459979325 +4.569854023656987 -6.043677907542317 -5.894033249057541 +-1.9444596413475286 -3.7007476765922873 4.149365260178713 +0.12323585403338816 -6.0323758389404665 1.3935042784376614 +2.8159227783348832 -5.308518660542447 -7.622879820078483 +-0.7659330156899862 2.7639146882918397 -7.976204519722181 +-3.905149548515647 2.3420311585467086 -3.0076447287163597 +-2.7278000590098843 -4.686329736804521 3.0359687888856337 +-5.233629296618881 2.9948177884560945 0.0057505524831732435 +5.919895400650982 -7.354161482667591 -9.425905455896677 +-4.71107145588111 2.010980405769833 -1.1580594563803441 +4.811555116697076 -7.232242253924372 -7.009923240091272 +-0.029251440593788133 -7.746766432186217 3.6417852758661224 +0.09188526835661938 -4.53109470431872 3.5552156143016553 +-1.638456401031156 -3.5671715670879895 4.603669286804998 +2.45232855258288 -1.6162184449781107 -9.933482210685474 +-1.732353000795418 2.1452016430403247 -6.796028818266905 +-1.6800202801929898 -0.6411861953851116 0.5536760432586995 +-0.16781897457545952 1.550116817968709 -6.189406161463132 +-2.0422706444503973 2.6719057662699073 -5.5662288428930795 +-2.1891823440688967 -6.579384972274126 2.5521531571941463 +6.760352271042807 -7.525694596431888 -6.694955742023128 +4.5745814719132 -4.239037421791076 -11.694280250929296 +-2.654580596930027 3.557371521582503 -6.1822378955091795 +-4.24910384059908 1.660853115363647 -4.887469320329313 +-1.4761798724752146 -3.3143176785737047 2.2035294213590575 +-3.762677318253281 1.9337760259835357 -3.191439634128786 +-1.950879599414005 -6.070205925278461 3.6609590134993906 +-3.9784390035668014 2.6470967235166336 -4.60493751860096 +4.626427000000416 -5.158090309453196 -8.403801399079493 +-3.132796920617973 3.1690255838196095 -4.810984320603809 +0.962677700521247 -4.706034458860602 -2.4244427067982413 +4.331339864724243 -4.563245243803843 -9.164076192762177 +-3.310163726078946 1.5357253509306137 -7.276042692359868 +2.1893344999708773 -6.2499300970744756 -5.264517075069944 +-1.9720731099093172 -7.399968665514061 2.4811149204539866 +-0.21394655382385613 -4.707823833655317 4.951190766301416 +7.087296297414405 -8.369965155109181 -6.493226261410706 +7.149691533072305 -11.326108746445687 -9.852066778995168 +7.142795982776226 -8.31423691798416 -8.131126474273003 +2.438096514780001 -8.4663510105363 -1.2410213874757803 +-0.9661192580127909 -5.1969368876543065 0.8983647841993689 +-4.392529786364017 1.4480119987833366 -0.27680764244372297 +-4.367197662415938 3.206061715654647 -5.4269284123626225 +-0.3016740726557449 1.133411632587991 -9.23791504125475 +-2.1227543840982035 -6.0066121521278175 3.7403234165211185 +4.993913102791628 -4.163709035504903 -7.973162748697549 +1.4678187739019322 -7.296481373318459 -4.053746141161225 +-1.9176934453276577 3.502647830017982 -7.113388232590328 +1.5566500655833932 -2.241974884203945 -8.824419118437143 +-1.900656485899256 -7.527627238410021 1.7642120352492885 +3.594202965208404 -6.016452382318282 -8.074578401132134 +-3.4414554459382782 -6.74764512470285 2.2696552529751104 +-2.4549587270370403 3.0309055770866107 -4.705638098206882 +2.1733342787344836 -7.826314637249155 -2.1977549169217303 +-0.4188258416091767 -2.5557172000466037 -3.010799264294431 +2.7212551198448782 -3.4473952312061376 -9.311920714085927 +2.447680815916586 -2.68729678466135 -10.29250465955693 +4.19683333109487 -4.284989267876129 -4.404032098866883 +4.067986609991416 -5.762041954260205 -5.76842478869219 +-1.5112262146854876 -0.7375280002819387 -3.812906236621681 +3.1440808401880607 -5.547705686108354 -5.669985477402114 +6.0577348868349485 -2.7149621743500902 -11.10802739654695 +-1.4034267881886207 -6.060300381959445 4.193963892090382 +-4.724784554461067 4.63748512396424 -1.0469431851893618 +-1.8899422987940313 -4.0107774449944955 -0.05337161225507886 +3.1819496534477993 -2.8662090758943566 -7.1854683886974655 +4.900830107503818 -4.987408857585775 -8.326997350699184 +1.3286141401723457 -4.984837582626599 -5.445321769934998 +1.007685202070077 -3.859582355866166 -7.984556919262128 +1.0758146344982118 0.8024961812625545 -10.976356449230158 +3.0538081374286796 -2.9846284171081203 -6.615647675408841 +0.7996848137668391 -7.511536240601089 2.7994240843484373 +-1.6342204305320582 2.505897602875088 -9.910772974956695 +3.789590327978723 -4.699356890239356 -7.19406037121435 +-3.1207862475567953 2.753551750243498 -5.209504639627115 +-0.7376850024877845 0.08481763204271131 -7.276217804221195 +5.099812023617383 -9.38434000718462 -8.328685459203538 +-5.094799229528955 0.44021413042579705 1.0957399774790095 +0.8839105551045534 -5.082403438940861 -5.678755167597398 +2.403153377791782 -2.338851945945062 -5.274325359197576 +-2.462731735857777 -5.346201233051489 4.19550355703082 +4.061882634312446 -3.1067595260405314 -6.542225279002926 +-4.258803947555263 -0.9780444097399321 1.5404521374382143 +-1.0494022201879984 -4.388410165159336 2.797558479916648 +5.228176911148757 -8.785017203123598 -5.599279030582303 +3.9471656197330027 -5.985669567021668 -6.126042379323653 +3.064290864755496 -5.633833857069208 -7.114454874749392 +-1.7334079575248509 0.9646908889066361 -3.286052145778793 +4.4340714893263415 -1.289448880921079 -9.06729339283171 +-0.640303730113547 0.3635367194628393 -4.384245799913559 +1.1556015922299983 -4.1190541176412 -3.3727418373254943 +0.6778481340049393 -3.5068683006521058 -2.4613061910136884 +-2.3920158891766086 0.6230555244100192 -5.555653365179511 +0.4452140704844075 -0.19002933119587445 -8.545001575194814 +6.638888808724601 -6.382914153938318 -6.277983578436335 +-0.7747311111738058 -0.5564173007345563 -5.1830984275328875 +-1.9375804735362334 -6.024805182051819 2.5962541073059873 +-2.153442201619112 4.139975068229882 -7.417748090066846 +-0.44755303213015124 -2.213997722524351 -2.31480532212611 +3.6197637404407974 -7.742733386866358 -6.188906021148858 +-2.537135149842255 2.3716384372168218 -7.295449530701565 +-2.4086559037586337 -3.8647709174643143 0.6527024370596874 +0.49256469047669665 -4.905945015880472 -1.8657257208300497 +-2.946286496318353 2.209692578403978 -2.317171648164025 +0.48185987961736537 0.9986201500154572 -7.69242353537874 +4.247154822104455 -1.6185203519831188 -11.788971302606924 +-2.2025560293748536 -2.7218014866381126 1.1644687163050882 +0.5900621111013125 -4.272030236973004 1.5221689128196378 +-3.293623622657426 1.7129343490191777 0.35172051199895504 +4.460410514097292 -5.185678908113179 -6.816280068637932 +1.5896691141850543 -5.795709215361876 -4.23188845151984 +-1.4913086742553412 2.5571986350948954 -6.609845935111334 +-3.9260442010145233 2.2837561407269797 -3.364784810167778 +2.7144624365906957 -5.2490552401215185 -3.6087857931875695 +-2.24991838003941 -6.866872379873909 5.419565840996474 +0.13313998939988614 -1.5237301477510274 -3.807483936199033 +-2.5526398041860987 0.015475411831865626 0.7519788726421358 +-3.4099187519530103 0.3236108106559517 2.0368385798158264 +3.3945327527160547 -6.2507107964175415 -6.471819956059714 +-5.398879357954231 1.6263077028690418 -3.577671923645168 +5.435372560393091 -9.063073184860084 -7.755188350772088 +6.461297298253154 -10.160234388295578 -10.480723804095192 +4.370643028481621 -4.84451732251012 -7.207522361587279 +-1.9524339448528059 -3.3025657247849565 2.439357734334142 +-1.4492265659571975 0.5203829150312412 -1.4485161710000252 +-2.794653728265389 4.059324191135809 -4.448259191204639 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_DUAL_bias_1 b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_DUAL_bias_1 new file mode 100644 index 0000000..682c95f --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_DUAL_bias_1 @@ -0,0 +1,1186 @@ +5.349510214570455 -4.405107903295299 -9.998625560055585 +-1.619491200819069 -4.5104784225144865 1.574411536660233 +-0.29316400857543456 -6.177604528757762 3.0849410915949815 +1.955897574178649 -3.8512184307442445 -8.145133075797503 +4.338972155112895 -4.571040347227802 -7.396959774989918 +-2.775771923570756 1.7224184483469358 -2.8068416072662363 +4.057503953687528 -6.838989068468545 -6.458681197299551 +-3.9494032439373505 -2.4152094713452303 3.2436009487549655 +1.582518280670555 -2.3314483107254027 -4.136663382362786 +-1.1682823850821906 0.03268178625433693 -3.2227702224456785 +-0.1043712201900342 -10.468805056056976 3.4163106849596954 +3.336410100338095 -5.980943208038763 -4.660001349760014 +2.9650929395882297 -4.834691609036443 -6.243401406247484 +6.788288344786772 -8.852719412708712 -9.817880179095589 +-2.943100264729404 2.7655860840304545 -9.930205180711175 +6.5476050437888205 -9.712753500170903 -5.98685503193431 +-1.6259681681711333 0.07391950371866551 -0.9749045270734551 +2.9770954663312317 -6.703515060631226 -3.945453893651802 +0.7807837081013603 -2.540637392177997 -2.656393775665408 +-2.6700970272763342 -4.33433595186531 1.9365641887095943 +-1.7128235334932302 -4.118493008286459 3.5763717476099384 +6.124190017915799 -7.001551646330361 -7.377459705104157 +-0.7236992911841749 -0.986385075424181 0.3902953919062002 +-4.07444513973113 0.5433736498012163 2.1857990302085644 +3.96603971260429 -6.90009195308438 -7.106061327901908 +5.679740436794547 -7.1369826365091456 -3.895366769860508 +3.533790264183076 -3.4261653988912766 -6.688241865124124 +-3.045626314786239 -3.899993887283997 4.064264919821983 +2.823294550653307 -6.888444907266427 -4.535979705229698 +5.296142227950522 -4.961202028303208 -10.453994861537316 +2.88922625871409 -7.400339784427116 -2.7583506936730564 +-3.612441103847841 1.0376932143790345 -1.713135473930559 +0.8407352496227332 -5.375663731237889 -0.4107398521762564 +-4.624783202704835 -7.103290285825702 4.515400686185548 +-2.970399099343655 1.4005776722200114 -4.826553397554714 +5.428331070651087 -7.749894662905039 -5.508619438764353 +2.830492528060258 -8.393259352705593 -3.0661480910251573 +1.060362959738056 -1.3806992468865618 -4.9136846936220016 +1.8830747917970865 -7.707152466464753 -2.9088944631399385 +4.4226278356828175 -3.7036311087004723 -9.546924148323018 +-1.009779793284153 1.8501554097508723 -11.652140300774482 +-0.9423334359386937 -3.7501502492890753 -4.221989628789504 +-1.3863872777603792 -4.910789820955806 2.1173259446898665 +-3.9625316788271165 2.3505166614810467 -7.902410857061563 +-2.784327342967152 0.6842140866031432 -5.476037217278733 +-3.1068426956001085 -1.1738655990237143 -0.7487478650755903 +-1.8271376014740892 2.4558621250957655 -6.8573249888917305 +-4.6560049095605205 -0.45599644601306455 3.5208090359286546 +0.8175418821738126 -0.8882973001410797 -5.306053363760777 +-4.958437959517232 -3.5310890412983613 1.6972325981487133 +-5.319561036385634 3.8266256530058333 -2.47446651257247 +-0.23218601230003078 0.7153730387986128 -12.124364730485192 +2.645680955054603 -6.961687958203191 0.5830813372773469 +3.117218802315131 -1.84839129085607 -7.685522462946922 +-2.563596018108444 2.1188426342116955 -2.4621856515956186 +-1.5203020953909752 1.9124541568293631 -4.4263527996918395 +3.1734722073298065 -6.775193007969408 -3.675410409460607 +3.058444708461623 -4.4620041168281155 -4.713240341855813 +3.8550387182938177 -7.319303393767396 -4.251899032867434 +-1.0212708833944812 -7.258971869400856 1.7586928275011724 +-1.0472125747278473 -1.1912851218569012 -6.083464934725998 +4.860491599176735 -4.793610758803177 -8.25009009764804 +5.078898439977282 -3.5479880981538825 -7.7181927909563575 +1.3645160238002405 -6.577768849356925 1.0902306011803764 +-4.379137959730812 -3.2955931643765632 2.9472942302826746 +3.664517754569643 -6.494416217595287 -4.270020180612987 +2.6279466470992237 -3.259280719539026 -4.274166694193144 +0.9639796988569364 -3.8031032529398066 -3.9008191268869292 +-4.3002276391808465 2.606438859952073 -5.752237696815329 +-0.7379237927239835 0.08549325920530615 -5.318684641327222 +3.824681781357425 -5.608198079454802 -7.868363882776313 +2.1678789899275044 -5.307219607588161 -5.823688448288319 +3.956752261760065 -5.401776311520447 -5.19592171046758 +2.7455873223257017 -3.6734621743487983 -1.8428522067024886 +7.770865227404208 -9.00696919663358 -6.798442887336303 +-3.9402837107567095 3.3238077948535416 -2.2125446330964436 +2.505187387138446 -2.575525795372955 -5.041425458383995 +-1.1993661591016505 -3.743223423777379 0.5566569920566558 +-2.7879778986236157 1.8694445103250237 -2.4456546715847103 +-1.3255822671216713 4.614658145640874 -9.890677232642481 +-1.2495755386872247 -4.092098541285738 0.2175538630686142 +3.732602715648661 -5.714835928719045 -5.130205387239708 +1.5180124562506303 -4.270904966134052 -7.342901276364852 +-5.692792275122185 -4.074028139332608 1.8319212660615969 +1.142948366339229 -7.049295051921174 -4.41652420300879 +4.694516446808846 -5.051938069368022 -8.760210548167352 +-4.925849502192812 3.0607487474768167 -1.4806393061660383 +-2.2608800080048153 -1.2017793450509613 1.2202432022543488 +2.755357399830792 -4.347450895475512 -7.110577552447528 +-1.1848119157385453 0.2707980609811296 -5.29373871885385 +-2.684759263510511 -5.497660675100398 3.280269899643304 +1.0041594533319713 -5.795420479563681 1.889421830139046 +0.10314675217379077 -1.8878936350613045 -3.8647480050602976 +2.2549734985979257 -3.8857893511212427 -7.388472392212488 +2.0085213989869777 -2.671287825107812 -8.924155028614152 +-0.48043634339128793 2.6377455838129853 -9.621370831539956 +1.6317316667399424 -3.8407940320953147 -2.78604498161922 +4.076818695890257 -3.96548567337765 -7.275549028849174 +-0.6935488678353519 -5.1410609258163635 1.3441480405489274 +-3.6714580568166326 0.9053390563145456 -1.7753469376185977 +5.474836955941786 -2.9692329552542245 -7.736771608459486 +0.1871368916375713 -6.590503482646129 2.4499091671717808 +0.8702192070568372 -5.185006125249241 -1.8548723318332208 +2.155500136886328 -4.870649588931715 -1.8963460112536406 +-1.4916687480531765 3.356396707593797 -10.774877463884991 +-0.1157618980998687 1.8596427218080773 -8.889222803349965 +-1.5549684181244086 1.8718236904425423 -2.6305841579367955 +-2.166468239371212 -4.156864707759323 2.432881847274433 +6.551817745866299 -5.6072804786199235 -8.511051773586667 +-1.2651767067752844 -4.119193733924625 2.4366076076431438 +2.0776563582002354 -5.296009056766252 1.1630270377066396 +-4.3350327786899046 3.907599555395712 -7.715897194530579 +5.119544672125434 -7.657058417782216 -5.512160784748242 +2.368220266646678 -6.763491790076291 -2.0147875493329206 +-0.6971650832482703 1.6976440764509633 -5.075471898892558 +-0.4368220015223492 -5.769034482729676 9.771230323375457E-4 +0.13818266642597044 -3.2676339098590583 -2.463804230344868 +-3.845552426720614 -2.212901568963912 1.4357454915342518 +3.272449964761496 -4.749000533638424 -3.9326345744432065 +0.42682020566293655 -3.408822823159459 -5.3377590076173025 +-4.370007074715824 0.5912532333834593 -2.414276658971015 +-1.4398985459341276 -4.642554972091215 3.075255230393022 +-4.3006635932166155 3.214857190889112 -5.290377409934092 +-1.2676981948394044 -7.441587813407468 3.451571163556504 +-5.314536605503118 2.1466796035403073 -0.05817923027663745 +-3.358281245936465 -1.07500006648876 1.1550311945267986 +0.06182297098096101 -6.197938154500532 -1.050435656449393 +-3.7949823155327325 -0.8403154926589758 2.628105718863742 +-1.5717348301905472 -2.5326984297047708 0.5337781491535731 +-3.3268734049171256 3.1471502024238793 -6.230691031032621 +0.5624062280037649 -7.429436581943085 -0.42967566303394034 +4.336358731598055 -5.883298660125122 -7.798327069182569 +-0.04196565053059986 -2.8149767600666546 -0.6960680914309211 +-1.778463755441643 -4.740440345778209 1.875596845966145 +-0.19242188020197748 0.19848098688270177 -7.515759504507008 +-2.9195287064292503 -3.1093166804760846 0.6090515300833148 +3.590550849554888 -6.461386331230324 -4.888676118026875 +1.9716255277012513 -5.1408541087436745 -1.7248078816064347 +4.724093591732659 -2.543719521374048 -11.02813038201485 +1.8751913727828342 -6.2550106760984665 -3.3508498793029884 +-3.4742426596436893 -2.5380032259288514 0.6973188340020026 +1.0912415007284617 -2.5864446290842076 -1.393510008580779 +-3.1646412762446916 -3.694882867221838 3.2026397045038575 +7.629827598720349 -8.723130871927324 -4.7437133657281345 +-1.7845481424439806 1.1477472500752732 -6.09685943339338 +-3.160385853956276 2.094925347725293 -3.798404589898493 +-4.162945589668581 1.6355406808307427 -2.351795093591503 +5.640011876984066 -6.766258677617768 -7.343416749547338 +-0.9926900572929835 1.0698952173145466 -6.347606966189292 +-2.0120071567217126 -1.3890493285585483 -0.4532117469258774 +3.644852963711618 -5.3668780249920225 -10.951180988986568 +-3.3008154354242984 1.603043400804486 -4.1902346353895465 +3.5410134585884916 -5.175443875165522 -8.703995423593387 +-1.5364699674508184 -1.8460015467233035 -2.402799895408301 +-3.276949412900641 3.0670207232137434 -2.2499924162819585 +2.537534856146019 -6.790565335519068 -1.64740069357188 +-2.877911216247933 -2.302546520357466 2.478234546179716 +-1.2332466029984053 0.5261409273590338 -5.639197597818097 +2.9978062347666663 -2.7142977422742236 -6.627987465792378 +-0.2052496301462381 -5.914665498829839 3.7910739297131655 +-1.5136581261226136 3.5183162182752676 -10.728410735965662 +-3.0765020916619967 -3.571137400332314 3.0455787025784584 +4.0954817360911075 -9.534663448810031 -3.0898599883373583 +3.020707580792989 -3.368247358458012 -7.037254850320786 +-4.2148421563086655 -2.216399461387371 1.5017404365469023 +4.552237736537723 -5.9169610492250815 -7.036580222553605 +2.762849605854143 -0.32735968526911696 -7.593559997957274 +-1.3332984650261088 -6.07770216731184 2.8769482949483454 +4.709334493181552 -4.965449432669574 -6.256676248148471 +2.7267556845612226 -4.733790242819805 -2.9065703293184417 +2.3674375852268184 -6.21395017350661 -4.644184462545839 +-0.7316030025130855 -0.790402728445998 0.06094979478426832 +-2.6387034090018058 -1.3281247400399279 2.2410774831271434 +4.017203517392789 -6.835602648827234 -4.652693886902286 +5.968381293850811 -6.13982003063193 -8.053568006938235 +-3.9690798837269883 2.2920976627538163 -4.7291218510489745 +1.6500601055562325 -5.238660298522433 -0.8043165821273013 +3.3687412352193697 -5.564657203807248 -3.736674755297835 +3.5402914049574603 -4.347197459800268 -7.104067831211667 +0.732172404174134 -3.7873728618886937 -1.9835285660059845 +-1.125596660384104 -2.567528139937613 0.6476511017488334 +-1.0267377890501785 1.6329515533467402 -8.757777144924352 +-2.9061523901112216 0.9781394585755212 -3.7027839312083857 +2.4239030627362474 -5.6065348741869885 -4.850621045409218 +1.2994577970731367 -5.2364080783576865 -3.014290155809385 +1.5753930434714687 -1.6067262773421707 -2.91097794356687 +0.35081226813544975 -6.209222575962011 0.14659900683844887 +-2.7164465975565686 0.7059057456943405 -3.4843157848614883 +-1.3800168311947907 -1.9030580365256782 0.8296087952261046 +-0.28044006784877107 2.538942376619854 -10.460828876859457 +0.22719469552878624 -1.907347881212202 -1.7816647436166377 +-1.6381939522320503 -0.19894462849939476 -4.544435583110244 +3.228014741807902 -4.024169975866748 -8.820484147080068 +-4.464790667070344 2.6846568490700475 0.9282565712416677 +-2.085001267898324 3.5304808128894987 -2.467622728587096 +3.9922165953196824 -4.31660242011384 -3.7966846660254028 +0.6411451740548215 -5.850169263455842 0.6935130405713353 +-2.6189392652047467 2.302420925140729 -4.693888466751291 +5.709496138418821 -7.396555779712779 -9.638090270454336 +5.5189247876098015 -6.284199850239105 -7.951206159107433 +4.893906231727986 -4.110065335692068 -6.979689118805027 +1.3093343380152498 -3.5906386508422035 -2.2945828463303215 +-1.4397470313072995 -2.5897730529378062 -0.23808668673832445 +-3.101269781860049 3.8569223314272953 -3.242158774311078 +-3.1510414709957333 3.3113670005829006 -2.9992898433223965 +0.0764244642944798 -0.6859682697936695 -2.239593559808033 +-1.2628236549642815 -2.7726221297264453 -1.4811106489483932 +3.5997796005005083 -3.2461498955431285 -7.550035757511444 +-1.7667549952245296 2.77293623047961 -6.4061828007006225 +4.981519725182558 -4.863974323780917 -4.576817483621856 +3.3842790125169757 -6.459750521958495 -5.624394946371337 +-1.5352929265549844 -3.2063409525558306 3.5896145014267855 +-3.297275299897704 2.467559398890179 -3.53519043886372 +-0.7570234591169704 -3.6817046228515498 -3.2122250913316988 +4.15339233772237 -4.185639304808168 -6.8006857473757245 +2.982947725012114 -3.0845167979700556 -7.400328775404662 +1.7912902081887867 -0.6626037959228421 -13.171918525126486 +-3.138789520601989 3.573996524285043 -2.314106017963812 +-2.850658868695047 -3.124456330311604 2.434285323115624 +-0.14078066899947173 -3.4093697813878054 -1.2514075520710408 +3.4710462145155687 -6.368948495911395 -4.950316245823263 +4.639787304006303 -3.960242819702333 -8.085319324113552 +-3.9299396785305314 -1.2016091848598682 -0.7769025365832967 +5.546864479124329 -8.074028156781505 -5.245699914400776 +4.871453071559394 -8.868256097717461 -7.099161090586838 +3.6851478940604467 -4.599279265859791 -6.9178743312085444 +-1.8662139892262868 3.1348316173714235 -6.096329872334077 +0.579956126572484 -0.2979482965274043 -8.055667332630808 +1.723279385270642 -2.5346254329181743 -4.060525345966271 +4.959377667972738 -4.275886737818128 -8.224028988124926 +-3.1198718253492457 0.8509880191592041 -3.0029098552715503 +2.9462351684085175 -5.35036647944763 -4.6307956168176485 +2.86011655247621 -1.8168106285131982 -5.992292477507029 +4.152517212946893 -8.137950322762538 -3.8422235880430478 +4.211911338519905 -3.7075985144202233 -8.710305128810253 +-2.9026962351552674 2.645263680670558 -1.466071892390618 +-1.2378386209701473 1.8273047988486946 -6.083007355083936 +-2.720866806784015 -5.236447497342402 3.7824474053768258 +-3.957943571719304 2.2136522270243093 -2.100932206145226 +-2.4004960939592093 2.6893207583379475 -4.923317494689572 +3.1659368594354964 -2.0942691934773094 -6.301213407123379 +1.8758260686490142 -1.5423395977976595 -7.450895629307098 +-0.9652297749888841 -5.2036812077925445 0.6679730975507729 +-5.176185155433521 -3.500936925720329 2.1970757054731096 +-1.2639292929102433 -4.596894308436304 2.6721927776745846 +-2.6449775786499967 1.4917063717425822 -2.0187532070792713 +4.970544169504049 -6.0744051824651 -5.59545235866158 +5.5713194916558315 -7.07850745836623 -6.196951842751179 +1.6660354114372211 -4.208037706479005 -1.3323696239863432 +-1.956265496614893 -4.692743951145376 2.259747383411674 +2.0867935678882907 -3.0751033672809474 -2.899592465545824 +2.2948526827702054 -6.446297329997588 -3.456534946041751 +-0.5321088427044407 -4.4932768926678275 -4.471554746404403 +-0.9496683894695321 -5.183387566070316 2.9254666067587625 +-3.70570112504324 2.4018460555719408 -4.7781740484431925 +7.225687918889303 -6.934348583392214 -12.620169535914357 +-3.850686821663695 -3.019813238470104 2.370762390237327 +-2.7762167926833468 -1.3086394712718716 1.519614763057235 +4.2164845765935235 -3.322570612585176 -6.66454606235696 +-4.374682672047379 -3.740982227314507 1.8178122983645255 +3.9431724161790975 -5.004935810223295 -10.718402455472981 +0.8842788563773432 1.9524813615381387 -8.706367358475376 +-3.6099841511305284 2.3509510942820384 -6.10034195706644 +4.494910874116917 -8.617345709465642 -8.797648420809367 +-3.1195256149568014 -2.7923203049876824 1.9599508297949728 +-4.26436800870402 2.325230672094772 -2.3877541221278222 +-3.967772073236837 1.6832461143794468 0.7632784613525674 +-1.3018767833535687 2.4598205036932352 -7.372878183131219 +-0.08260674677889612 -0.41571423067671454 -11.80749486650789 +3.2008559982255274 -3.1715672255426837 -6.568631161255813 +-3.2881045088336833 3.206106832222903 -1.4396739457058958 +2.7834648371691117 -2.144073306108104 -5.290235920247347 +3.556131166504088 -7.441596581833094 -8.29023350019737 +5.85651142179297 -6.96316239071446 -6.471850485217453 +-0.41740660037104393 0.7786858811073119 -5.096766237139418 +-2.4549489688397332 -2.737486565783952 3.5197205649339214 +5.120968654758214 -8.026697940179648 -5.861123290912064 +2.1272770629409337 -4.22633970716774 -4.088003622051991 +-3.0074035129063432 -2.74391690296405 0.3149030044461114 +-1.9855070473080558 -2.659731381613396 0.952388204282423 +3.8751822955788398 -3.4109194767124755 -10.046769922078433 +-4.274603962465881 2.9687138674253237 -1.8215775461359967 +-5.018158900968504 1.348033622273257 1.247819452420188 +-0.46465891875219145 -5.067375579447724 1.4596918666486496 +-1.6369267312553548 -4.607883088474417 5.300233268027899 +2.577237375223248 -5.487378804245408 -4.231569355633608 +1.1801190674064312 -3.3185321454908383 -3.4390723663328155 +-4.903467084702722 1.8113430187400317 -2.830932267547218 +1.7231503078893948 -4.243793991124955 -6.376138900226217 +4.141849617651552 -7.019474135418049 -1.4327900669945677 +-3.3517536494475335 2.3928729393076376 -6.788152976005684 +3.7979552942749804 -7.164801844511196 -4.68461727611569 +7.615138666083513 -7.463559230933745 -6.5800367651381135 +-2.5620402182696775 -6.319325803959494 0.7161372275136303 +6.337718617946493 -7.044742832286681 -7.43961787661172 +3.3314980316964258 -3.624367570500317 -4.9628568354657485 +-0.9700876855998228 2.9064930561506106 -7.321384391367927 +3.107294049528626 -7.705919653681227 -5.718662733719393 +4.159751716280542 -8.005041052050217 -6.405581376636675 +3.8348663629331194 -3.7485705443660797 -5.143428271822177 +-1.5709176740707669 -2.502379053279875 0.1268170339716759 +4.414325566908429 -4.156364991574488 -6.854125802222967 +3.2808472303997314 -2.239248391460132 -9.614374864608509 +2.013015682708861 -0.8536193504791423 -8.613492830619265 +-1.3168811079136167 -4.7350390857503575 3.3989278248599306 +-3.864688620744886 0.882640008614378 -1.4356874828515145 +-1.0119849033910544 -2.1807627828687783 -1.2236441934779279 +3.4290173252101495 -2.1402878092708932 -7.017559227156405 +-1.1536590807144043 -4.310222656192172 4.138502059708023 +-3.0250369308539935 -3.9257945964105003 3.6580090145637096 +2.452797738768668 -4.4300076053263275 -7.144669410003273 +-2.9407222713101184 0.7449548175978951 0.3996598413208814 +0.2937240010649198 -4.0701269134000935 -3.1044850628771457 +3.29750840845495 -6.814161399618204 -4.545679315179586 +-0.353527011282994 1.1353405698798307 -6.051300662001363 +-0.6476048880435801 -3.408780336454421 -0.9689393339355152 +5.445188141760532 -6.545951393592244 -8.623094705945459 +-1.0795377503132257 -0.18567079028011335 -8.339623676430312 +-1.125596660384104 -2.567528139937613 0.6476511017488334 +-0.6124159541970593 -4.4044524367325835 0.8542079191874052 +-1.9870884400063709 -4.680964690180758 0.8038650979154885 +-1.2332466029984053 0.5261409273590338 -5.639197597818097 +-0.6804462824431456 -5.624236841209175 2.049412532072345 +3.85256369806541 -5.668037560153475 -3.3887945414745237 +-3.399647740089441 0.31006251743374413 -1.1761221083164266 +2.152214343917373 -3.554810711015668 -8.40516844986861 +-1.1975465531860414 -7.213750233361353 5.547849998307634 +-4.158724131104894 2.168500337426706 -3.8185152689362085 +3.4728550111508407 -5.333191034657034 -5.9058419487698774 +-1.9756334565793394 0.7096142935046252 -1.3503553279702813 +-2.810475175032895 0.7545118246216989 0.2757279453016337 +0.6928219946252914 1.7871382053463503 -8.285383594823509 +-3.8649001140833406 -1.4322813648045676 1.0616673577577804 +-1.3101515855435006 -6.009283334642678 4.469246279989544 +0.09958049658528623 -5.492880209770483 2.443736812745988 +3.2284215277872663 -1.9633191262335652 -4.080914377554316 +0.5565234405935122 -1.3038164411872861 -6.139556727933477 +2.4592406545158054 3.4532047917600934 -12.030420825247424 +4.675076978943467 -2.5662119497804676 -7.5874345922958035 +-0.2052496301462381 -5.914665498829839 3.7910739297131655 +1.7149655475945964 -5.852463797457585 -2.3848894317060227 +-2.085001267898324 3.5304808128894987 -2.467622728587096 +3.6374378152505438 -5.488085830877798 -7.505829061669366 +1.6051181675282828 -3.5311340795811446 -3.2418707377213356 +0.27770083293484904 -2.1829256227229346 -2.1791652104448107 +-1.6241799391169636 0.13440086822767272 -3.5175026410052905 +-0.827487159820937 -0.04751577805620544 -4.188846696054108 +-1.263091962315702 -5.331962410911837 3.4645392466251876 +1.9015330262096 -6.395104984977125 -2.685994246272965 +2.639333383394004 -3.8310352586840706 -6.5914855588260926 +-2.7944976336340663 -4.713186187959857 1.9072594701296537 +3.8330532042414864 -7.763908018663894 -4.471245764663154 +2.0724174964271063 -4.8810796668467376 -5.273449352367673 +-3.6922775158910817 2.032075828268204 -3.506835028155526 +0.26997167216877294 0.9385644188996789 -8.27121418479947 +-0.9543531023401357 0.9841095637536847 -11.991428510794819 +-1.1631342693565005 2.7550531547476984 -7.4225604289130604 +-5.165212919630157 0.6142026626117936 0.8589868520168837 +-1.0627237363878221 -4.613418109959336 2.882758679083087 +2.6587096058392037 -2.5699273202854043 -12.364147705342345 +-4.815633523787422 3.057380194471256 -3.909565677319286 +4.549671185780147 -5.9749714896763635 -9.707750358705814 +-3.851271326282993 2.192302560946503 -1.769851555975791 +-1.8913162579820462 0.7605470924991149 -2.599192863620891 +1.6266720291698338 -2.5509310205391635 -5.77204979481762 +-2.8833374306315847 -1.9542395435725883 2.974779803840754 +8.19230000970098 -9.399042265739455 -7.55544513051664 +1.3362131714210006 -4.636521414127462 -3.327473220491277 +-2.1630170111212155 -4.936146739621692 1.3419466771667912 +-2.460907223687595 1.943205867479171 -0.9896338304858939 +-3.160385853956276 2.094925347725293 -3.798404589898493 +5.270248971316437 -8.839908735726816 -3.3124999911725634 +5.986280586966047 -8.126783457972117 -7.496425347727832 +4.337540933165478 -1.2663381335813022 -12.337476615364222 +3.90763068314383 -7.000288965787509 -5.155300402947849 +3.2945045567334166 -5.306901993271442 -5.234253575935604 +1.1198624675043272 -8.56844330992117 -1.4292573375483348 +-0.7133373081620913 2.3442595437448013 -10.776652581304367 +-3.9856611193351466 1.6868618235181385 -1.8485399580235617 +6.053122153453136 -6.689533326631257 -8.844025002472014 +4.07862293196578 -3.050906378896604 -10.349588969919642 +2.9999134508274756 -6.331874009806951 -2.5328775618953414 +-3.7296480861920163 2.876218603145772 -3.531694684775975 +4.81028415173304 -6.614108121847851 -4.7110127591147135 +2.830854306820448 -6.743088317206569 -6.0601766352191495 +2.873443073004646 -7.863292602529303 -6.63540115199466 +-4.759099872935169 -2.5069284618730414 0.9227356739029342 +3.849411065738534 -2.507564597471146 -9.62169518814037 +0.21699539073806828 -7.710846396935478 -0.9924275766624879 +2.19010000674939 -2.728711811744989 -8.152446747474807 +-2.5367300181564643 1.6957020479765461 -1.8184786009143177 +-2.6167722130849724 -7.691801500851223 3.6347751756602342 +-1.1404226847664365 -4.227510657535 0.453760905093644 +2.9692423042792604 -4.358839871755379 -4.47252673119513 +-0.861358698636109 -4.792820531371668 2.532444341752966 +4.463233454844438 -3.881956568259323 -12.372140097435446 +0.4421689497667126 -0.9101268664901028 -4.97793311369802 +1.9075456195880458 -6.815963061310865 1.2442976131543262 +5.938253803034454 -7.742080056487122 -4.64878634138291 +-1.9840691279220808 -2.517591239709648 1.523321562690171 +0.5100050629400356 -4.889252721586853 -4.134247889561083 +3.430676946579711 -2.358844833650247 -9.930858979274907 +2.24389730121975 -5.880082286805711 -2.4219932657621346 +0.3242121729599816 -4.110227899041043 -1.4742540532724673 +-0.7886841972840375 -5.637753718046838 1.9657391175524488 +-3.0046916197185647 2.1043572439034515 -6.706100096326504 +3.078380418529913 -3.857590448618773 -5.758661273833731 +4.035329877606564 -6.602173904546659 -3.296930788182106 +-1.831391403077372 -3.179904540533468 1.202183709503267 +-2.072318270806116 -0.27809211397222233 1.2218656521782874 +2.8029596396753633 -4.25237089997243 -6.6694685445001625 +-2.2967024211952354 1.11715128651125 -0.4783763381983933 +1.0089017380062455 -3.483799578150657 -3.009918628541187 +-0.9412419988693399 -3.0005809944030806 2.367758839017075 +3.9373036018489036 -0.8129365405764206 -10.757991467516542 +-3.524711143760566 -3.071394150168656 2.0562062370481144 +3.5668712804962937 -7.184653456303738 -3.827758857235172 +0.9127473351747684 -3.195425140440313 -5.743268139528089 +-1.966918942767983 0.9677569348577153 -2.3700813451596088 +2.0330434565495574 -3.0741081739689884 -2.0297529719602645 +3.0031583550325793 -6.859893316189607 -3.154100586672598 +2.612515256337016 -2.761310670767312 -2.496191900928738 +-2.8293617500516164 -4.828856982209244 0.5780597573175932 +-1.3709397924979418 1.2162905617710473 -4.143729507822758 +-2.40954386043405 -1.42535305781661 2.0163797855823438 +5.767608162471952 -5.274001981344404 -11.0868139349863 +-4.29566296888143 3.138338568757109 -3.686905609758484 +-1.4701946526578924 1.389985008485226 -6.139274078787355 +-1.7058585770658348 1.5566753632672308 -6.847204379505426 +3.5659618109800246 -3.7429061368991317 -6.578229829388865 +-3.727068816045307 -1.625976913882249 1.2653366364169027 +5.30640715120275 -6.6370684512285045 -12.363957236473148 +-2.0976496875966775 -2.939163272051306 1.657809892921192 +-2.950171472635025 0.27792939161040797 -2.0174658874388633 +-3.432444611368096 3.813019938748184 -3.2511143776793063 +1.8354524707691287 -5.456591700584026 -0.09890755762813444 +-2.9492020632926197 3.017926018446169 -5.358807755383616 +3.245572862525027 -4.020530468926999 -5.502798677427151 +-1.4188814509335872 2.0082806441383463 -9.184072420505943 +-3.139466491765041 2.0130599198917105 -2.1771240277312205 +3.428494898229511 -2.5827018311471504 -6.264724583816382 +-2.8166140682742413 1.3736173602147748 -5.698057961201692 +5.749419967521455 -7.274040051103341 -9.634598639757995 +-1.8372066815622312 1.868199175945425 -3.9386414206467784 +-5.730687774921956 4.4244540938725585 -1.77647402868518 +8.3045449330437 -5.834266423899466 -11.287800644336244 +4.03863861439634 -6.4984949459659935 -5.436218842149905 +-1.9975170865434664 2.014222081029237 -5.068256657224892 +3.3965097020191997 -6.665959155150155 -6.962358464076048 +-2.3263932417595843 -2.581186011656956 2.48230614403983 +-0.16280840044928357 -6.425409147702583 4.407857157040196 +-2.547107226074567 -5.189631239003034 2.2197253778733805 +-4.353621492538063 3.2175569377243924 -4.038795443060701 +5.254782727969233 -4.803539073022682 -7.240795473374388 +5.0641290825278995 -4.291456832869943 -7.174423084157517 +0.9453523852751546 -6.399982656157513 0.7605460631959329 +3.8751931618958797 -5.009729230715326 -7.9891674998956335 +2.3096528056759236 -5.4458501905637 -3.6135477151349735 +6.059454309386215 -5.41945134524338 -5.6772997118163016 +6.0344460236480275 -8.551828165424542 -3.3209052461824666 +-3.4731510594254917 -2.7339537038194512 -0.17678742244858026 +4.642864416496986 -5.521864749926424 -6.965522192220197 +2.304433456166874 -4.339084964147245 -4.988060310774017 +2.563223549010516 -7.104733036088673 -1.0492893149909666 +-2.1681796922763086 -3.675539952540705 1.7478890998546297 +4.741785418658127 -3.0846503515999046 -5.3791132289791195 +-4.496963382592034 2.9002610668896933 -4.404540321459046 +-4.274603962465881 2.9687138674253237 -1.8215775461359967 +-1.3168811079136167 -4.7350390857503575 3.3989278248599306 +1.8434592857817018 -1.9585325065415127 -7.681634760697382 +-3.460501792743819 3.1742366531421924 -7.636575549834805 +-3.234326995820746 2.2054290073852147 -1.5718503766323821 +-3.422360151899807 -0.4935563387576263 -3.0667826144049575 +-4.7231137026441985 -1.2578742140956822 4.707444853490926 +1.3438095684417803 -3.9166802303835535 -1.6763045596155273 +0.762222665094827 -4.117022369293374 -0.8714877586629121 +4.063420813055612 -4.255311244080988 -11.239661893636601 +-1.3378236445669738 1.3324493290263826 -4.313034890370399 +3.4302931185253125 -2.620048546585146 -9.983265617591908 +-0.8883747291032686 -1.4448655524023049 -1.1320724547085228 +3.6673736263661914 -3.516872520506512 -5.968484238632992 +-1.6305694353266391 -4.826613188666087 3.1190991434924906 +1.6530626437399922 -3.2665655308933905 -2.8352353300525213 +-0.01766531614200484 -2.821018325912912 -4.183817190882004 +4.920820571737903 -6.789395351170423 -5.094497143783129 +-3.195075663013519 1.7306997092508034 -4.821848853344226 +-4.369186791235057 2.1415462376735857 -2.1119469843052454 +-1.001423387366279 1.577529589738499 -5.497807930317933 +4.06939414710682 -6.738150688960373 -5.385753207323699 +3.368861947493048 -5.082030458923368 -9.732239730814552 +5.760361065780539 -5.255570544206152 -9.323364775029086 +-0.6389971623266764 -5.576674260664867 4.241942036618669 +-2.6730883030910135 -3.9521151752643062 4.58736676870748 +-0.7195533914314376 -6.8009574684840315 5.069121417404892 +-0.7882127278580424 -1.3564930835538727 -3.416705805338623 +-1.5230443888557423 -2.4682756266146946 2.2621402430614905 +-3.1372071415878207 -2.899372250848923 0.014396153746919854 +-2.8049809717930105 -0.4629851102644915 -2.7508700020062817 +-2.4760991374815333 -4.015122217830195 2.0768977205644488 +2.9135216043906733 -4.184176269325668 -5.657339856247522 +1.6512023747764704 -5.83954815683237 -2.9092734701032827 +1.539548834984152 -5.666288967692281 -2.6231457264369684 +-1.4417577618939226 -5.505071648446062 7.1377910771738655 +2.030547438405939 -0.9268477286739145 -6.493982621676827 +5.7651755166629695 -10.4756516329205 -3.6020399212805487 +0.976033637876894 -3.5203440328854403 1.2000071318803731 +3.6955965547588283 -2.885993390048827 -3.9055259728880563 +4.645565530043735 -7.139376776190691 -5.034534768034418 +3.2445748510529198 -0.12266823897276069 -14.119378397160345 +3.810539386934647 -5.6247520071497465 -8.228295471247332 +3.916676507034489 -5.33647277349788 -6.500182455415862 +-1.2783666995163872 2.9828832043015874 -6.792659052454325 +2.6996290181485754 -7.349001644418009 -7.678074763408311 +-4.043908106207916 3.1266812882445105 -1.7065404123850414 +2.923356225739565 -6.11418768035914 -4.8961320900411 +5.760006414406874 -4.552960995651112 -7.154856495792829 +1.6211470469913032 -3.4586033087858357 -2.023501272912602 +1.871559541425322 -2.553195991711574 -9.096072018512029 +-2.20087159159994 -2.400900710517911 0.6610611301160054 +9.668150442665933 -8.32129263963563 -11.53900819400868 +-2.8755383084125596 0.5870439039604713 -0.48177355106633313 +-3.445572546552609 -5.082773050276598 1.7621588299714928 +-2.2109683136880536 2.2542032949294004 -3.6518777512257676 +5.876217169089819 -4.339635220826268 -10.666839392218698 +-3.5748947556839994 3.3450386149596003 -5.9763811682468715 +4.189667144786591 -8.208052368201859 -6.314689359330193 +-1.0668185895562148 -3.075370546694307 1.4424572577915291 +2.802588379229825 -8.19994612462199 -3.983558410071006 +-2.730280786934312 -0.650728973299715 2.1813283596434574 +3.768564782212976 -3.7058599841460285 -5.843655678464483 +4.7107813950271415 -8.232890883012454 -5.768143476463576 +-2.25753762409439 0.33796021759181727 -5.0683214530295535 +1.0086804236021958 -5.89495539473878 -3.359633832412869 +2.9484177047841875 -8.517534108326547 -6.103403265347646 +-1.8075975344636674 -6.6002440684033505 2.40461871635429 +-1.2654720881556591 2.798220624771493 -5.2224219129443075 +-0.8119694931335177 -4.3630195033551935 1.5264738236073259 +0.5664868865572366 -9.077159294067965 5.045947026677121 +1.9697471685691348 -2.674205578994722 -7.293177072391663 +-5.214274487554725 3.831931400820273 -0.6974834228054235 +4.11949098137187 -4.588365307945377 -9.017434710750775 +-4.707071072760545 2.899815603498216 -2.2429460591996886 +3.1203724596465197 -6.629883299613411 -1.002360542027477 +0.6612915314499699 -6.8484238439426175 2.8024248357477486 +2.481832638839659 -7.257152751678429 -3.01352582677423 +-2.3263932417595843 -2.581186011656956 2.48230614403983 +-1.815450373237924 0.813579490641092 -2.5647854413043625 +1.7385837036705698 -4.455996956861929 -7.1594615351530155 +4.023736772021229 -3.305769397106671 -8.622160569755277 +-2.762316667269818 -0.2297258188872675 1.0548472111017015 +1.9016941875302653 -3.3850292270430193 -6.220666000770044 +3.982467876825817 -6.660299436819869 -8.661487826083787 +6.784091268443378 -4.79433306304979 -9.375550743995271 +0.6508160298772461 -2.0094160946625155 -6.597677240591603 +-4.462284491669842 -2.279500027239469 1.956614320067596 +-4.483037323358483 3.507608731424666 -2.129015035196004 +4.263026488972524 -1.3234157505561654 -12.086717584864799 +6.273046456259658 -7.877732614124387 -8.588443918789475 +-4.929294549987169 0.996522461993953 -0.531917719463035 +2.8289665593179487 -2.786395144634472 -6.98089533003781 +1.5336972637313306 -1.1304485702910654 -2.0616715498012628 +-1.431052767778076 1.8095575119508496 -1.231612669898623 +-0.29316400857543456 -6.177604528757762 3.0849410915949815 +-1.3015472328740403 2.103570283401221 -8.085429033852192 +2.256274793190168 -2.560214251239385 -5.219734664656018 +-0.3573263685533532 -3.6839013300328753 0.8788742406097267 +2.104150790399413 -6.796718226678014 -4.743231637433583 +-4.290218139269661 0.8751555743888524 -0.7925272959128138 +4.484441799527552 -4.718330942077122 -9.109484492231534 +-1.7239313297908256 -9.046644638739076 4.525059761534545 +-1.1508269217130076 -5.18208037215496 1.9740384901779344 +3.144363270391901 -4.641814205489804 -0.6317303601601121 +0.13353930431052907 -3.59518946346525 -0.42719132401349347 +-1.125596660384104 -2.567528139937613 0.6476511017488334 +1.0202506966998102 -4.414522324884267 0.19334882817020396 +-0.4109164505416245 0.9184401345662332 -1.9793589336885438 +1.4645239068431095 -6.100864630029173 0.4171861754403212 +-3.727068816045307 -1.625976913882249 1.2653366364169027 +-3.6305998077366404 -4.04964594213365 3.129211350005362 +3.9843879422343367 -6.6313118303097305 -8.385453902388775 +-2.0466933652974744 -4.187300270636957 2.94984849697287 +2.365316084413137 -7.1760629914540255 -2.619301493076713 +3.4660910177511126 -5.448169418133479 -9.792155788599091 +3.2627307070254674 -6.848462808419787 -1.569671587354493 +4.255543576463042 -4.869591243586033 -4.6059751512366764 +-4.4400952631860005 0.3280528817617343 -0.46383147284767434 +0.5672466578707551 0.27611068001901007 -8.749462967966151 +-3.467239597746482 1.5917791887538515 -3.5794319903276675 +3.743968283942839 -9.094484349090225 -6.736868549658447 +1.4179971397970008 0.3863466622540921 -9.505090084284488 +2.4514202156127474 -4.984426133574989 -5.512702623051386 +4.087604362354215 -7.020496214771786 -3.5156185682179326 +-1.696522937420173 -4.8328098782789235 4.842285464499987 +-1.6111045907208337 -8.789581915626236 3.7717656948293796 +-2.341476935680027 2.661970734787335 -4.924290108464552 +-3.092700165239343 1.7251517979668876 -5.886359525012611 +-2.1212664057811814 -0.18969777641161478 1.3288360033047317 +4.021264506292919 -7.490159903376505 -1.4168395768702 +5.673995721871856 -4.224677390814223 -9.874090119787216 +-4.752437684651444 0.013600934138046306 3.03038882746766 +-1.0516849660117045 2.304215001528968 -4.723820936742849 +-0.9131247285746105 -4.079749707840021 2.0200892842960188 +3.1211651653905372 -7.421783686410457 -5.396488282544065 +1.7448968432621812 -5.500681621224808 -0.6286948722664406 +2.597194747900625 0.1820760063381912 -10.950328487172147 +5.843953519661409 -5.195282563974798 -7.279092020139303 +3.3760627603878652 -4.219198811430326 -6.183020560010389 +-2.4051301697307967 -3.995441695137044 1.7955046555084757 +1.5346536193619338 -4.926221145504041 -4.622017699433709 +-1.2510067532240088 3.5257371393450025 -7.037992430582077 +4.7585733353665916 -5.542191659697724 -5.799850622049168 +-1.521546632738147 -0.6912669378350556 -4.7542725483684904 +5.818381325961784 -2.755432375766994 -8.870624915300986 +1.2414015965933778 3.5615744521316923 -14.287934968583889 +2.7779684065481582 -3.276927892223357 -5.1097371755132155 +-0.7291121537658642 0.5293459923894854 -6.712223927021048 +1.646853989109063 -1.7390444051986063 -8.580925195537752 +-4.0684791464229875 2.621000542298222 -3.6132561404384766 +6.523348473474471 -8.182149490293735 -6.4229001906776455 +3.995157076277896 -5.010894815315259 -6.325979952524484 +-2.068257748800291 0.8875761617708564 -7.270836855567016 +5.495561651783356 -6.4383193103328225 -9.728150583450967 +-3.9625700413550495 4.157234265977889 -2.567728952202847 +1.3346759533112182 -3.686491161752176 -5.564505704974078 +2.585818657070548 -5.4398457642551445 -1.6274705547871988 +-2.166468239371212 -4.156864707759323 2.432881847274433 +-1.2674116489243885 -5.3956111992143825 3.84312808892885 +0.032588362144188365 -0.8474218165810536 -4.914424077091699 +1.8528637476820236 -4.912370289604252 -5.10585318787728 +1.9854575606005143 -4.208811627697299 -8.280873420065507 +4.684057513678293 -4.89647038894275 -8.748001334066739 +-0.04612709644543056 -1.4847688102735308 -5.830843185993747 +-1.7058585770658348 1.5566753632672308 -6.847204379505426 +0.6729566610562066 -4.970640744915161 -0.9242439435882164 +-0.36716719507480566 -3.1341003682189643 -4.661425885808473 +2.6259356499764333 -5.074746339201342 -5.725964101017906 +-2.0000843863398705 -0.2896828085771226 -0.8287555294329803 +-1.5331456912011463 0.9287456217530057 -4.517585985656137 +2.0747845351667293 0.8437714517868882 -12.208806106965001 +0.5845454271563497 -3.886344959329914 -3.8371599147017674 +-0.9236647199744454 -4.689330086119759 0.4065207304665861 +5.007396386701739 -7.006004393449167 -3.497111021170284 +5.368041132086025 -2.995216098598238 -9.438128061310223 +-3.4779661693360113 -0.703962892236333 -0.46730822197406463 +4.104553570534802 -8.281763617978449 -3.7392816528274317 +-3.1114995366066776 -5.448634352525269 5.564996645085696 +-1.005819878614599 -5.792717711493711 1.970290207006769 +3.3714880154345 -7.724416798063967 -8.519530084590878 +0.24153474321178892 -7.665119950429357 2.3107221515853285 +-2.5900225930043614 2.76499038009149 -4.505521678104355 +3.1600129038416465 -1.4278568912632559 -8.729460608414767 +6.20980983717886 -8.844095463281453 -8.772804835978254 +6.8688238246976825 -9.321755420562608 -6.75165264990028 +4.657481740650596 -9.235701915907438 -1.524704016079029 +-2.695571052305981 3.124263730182622 -6.689526702522546 +-3.1721617940770894 2.6320669095721394 -2.1592894100935434 +3.4718029835910533 -1.4829759556073152 -6.226516981214765 +5.006165352373051 -7.377956177730955 -7.451530983222141 +-3.94034864265787 0.637924513780618 -1.2327376285419516 +3.2092004796894544 -2.0561353581754513 -8.803564640551832 +1.5873432975731343 -4.708710067124692 -3.5317290579960496 +0.23466521924144157 -3.570135120217298 -0.06408163128548555 +3.564480753754462 -7.502480007415082 -2.180799681784757 +1.6377582200123026 -4.24410543363495 -5.155880453321321 +3.670879257967442 -5.329349791146717 -7.717374240530886 +-1.2433413963752238 -6.770013340218483 2.600263413856038 +1.0171952135691955 -1.173528862153562 -4.327748707525819 +4.389910743510118 -5.339311389600108 -3.4390947628340047 +1.1120806681928472 -3.8909787045547626 1.8060066014754403 +4.435624930201547 -4.4084384072499105 -6.029440119825498 +1.2262446154576456 -4.097053395816303 -3.4142829901912695 +3.5585818189498806 -6.631414544774386 -4.297287577254633 +-0.4931069980704139 -2.3020069389904423 -1.430712771752711 +5.859575414452766 -6.5186731259718025 -9.584150219836891 +-2.4400841622607636 -4.038717707910158 -0.09982837875686124 +5.713718309868601 -7.64648822674442 -6.48861446588019 +-0.21186125232893072 -6.267299097795249 2.2655503309099805 +-1.0675708718024635 1.7437118866632622 -6.5794842917914265 +3.5532686461251344 -7.746750075726236 -2.4345968786952805 +-2.532276010381267 3.2087890262934398 -6.913527399333318 +-1.7924925715426716 -7.398081829216915 3.365836469143028 +6.332291706381878 -8.846174047075882 -3.529532846235463 +6.117612140129685 -5.973905536521116 -6.985452731721157 +3.776631884014826 -8.348704648440057 -4.271316384345905 +2.632310686110105 -3.004942113998812 -4.149343145270576 +4.667050108381332 -8.769550700212164 -3.190114081858089 +1.6258229227945624 -2.5096325312371475 -5.32511663236136 +0.2521672863667834 -5.346341222010864 0.7012845013706609 +-2.825948621958425 2.837835052949216 -6.265019541362717 +4.214737711462828 -9.36593113236291 -3.6855060776761674 +-1.8553122606217043 -2.468221187167645 -1.9240378862926755 +2.753056595361701 -1.242838096535868 -8.623175418758423 +-3.7264252216518923 -3.6853886081300042 3.4183776449882552 +-2.536133917735053 -2.3083043116180133 3.0357618794200962 +-3.1980550831281667 -3.586936391616992 1.538119433731441 +5.349310619487687 -4.243253940444971 -12.10100054481887 +0.617423862621757 -2.081529992559155 -5.545125847651058 +3.577916324839859 -5.553106548315861 -4.211313868956248 +0.7463174509386382 -6.648587979651489 -5.256640135165343 +4.525079687824759 -4.876233573370534 -5.03179911131905 +-2.602906082466776 -2.8227464014513237 2.343186175321753 +0.9475945577364329 -2.5362478823603 1.2004882681639975 +-1.951341769095285 2.872508005410719 -7.429318259996118 +-0.8842257862551088 1.5589704282123815 -7.788233447160105 +-3.8515030182226866 3.175864746423822 -2.672597402342058 +3.2603428362129856 -3.9042128274623815 -9.18549121382737 +-3.7391021457816587 -0.7305931581960374 -0.8553429974019151 +4.273400602099378 -5.612844556071052 -4.445321715345931 +6.024993399776772 -4.855116044599626 -11.180380647924151 +3.496728671246644 -6.6300976888530645 -8.496567506655468 +5.618960220341657 -7.446376306411068 -4.093398823040189 +-3.101142436732089 3.316813127861268 -6.837502974527079 +1.7538346368689544 -4.721434168946341 -5.509798154318562 +2.7769752152453133 -6.000589840559338 -6.002311392860535 +-0.6799321808642145 -5.497716002332342 1.8311009498052335 +2.7657344381894253 -3.295066662560956 -6.061220231295275 +4.182706778943645 -7.042445326284889 -7.160446226290884 +1.0730295583484188 -6.74436085388685 -1.1952931901416757 +-3.856127073963793 1.8541366426203556 -2.934445405170975 +6.950066820549065 -7.694371447753765 -8.153161203647512 +1.9587708431209527 -4.6660827550384365 -6.214224926373141 +-2.340467229784382 2.46251364459373 -2.437295190620347 +-2.3263932417595843 -2.581186011656956 2.48230614403983 +-1.0129133412726492 -4.568521170435382 3.7498276456349906 +1.219849523795992 -7.1976692109607 1.4014325826093188 +3.6209728205823204 -4.329986115860745 -8.972338976386794 +-2.2375809851891395 1.5318443550162506 -4.5084104097530995 +4.202058645926119 -8.98893122477925 -5.250274158830486 +-1.8073997232902226 -4.26591277652741 2.1312175019423236 +-0.9733652643827335 -0.740507434088876 -0.9807744388705317 +-2.6465115517264475 -1.8124950075200592 0.613807607141028 +-0.47501751910822243 1.977200447129416 -8.491430557859829 +-2.4596067479839525 1.7109814315561866 -1.716290436093274 +-2.7719394712199397 1.6307797350024344 -8.677690624527612 +-1.2889574884234993 1.3738302798493427 -3.0108317535282345 +2.5919310718775863 -1.4217360293018397 -11.212344377792673 +3.169861695462743 -5.196285768272192 -7.382788890567355 +-0.3696282159989901 -3.164954154654236 -2.670655830819001 +1.565434533346907 -1.4140619172364084 -2.722645722069621 +-3.4796813169699545 1.2856624773883176 -1.3684824759672005 +-1.5976398810964847 -4.5015660475006065 2.0675137753266455 +-0.5867655355348513 0.1537713579880089 -3.232509685317434 +5.9644620400143715 -8.418060060217348 -6.782648958551953 +4.680305962411523 -8.380048850521714 -4.485137237914934 +-4.940679648861166 2.623417640888408 -0.5487692281380907 +0.5291573147290336 -4.185261777890162 -4.769945331640114 +4.512490879546666 -4.957181903943346 -8.789830816703018 +3.6484832896738015 -7.173362315464246 -1.9663218935863973 +-1.1591414581088508 -7.75149760410435 3.0907938420318026 +0.2190702244152919 -3.2374109023571696 1.2750264705541077 +4.016335537857056 -2.409840939452001 -6.911255015618205 +3.7556449250982116 -6.679971752938193 -5.226712070074562 +-1.8064727180835662 -0.7872952910196576 0.31254024959023174 +4.4666683282979935 -4.48191930124648 -6.52356298713715 +-2.308767869109602 3.1494871030610385 -4.761978759478654 +-1.6418501666113903 -4.94320441581379 0.8786049425184845 +-2.7690234059942145 -7.118657655294459 5.004215686366885 +-3.432444611368096 3.813019938748184 -3.2511143776793063 +-1.0165105082214714 -5.68263146167948 3.2040851792309404 +2.846825345157474 -4.031942742596454 -7.473039862363217 +-1.7969693339872537 -5.751945738231656 3.6685009391927594 +-0.9868518588066122 -4.266318782866333 0.32646216996211275 +3.0693762074832582 -4.568318344499499 -3.3028053274871882 +1.7868495041628685 -0.743263840149996 -5.595737417101416 +1.2129332358091518 -3.287688659867454 -3.9644156884929576 +-1.2795578761968 -6.934525829008853 1.9260691924556759 +0.03805694284745598 -6.415294483909065 1.9950139488507768 +-6.240072552190772 2.4533247176304203 -0.3431486410091342 +-0.7743691624738833 -5.3684255145832775 1.1901410015811031 +0.350551254158323 -3.4209335228562248 -4.226611959906085 +-1.456811208633357 -3.5651988989692693 4.037978543530791 +0.1872816244188702 -1.520227871758697 -2.5461158807130464 +-3.9461853756694145 -1.5094402637249726 4.468082608574252 +4.686421125384677 -5.799611276192884 -6.589853342887876 +-3.90329954053254 5.797460452460831 -3.2837246390743053 +-1.9145688096762208 2.059290799492252 -6.777233614901447 +-0.5660138481664836 0.7485218632202164 -7.967387950725602 +-2.1255078940122685 3.2264761157984294 -8.51156690174284 +-0.3973369516535974 -5.515388306639029 1.190487298754874 +6.336158951166241 -6.32291017258027 -11.520814199732339 +-3.157103919306574 0.5078409887057704 -1.1766641851814548 +3.278947016444578 -3.3235837458471327 -7.986534042278448 +-3.307330082049618 0.04014124837071131 0.6449146079286125 +-3.2053422793819024 -1.6779353044594045 1.7269418486369006 +-2.926914828285677 2.2900321542085145 -0.8222233528661511 +4.219047892947508 -9.696769780069728 -5.312267594444886 +-1.281747032547932 2.1533004752693925 -10.20175049052276 +3.5551895619724476 -4.513631235123167 -8.35158001496527 +-3.3517536494475335 2.3928729393076376 -6.788152976005684 +-4.486074258259699 -0.3075741806355703 -0.011505975137309887 +-1.5692969495460356 -3.737968575803069 1.7234360275046543 +3.717745822766146 -6.9004715300214485 -7.307892132963346 +-3.231381241207899 -5.505654849621472 2.9781589172160903 +4.774860376805838 -5.633287734250273 -3.6686445628925903 +2.125952751712445 -4.2533929338903915 -4.330980472611854 +-2.336942192947741 1.0206388722732926 -2.6501919084414234 +-3.252464898963548 0.7938340126847487 -5.686961151784794 +-1.5480718255386066 -4.983668584117042 4.289552968619008 +-2.9624714069566225 -0.698758527475869 -0.36320967282007544 +-1.1478366759661625 -2.6914810918763834 -3.8137641134691953 +5.708259414712583 -8.463660780136916 -7.845178806282032 +0.07781872377193133 -1.897487629633503 -2.0497379928339368 +5.408791736992646 -6.138716991146019 -6.684033218119663 +-3.1195256149568014 -2.7923203049876824 1.9599508297949728 +-2.1447586466214332 1.244437603598664 -5.1516916133457595 +-0.8179264601667269 -3.231905791010064 -1.5509848645599256 +-2.509743036891881 1.077232816246446 -4.479487026441828 +3.0718597558680645 -5.226699048140958 -2.110811187050588 +1.6555226263445038 -2.826403011784136 -6.77994970212987 +-2.0695066603330208 -1.4435865101748462 1.0456474295433202 +-3.6774539014986143 4.061652702336299 -0.8755303549925266 +4.555063318887838 -7.905095706262541 -5.506415797562923 +-4.04507257758603 -5.418680389756107 3.905523730006068 +-3.605670292804846 2.590132369850724 -2.442639531925595 +-4.650197629774114 5.074156924073497 -5.765817117719583 +-4.713316579712239 5.245309412812448 -2.8888654203798065 +-2.308808385119878 -4.686085581814328 5.1066228158987705 +1.2521498426822553 -7.184907565030655 0.14676072685990052 +2.5539556998489163 -5.15459346413537 -6.341835729535425 +4.291857242665808 -5.160074681983589 -5.522001854601611 +-3.071951448765587 1.1738579949751378 -3.7223627932972896 +-1.2751124134817915 -5.337367448934817 2.018284813840038 +-1.2510067532240088 3.5257371393450025 -7.037992430582077 +1.5541814529712568 -7.573611584672842 -4.394227776325839 +2.6115328261767705 -4.64330583466606 -8.883550437947306 +4.02820364393461 -7.9123430379329145 -7.764235562761949 +3.411963976891505 -7.443274855239235 -4.575673693694619 +-2.12056198852013 2.8572794286534577 -4.747498390503933 +-1.5794569879326938 -6.01453177647088 1.573009318080386 +1.4413192583019991 -7.453997039996706 0.12850662637030183 +-2.4328632350805117 -4.069496019347745 1.1971072334126789 +3.118339179402822 -3.4105709840148406 -9.023121258896252 +-2.8487385332639343 -5.73983606684133 3.7176528855411566 +-1.254066109533344 -4.836507131839013 2.809601800101809 +5.361228706183596 -5.604455634149394 -7.367740619986445 +1.9837436270958597 2.778557464321419 -13.543124038593447 +-4.827925770778354 3.217929971714395 -2.4198627454484356 +3.2671135178252655 -3.7762208368242343 -9.221632167935311 +-0.3765658678914192 -0.8814933051662934 -6.040958760888227 +3.6752776643195033 -5.490437379908571 -6.305127752704817 +6.977782677649558 -6.301736997701516 -10.65695315718535 +2.0369533471731085 -5.209560765575573 -5.02122600359173 +2.273211419954391 -5.5979153116303095 -3.4731842957395047 +5.960548916482781 -6.654058777878885 -10.62830789465878 +-2.12056198852013 2.8572794286534577 -4.747498390503933 +-1.9297346719038235 3.755881016196705 -8.215909922881641 +-4.27962586958037 0.9504635938907784 0.9198288999128028 +3.873668909183782 -7.2846411387624395 -6.16259341026717 +-0.7875742491000086 1.3547464984973168 -13.186945826683377 +4.791817211700005 -7.415208829561798 -7.431709999926013 +2.315491869853222 -3.90232649836235 -5.607462730010124 +6.3470858862788075 -7.655668643999704 -6.646830929292423 +-1.0017103735890207 -6.324065674115375 4.806939005287316 +1.809078103489722 -6.504425717819988 -3.094305375142363 +-0.8248711806207045 -1.9920610404458006 -2.33404017447894 +-1.6056921827696056 -3.3509308953350834 1.8194228654552496 +-3.099763360164955 2.0651221260806514 -1.425556281220902 +5.200067867294065 -5.777507189142117 -5.530083506000615 +-3.0443948868339836 2.6002126379389514 -6.658689945638284 +-3.1417168381862046 0.2904641599322719 -2.7456101360305736 +-0.8033958892530968 1.9566774718403126 -9.15649447793243 +-2.285452906975163 1.1737670624569336 -5.303044615111074 +-2.478796440720161 -3.5268447778529706 2.9560956378178904 +-4.65837838615392 -1.744171404639969 1.201283585587308 +-1.8269600624433577 0.9521897128339347 -6.136203821473994 +-0.9396990982398192 -7.687582675007017 3.130525509977378 +-0.9116489943155914 -5.620399395587546 1.9962740965121184 +6.0548672053741 -5.514874105438325 -10.171266468736883 +-1.9336547940126585 -4.592980509554518 2.3270315917703184 +5.05070519807055 -4.2981872689648455 -5.9384673609497245 +5.6709458520328 -4.241991064001262 -8.41421953050475 +-2.5478566816787924 2.4875202648434795 -4.887196459641042 +-3.66657734901388 -0.39228191329609885 0.8281477404218002 +5.156755016579953 -7.153730417864295 -6.846382573625603 +-2.49740411287595 -4.457152526258362 3.223766883420995 +-2.7865479240752506 2.7442066594088814 -8.82373889254511 +-1.156630740814133 1.5896396308511536 -7.3331036003714924 +-3.4589801687270114 1.9193649590051143 -4.861421824227853 +1.7982584957265655 -1.6258222637473239 -10.005879898787722 +-2.649339371784554 -3.325308732943043 3.097161162208243 +-2.1467819907340093 2.870384216535652 -7.132181156314495 +-1.2880437787498038 -4.868429427895018 4.223846515106374 +-3.791496933429645 1.586051043786104 -4.019258329827303 +-0.17294837406853625 -1.9267916862773826 -4.823957992362824 +5.274478472729271 -5.645002295766403 -3.3850262834020497 +0.6467911170245396 -2.1660985107742112 -5.049176272468812 +6.324587933361084 -8.113609750787074 -7.014979371227786 +-1.2938493947310725 -4.935497758131327 2.6345752595485252 +-3.369077293511279 0.07647550907048117 0.854581669727775 +-4.898067949592628 2.583751998156756 -2.497590903781766 +6.677721198369531 -8.887935312255216 -3.9389494300913137 +3.9588505561522194 -4.682096307872785 -7.281936662302357 +3.063042261213185 -7.711616685411714 -2.8384859245406355 +2.078289555020687 -7.581779768074358 0.17435113682388217 +-2.4573164891483725 -2.856674391407839 -3.934448875441357 +0.18405352173056555 -5.066199030743452 -0.19320077262069077 +-3.2737360539986744 1.7313642478243052 -0.3826290754937429 +2.770499139602635 -4.222974232458759 -3.9047280804251527 +-1.814155591704115 0.6068166159982606 -5.728872375011532 +-0.7815718368472027 -1.6248994264120111 -1.2231108277262486 +2.833801617935866 -4.68822158651197 -5.534286989550302 +-0.2052496301462381 -5.914665498829839 3.7910739297131655 +1.835934325452845 -5.090078889924929 -8.678325419578167 +0.10471645340229274 -8.932390667522252 1.2983299786961109 +-1.8953624134778972 -0.6087731771554803 -6.662661678875739 +-3.3347403432015303 1.0929883202754702 -1.4414050429676737 +0.41903146880759345 0.2856232841381199 -9.578621213776945 +4.174853826674926 -5.572759272684898 -6.818184174611414 +4.110711130574618 -6.560673391596133 -7.875999453532229 +-2.149144031687628 2.3477359135684894 -9.042502822628977 +3.9512447493817846 -8.220268218705762 -5.254309657775969 +3.7291440648020724 -7.546041490607996 -5.073368108740286 +-1.447933291146974 -5.687838814544579 2.646696330863656 +5.814207229964407 -3.872331475432822 -9.561847799446607 +1.2262446154576456 -4.097053395816303 -3.4142829901912695 +-1.7628506574938556 -5.5926328719849625 3.0820187670348647 +1.977389898183656 -5.779170709088103 -5.9148575913847825 +1.8990010120757777 -0.5448217678071448 -5.621655333918718 +-1.0983249773024886 -3.9840389279734962 3.5221478097257775 +4.525896975132204 -7.567424997306256 -4.641088337374495 +-2.166468239371212 -4.156864707759323 2.432881847274433 +-1.620207849158004 0.3126321052592971 -0.7704846690723652 +2.196768556703832 -6.611005659190719 0.1687627462615092 +-3.216642763732926 0.8598446520785208 -4.312313110058314 +0.3996479431555534 -5.458752837697963 -2.303821412199908 +2.5240056565669406 -6.803635843613692 -4.427423173005267 +0.34500722536433615 -3.950722183193638 -1.589158824079 +6.39320487781724 -1.867978015962374 -11.119843471761945 +1.5992717747601528 -6.552884862113046 -2.4473938429001247 +2.6568517183342215 -8.575403188381937 -3.1679799498722008 +-5.076727482164969 1.0910526895252 1.3448364345522648 +-1.069190980550559 3.427717483589235 -8.190414849648567 +-2.997773597768854 -2.6593980495428173 2.8412862968663095 +3.9882625182163283 -5.627652860173921 -7.524585752938853 +-2.640525454761212 -3.628877225578984 3.888650198718706 +-0.6066133963973788 0.981183058645577 -4.329866362767142 +-0.7396580491253857 0.7211029633550368 -6.668855693760179 +1.5353930669474205 -0.06794457947690002 -7.07704724660785 +3.3635367438183628 -4.022404748092865 -6.700037662941167 +-3.8402074160214514 -3.010985390853774 0.8317413081129468 +4.2457661297816545 -9.204820086585805 -3.0065504820008413 +-2.861874343992038 1.7436967302603898 -5.193299712908865 +-0.29719634031301356 -8.086626914284764 7.58314324868091 +-0.932767241532469 -3.4316460988755577 0.8212725004673396 +1.3612576809638597 -3.962198300131688 -4.737319944660957 +-0.15492999680338282 -0.3245186972046703 -8.124846665930509 +3.1699663385297723 -4.092752009146414 -6.224592721657118 +-1.7038475644776017 2.5439108191447852 -3.5924936933471594 +-0.4685650681255611 1.0152159947811406 -9.230172077177771 +4.943090604361814 -2.8097813450071536 -9.036063079104554 +2.64612507877172 -2.1224168210384793 -8.056335679671156 +2.5805127921596 -3.428792862129982 -5.4144695872723645 +1.4013274511628369 -7.885703971650142 -0.6492967143490129 +-2.0350795225878655 1.8074018086061843 -4.562829489134209 +1.2282913697484283 -6.5513381448418 1.2893305537230837 +4.021227205776134 -5.95110270357185 -5.863509146194291 +5.770561511535073 -2.654213838583398 -10.30525702989773 +5.035818200547606 -2.7955610069682333 -11.58721523806623 +2.6930648797928405 -3.2423915095089586 -6.703003780677901 +2.8276278849234053 -4.664886637870346 -5.9953197371416245 +-2.4400841622607636 -4.038717707910158 -0.09982837875686124 +5.762430270021443 -2.7001077625293366 -14.0752172434032 +5.252820452538104 -3.1380335083946242 -7.86953106482909 +-3.358281245936465 -1.07500006648876 1.1550311945267986 +4.808878400542294 -3.6979046935746087 -11.102811537885692 +-2.145626455535302 -2.4998014873974927 2.0539734095648203 +-1.28956489754184 -9.031052492930227 3.9879187899621527 +2.549909909958327 -7.395860742982121 -1.7278495553828654 +1.7154769974226594 -3.903471359117317 -1.193285040848794 +-3.109643778956892 1.4142640298998082 -2.69226800184534 +-2.0957238815483157 3.280741246374876 -8.770984423081302 +-1.3137540381391348 1.2622051672302215 -6.236958313940755 +1.0932195561441547 -3.26653486406246 0.9865253365891284 +2.2434282789337123 -3.08829339336241 -3.4486188709673558 +-3.942929943961193 -0.8825888660391334 -0.2788879933365618 +-2.0561005011548805 -0.8764802067414452 1.4927808459412666 +3.0792965586351073 -3.5731862576284112 -8.238913320754545 +3.421685540815475 -2.3775964271708774 -7.448748651797497 +-1.1893021706225535 1.268497190687805 -8.069255221220477 +2.9641434230913104 -5.226856828527254 -4.0742074208097145 +-1.3123146536070864 1.8106861996975052 -5.510764991253306 +-3.8761225166210265 -3.4479032935107603 3.508412467694942 +-1.764159872916109 0.24235775031547613 -5.5213266793253215 +1.1234404428543237 -4.238404529398419 -3.7115261687724543 +-0.10993523172767428 -1.317743681982622 -4.088928403393623 +-0.7427179268010804 1.9142915064564177 -8.018655050877756 +5.660696464301833 -7.016824556159976 -10.11007090344238 +3.41662066082589 -4.427960971689352 -8.004723765562936 +-1.176036078867619 -5.412256727650869 1.4490473701529292 +-1.3458069499273941 -4.187464533091233 2.151580621960579 +4.888843169860552 -5.269442069016208 -11.21431434826291 +6.803899897363216 -7.704129815605656 -7.139255430586551 +0.7715937562801805 -2.1995169061040167 -6.561465865874145 +1.881665446327733 -1.2025475504320298 -7.9471484806912125 +1.0840522797359164 1.3675043397728066 -8.482652125106961 +-1.1016185081453989 3.4231027744056233 -7.195799573268075 +-1.2421447342072578 2.1405496144341853 -8.08958390570247 +5.37441000237001 -9.059657565860215 -7.429645242020103 +-3.869634026320197 3.3478965795677453 -3.672069248885056 +-2.7454608993652467 3.141494519700352 -6.55388138778796 +1.1649912592078353 -2.038285618920325 -2.1698462463515935 +0.9942421964754313 -3.1501224997190276 -8.315497270430468 +-5.158918675889676 -1.1112282928099089 1.984525414013799 +5.097510167731305 -6.471691481131693 -6.786794965422983 +-2.496940392923975 2.6582179756064157 -8.526269669432471 +-4.061423770419333 2.567652360748812 -4.090561546203986 +5.261684442477034 -4.570960627600689 -7.160110606810774 +-1.55586446145178 -5.795502387386247 6.582510555244667 +2.501456608524129 -3.6562161362111794 -4.563847577850239 +0.39818340476850966 -3.238648981732821 -1.1424252989112074 +-2.6479505921708517 2.467965131819592 -2.750713484312433 +-1.6008178461270441 -7.691398152384755 5.9292607115328515 +0.9430393792006483 -5.498794710463718 -2.14230892371439 +-0.3545439292916135 -7.909471030868846 3.5832239776699626 +5.51349074051761 -7.1916505780147135 -5.1069967574328325 +-1.5211673434518547 2.162325889225495 -1.8142754250360698 +2.443653630464882 -3.0337633085226487 -7.832467034993167 +3.225052453783594 -4.581753966590297 -8.556700074138977 +-1.0795377503132257 -0.18567079028011335 -8.339623676430312 +3.5336956913432647 -2.4910228239824566 -6.315779627302764 +5.895327552528351 -6.03461345935211 -7.1009732640443035 +2.8866358787003747 -4.762598882886448 -7.2295445985264735 +3.2689124446518103 -0.38186059569349196 -10.065030601876122 +2.5399066528898557 -1.303177745116411 -8.646548159381584 +2.666571637956527 -0.5717033440671342 -4.977698024833338 +-0.7447275569178282 -6.058986890403359 0.33553556061616374 +-2.395937857668555 2.206632896182259 -3.7098447079326426 +-3.0094256844870917 -5.432812294842293 1.7366640010071834 +-0.7910794267552046 1.2903119189665384 -11.41637549796287 +-0.41740660037104393 0.7786858811073119 -5.096766237139418 +-2.8868089387657876 0.7772833557371328 -1.5630483091952527 +-1.444530930076866 -6.84708731484031 4.778293940966822 +-4.2150200179364905 3.082605334236246 -4.472439070493102 +4.867289858198102 -4.910047989833762 -8.934989596878232 +-3.4459519986527916 -0.46297126309288084 -3.4447473599086114 +-2.819671762314877 -4.689866960449179 4.050166099748903 +5.17263871247826 -7.2414338852139615 -4.46151717220536 +2.531491589852001 -3.2134166014038907 -5.626035864793786 +2.990814367993659 -3.264954460062576 -8.961259746394875 +1.3436744070321278 -1.4323022846076228 -12.07093696173853 +4.2768325180307345 -6.337163392566264 -9.00884091812002 +2.541934213377033 -3.7122569861324197 -7.220473269506739 +-4.6734808413288 3.1298975603722523 -2.709202529544107 +-1.9756334565793394 0.7096142935046252 -1.3503553279702813 +-3.45671143611858 -3.5181289668598517 0.8921263889790971 +-1.092087772306133 -3.408623088360982 -0.5716553198247525 +1.0531849509839109 -3.032458418908302 -9.211336334562882 +-2.576021799612859 -1.5472417098706908 3.4194259786332486 +3.9151325863076547 -5.005841056883102 -6.62671872361467 +0.1261984661740676 -4.009748888864673 -1.6730105016624293 +-1.4143122099888474 -0.15690253530835596 -3.7273343067415228 +-5.265565712360568 1.8522303454577393 -2.382286171384425 +-3.340565769032416 1.291697553902356 -4.049405817046017 +-1.9377476599442462 -3.506375031221277 2.6411447943680626 +-1.9373826556311369 -6.1528274238586125 3.6511086091505907 +3.8248663571628243 -7.466435192224561 -4.89715134134048 +-0.15309053884186063 -4.211510899637204 -4.9136641915222965 +4.748904506639474 -7.520714345339959 -1.1486980179380275 +-0.8594376953075691 -4.683310295213049 3.4670639230312217 +4.525567295500362 -2.8064133108543956 -7.8705393022616015 +4.541659180175273 -6.249303996455329 -5.932372512809882 +-1.9385863941766228 -3.815509219815665 4.129973531808731 +0.4830544659967956 -6.281744118440127 1.3591917872291128 +2.9048903884742576 -5.233939356864154 -7.616605695794619 +-0.7427179268010804 1.9142915064564177 -8.018655050877756 +-3.684400102120308 0.9850070353556202 -2.9705801831349388 +-2.671559189521061 -4.46774187083223 3.0211274687237544 +-5.0282821465988645 1.6040642029341248 -0.011449190345572485 +5.921148022075433 -6.239980761982555 -9.472452974268041 +-4.695343793853678 2.7276894834927266 -1.1677107681795835 +4.843235657962834 -6.280003843335786 -6.977842043787285 +0.13386909457963636 -7.850726590825825 3.6305907109754276 +0.14365286607285854 -3.6863123980175048 3.5010229207116557 +-1.7132858902025685 -4.236217109765967 4.584376859441932 +2.535858203289993 -1.3564502090709651 -9.992504537704237 +-1.7058585770658348 1.5566753632672308 -6.847204379505426 +-1.8091500625195258 -1.2336020039641387 0.5309114155282768 +-0.05844332141588093 1.6484348328715424 -6.196218345198113 +-2.1482910095239633 2.1985093638164566 -5.553087806452024 +-2.1799554673020607 -6.3614932238063995 2.5290359238559192 +6.528394344516325 -6.882988600356828 -6.695820479897778 +4.4991206063306475 -3.4156705478034404 -11.702754571332369 +-2.5448327866683265 3.411230929063577 -6.195149844761886 +-4.298657687800179 2.266595736383679 -4.847635132848932 +-1.4560621298834304 -3.341743902390875 2.165943281923287 +-3.821139678095718 1.8731702220362116 -3.1867526334621883 +-1.9373826556311369 -6.1528274238586125 3.6511086091505907 +-4.096465512185092 2.1653459612187413 -4.594449164881194 +4.562325501619824 -4.405786597773796 -8.402948373397411 +-3.1538126088885363 1.5813227592683328 -4.849321728047572 +1.1475030530485753 -4.826605574154594 -2.44059509973535 +4.339853264111099 -3.7531235608683606 -9.126162220089919 +-3.1730812389417125 1.1722711906419354 -7.292717926029455 +2.3224761635508875 -5.7475143825336605 -5.268540781172968 +-2.1107116720718753 -6.535392175079271 2.507101879404863 +-0.06728749852450622 -4.949923836754184 4.945252366858118 +7.20696716369932 -6.725901690579496 -6.521864812154725 +7.195012439594148 -9.868227723644173 -9.8015842239088 +7.551671700173467 -8.638329730745902 -8.165883530097233 +2.391768845214644 -8.49205454190825 -1.2538040557012644 +-1.0523419078540752 -4.039320495611362 0.8919631236428769 +-4.5107420524863855 0.9420148584299124 -0.2816105727115761 +-4.560550830181661 2.6569308021710514 -5.43625569580134 +-0.24423964394615005 0.9587521437289217 -9.208705293211407 +-2.0917850304973444 -6.1446588769134065 3.7437963537571797 +4.8924199486588265 -4.055739374139193 -7.9342416300214005 +1.4275618395147334 -6.876136335934376 -4.06314251426918 +-2.0040029733920286 2.6639839163223646 -7.05877915712295 +1.565344498632318 -2.766146077809788 -8.788583588887565 +-2.1687536359462167 -6.649102669707002 1.7986430073141861 +3.4436197599314644 -5.531161775252128 -8.049663038582542 +-3.551084801166673 -5.808269432393274 2.235911339746699 +-2.4853588071642068 2.5000383384445355 -4.70795068285376 +1.7839696262080786 -6.818336486856864 -2.1759045717514245 +-0.39170130727890706 -1.7452994646185527 -3.0015112090246405 +2.8446714207739237 -2.599031798013491 -9.323085944284898 +2.3938360408591404 -1.694557890100603 -10.289962405947541 +4.286238114005909 -4.214126699577172 -4.437176303442041 +3.969031301496139 -4.639378808238974 -5.801135402964895 +-1.5121354750236269 0.09412611289623207 -3.8527463157462427 +2.948361026480029 -3.6336115059198835 -5.6699922786448225 +5.9872293356402135 -2.3708060862567617 -11.080169736540814 +-1.3394040573790331 -5.491981549189743 4.209858441682258 +-4.529191733140169 3.170214936479657 -1.0565943758752505 +-2.0193221778551576 -3.0749035857483555 -0.06538282421248029 +3.2453055889296287 -1.9623932190835311 -7.1711804017482725 +4.627838313833925 -4.420385928412604 -8.315171410828349 +1.234068167933705 -4.482183195935507 -5.384189135046652 +1.0198618912159103 -3.172930809569374 -7.959788409904025 +1.1309286392762619 0.4273570958841235 -11.013269076555211 +3.1783794499594196 -3.415655175547359 -6.618597491926887 +0.8601965446998499 -6.6935872258942135 2.7993278062449436 +-1.561608445160668 2.200179099343103 -9.921746534774298 +3.8096331757167357 -4.120411442750319 -7.157401339164157 +-3.119451671150241 2.6894786142995155 -5.202983753855189 +-0.807858318646691 0.5904819763233995 -7.253724066593986 +5.016499920388094 -8.0711038103744 -8.289837061919876 +-5.373666013508898 0.01391289594672962 1.0792525509133848 +0.915834499321736 -4.7781656982332255 -5.662450742496352 +2.4898505145109433 -2.0640651838550577 -5.279023955684186 +-2.369337774282677 -4.733599835934002 4.17291838569032 +3.948666161202834 -2.644845565472272 -6.542942471477109 +-4.221361660558048 -1.2425214170379064 1.5341343707142183 +-1.055083906048583 -5.011239888237868 2.783929533444972 +5.276349974157916 -8.330475938369208 -5.603579438398921 +4.202977733688745 -5.746754654046431 -6.154640993900375 +3.201714803822085 -5.644601572957143 -7.1415799968686295 +-1.6592040172924674 1.2083335886873394 -3.3053651938579534 +4.657529908347408 -2.7869197639026795 -9.099019613126652 +-0.620281189618471 0.20906462768951783 -4.395244771769178 +1.3175805363185151 -3.62918137938268 -3.374005566042423 +0.5369914596486314 -2.5260921343602707 -2.418171221618807 +-2.4221928406394495 1.0503884246342023 -5.550269437968205 +0.34901816246153805 -0.5974116906459139 -8.558345660233872 +6.653349407243401 -6.194112352893632 -6.2950796097287895 +-0.6585696791055065 -0.17771581477067588 -5.196065797108009 +-2.0726410362040704 -5.805644265466034 2.620310464712275 +-2.0087222555065902 3.856266990234949 -7.457791600447628 +-0.33537389543194296 -2.7224597471483185 -2.343028770591045 +3.5241795010639456 -5.662451686316819 -6.154476177867762 +-2.5674494789006457 2.431358258624054 -7.306998326496885 +-2.576041028709833 -2.8506511060227764 0.6396744295550638 +0.5655746740084494 -4.815892339388279 -1.828267416470966 +-3.0489126415473797 2.4808754436890386 -2.310274992312909 +0.4528609790239261 1.3908088120164441 -7.674168935064803 +4.336168754192304 -1.415319408877668 -11.82791363551083 +-2.016000528980365 -2.311770823089958 1.1159216267883107 +0.8350943906793025 -3.9775739522573064 1.512013913888409 +-3.2397836432033307 0.9835824163479572 0.33732889542016564 +4.573333630291364 -5.13427018587903 -6.806185348076944 +1.745170653984104 -5.916246620109169 -4.276640678117611 +-1.4381279440713888 2.3426569512620956 -6.581243988807395 +-3.8401010108325915 1.5388865166851868 -3.3706040368058354 +2.7749334018669467 -4.394761412207556 -3.655699729098466 +-2.137346055904464 -7.140183585158219 5.370544444148583 +0.2073509683389101 -2.299898820665131 -3.81815636644091 +-2.316834295014413 -0.8096810536605661 0.7497799835962233 +-3.371439427891614 0.27480742466455643 1.977544647369232 +3.607274994184406 -5.301782103848944 -6.4908488952006955 +-5.384898757361227 1.5986993228354107 -3.5736146595413025 +5.095500228631859 -6.676639820540688 -7.728077826108862 +6.2704305168372585 -8.228106348260594 -10.489085899220402 +4.442606392853742 -4.478575788887469 -7.192269146060854 +-1.9503621033226586 -3.315316526798946 2.422972985273333 +-1.4973986740638945 -0.3092897052814667 -1.463682662587465 +-2.7890867847420515 2.8426807390064743 -4.437971157248583 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_bias_-1 new file mode 100644 index 0000000..92456cc --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_bias_-1 @@ -0,0 +1,1186 @@ +2.6827624961237935 -2.6781241506495808 -3.913125897243492 +-0.9301401389572432 -2.9884833767275545 1.232060021745944 +-0.052093390512154836 -2.3853418217289875 1.2792235591770573 +1.6916570441167265 -1.6379062838127247 -3.492935077291846 +2.161897190279298 -2.271263456419573 -3.06318631501385 +-1.8578977796663956 0.9145090369210287 -1.4915740864091773 +2.0556152354063655 -3.9132791573849275 -1.8712932641832485 +-1.844513721494568 -0.8227508349128175 1.4944462093464155 +0.48578310754086595 -0.552273051348352 -2.625733084145044 +-0.7802783974760347 -0.09333498617645206 -1.588249387161362 +-0.055803346376207874 -4.734058764362258 1.9682860182359996 +1.7218205911852675 -2.0134257905633324 -3.173976877329776 +1.3090763920324135 -2.7742161521278916 -2.096285818369011 +3.8385913578262505 -5.202536224203543 -3.9945058785271015 +-1.2974860269131199 1.636340109873291 -3.6628859014431683 +3.512831040398614 -4.8341372419348545 -2.692138713199265 +-1.0982814176199913 0.09506740286079757 -0.8346687024115204 +1.5970969616357864 -3.5605560088879673 -2.8710018124159316 +-0.1605665535230518 -1.0608373352262648 -0.8103005764374944 +-1.625591714266793 -1.3580797804376215 1.3760203652597864 +-0.9126730205242386 -2.274447372687625 1.873970962320393 +3.010958283943067 -3.367175731375339 -4.1583933387085885 +-0.8683001123186398 -0.43613065663339745 0.2600608979951008 +-2.586172425297903 -0.06876175036270349 1.5633091128896655 +1.7798833376697 -3.6622338347361896 -2.7078708697211704 +2.6407479309227417 -3.1943533076217423 -2.0837822304758244 +1.4763207144151793 -1.798858753445557 -2.669981307207229 +-1.2644891290329134 -2.531343585193293 1.4344881570809254 +1.6301298782154354 -3.651004666268295 -1.0146791865155145 +2.8518083108122174 -2.5708112857811227 -4.114169589562897 +1.9088221695684477 -3.1154130537826608 -1.2316055561528745 +-1.8774335163174771 0.35554700732822614 -0.32861733261653375 +0.49028852730448347 -2.7416019848361333 -0.7752407936847662 +-1.7417580542474198 -3.355623015206759 2.1737754989763993 +-1.4343733039572364 0.8262733816991135 -1.9994261384166019 +2.2818772415549797 -4.327386852886746 -0.9907049319744152 +1.5735856056995499 -4.338045167825304 -0.8544427893225994 +0.30042135613260307 -0.26359335701789477 -1.9506245331876146 +1.0771962964076292 -3.1791427038910105 -1.33392004621634 +2.0102835045913086 -2.1086621428595347 -3.7292767791647288 +0.18857203377628326 0.8391383654235822 -4.591147352123282 +-0.3252039819996531 -1.5346126311665744 -2.1377253482329164 +-0.4347831502392344 -2.3517767699857415 0.9987234238152833 +-1.7631950322795293 1.5738253517623335 -3.040440395612711 +-1.3965133627053645 0.4168926290915358 -1.8353724037796395 +-1.6439643317037973 -0.6115387394511782 0.39354107985901254 +-0.8019240203568864 1.2172392230891356 -3.5699687056004863 +-2.393840151654976 -0.5679062469984988 1.608304183452971 +0.8477684961405765 -1.0891205668733432 -2.999504936715266 +-2.579139045547604 -2.037044182903468 1.1689390374297306 +-2.6319566847230274 2.1435254664874983 -0.9397797667701 +-0.3019371229941604 1.0761083454241136 -5.129594138372048 +1.16418942177007 -3.2047238316334345 0.31292490053735367 +1.7127597787055928 -1.4465275620836564 -3.5743106198047707 +-1.3832398312967744 0.8373230030897342 -1.504907993448888 +-0.9278534718924012 1.2851897418572273 -2.1862192823074427 +1.4804475289873211 -2.996425438085381 -2.0411449159532067 +1.3254336168357752 -2.249144682200545 -2.019893975290027 +1.994795327114471 -3.393261774547786 -2.019553322354632 +-0.2704822397845373 -3.3221015736717425 0.7196043122750012 +-0.37421744556274433 0.23484672865806583 -2.3424975663449485 +2.3073460087488904 -2.86938749267387 -3.1572378513332717 +1.905072913870988 -1.9398289117336969 -3.0095535194953027 +0.2814819817360095 -1.9729715645513028 0.4111133324627797 +-1.7785380336504897 -1.2297050097578683 1.1283745680298614 +1.9351824566617302 -3.6146982160235788 -1.9292754197416346 +1.2183069292071267 -0.859582073659069 -2.673201161177228 +0.1024446590576083 -1.4541776868119494 -1.1886251250391717 +-1.9836434210104243 1.4762261381072033 -2.3230384572182845 +-0.15765608328360772 0.15169886511468197 -2.881184378024675 +2.121924094767772 -2.8653325525075255 -3.359170761551878 +1.2222101059689205 -1.799656319023988 -2.868305992589908 +1.3449621086262944 -2.7800916468160053 -1.5010409452563913 +0.990089424423209 -2.0749353936291848 -0.9534149538839056 +3.414790924467894 -4.024744377030203 -2.676312401892624 +-2.1818819105000653 1.6715186263154391 -1.04805258229933 +0.796921699064796 -0.3918315756424453 -2.2969321027709175 +-0.886874085891254 -1.6258233505165176 0.6039816751279057 +-1.6537458933971205 1.1100953856914086 -1.2795363529674357 +-0.536834489648268 2.188490020702077 -4.444094050893821 +-0.4776785090804892 -1.2368580089262022 0.39330153993792766 +1.5346353989804344 -3.0333405437589724 -1.9596046349213119 +1.246507615356503 -2.31742382148266 -2.364474931798536 +-2.901248680080018 -1.4145305697457784 1.2590032124722885 +0.8349808228747728 -3.8279316120910654 -1.4093457107147025 +2.2939957606157675 -2.979065374270407 -3.1425716863140267 +-2.6810910237160064 1.5397135093122327 -0.7312087353532232 +-1.2971398363380129 -0.8014192186366478 0.9928175428623988 +1.8558510250432245 -2.009374518052296 -2.5578587631596936 +-0.26863695595867426 0.296880578894503 -1.8004005996148587 +-1.3580562633077973 -2.7085464509328627 2.029942726467747 +0.4576480759151743 -3.3944964773775594 0.8725787644902516 +-0.20545352698208813 -0.1441086202097479 -2.435621751885526 +0.9117142120090233 -1.1881387442955869 -2.7450558995738747 +1.1730480509807721 -1.690508846306225 -3.7313653675022445 +-0.5661148116741814 1.8810730874637127 -3.8408056551700644 +0.4284185182519689 -2.438354701941629 -0.513227782882314 +2.1427779771258004 -2.9790672829763043 -4.027433098542178 +-0.5895293191139296 -2.9170487158124936 0.8005505196724083 +-1.8443821653918138 0.6290156956457378 -0.42337814322341216 +2.7285292505758605 -2.51177790058373 -3.589996919053046 +-0.29900002505014506 -3.7887277390785568 1.6531203178815432 +0.37193158989858777 -2.479871011512763 -0.8742189945966587 +0.9970638044522148 -2.6973771702412086 -0.6804515565751246 +-0.8060236849151546 1.7524812250958273 -4.0080039845700455 +-0.22208258312926432 0.96606957171506 -3.889143193071334 +-1.211582276960097 0.7544942858682592 -1.7094264916576454 +-1.4980771452824047 -1.7404516458075026 1.5054949189005788 +2.5694220101031338 -2.6075266053775774 -2.712188523066713 +-0.7697392782445732 -1.618663091136021 0.7348444006172998 +0.7135729529765373 -2.836305323561233 0.6186017342830328 +-1.8328342193778124 2.2410430849559186 -3.0757799716947933 +2.327603407627028 -3.449710211474351 -2.5745780898860122 +1.0336513818969746 -3.1149826460358705 -1.1963082749234277 +-0.6835784888772268 0.7706865575399671 -1.7264016129566708 +0.03148578102385882 -3.070841550464968 -0.006823244505340054 +0.035307404851150304 -1.8269407864726646 -0.8659248855571771 +-2.065867607359813 -0.39043973448356223 0.8580190568685064 +1.5115572961071309 -3.1397057037228824 -1.0854860060579383 +0.22221192518025842 -1.2643542105650563 -2.321754613696191 +-2.2385812697629515 0.3750774584736031 -1.035442893667025 +-0.898811840495792 -2.2860347595110952 1.306584976547293 +-2.017844455639475 2.3300795560686907 -2.710415880697704 +-0.7826172431457256 -3.3598212162368077 1.5318117386445471 +-2.901312834870963 1.7671170041891042 0.21128593482461766 +-1.439202905375925 -0.8905934106513907 0.7460658868358436 +-0.11893411221247711 -3.2301468321597433 0.1564940866241506 +-2.0478956263241885 -0.17241203108614347 1.1749287956951564 +-1.315944013736015 -1.6119035715554633 0.7821703229768804 +-1.8529789663239729 2.2672664836566288 -3.4056849990681464 +0.36838160413071525 -4.342567372295761 0.08829822116135715 +1.9575614394983634 -3.0230952495113312 -2.925374859463973 +-0.18563552893095903 -1.8962695965779297 -0.16281683285993126 +-0.8704623138982382 -2.405171947032522 1.2620681162184786 +-0.5830677243582676 0.5396415637265817 -2.904197839581975 +-1.1225425161255747 -2.0163825956055934 0.5629651609600664 +1.5256832978797379 -3.354244846316046 -1.9749340594076878 +0.8009763604346075 -2.386648943112891 -0.9942700668774576 +2.2211948438379303 -1.1550572697701735 -4.3523422366278295 +0.8551561376680745 -2.963032597873868 -1.9675860213730543 +-1.519472270814157 -1.0171560431906208 0.6137471649391617 +0.12804573875325836 -1.178014295453525 -0.2794256740342315 +-1.6804608390272717 -2.079666751242073 2.0378207493555496 +3.3328726297637052 -4.7328162369529 -1.307706764453229 +-0.9965318806553887 1.087420629506573 -3.0972317809941723 +-1.8097134408911404 1.7541432544681874 -1.5605772385938605 +-2.4954931986204283 1.5111641572595012 -1.5068928843140088 +2.37891902492723 -3.908191403346551 -3.038653052868565 +-0.3752138171006208 0.4532520287323836 -2.8364973818644885 +-0.7035178967365902 -0.5132850087718486 -0.5078390391802632 +1.7938821335934823 -3.1657095452173936 -4.113801407253998 +-1.2862755751879558 0.9527936199832171 -1.797281745132088 +2.041820486188647 -2.7453735360287137 -3.7067593026427454 +-0.7297103734923669 -1.0946393289837884 -0.6631058586122287 +-1.075002268635149 1.0062747860382957 -1.7697712820104188 +1.7183157270472025 -3.612597710405887 -1.3884295475314958 +-1.34308066272682 -1.063716966768415 0.9747911842350563 +-0.421372799448358 0.4258485052449949 -2.684578940965186 +0.880605768136243 -0.6607807907525546 -2.882580322593834 +-0.34448679994406073 -3.4813646263497287 1.892267568071077 +-0.3076376473321609 1.4944629550969322 -4.497734470207167 +-1.1840471696858836 -1.343521458085182 0.8956367852108345 +1.9281352964803649 -4.542710083937396 -0.6720754461491734 +1.6583766973765997 -1.6536440457222001 -3.1806902681385223 +-1.826970603789012 -1.0994779450558896 0.6980517796084504 +2.2900266211711746 -3.5732145365469634 -2.627315759234164 +1.05778357778238 -0.4101687605196819 -3.933876967716801 +-1.0025160807828826 -2.459824543132913 1.5048995465890367 +2.571282899345225 -3.722750348986869 -2.7196919814294884 +1.6180749579497902 -3.490833863586759 -1.6788174944270084 +1.0744900304243543 -3.5429148980270297 -0.8425993149024349 +-0.2969264903431105 -0.44975556013182033 -0.25835437541837597 +-1.5778126664438907 -1.2387921761291047 1.0160433314183426 +1.9004525198644715 -3.099135858649856 -1.8222544049242353 +2.2745320571098966 -2.4467823457967475 -2.8698050912900217 +-1.4174209059901424 1.3839051893327419 -2.5915413039956845 +0.8265714367542266 -1.751665795016684 -0.019047509685467867 +1.2741725147805216 -3.025631704071628 -1.627121106887304 +1.8941409673362293 -2.2587765765183425 -2.8279883508848633 +0.3056638611049754 -2.116026399800526 -0.4114241253902508 +-1.1724813525629 -1.3227728101882266 0.8334454975276915 +-0.3996016999365661 1.0557206503313001 -4.499918369186719 +-1.015366011482369 0.6563787048273246 -1.6605181383064485 +1.170809059781351 -3.033958683423753 -1.4191304809073717 +0.7958466947398989 -2.182029832505242 -1.8796970496988517 +0.1343119401105173 0.003977600932447978 -1.5673356566919443 +0.39540761628114096 -2.9283249857310447 -0.45367142539807814 +-1.2211334375764058 0.9310485699210671 -0.8647605040016251 +-1.111922544081764 -1.3355674602707974 0.5677117727255364 +-0.044376347511823795 1.4241813724318289 -3.9728421480512233 +-0.26962988608229627 -1.1029419322195089 -0.2580310954372782 +-0.7864082114006252 -0.3404784010219697 -1.4053339395962687 +1.7117272797961165 -1.5101918554005669 -3.5901567514092156 +-1.9603202115404044 1.2484207211371083 -0.4173203149983948 +-1.1738852238742516 1.7654855685871453 -1.251127591470495 +1.897553085828735 -1.955495592091503 -2.52151121872573 +-0.07655802487513542 -3.358595676736353 0.32073960007613217 +-1.5867330587115753 1.1327384188612812 -2.0106728030365146 +2.589257515036104 -3.679386619620624 -4.176921054931198 +2.6499373272068474 -3.014394465564512 -3.17821024894313 +2.165755855873605 -2.313783374898841 -2.584884773697535 +0.6947045728778467 -2.0485248295422784 -0.9141733454958967 +-0.7593889445578292 -0.6523527994414874 -0.049660334478121515 +-1.488715195030372 2.0546035516664336 -1.8240265085779808 +-1.2405959965448128 2.064206695772655 -1.7289931791320163 +-0.3443810861602064 0.11601515773316223 -1.1370276376648574 +-0.9854437297307318 -1.9702276755605563 -0.7263136329204968 +1.4815069701994077 -1.9007219974463432 -3.43995029734341 +-0.5758900213216447 1.5614016054504616 -2.7419596681155727 +2.2943883678585495 -2.7429393798997705 -2.0951417567806363 +1.6239283332169272 -2.8499500872113055 -2.6075297385000162 +-1.411510092180079 -1.163240515368628 1.6630587319645038 +-1.640276593816422 1.2142376709222915 -1.3092087584455516 +0.25128971005961126 -1.3868982482885681 -1.2570919663399605 +1.6576448551820864 -1.334821930356137 -3.361095645076146 +1.9514664929284358 -2.0994332901382378 -3.544806444159081 +1.4751987707674183 -0.3029886282607497 -5.498793859450563 +-1.5472786692729064 1.1059238011383778 -1.148103751035758 +-1.4200489271435084 -1.7588893578509226 0.9155756294053305 +-0.2185685923516854 -1.7127093642234388 -0.7190540592407143 +1.810938475110245 -2.5234056989615303 -2.091478118871633 +2.155508777677397 -2.284577795490626 -3.1102735130549783 +-1.8573183165960243 -0.09538320970692027 0.34633529951306946 +2.2591319183257217 -3.969095118711846 -2.1656263894752588 +2.421194777076579 -3.888754666160113 -3.913728205571199 +1.8847726978995036 -3.1055846473707076 -2.8463208365784003 +-0.8551591860805604 1.374962752162872 -3.7651517502440166 +-0.19205002352341582 -0.6051113285263057 -2.3539712905490084 +0.9818295768647716 -2.409940730589617 -1.6121579595358764 +2.6645392942784087 -2.4249285651388823 -3.9406399773219514 +-0.9323061484225228 0.37343804037683254 -1.7724587332799258 +1.0528510527599833 -3.1275696325406064 -1.67416606595108 +0.9071810794205352 -0.772682523213532 -3.0105763231294422 +1.9094060919110336 -4.278656309640604 -1.0440227579311272 +1.8282623009969607 -1.6632210910653673 -3.281731251366446 +-1.5932223987960192 1.3581434636353762 -1.568195475739392 +-0.7135523421319379 0.9905779986322079 -2.23498812360929 +-0.7985665521659451 -2.296491678422705 1.7625661571559237 +-2.2108060827508953 1.0460589503850164 -0.5756000066738257 +-1.4009005985007719 1.3833458061261212 -2.8520915974462415 +1.459312686363805 -1.489975214524149 -3.1677990995534384 +0.9266445547224206 -0.7069162348817741 -2.572170662650413 +-0.8039018648682524 -2.4326877090694277 0.4399948327619552 +-2.7304252866108407 -1.9116220505426529 1.3116367637053667 +-0.7921985166622565 -2.2942917235009785 1.1649291602104408 +-1.2171776181555838 0.7005501478250358 -0.6905388536143067 +2.498034772890908 -3.42457028435252 -2.761617275401301 +2.803398974802452 -4.657601589192149 -2.244514542538902 +0.9087132907823108 -2.4681689727474323 -0.17883738268628213 +-1.0101583777664782 -2.358212654743986 1.2502927532515906 +0.8935777899527688 -1.894825062560887 -1.1394049527534955 +1.1746391090711679 -3.237459559773488 -1.146534839274159 +-0.5588119005991696 -1.4800300761883274 -1.9748286296223325 +-0.6795140356613784 -2.129351021307744 1.6542113971704386 +-1.5570161592454963 1.3873485686768576 -2.1769889089590833 +3.3827416832086468 -3.8483963927917575 -4.562831822166594 +-2.096785474392527 -1.132949844582862 0.6718955463703413 +-1.6794431457557817 -1.0237086804065658 0.9301675450439509 +2.016754909625387 -1.5785243939609759 -3.020253344944547 +-1.9985245509715377 -1.1188638185806168 0.5983427445832925 +1.963712684773281 -2.4045446616987918 -4.468575026922847 +0.15433937821844246 0.8049364448647187 -3.8638836254404167 +-2.2749909664401264 1.4720051411438317 -1.8151347020493103 +2.303699701021601 -5.112831622093644 -2.7481643744192614 +-1.834898053186147 -0.9602324353324336 0.9029184794290489 +-1.8529765557663358 2.146860774028728 -1.511892899673391 +-2.037535788316056 0.9630188332885544 -0.3892857688567866 +-0.7574582589326635 1.6406734724138934 -3.925202992875111 +-0.24281803265476998 0.05709629792235091 -4.516496224574324 +1.5592168720595903 -1.95783778832027 -2.9030957625133826 +-1.0846334221446339 0.9909351971702122 -1.4558611458100192 +1.544018218099578 -1.3110270030881996 -3.1105853849180054 +1.7636808212174777 -2.8706064365343984 -3.2149713193553557 +2.144532640142901 -4.02103431709592 -2.2850419925921712 +-0.2600829014920511 0.3868999345378516 -2.456898706730104 +-1.5035230847681802 -1.5596775050245744 1.8231663402484086 +2.600410076356513 -4.242628200383366 -3.167672681023835 +1.2158929620441254 -2.488960175697149 -1.938493988215485 +-1.1253316698322777 -1.2141708383378513 0.39121770955733043 +-1.0020056049137627 -1.2735690232970396 0.05193871648614842 +2.0893181668026024 -2.0582826458526444 -4.170501736624259 +-1.2869641986720275 1.4651196790457097 -1.344192033675099 +-2.569751136803485 0.6945385524769959 0.24899193628775854 +-0.5987247417460682 -2.4326426335731677 1.5070268506318125 +-0.6421739626107485 -1.9418240804927311 2.1304409294596836 +1.116320934686464 -2.1927823142895733 -1.0546174193816025 +0.912332134393641 -2.3184591517951967 -1.5900385274205417 +-1.9933013556944539 0.9609385727636932 -1.2022829624643379 +1.0425939516301688 -1.9146456560870124 -2.4122456492670388 +1.9780052164859372 -3.396953250998943 -0.6477629215629637 +-1.9861436528762726 1.3071773186976634 -2.3232599443709723 +1.4603243683227258 -4.119859284323177 -1.1260563475705867 +3.3495119008891145 -3.5172288795879205 -2.8521444599972874 +-1.0641449290870293 -3.3883121795571105 1.1407213799468863 +2.8656679340587186 -3.2909563520899106 -3.2800911646688005 +1.1633909853346376 -1.905396623974016 -1.943457860765745 +-0.08471488921497385 1.1891741373547924 -3.386759558440492 +1.9360933846666608 -3.5168468932907655 -2.4868813519248407 +1.7133309459567876 -3.714748172694154 -1.8964957906231723 +1.7846630977349192 -2.3736506296658466 -1.7021788799206992 +-0.5047063940052743 -1.7184736645159873 -0.09159349368793969 +1.9406863213821566 -2.22298115616714 -3.503801287752301 +1.6231876918502681 -1.4035885550650373 -3.8794051953902904 +1.0355832774769156 -0.5963565866309514 -3.9951961392697815 +-0.8070346592147818 -2.9486722881214296 1.210002144379001 +-2.0393831450851296 0.6008694676203317 -0.837883688803035 +-0.3312368934708869 -1.2805640953764812 -0.5227128556599122 +1.7332373450476302 -1.7771109920187955 -3.51314742336429 +-0.6187142219839957 -2.474890234311276 1.705527881726633 +-1.5819174876294104 -1.5422839476221277 1.8012773221503608 +1.430799535928916 -2.518097623403907 -3.186987769291815 +-1.3673633175096456 -0.0283806402327093 0.5902195793921614 +0.06831391599896369 -1.7187136023444103 -1.2423213617080868 +1.1957086096070275 -2.487996866870174 -0.7038592245913605 +-0.15491084425768958 0.3096969339421051 -2.5194409304591394 +-0.19909395712607442 -1.8575454427261293 -0.4160331577536228 +2.853893586346753 -3.606789994237864 -3.457607446083765 +-0.4400523561678475 0.7433597801569574 -4.413126140711291 +-1.1724813525629 -1.3227728101882266 0.8334454975276915 +-0.28331800293922044 -1.755154990216899 0.2607139094118173 +-0.9274564478474652 -2.102354541277338 0.6941348601683834 +-0.421372799448358 0.4258485052449949 -2.684578940965186 +-0.4095529860881419 -3.2805190624686342 1.3048332378987688 +2.025698618525298 -2.7926050262275117 -2.228079523073787 +-1.3903296147126813 0.4698552523065002 -1.4356081734563964 +0.7893383592358377 -0.7589812001485379 -3.9202427635044703 +-0.8402705156490584 -3.2738996034798493 2.6768797993713234 +-1.820713066675629 1.4763972784537813 -1.6980266826608084 +1.7632802181065619 -2.056472084584799 -2.0950595847397504 +-1.2679683405602948 0.4923961545715945 -0.9234220767511538 +-1.611163204464483 0.5364158580767249 0.42326700419566876 +-0.34331852677534325 1.047098002780092 -4.01761324294733 +-1.6708821416763635 -0.1425738687692173 0.4659443276694154 +-1.1139051984959731 -2.784366503473752 1.7406383113876314 +-0.37271744734949297 -2.5180639673656917 1.0591983307587163 +1.9943821806235313 -1.6418332152037556 -2.7423971120361745 +0.3143796571090912 -1.216278057130578 -3.015541957092882 +1.0714427093731174 1.1654423731690489 -5.7282660840817465 +1.811802494980034 -1.9553441666269726 -3.827520833782886 +-0.34448679994406073 -3.4813646263497287 1.892267568071077 +0.5430315921795896 -1.5119710994716054 -0.8364006592042481 +-1.1738852238742516 1.7654855685871453 -1.251127591470495 +1.903579499030803 -2.533128684856141 -2.571939045301759 +0.5662644756122905 -1.622413900739551 -1.3133270217710118 +-0.17037403974376103 -0.772541815833654 -1.015688975597364 +-1.3806431288798395 0.502028236163202 -1.481003874648057 +-0.014092073918641423 -0.0044416485642898434 -2.2544298499975772 +-0.8742486372682838 -2.3741341159288893 1.5386953930331588 +0.5200082380652638 -3.175703253760797 -0.620764099758378 +1.1791358563108494 -1.7587974804917907 -2.622594748752426 +-1.464844800354222 -2.5025586493111915 0.7918750903065328 +2.0422394814892533 -4.088077068441144 -1.409469719340541 +0.9200127046160044 -2.499644962635649 -2.216961270295027 +-2.1492803328742305 1.589879604444877 -2.2907878820847447 +-0.06337324824999141 0.6097619871554085 -3.828573732416394 +-0.5220112115391214 0.6501480828235782 -4.996673409344115 +-0.5526098650684921 2.0293478130487275 -3.6674346683977244 +-2.568177255382947 0.33892652140553 0.3292584891300309 +-0.6115607225142551 -0.9267228725790094 0.2742487924411723 +1.8655808056984653 -1.2744536153003148 -4.972502454107486 +-2.5289699147471363 1.4232573502686388 -1.2416601855208165 +1.9683179425946324 -3.1585422907643372 -3.8837926077911824 +-1.7129846035642147 1.2000392728966882 -1.4213545436230024 +-1.0977507012216283 0.6960765204892844 -1.1819519663671387 +0.8053907039185361 -1.8138865086706526 -1.8551448112543272 +-1.0930262471183212 -1.2206006780114258 0.9230550289483769 +3.8204192089011273 -4.436908359611853 -2.772048636426745 +0.19693688343163457 -2.501831277424709 -0.8312053775813502 +-1.387945894948223 -1.4967815344469566 0.8379807566767103 +-1.3965644787626688 0.6211286843558697 -0.6309729918821005 +-1.8097134408911404 1.7541432544681874 -1.5605772385938605 +2.6696872814191304 -4.768223761594282 -1.1165407355610741 +3.3175336116936003 -4.1949110014440585 -2.330600641980731 +2.313717294852883 -0.8004948600747315 -5.190287935539549 +2.330271315188935 -3.644024090372291 -2.0561887982956475 +1.7971275160990665 -2.7610669456288806 -1.5268222376655038 +0.44084535897413835 -3.4999074600361375 -0.664739083261183 +-0.15280073974975034 1.08504804646639 -3.9130394884210977 +-1.9757322433892395 1.134228767434343 -0.8824308939633811 +2.878798546033916 -3.989566578930539 -3.7382190398262063 +2.1149654447886026 -1.2570512375088088 -4.737210753277667 +1.500953529793725 -3.128688964981294 -0.8084041531035077 +-1.8624588189133666 1.180240443816478 -1.5294790794206716 +1.6303195742449383 -3.6234054678696728 -1.4271964223928661 +1.6130991296603254 -3.230742255388351 -2.163508058896552 +1.5736675123382224 -3.2789384320480086 -2.7847609087833916 +-2.527987880653946 -0.8715954322872004 0.632733162027315 +1.9411011513145937 -1.7223112432310226 -4.26441599357807 +-0.35216987564965196 -2.6930788049964733 -0.3323794430079206 +0.6713437528466679 -1.1745290568954738 -3.839033197568091 +-1.4546104902509598 0.648756291286523 -1.3637938400196308 +-1.2542911508120052 -3.561513457331177 2.0069587828079594 +-0.9778647916085462 -1.3208822058322722 -0.1185779145168754 +1.1628034975128003 -2.316417734701055 -2.572802174728265 +-0.6782173500441467 -2.1382963878834063 1.618279301978502 +2.133711885404674 -1.8511847598197424 -5.098691621465386 +0.09453617145692209 -0.8622671483171573 -2.2537173134851356 +1.4480213353051803 -4.168930769488702 0.40298314648242295 +2.6390188621192885 -4.061353253570895 -2.4493667772224934 +-0.9404184718267223 -1.1174430336378707 0.7789461835739142 +-0.1817548456014147 -1.514575357568622 -0.9580858965593488 +1.6714863270812543 -2.007814485333433 -4.0285730562746185 +0.543043701101178 -2.8349670218694696 -0.32883277782510684 +0.09994714136337496 -1.9406776867316844 -0.7924553898688302 +-0.6631626658389143 -2.6381563693104657 0.8558344590479534 +-1.1531714418428827 1.357657268585998 -3.0252543643112952 +1.4866542078035263 -2.5053191978185834 -2.5629000275447043 +1.673803104054899 -2.8471737728120763 -1.629645904721708 +-1.3734981464942686 -1.0468400730389107 0.7664155066795965 +-1.3210823042009865 -0.6347230206763339 0.7991533728572728 +1.3793041809064923 -2.7018372015632126 -2.4685486207016383 +-1.224312562949708 0.6858872483856933 -0.922676772964004 +0.2707751769774112 -1.7190682002210582 -0.6292198036141202 +-0.3499447862111656 -2.012257523914043 0.8439042451659442 +1.1828836698442724 0.2043574201235727 -4.694832189864381 +-2.0278471653794736 -1.3490483065538976 1.7304134587732127 +1.687880892744849 -4.364446530546755 -1.7575683529660568 +0.4097362351397895 -1.9477066566760588 -2.293436204202452 +-1.1017103842447395 0.7860978532008025 -2.1151776757569114 +0.7108933456818421 -0.9833130227630913 -0.8670826825892385 +1.2350833883903047 -2.7933443298679728 -0.912780819740469 +1.805029817692401 -1.4854449997077077 -1.3101009410186237 +-1.8808470553023802 -1.709823169917712 0.3281895352366072 +-0.8585144850387548 1.0134870539899654 -2.3479656592624787 +-1.7181805079259347 -0.395151712475382 0.9818034341527093 +3.264866434101336 -2.3141529692134575 -5.37228109975382 +-2.2766799049055444 1.6698008767558048 -1.4658597620754397 +-0.4478945208557414 0.4032114437570253 -2.189082089963962 +-0.9929088895650405 1.1087010136144144 -3.22317552322436 +2.087542190751578 -1.6747378810392508 -3.663614447572925 +-1.927683879700551 -0.7851664080278431 0.7814012010843585 +2.8684812884510995 -3.7668356960069103 -4.705745267522645 +-1.3699856240273325 -0.9621945463674605 0.9592210221695817 +-1.7231704339433849 0.8985853793924081 -0.8850065894373211 +-1.768447712619092 1.3612909071243515 -1.449908020612645 +0.3791074937436202 -2.5361413456961173 -0.18677633129656837 +-1.1321376150772755 1.571253446348044 -2.607910354029144 +1.7051000730021393 -2.4848940881162647 -2.03513795427156 +-1.2662923477573715 1.7690047354859917 -3.1197144178890444 +-1.3635947201381788 0.5612624421860926 -1.0538176201436837 +1.4016326933966516 -1.46744197591941 -2.7424237951957977 +-1.738421050594667 1.1825977397665868 -2.4941997836196816 +2.454840535942476 -3.873536972530587 -4.194823844846943 +-1.1491863249571264 1.2253741263094278 -2.136597103723559 +-2.43408509947307 1.8003121985797925 -1.4391274730601276 +3.9967968382698547 -4.095270632764826 -3.8735690117857993 +1.7102895221544012 -2.7642836014901992 -2.2703369342270125 +-1.0876622953405826 1.3671382663401428 -2.9316447904297105 +1.5084721720802423 -2.6143480332599482 -2.4873208591364433 +-0.9875360355723953 -1.267382348176424 1.3857137498433074 +-0.154978015055871 -3.183539934911014 1.712851781227951 +-0.9669733172736361 -2.761661179092732 0.8237359855207386 +-2.310578485572952 1.5196907861808513 -1.3839781309514407 +2.0129426093594134 -2.020143836410847 -2.889336414345442 +1.9029311679577003 -1.7517380391522868 -2.630128275313927 +0.5541664214455869 -3.441582297791275 0.6098787343170102 +2.304002280388884 -2.6485077294118358 -3.6535076223793777 +1.4255340419004936 -3.0170925654835226 -1.3140012504184884 +3.0783242515062605 -2.3458873219862952 -1.9580423645000342 +2.1433025151374245 -3.8640813433375563 -1.2123593037722808 +-1.8877879376142346 -1.436889547380945 0.2860854441958778 +2.222209879849629 -2.548837903319881 -3.310920806281361 +1.0815351624288403 -2.0883818905013483 -2.5123930943005255 +0.9749276959195091 -4.246298606978105 -0.06872020588511489 +-1.274849573702925 -1.395908160374787 1.1895396451587537 +1.9581383227431268 -1.528803186803894 -2.784178948777989 +-2.1374888828510534 1.503354247489301 -1.5017176715789122 +-1.2869641986720275 1.4651196790457097 -1.344192033675099 +-0.8070346592147818 -2.9486722881214296 1.210002144379001 +0.33967208907595153 -0.22630035266996046 -2.826734448491748 +-2.155373808962775 2.2995276182190345 -3.3860658271075526 +-1.9399970955643622 1.188594905025429 -0.9603063805927731 +-1.649718496286788 0.4682337647732117 -0.4769196628115084 +-2.4912546006988685 -0.4715629993482849 2.3983023174175795 +0.9861908263042449 -1.8263302680172027 -1.8836729172189544 +0.39323032064410535 -2.7865200307093017 -0.11326011953767195 +1.9741987792606064 -1.949790094257511 -3.728055803781294 +-0.8389197657677564 0.9824181817919087 -2.397857788297812 +1.507054799888288 -1.0663491661470064 -3.9981813614956514 +-0.778388073250554 -0.4988745559299301 -0.5609822702093548 +1.919070714814768 -2.6732412843126268 -1.9469200571320906 +-1.030439980060645 -2.3182318950639735 1.2929757521963183 +0.4082772163968096 -1.44563706641856 -1.0184566113620548 +-0.12856243783147214 -1.6553989358881414 -1.3000809874678736 +1.9700504699236692 -2.9601308802903303 -2.9064643610246272 +-1.4534948938681893 1.021547184680861 -1.6808628178936376 +-2.1161706297718026 0.8431773711119042 -1.130193786206789 +-0.509063880371353 0.745678320979697 -2.7109929912075037 +2.152028778820717 -3.6150164653327774 -2.195573769767283 +2.3944717475894493 -3.017471217464209 -3.6136135063268253 +2.5304018193888544 -2.4445068766671625 -4.252847675359538 +-0.693505122314397 -2.5849829070010855 2.0914670038388734 +-1.2917506644757366 -1.6449439413397728 1.9582075984039031 +-0.7576950115867818 -2.6755370485038883 1.5396083277500945 +-0.29957578958384923 -0.2048065368303735 -1.652559297003036 +-1.0821883228233684 -1.3202479205595474 1.5629075442084435 +-1.3815574184107717 -1.105309129371597 0.09922360487391167 +-1.292980523161248 0.0924006135036749 -1.8708646255078833 +-1.7433785047108834 -1.6701604504458856 1.412953423648341 +1.3874275657103419 -1.9181759215466534 -1.9832671093058192 +1.3621381834374933 -3.436044624822737 -1.261283820964519 +0.4677655309621137 -2.6821695958623004 -1.2434571296991512 +-0.4431522693427786 -2.7203526998577092 2.8134955077247583 +0.4045370655843221 -0.8914630277517201 -2.1872880736289706 +2.141517249582138 -4.9546426483488055 -1.3647624354726267 +0.0376854991430523 -2.343348094449489 0.49611898156474704 +1.6111583600720196 -1.057415569163413 -2.36816209393235 +1.9243257512341763 -3.704352400028629 -2.2993186510646857 +1.788143202317239 -0.3256155441991708 -5.522776051375951 +1.886489120335368 -3.3112814357023517 -2.9517746912182568 +2.1535612370089825 -2.5528767315354566 -2.23508142281187 +-0.9618845062829586 1.7708841600422858 -3.8610975250916515 +1.6695512835156987 -3.7049856340004825 -2.7938704632821407 +-2.224824767469972 1.9204667869177032 -1.6476218753040377 +1.0147193933699907 -3.3752684085437714 -2.050003365417348 +2.726469259818171 -1.8066211106044534 -2.7403514471062507 +0.2434680467392238 -1.7737671320861772 -0.9345942679621024 +1.166776848020617 -1.5810246174918499 -3.339234836720911 +-1.7512382632253873 -1.0359994145075277 0.5781813117562518 +3.9461379608007525 -3.403268611182131 -5.370401579261917 +-1.6334749247691829 0.8855932467908127 -0.8006969932308081 +-1.7949021696672969 -1.9141864703501181 1.0389515983218454 +-1.175423122548463 0.7891467928403396 -2.015969159999241 +3.048020725254886 -3.044830398031329 -4.477674334246907 +-1.9607130031077455 1.5714930912339815 -2.5370350956733585 +1.9142496138960032 -2.9315815313260183 -2.0296115596386 +-0.8479508988754879 -1.741698431706543 0.6615633247174068 +1.3312721755809855 -2.5660308428832437 -2.0189957218896355 +-1.3714437903584638 -1.338603009143907 0.9853821882781424 +1.3869746078414296 -1.5748162662870442 -2.686015441224487 +2.203810530082036 -3.3801224001544474 -2.296270518596488 +-1.6578713959483062 0.9026693449408857 -1.9358399066497394 +0.8680067033249301 -2.768757193859807 -1.0903350494407469 +1.4723881888126968 -3.890746302683845 -1.872848993250456 +-0.9400630622101414 -3.7209867752553727 1.6759460991901305 +-0.6049402656393961 1.5159184182818433 -3.437827970581989 +0.02709844800318731 -2.313842499930376 0.6808810777355495 +0.7092544075677127 -4.722517462985483 2.00492794151151 +1.149443394023139 -1.0567019988426198 -2.9364597328534696 +-2.778102245215183 1.966825003604873 -0.3006762830894299 +1.5383046034234447 -1.9590055207763832 -3.5488697220004792 +-2.3070260609951734 1.2430757837632733 -1.0534491595659516 +1.1757541840217673 -3.164352804967089 -0.05647300985779091 +0.20696053434713008 -3.7844054689991076 1.801034948426381 +1.9553926078368065 -3.722009822281567 -1.816918893981309 +-0.9875360355723953 -1.267382348176424 1.3857137498433074 +-0.9893329215829477 0.021997394844787493 -1.3432013081143603 +1.227727480776454 -1.9735740938513402 -3.3171662920684546 +1.7503705196786048 -1.508234002791317 -3.118656994937413 +-1.6547635558138478 -0.06699278010567056 0.5262189988161177 +0.8800312799615204 -2.040736448714364 -2.9592786396870334 +2.2058497839876092 -3.3228580712047395 -3.317527182373195 +3.0891921616018574 -3.306581564298375 -3.126689120333359 +0.5275006462115853 -0.8211816985751621 -3.4985052534789665 +-1.9994055973087013 -1.2248914742408012 0.9949664292514928 +-2.589865174104021 1.4519208536293535 -0.48577044755698434 +1.8654084082666182 -0.9397470692474708 -4.029896331205353 +2.74771423606979 -3.967579921480688 -2.86018870321289 +-2.4154346048416087 0.7924641637953338 -0.0940004415131187 +1.2419098567985993 -1.2035682269569241 -2.104048019396434 +1.1482545253965635 -0.5159945048779515 -1.3000648223440239 +-0.8156434503221341 1.0202710697505089 -0.693293286824147 +-0.052093390512154836 -2.3853418217289875 1.2792235591770573 +-0.8677709710628962 1.3589598293938692 -3.7004107071190178 +1.2514392824248581 -2.0030622548914128 -2.7811341094417528 +-0.7856738675794804 -1.8262438717099396 1.0482286076748266 +1.1662019283596032 -3.019208947727389 -1.7547071226418303 +-2.276767629419466 0.7973586149715757 -0.6444114809642548 +1.947599284323355 -2.8871861145124793 -3.607517252124104 +-0.750358043553603 -5.236957810841976 2.13436349783654 +-0.8655147456644416 -2.170812531728126 1.335587482229363 +1.2341214943539447 -2.6692370510129035 -0.760171707447592 +-0.5464142576787256 -1.26595144245016 -0.2885540707341567 +-1.1724813525629 -1.3227728101882266 0.8334454975276915 +0.3597292907639813 -2.464465554857393 -0.4733393408749307 +-0.12291141277077014 -0.13952831960695491 -1.4416843687743712 +0.859339159638486 -2.910496815281298 0.40653766868995445 +-1.927683879700551 -0.7851664080278431 0.7814012010843585 +-1.8007117475371546 -2.0857206181163823 1.8294841250312859 +1.7340423064799457 -3.052003643613157 -3.010147386300135 +-1.2688879288188255 -0.8824338972716553 0.9480578417185073 +1.3195710751619505 -3.3107744189241526 -0.9698040169892166 +1.8923175293498098 -2.968140838618362 -4.186654565450069 +1.4282963970372937 -2.9565486490756427 -0.6616586116832743 +1.7520491209124762 -3.851080954873767 -1.783452944470551 +-2.197733051163976 0.4772291285344325 -0.05382429373764616 +0.4520630158263379 -0.2951832798670473 -3.9387049159598164 +-2.1927210105639285 0.47277853192529723 -1.1197992223084339 +1.9230827059636904 -4.41635181516811 -3.081751392448658 +0.4685985367771421 0.7745458956714464 -3.9691712862778874 +1.149081677630707 -2.539849393920176 -2.251419645475361 +1.3980484520154666 -2.7409769901842047 -1.253489234432487 +-1.0686731041094306 -2.4080407832907715 2.3330413074259218 +-0.7626205101635133 -5.350355555805856 2.2387792524457715 +-1.0804550705630438 1.092777827573343 -2.639833761274547 +-1.1396037870736702 -0.0461852995626893 -1.962502717006626 +-1.2113863090329788 -0.5580880081817939 0.28704195187420134 +2.042227790025342 -4.015788590136523 -0.5950727363834077 +2.4707471774133216 -2.124136295607623 -4.711850160182293 +-1.9664687206157312 -0.27445125532253634 0.8358319294125196 +-0.6300240209052874 0.7442385628239991 -2.2266779805044945 +-0.9830591617605879 -2.2667151001396246 1.2869508716602913 +1.6272818621237133 -2.702384407956331 -1.958081450560653 +0.289067321701987 -1.5966905933684927 -0.045545138708520005 +1.0702027940821315 0.37930666548537434 -4.754601129971184 +3.089272926603896 -2.996029461132121 -3.123422636870468 +1.4840784065628694 -2.3773441120084255 -3.046312120058982 +-1.0810537865971426 -1.6622258421003864 0.9361331664233109 +1.036570340390402 -2.1636722180770454 -2.444206891763508 +-0.8270805184649115 1.9581003813204665 -3.953166298515983 +2.276286613741995 -3.0064927003627018 -2.4671921220541693 +-0.5008440580845921 -0.9901283324751172 -1.7989668481580754 +2.4157921725565275 -1.8415497399302547 -3.4143708962054635 +0.4184568860538726 1.4330494890182204 -5.662749894564313 +1.2690692436919173 -2.3495828091384996 -2.0562071402582913 +-0.5432087090917843 1.0257904337667023 -2.6767064184982567 +1.3435920780013861 -1.688413922129448 -3.1845486351986154 +-2.154778077940619 1.3235485531702162 -1.7266492896094665 +2.7930340994336897 -4.747852189184871 -2.3522795432706216 +1.932007545423732 -2.591436440289247 -2.388667939274228 +-0.8887755463526487 1.063316595836408 -3.3895082710263726 +2.636230381916224 -3.1276679100635167 -3.4738238977717373 +-1.6666695297147394 1.6139273317589837 -1.952049308694902 +0.8211340289240846 -1.5146794263471122 -2.342363335511535 +1.3205932428818952 -2.0572114132338752 -1.0158004747019955 +-1.4980771452824047 -1.7404516458075026 1.5054949189005788 +-0.4230236408300944 -2.6482050659355805 1.7276398579472012 +0.22311860401974448 -0.7764835369188107 -2.3602584356401737 +1.111659285042663 -3.061805919068831 -1.8885287964598898 +0.8372714799710625 -2.142949277155456 -3.0930563549007277 +2.505893213559013 -2.662791934932725 -3.880055850206093 +-0.050003130224854274 -0.5517747475836794 -1.8458530352209475 +-0.9929088895650405 1.1087010136144144 -3.22317552322436 +0.2027081756787394 -2.9261204818375286 -0.08419418203736301 +0.23566749050109523 -1.7962375771312609 -2.163581892486409 +0.939472596007767 -2.1263290796078103 -2.0953515293417078 +-0.9917187100941408 -0.2544161013829041 -0.411255367607274 +-0.7532687014195423 0.6814967579596238 -2.4978662572329005 +0.8536285720675859 0.8416403851006402 -5.066188682730497 +0.3548385761045645 -1.9427786569613883 -2.217923734948757 +-1.0624256745330687 -2.4156007970124183 0.8043078580340302 +2.1630997140022488 -3.480224650221942 -0.948920574303808 +2.1738222405304777 -2.39150798976845 -4.0481948132057655 +-1.8905181928551975 0.3232673402596941 -0.34809902114278957 +2.0184437819712517 -4.662651064027496 -1.4830887824099697 +-1.5357813537405465 -2.0769660671449492 2.487451396425567 +-0.5497069087768397 -2.451976833314904 0.6488755661825866 +1.8822576481328022 -3.851877020672924 -2.832833743168579 +0.4443936352596837 -2.7799574745696254 0.492922561408361 +-1.3293380364657685 1.5713009175783739 -2.3032067449932274 +1.1437028850001272 -0.5230008322409752 -4.183584777876686 +3.1189012416880524 -4.884905000601178 -3.5820606949580194 +3.36092327150893 -4.809711324442682 -2.7653306392956725 +2.4252325082657538 -4.616094419433762 -0.23318964295262662 +-1.140245004207351 1.5331750618004143 -2.389287777959394 +-1.786393833688935 1.874197188504895 -1.381753335567221 +1.3475218510121567 -1.0558716491301827 -3.2743727250661263 +2.0921747836443285 -3.14582452921807 -2.761945940366431 +-2.016689487407302 0.6648584072499426 -0.4830371963161485 +1.4009989216745231 -0.885489349214637 -2.835141788711899 +0.6451356197544357 -1.9935622056412812 -1.9491511585597618 +-0.03128759713257525 -2.302081816276242 -0.14428022760157516 +1.5065752235248782 -3.7731529206920125 0.17127924798623875 +0.5919141148704129 -2.1974181333963685 -2.2505632267102693 +1.8925074533715773 -2.180509444698938 -2.500081840425123 +-0.6163459906984449 -3.5584906886545866 0.8120409356795643 +0.2869760795265862 -1.2185110867164315 -1.952701944975418 +2.273585405014525 -3.1448376318214355 -1.953371510285244 +0.16127703193485535 -2.602529541376924 0.5558315017130645 +1.9679452369170014 -2.5023927849286887 -2.745098130871191 +0.716687388048518 -1.9162041460355503 -1.8288895524690911 +1.847403079989041 -2.989756938437967 -1.689827281095767 +-0.7322722455945667 -0.4630670243152315 -0.6521609982745095 +2.7097601442392603 -2.331848248951062 -3.9175685792721224 +-1.4117804706952657 -1.9972211056306066 0.16763071799340526 +2.974652247619485 -3.2347744103351928 -2.7344634873497693 +0.12034614288409487 -3.645598744420953 1.191446845131121 +-0.9838361572102349 1.510968165988973 -3.0932087571732882 +1.264612119274711 -4.211619988057955 -1.020741957073737 +-1.13499096566629 1.5984001508533552 -3.155039252319439 +-0.7219415097862117 -3.536142703636618 1.7993729902875213 +2.6388587856477352 -3.702926968948332 -1.7846950030051512 +3.121664646412166 -3.65935642097081 -3.894406759124042 +1.753704657473199 -4.774893437154567 -1.2821988467883876 +0.7755575612956521 -1.337807498904245 -1.7981757473493267 +1.7920245681762845 -3.5822668438100003 -1.3181426827691138 +0.877057570765529 -1.8053992385532944 -2.854591932217975 +-0.39030313299088953 -2.615288544336413 0.6976256743426665 +-0.9669119226499683 1.2388149448035763 -2.732216875396132 +2.179775762382669 -4.3398775369602465 -1.3362320516310435 +-0.8145777558433787 -0.6480095186316046 -0.4596815364590077 +1.1989992233813844 -0.8335442284611192 -3.5637571792663376 +-1.7030136044126931 -2.138650012453333 1.8418364879128426 +-1.5499763681995615 -1.3780569554597104 1.497271164158711 +-1.7554426030953845 -1.5102084613639988 1.1190568358378417 +2.7185126155921635 -3.1095245598051866 -5.373569550423521 +0.6229294193180513 -1.3468672132950796 -2.0118706174920873 +1.2886071206930403 -3.187896803551603 -0.6516720001054717 +1.1933717732194569 -3.5424102126333596 -2.5114811519428324 +1.7038800021401748 -2.5655240349444326 -2.282199957504861 +-1.449806774185636 -1.4866836387858018 0.9527313300167067 +0.10273785409840136 -0.7184317711467212 0.3236745324811392 +-0.8404232613096245 1.4252571972607129 -3.7025532068397253 +-0.3376383483778259 0.7725966679903085 -3.184723469720682 +-1.9049652091067493 1.389930544756063 -0.9448560798598413 +2.0241515841755002 -1.683201504687349 -3.5911827460823598 +-2.1136603501794538 0.1280990748471949 -0.3821305424256607 +1.8573909213973494 -2.664545084821429 -2.552040482240055 +2.872761887136459 -2.809976815736137 -4.399269228044141 +1.6971885398596163 -3.5383442324455396 -3.4611031231786793 +2.913182797407311 -3.3670232715589683 -2.0383111766356072 +-1.5004406458150787 1.8986225992878152 -2.372366790486587 +0.664693629806385 -2.1986889073668383 -1.8233300788675761 +0.658341152857373 -1.9266022799694515 -1.4114727769512485 +-1.016002469669632 -2.564363689883345 1.66008954923395 +1.940002041943144 -2.038110126472569 -3.3390058447925446 +1.7333611261613948 -4.4756575127037195 -2.8369124620399258 +-0.006140475755523282 -2.5581618505641597 -0.3961190856219343 +-2.1878937780739256 1.0195546440927004 -1.372413925003158 +3.4033039041199213 -4.297808810000136 -3.3364185530048673 +1.4838141513488243 -2.1483382976416125 -1.949144371046862 +-1.5648398680294227 1.214682809423212 -0.940337494860718 +-0.9875360355723953 -1.267382348176424 1.3857137498433074 +-0.4163854709865993 -2.5479534582017527 1.4481075109543302 +0.7251380074788788 -3.1636843321087564 0.2935062730691648 +1.5114093373780808 -1.5266905631015424 -3.1476963664250173 +-1.4538962424809971 1.3987262239309697 -2.261727973609704 +2.2078200160773833 -3.8135530652066683 -1.7045504323515304 +-1.1943828963895358 -1.5377960519054443 1.3346756651876908 +-0.7285085145205467 -0.4403419465642031 -0.13424326673158887 +-1.4777271207962126 -1.109221115400539 0.8070440569179107 +-0.10848422474457375 0.8568264125061676 -3.754665774517604 +-1.2744408042334079 0.6657851758087969 -1.0637782802516935 +-1.2649075904116835 0.6045576366849137 -2.96372687440849 +-0.7171755721834809 0.4529704124762325 -1.2919455001406486 +1.284584000403662 -1.5236266366198399 -3.8711562991509383 +0.8612335581161281 -2.3544256225514735 -2.334639009917794 +-0.23075531545143968 -1.0846622899555964 -1.355299573162855 +0.3173853638871061 -0.08882499603420865 -1.4135980081911024 +-1.7575754951501057 0.8110103191722581 -0.532101752432538 +-1.0174841633940033 -2.373855920982849 1.5724232964436906 +-0.4251000064599018 0.30060240404766464 -1.4567946433707593 +2.772102318130015 -4.41980635138834 -2.679046520838686 +2.0960692998740087 -4.593358309379883 -1.2294739130790744 +-2.542532627821943 1.2117146909161416 -0.5712100941664365 +0.11553240041726773 -2.486708650527491 -1.5840671463606535 +1.7282958367825023 -2.207834346235942 -3.1197642446927323 +1.6780295663966571 -4.413491457273476 -0.4515855930065282 +-0.2969094557146461 -3.377697328447101 1.5070694472530966 +-0.2861158708576426 -2.1263818510916996 0.863587975850818 +1.6156213884390729 -1.0321572412737263 -2.8875034830672295 +1.7320769883738785 -3.3118413068421297 -2.05445319311506 +-0.9479908988629508 -0.6162651424610317 -0.07046527576154649 +1.909134779521975 -1.997264554913291 -2.9905162984467597 +-1.4024566887836463 1.4787781065015284 -3.0451778367986044 +-1.0898965468295085 -1.8485332495901479 0.979483765699083 +-0.9720129153262065 -2.9284612232766953 1.7924658962962197 +-1.768447712619092 1.3612909071243515 -1.449908020612645 +-0.7409864013386958 -2.818027835532206 1.5786265775572097 +1.7674185498757229 -2.469655234150435 -2.7125853230586503 +-0.8849292816738771 -2.839949434133273 1.8809818071325084 +-0.5102388537897056 -1.7553771956618853 0.3816308621321215 +1.3221068793275272 -2.3796467450606795 -1.1658247503755672 +0.7259798360076861 -0.26853921878252035 -2.2231993764621847 +0.2187163177979004 -1.9437135294937875 -1.6535124079021584 +-0.5506577535431358 -3.05183125378732 0.35069336628065856 +0.5929972146467714 -3.787772074038314 0.7005664293289556 +-2.9201071114508643 0.6556797726606133 -0.09869006554697857 +-0.1166934537133649 -3.307137313944975 0.3077652792224001 +0.2561450689733544 -1.4933102035296975 -2.046746534689982 +-0.4372300903008416 -2.142695752721797 1.6870663551604879 +-0.1497802274754074 -1.1962701223249321 -0.7882022678324203 +-1.546866626278996 -0.885087633963825 1.6126186872649075 +1.8244854041490346 -2.4140670468274483 -2.2013235892468885 +-2.2565984557275742 3.0058983871056912 -2.362671980863468 +-1.1333672208288663 1.6642147103165246 -3.110850790928212 +-0.7834407374734849 0.7590107444561958 -2.9686451845071877 +-0.8548874644614973 1.2510836034475563 -3.385808499630654 +-0.2656827637974284 -3.530885995985778 0.6707666292564383 +3.2325379074395784 -3.353797868501892 -4.685192147212831 +-2.1205329625978613 0.0928506386855199 -0.229115193965151 +1.4407154604973627 -2.0242450249965875 -2.767888103219515 +-1.7267871333020433 0.2884631445067282 0.6740117674375586 +-1.7772978103364794 -1.103762362149415 0.40522639832741375 +-1.416636415266815 1.05251876285373 -0.9017650780169633 +2.5187581548010702 -4.580412122235716 -1.7002406061704218 +-0.505291618159996 1.1936649279433265 -4.119988936811582 +2.1470922899286142 -3.024056729035148 -3.841221182166194 +-1.9861436528762726 1.3071773186976634 -2.3232599443709723 +-2.4811127999148552 0.3540966753900641 0.0431474432450665 +-1.0414174299808683 -1.3668250598901324 1.0935294055655074 +1.8812038539854723 -3.0555534446304695 -3.1788954906528075 +-1.6293038106044038 -2.3105122072230095 1.193525994735244 +2.147531158737043 -3.248581112569025 -1.9233447521220977 +0.7470660560397141 -1.4520285251404714 -1.6617236572258491 +-1.1306333421224763 0.754232432440795 -1.2522574305591399 +-1.5877877839809715 0.7442544097046719 -1.82636037721576 +-0.9985995456351344 -2.4122788607587307 2.042851032941633 +-1.5003626246564499 -0.2819002215156406 -0.020024515957876216 +-0.4338424113819124 -1.4946377142375333 -1.2218552855477665 +2.6671622934998016 -4.152846494197931 -2.917622041445287 +0.2117156568611225 -1.3833963818395538 -1.73542344541881 +2.617815667238522 -2.3316780286701526 -3.1342731303041123 +-1.834898053186147 -0.9602324353324336 0.9029184794290489 +-0.9727610218595074 1.0930374708358939 -2.1200397015152435 +-0.6277460932185548 -1.0194408810571127 -0.7842199032896113 +-1.2931650245330386 1.257807742785447 -2.0599297199962363 +1.022795262850629 -2.028254524090514 -1.0969981267198543 +0.9004340188164183 -1.6087557909092425 -2.7202601103044586 +-1.0853420501451225 -1.3594240705627405 1.0461921564066279 +-2.481985262495024 2.331540176084787 -0.9742345192114596 +2.0619936957111173 -2.7144255090869076 -2.3332724411106245 +-1.7385838268174103 -3.044630032285806 1.5251539925698439 +-2.159269128853136 1.244853379807331 -1.505327370757507 +-1.9118914851141275 2.010676432088009 -2.3138213330488924 +-2.140030110320277 2.567083491318093 -1.9912085825328694 +-1.3810508965599302 -2.206927780807211 2.427815323534269 +0.6815377498344612 -2.581697283501386 -0.0173973704546138 +1.6740266566091604 -2.5382586881744733 -2.1775872995419348 +1.6182965634543351 -2.566975612654203 -2.604336881524943 +-1.9945504236085825 1.2990842946315575 -1.981011887809068 +-0.92836404462044 -2.270986039784368 1.364967368983479 +-0.8270805184649115 1.9581003813204665 -3.953166298515983 +0.33292143452753475 -3.385633189062865 -1.0460759267685142 +1.5714837565631274 -2.4862425565691466 -2.935419139580256 +2.321050051341031 -4.37168880216254 -2.907177172537235 +1.4886836513327146 -3.2173789841096863 -1.5373739850195827 +-1.4268905057699357 2.0917715917470914 -2.824208507155145 +-0.64202017976675 -2.1013340871504673 0.6284485864406029 +0.14601571738539207 -2.9368565615745026 0.12168397380279375 +-1.0220228868480539 -1.9855027915426489 1.0092807291004433 +1.355129591073538 -1.2644206516214995 -3.5204278417999006 +-1.4047354794675526 -2.71560431154366 2.113166063291904 +-0.8141367433567158 -2.3271660154809966 1.2174937899836484 +2.3822156244870833 -2.4926924306983853 -2.509684468275563 +1.2003832719087375 1.6392952684177424 -5.7320484098409015 +-2.3551833257325208 1.203817458159271 -1.4142870002128947 +1.683993233199382 -1.777481137674535 -3.088807170262159 +0.01983526255310139 -0.08348696750816542 -2.4484252906726267 +1.7397645042522032 -2.8858759820366338 -2.9456537389215622 +2.9420382321207357 -2.9426628605307545 -4.003920020046242 +1.0587738323232745 -1.824294356252694 -1.6047814095239064 +0.6913929383606104 -2.5236414066103303 -0.9925642141150857 +2.6328036957883554 -3.7260308996895124 -4.251715017988575 +-1.4268905057699357 2.0917715917470914 -2.824208507155145 +-1.0088875855058137 1.678093045693546 -3.8120365742010236 +-2.395412459012934 0.6976312845948502 -0.16091595332927694 +1.4321015851048444 -3.0010648843026346 -3.06666300325878 +-0.4305882987942025 0.4703951432771331 -4.883941342364361 +2.2091727318636765 -3.7968581610223593 -3.2539793921261917 +0.9255781450723544 -1.3532597654275718 -2.501358875704768 +2.723660125217818 -4.145859835138797 -3.359130263792406 +-0.050737315468563485 -2.8678594193232145 1.3629341986551142 +0.9183589800752119 -2.889388795320832 -1.1873123596861808 +-0.5596688148639396 -0.8786050529660144 -0.5346348204125606 +-0.8485664718409082 -1.3676995951009128 0.6772200597195358 +-1.649896950677265 1.065677869016965 -0.4758305977020232 +2.5844710101121673 -3.2424338248173616 -2.2587428705509343 +-1.527968007661212 1.4994076894381287 -3.0771892217367665 +-1.0725975505041636 -0.04772261050188897 -0.970004295254693 +-0.016410695222942098 0.6555199279849939 -3.935395597694321 +-1.2370010248728538 0.5505890230888142 -1.958282430407083 +-1.523744878313729 -1.5841297366388882 1.665863434624797 +-2.214007833453253 -1.1814030068430892 1.0244735459417993 +-1.1874459157948085 0.7957198959060361 -3.4164081070013568 +-0.2210587289811538 -3.8580568449110504 0.993681139407167 +-0.4379731153253444 -3.558397115511077 1.1061672852266655 +3.1458162086623243 -3.8412885728925836 -3.8200017480969946 +-1.0585871197929309 -2.9360583460447827 0.902159058794727 +2.068619380025541 -2.6555991514982744 -2.6949111925456863 +2.6608378677739974 -3.0403539082438296 -2.92156862608609 +-1.3004886019347521 1.045747506449081 -1.7385011101402288 +-2.3683541740522966 -0.08397873219310475 0.4966939080983998 +2.4695301077478806 -4.392214646616128 -2.4286352036424925 +-1.2160047256476754 -1.5268877206561398 1.3904317143368745 +-1.2606576988680738 1.2691199277529959 -3.4667530974306406 +-0.7564243786016872 0.7400341692244681 -2.990942408091498 +-1.6923862331277029 1.746661033912718 -2.099424673567325 +1.1207814448946165 -0.8629796806795906 -4.115399758061745 +-1.421415201791426 -1.3593862162335943 1.4432893102536102 +-1.135699709559664 0.647863531129945 -2.809904203510508 +-0.6311197093233801 -1.9485865303700134 1.9844509785386806 +-2.2488279182347917 1.134787569378344 -1.1318190947689153 +0.08856512807343396 -1.051762072450042 -2.4559544426056426 +2.8338350523805653 -2.60155071789738 -2.2361098101970818 +0.421148782621093 -0.8141106841991508 -1.9393395373356066 +2.9018983354680903 -3.8530964793027285 -3.307629405268797 +-0.640805722076627 -2.9209108786122577 1.52161167840112 +-1.987078960595373 0.6680434507522077 -0.2769513208393995 +-2.727325007742296 1.4969487560584933 -1.4475548036652734 +3.1637810162193336 -4.63682654340645 -1.7279138396631217 +2.199269481395611 -1.7725950584599954 -2.764283923676086 +1.6804872402723696 -3.2353355616372648 -1.5904508882582298 +1.2622539638202819 -3.548764250878499 0.4562651330448816 +-1.152916436274485 -1.1397571140686764 -1.7097680479214525 +-0.002731289072629567 -2.664247294482115 0.5077900745986235 +-1.713606922719815 1.3483638778848182 -0.5798457449281873 +1.5425104216621182 -2.614696372149803 -1.0142958900486958 +-1.024726445658514 0.9929844578854238 -1.8069304860408986 +-0.32316443255834554 -0.9945443607826486 -0.45475070738622353 +1.3780322845789268 -1.887559016854661 -2.116934112363112 +-0.34448679994406073 -3.4813646263497287 1.892267568071077 +1.2363244933052626 -2.766745927038489 -3.4812168831914962 +-0.1321482831762547 -3.9397290982173607 1.2036167552851365 +-0.8464178484817528 0.01019549072387075 -2.663413338374082 +-1.7172685332277169 0.7553279264499188 -0.7387266841878137 +-0.029288426478195517 0.5871907317973373 -3.4996913313806064 +1.7875679647253409 -1.9288655467792089 -2.67751219649513 +2.1300336984543975 -3.3876917345712836 -2.7994350343575256 +-1.3860747448909363 1.239564692454893 -2.8648812688948633 +2.0901732072812322 -3.6641246702420793 -2.1932606095653377 +1.7416426191070573 -3.4830682521147094 -2.1788621471695886 +-0.9190850648374467 -2.2403865399714666 1.3858453183909523 +2.3467606131127625 -2.2396345494307353 -3.918336023439523 +0.716687388048518 -1.9162041460355503 -1.8288895524690911 +-0.9394842172158233 -2.646177514459534 1.410457900804765 +1.0999780025951411 -3.3498186622316135 -2.4420684547883167 +0.8663846297843498 -0.18863301332439913 -2.7890717509330223 +-0.655792761993163 -1.6318911495407489 1.2622091490565202 +2.553503202660501 -4.235184972552331 -2.0586666815663883 +-1.4980771452824047 -1.7404516458075026 1.5054949189005788 +-0.7301816683268963 0.3314207241964526 -0.7202770551387949 +1.1065278338854065 -3.9632314617664375 -0.39267681577053715 +-1.4331589397924873 0.874373963172884 -2.006280411732753 +0.6392185093968951 -3.0633539892459547 -0.8274161047185663 +1.095466000494195 -3.34897831735329 -1.963574682358906 +0.5645261681552065 -1.2938955461610469 -0.7594745725243235 +2.8666175353882313 -1.47251860459775 -5.337718728790805 +0.15462861319593893 -2.353902622036058 -0.4218680796091695 +0.728214884014917 -3.409313225149263 -1.3689160135752478 +-2.7468766009892844 0.8883417413571112 0.1995962506872136 +-0.9314875578583544 1.3900102068621059 -2.7725611719308354 +-1.5375903488277252 -2.0221720773354095 1.4287056156787936 +1.5135850891980842 -3.311488607631508 -3.321979505885788 +-1.0946712017346514 -2.7642173980379403 1.894837231080375 +-0.5642804061113963 0.8407959596829577 -2.391219174476677 +-0.3326693957499611 0.2204241044186984 -1.7075869118877043 +0.5372944529278855 -0.7531645209008211 -2.5088776599414366 +1.6508709317594068 -2.1733808971142965 -3.01405564085281 +-1.7026261906949745 -1.6909316414800688 0.6538750489730935 +1.8831158361231422 -3.548762002237956 -1.8626353148954276 +-1.3908807692978218 0.6543938930452605 -1.9086837786443143 +-0.2791457449871571 -3.6384298709621112 3.230043518741812 +-0.8849341722947361 -1.53726674481884 0.7496762628418897 +1.0112486208598641 -2.0896055205237323 -2.494277284578336 +0.048253153148153656 0.3275161698030286 -3.655635143969465 +1.5262177554164589 -2.3936853335720802 -3.1923516463762818 +-1.339530459252133 1.3434634830883956 -1.3376199609378465 +-0.34713962475882165 0.803603476735093 -4.802522540583493 +1.4771764407549124 -1.188073907218873 -3.410776648797878 +1.7478514259752482 -1.5322466908979036 -3.3715611386271895 +0.9017936114354396 -1.93957286877639 -2.1256882929322893 +0.6824698502967383 -2.8101908981014447 0.050787030230458316 +-1.1122043616073882 0.9180820529858191 -1.8175881118865722 +0.2758955437596593 -3.8874484447881663 0.870392336917553 +1.9256505177204115 -2.9108647157818144 -2.362420259818459 +1.9687901970605162 -1.1293137185061624 -3.6192811533190574 +1.7976013936548647 -0.8259789994198314 -4.839153053752048 +1.0869601342589594 -1.306256722538043 -3.4196128136655646 +1.5592500104563207 -2.943612569603001 -2.3351532549675094 +-1.4117804706952657 -1.9972211056306066 0.16763071799340526 +3.0070597559622385 -1.4661308823624473 -5.524796403450028 +2.3203654253257935 -2.327985001835591 -3.154285976667382 +-1.439202905375925 -0.8905934106513907 0.7460658868358436 +2.325541715731133 -1.9240487837983993 -4.488180126456706 +-1.0013878901495887 -1.5405919344762116 0.6932672394784258 +-0.49542844795647334 -4.129789388624726 2.0201616771041118 +1.0791316687640644 -2.6950584770929997 -1.3594700506221775 +0.6597385699471134 -2.1239323248308404 0.033964411250069604 +-2.1311134992019114 0.3986844799072235 -1.155658027550429 +-1.1159161939261353 1.9996524971382545 -3.7308941713802835 +-0.798531293287023 0.7587042519658057 -2.5929892694808285 +0.6333563394601245 -2.6964733035957784 0.12297526647501884 +1.3568033931827184 -1.2886738936275224 -1.9985559934084844 +-2.1943131640301075 0.23277242006707022 -0.6987615279322089 +-0.9013823736491733 -0.37804820229531944 0.5249893286680742 +1.6734318230560348 -2.039054716905006 -3.3220590302778303 +1.2760673068472383 -0.8643996881302368 -3.2662001245571086 +-1.0611750176879247 1.5291855095037405 -3.356188283750571 +1.1103530261785648 -2.291851762386444 -1.121537063419955 +-1.1459812594698298 1.1293489070727625 -1.8212160717010764 +-1.851074910987168 -1.4965168997480165 1.7500559911611433 +-1.0618735246401112 0.0612504039957537 -2.0448015171804306 +0.5771755455344155 -2.442640599717033 -0.775230482880635 +-0.07413043481473744 -0.7409890889731428 -2.3054604136700743 +-0.6788963246128351 1.3339550098372055 -3.422659947933096 +2.5707730720063156 -3.3557204456236334 -4.096915132607898 +1.6347256567564141 -2.039668086342909 -2.994466046668504 +-0.6457073881463317 -2.671786386194245 1.04473226994575 +-0.8638857738469207 -2.2129210636726357 1.4763718239056816 +2.5039420555047047 -2.7468588614001836 -3.7961332671479235 +3.2953560692840984 -4.454147936880892 -2.4715529521728548 +0.8450294031576986 -0.8150783379946549 -3.0297957354082174 +0.9081460123403362 -1.4202337832499732 -2.4684207446620374 +0.3793698321539375 0.815212885421994 -3.3445163977154544 +-0.3445203091025764 1.0219671189667687 -3.3600941907538107 +-0.8146027421575796 1.025558834838129 -3.4455020077331513 +2.19513540192209 -4.5852351068506225 -2.225273477873441 +-1.952043611462418 1.8928295713635654 -1.552684014966379 +-1.5518201144502333 1.9449098714687811 -3.5975273710786513 +0.32436627962125897 -1.0860880243727409 -0.940240583585055 +0.2974446192369332 -1.5393691636106357 -2.387479687806147 +-2.5992561420271696 0.026126727620505937 0.8538261390887996 +2.1288135522823928 -2.8662616413822564 -2.238380082731768 +-1.5706627263146604 1.5013766897537844 -2.858184648909486 +-1.978303854025824 1.517333511075366 -1.9005314606137416 +2.550835522675422 -2.458206881130877 -2.6579374015996415 +-0.8025461186920537 -2.3117987194499188 2.4150984557127626 +0.952783555739454 -1.859044504753597 -1.994615650608322 +0.012199772130309122 -1.308888150163637 -0.5152246279723511 +-0.9852481662613913 1.5689509742002785 -1.6863640613164284 +-0.7471737917865064 -3.515831857937842 2.2710548067670544 +0.5172312146730007 -2.081228305116701 -0.4774071147144573 +-0.4106915784160581 -3.4003579244757365 1.7054991593557958 +2.8374384645908854 -3.64026895805157 -2.943334877542039 +-1.0477122854891618 0.3456202277005847 -0.7300685950239124 +1.5028558650167612 -1.6297199207679727 -3.5058536423892686 +1.7265345279037607 -1.9034691583735024 -3.9434611816841265 +-0.4400523561678475 0.7433597801569574 -4.413126140711291 +1.2867199732566157 -2.084644154078087 -2.2620010422355428 +3.33296587696359 -3.6375277602066896 -3.3460799347834325 +1.6358374799904498 -2.6422964424162863 -3.4641385562865032 +1.6374568034989763 -0.9184255142835551 -3.9762489345962457 +1.0175030999783474 -0.9483008021454465 -3.5273594838267104 +1.0974357887691861 -0.9901294626634309 -2.096867242339357 +-0.44349554939138924 -2.6957264683990307 -0.06460738557413993 +-1.1479446470645405 0.6911296671823479 -1.9553499812455157 +-1.608946567485991 -2.540912462443823 0.6206503666150723 +-0.12881914440743017 0.4852763215524008 -4.4981402937865465 +-0.2600829014920511 0.3868999345378516 -2.456898706730104 +-1.0019459567797606 0.180635498088983 -1.8854606485389311 +-0.7593787342394164 -3.259208759994363 2.215823489274598 +-2.082317345893047 1.480251432347506 -1.9148551817845576 +1.9625400050200985 -2.4205624128668513 -3.4053273918143514 +-1.5490298313770126 0.2440583805013838 -1.603942982536032 +-1.6896492945612696 -2.30608789686737 1.8185997953518371 +2.1978466765984765 -3.3070983846651667 -2.126637305178354 +1.0963709528611925 -0.5612386494331822 -2.5422544106907936 +0.8840507880628028 -1.3464904789441499 -3.0248969944280546 +0.5491688196058565 -0.6795735174139065 -3.889504782246568 +1.8635342492301379 -2.095443477981047 -3.420936547906386 +1.2098988374756834 -0.8713107607324169 -2.740105667596617 +-2.28412177274206 1.6157125078309273 -1.4978839007986147 +-1.2679683405602948 0.4923961545715945 -0.9234220767511538 +-2.045753796609567 -1.3919653194151518 0.5529871863962296 +-0.4663025091881993 -1.6293427609175772 0.2875949703041487 +0.19526365922837374 -1.1673427888410317 -3.1635911787071 +-1.3503150282576843 -0.7899114644457065 1.3575387700432608 +1.7614674353983049 -2.569534542116122 -2.5648765829281586 +-0.07566042956405214 -1.8891158240251398 -1.1152824448574272 +-0.8832251658824716 0.27591790603436706 -1.1778077813247212 +-2.2403924486442124 0.9547031997776901 -0.8375592867941506 +-1.2870804988713826 0.7408298756279632 -1.5712290696939488 +-1.36628063198194 -1.7834877367153674 1.7338193881239081 +-0.9153621754982271 -2.575627350614752 1.6109217490344663 +2.1185698108517936 -3.375288150048374 -2.012449439698379 +-0.10610160006604447 -2.6688898701383232 -1.235818954879322 +2.2035606269709724 -3.6883659367624526 -0.6595448931420913 +-0.6498130108529898 -2.12304678653645 1.2039875904271804 +2.4268131807977715 -2.459183622005432 -3.639463492748598 +2.470527062078941 -3.351650812452739 -1.9602932552653396 +-1.0172785860395452 -2.044636989703691 1.688375281805287 +-0.03764890775972046 -2.654102779241014 1.13909759430438 +1.6251889666761816 -2.731988612198554 -3.1981694074615064 +-0.6788963246128351 1.3339550098372055 -3.422659947933096 +-1.7166425508209902 0.7741568546974482 -1.3372857803715448 +-1.4352488273611335 -3.1241974163290416 1.5693595066056287 +-2.442072689003199 1.0698632206926542 -0.1880391361341612 +2.2651011477017575 -2.272267566732793 -3.7692190161883006 +-2.30233158039186 1.0097494303359749 -0.7883439087207618 +2.4315541413984185 -3.772895204606402 -2.5437652087719305 +-0.1406950714141248 -3.8984122955398752 1.2946729126480658 +-0.41604785677108813 -2.654204902645257 1.2919071227166992 +-0.5869349044293504 -1.9822770081229188 1.2761867863471372 +1.0371827522655872 -0.23362630081529157 -4.1153215087168284 +-0.9929088895650405 1.1087010136144144 -3.22317552322436 +-1.1303251610165599 -0.6886429484548591 -0.7719862871242955 +-0.5177377257461417 1.2832701621777325 -3.031040196825242 +-0.9475169896814775 1.1418889204884026 -2.7343576933392604 +-1.238416491306703 -2.617625649410557 1.4046148421909956 +3.565617882957246 -4.477548158755101 -2.5701562231131208 +2.1620752981676796 -1.720131819205043 -4.866250300690272 +-1.7256843371752422 1.3767640500187959 -2.220795144195536 +-2.0240624782711603 1.301833579815253 -1.423274960170883 +-1.0944996111701082 -1.4875230786117284 1.2528638558773966 +-1.7102014598451163 0.8031233883910939 -2.03008447859305 +-0.9153621754982271 -2.575627350614752 1.6109217490344663 +-2.2767534102803193 2.081579658331573 -2.4442630472928486 +2.210711774715625 -1.8948694195479294 -3.568410647968881 +-1.4414147116796676 0.8179056861770563 -1.8499266001396075 +0.5237688436892097 -1.3209581128085062 -2.0705581053732884 +1.705869794213345 -2.487489619835143 -3.637703202811004 +-1.5808393962827219 1.1819868357736567 -3.110796009576367 +0.8749104363192945 -3.113658958613373 -1.4839395101960424 +-1.0008173604259745 -3.615742614121767 1.3720427025537247 +-0.08727707433385364 -1.975347686178178 1.5590033037648106 +3.342224757385056 -3.2367101187533187 -2.199888837183978 +3.3660021223013965 -4.24565159578766 -3.598309057365463 +3.2696791995904975 -3.885374862242747 -2.7710694297806144 +1.614789912203884 -3.178880323288554 -0.7610782328882874 +-0.7384850046318223 -2.4104983297389437 0.7262577718774321 +-2.106544325996618 0.8510121686406462 -0.29968570664914473 +-2.2462498030225513 1.3976472490486036 -2.089823951471059 +-0.3330225445707846 0.6542591804811402 -4.096590098124984 +-0.944339747377775 -2.4565155464544985 1.7596295509913906 +2.1334321223485015 -2.1138098981487534 -3.8271770166798675 +1.1088218071379556 -3.2006066208298796 -1.4028488810685258 +-1.0268265196712465 1.0191329688937105 -3.4784498374509343 +1.0904028641893129 -0.7350831896571701 -3.8203261214527995 +-0.8198872500598388 -3.4015437783990903 0.9225264828441532 +2.022353036810114 -3.0968007406392433 -3.66161179269187 +-1.724138623146052 -2.6178357665086818 1.5905551536275486 +-1.4496710179067218 1.826775541549421 -2.1610828058871316 +1.23860629750214 -4.312065692989099 -0.5946251535677036 +-0.4871064790364761 -0.41285502273732017 -1.9842647566728697 +1.4727288016683895 -1.6373144187114956 -3.8062348348647728 +1.0507712674892156 -0.7525266442939864 -3.7102558845942744 +1.436848306523291 -1.5092946531924076 -2.0331617792309116 +1.8158086483598244 -2.568180600509692 -2.3038092683863427 +-1.0973343225763974 -0.028772408284535693 -0.8143973805863048 +1.338035383942237 -2.640573205263735 -2.2720715574053245 +2.1856955858375984 -1.6124733856827131 -3.9375904211603587 +-0.8464618877837919 -2.376844999917283 1.921092993293695 +-1.9573895309934881 2.247985611492879 -0.8195240635187293 +-1.3961772253651312 -1.566668621396708 0.6108060657966177 +1.4117946124572651 -1.0085525726767577 -3.0219329128531442 +2.812596962048937 -2.5442838438072095 -3.2381471994342856 +1.1429074859181652 -2.5413134522399616 -1.7648129700772084 +0.5587306729786562 -1.4637805821603531 -2.886808858553188 +1.0602602402291175 -0.030168745418351517 -4.937927991863635 +1.3836067530935896 -1.320600532086999 -2.7652752836923304 +0.23047244371606312 -2.920800757087782 1.6823821657697866 +-0.8090080234856825 1.4066799854717145 -3.59612381192938 +1.9015689012961652 -1.9807389977697727 -2.523488272570227 +-1.165035036120671 0.9771472100425542 -2.5386546960381158 +-0.34294988641382734 0.20141026979581886 -1.6476199128173952 +2.5428392916628035 -3.7225258844074953 -3.8162004674397627 +-2.253428557849892 -0.4484935374759675 0.5173126601154812 +0.8232255026155196 -2.4039263706473637 -2.6330043107741057 +0.889019357330346 -1.8330443436158157 -2.1131205290193704 +-1.0394827895236007 -2.903226076425694 1.5275092725219137 +1.5102191293608904 -2.460546187374759 -2.566233870093119 +-2.2104784980435164 -0.494667682544924 0.7088146261785062 +-0.8202139873086697 -2.377100901512849 1.1799903548809323 +2.518461527911481 -3.7677919232280295 -1.9076086302896682 +1.8590161235720726 -2.0340038237312763 -2.5392158719295272 +1.6693335836869725 -2.609126536151958 -2.913062277502274 +-0.9939401052604393 0.7250455857428345 -1.0625075049564277 +1.8798273923417894 -0.8193434608352639 -3.7688838274443315 +-0.6177744688020177 0.34027975638794045 -1.585588065597795 +0.5194608267304371 -1.7675186493770425 -1.9926256235589288 +0.2698801776227173 -2.1017488101130057 -1.7602144852544581 +-0.9276157370778901 0.9638845893867944 -2.6963597782163244 +0.11569054846509041 -0.552101194364651 -4.15191713030865 +2.2381797894422504 -2.984120324586279 -2.665757041118576 +-0.4856643149936863 0.2193086765283997 -2.309916647932744 +-0.9634753576993057 -2.7361360656673925 1.8798096927305965 +-0.9555625554799169 2.0364430142420313 -3.7195495959155775 +-0.05971759642268033 -1.1057617724037871 -1.0479657906979143 +1.5639492196279965 -3.3605388452085307 -1.9605770422199167 +-1.3991901528211965 1.4453397357309659 -2.787455742946742 +-1.3890773745815925 -1.084473024067355 0.6500705843752336 +0.2829924633835323 -2.378291889577781 -0.9821145337629401 +-1.9740642193320213 1.0828914398528635 -0.2587463432233361 +0.17115923789387735 1.0882022408142755 -4.376240638367804 +1.5953240571842044 -0.7069762237974746 -4.406884813308207 +-1.3712963500956432 -0.7229359693771577 0.22598971171638318 +-0.11431887063886831 -2.3749870407098634 0.9014195385194036 +-1.5562275536602883 0.28807866210282457 -0.26072311284537303 +2.4523635576388156 -3.0379794994893947 -2.6424815400655914 +1.0938594955398946 -2.8132982377812583 -1.4213464513531515 +-1.2614413770167756 1.7643267913390903 -2.960208886261845 +-2.243998659858589 1.6678279050102733 -1.275646893537194 +0.6422089971280961 -2.1179741470179967 -1.2312004555184248 +-1.0771541536066152 -3.44261551321972 2.5619789138529967 +-0.10581447103727307 -0.5598131792156709 -1.504358263865067 +-1.4099890522202363 -0.0832668196961393 0.3193686042876496 +-1.8628120302337825 -0.11436603634295531 0.7455134677024504 +1.8529253087861122 -2.565645068993361 -2.512504812438882 +-2.6828651024132735 1.815986880436354 -0.8284778894490301 +3.1334328928174857 -4.189537160244659 -3.4417917459917415 +2.87783432504218 -4.7437687040181284 -3.48241947744027 +2.3382366095282303 -2.0191249322882814 -3.7672721416413717 +-1.0616120651663457 -1.563857656409635 1.3012665727608168 +-0.38400344573764067 -0.16382755617204736 -0.6223353103393807 +-1.6117815905410062 1.5095391439034542 -1.2572993153504817 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_bias_1 b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_bias_1 new file mode 100644 index 0000000..21beb73 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_bias_1 @@ -0,0 +1,1186 @@ +2.673399227727991 -2.672510174555537 -3.908300726582834 +-0.8936575151850957 -3.0321276039033527 1.2314067254076866 +-0.06303221251541326 -2.3811136914568483 1.2763946297537865 +1.6891134186073482 -1.5968484964743508 -3.5065934109224743 +2.1411359490416917 -2.315297885982846 -3.0380371473524477 +-1.8298011223709083 0.8676154270476129 -1.5269368237762015 +2.0594700884522736 -3.933220668295706 -1.8469755538576813 +-1.8005129826625197 -0.8362048284149513 1.524183718820075 +0.4643700055398878 -0.5881966612991867 -2.607511729707111 +-0.7876580584334039 -0.14618420224677703 -1.5554932590296051 +-0.04857593997395172 -4.73081275960646 1.9430220096742021 +1.7167816477382265 -1.9727627399232939 -3.183060579991796 +1.3344114176501385 -2.7834538299168923 -2.1040002992783404 +3.8283286585356504 -5.1277080974897835 -3.9652669649286763 +-1.295406665728074 1.6489301152511857 -3.6627535681254164 +3.515911097906518 -4.842155080146673 -2.680592792608039 +-1.0959814927173341 0.15634634350704096 -0.8130787783328529 +1.5697506531200156 -3.521010454131014 -2.8521266194869788 +-0.13267088933766125 -1.0950161821292166 -0.8105522088336181 +-1.6267146506738825 -1.3702798645200494 1.3856588327853887 +-0.9194103497267856 -2.2670905710227647 1.8865544884729983 +3.015934528070326 -3.310356470835974 -4.12527577071472 +-0.8428558177127737 -0.45763589713353653 0.27691999207929957 +-2.5913272780125833 -0.07206564457570158 1.5654751840356167 +1.7409745646983403 -3.577577539216523 -2.7313381963421137 +2.6431238477764007 -3.164256383421481 -2.0257504338983248 +1.4693041330314986 -1.7581634498363323 -2.690089538924466 +-1.25859795251256 -2.510595576792664 1.4621722082717992 +1.6586339906760728 -3.622571074326076 -0.9948042839690004 +2.8518998333119634 -2.5685899455157095 -4.100283105124609 +1.9151866898971326 -3.115093887966935 -1.1775818818016708 +-1.8399470088082543 0.4075082851594943 -0.3264641120353028 +0.49310944779835614 -2.7390297592194406 -0.7641275716888827 +-1.7437446043552332 -3.3130255696515096 2.2143886068146497 +-1.439639157675225 0.8255257061817647 -2.025682797183245 +2.274628713376499 -4.402764868798488 -1.004855162712618 +1.5774669557151662 -4.279570847635845 -0.8514005852503909 +0.32423696173479505 -0.3224545760263636 -1.9429530398170254 +1.0983865533184733 -3.1122111700657205 -1.3225695267027546 +2.0473177441389065 -2.1286793365326337 -3.733145522422575 +0.18263508249633376 0.8067200280246978 -4.588542421595098 +-0.38728453630043175 -1.507761815136846 -2.133011569391498 +-0.4081291956715582 -2.337359324006913 0.9888852871905838 +-1.753521005682806 1.5689183028071405 -3.031946986184332 +-1.381838788924105 0.37368596009891114 -1.8357063566617398 +-1.6324347939227153 -0.6065149905173803 0.42826502089967566 +-0.7612664054612276 1.2130693661816927 -3.555171081621452 +-2.3571675885800354 -0.6108312158448592 1.6104697395362875 +0.8378084474307874 -1.0550580953157886 -2.9720142592621817 +-2.583989935731022 -1.9910250150624869 1.156717086533441 +-2.638437881506927 2.1233424257810647 -0.9611328437066176 +-0.28737415536199906 1.064801776789558 -5.124290146324543 +1.1662536424518013 -3.22905774445222 0.35746075707697605 +1.6958598837492638 -1.4862352832848555 -3.5252305693197097 +-1.368106297957875 0.8332209703948041 -1.5084960035649562 +-0.9400637236823431 1.2556687597252472 -2.1753495508131215 +1.4561798042182759 -3.0216136767838786 -1.9492232033283656 +1.3218667460446967 -2.216304649556194 -1.972938200395525 +1.9942459778408177 -3.368959743204725 -1.9693271830572618 +-0.2664279214426068 -3.327135080355712 0.6981116159375423 +-0.3609770240067773 0.20143651086547032 -2.3177452485326953 +2.3351662562186073 -2.822730861380188 -3.1610124495251717 +1.8950352445921415 -1.9315792861768017 -3.032705367022479 +0.2899243675081904 -1.9714713544575553 0.42567425059099684 +-1.76484725488512 -1.240690374749075 1.1093591703079855 +1.9426097056999987 -3.5538637010707923 -1.910174205594148 +1.2229884327005653 -0.8281135147790211 -2.6435989440590397 +0.0786068097117188 -1.4579253140262352 -1.206059830053896 +-1.9875516457429967 1.481197732446028 -2.3312105796123412 +-0.15997753012400195 0.14220572656400504 -2.89877507066907 +2.1414384971885583 -2.8423022854342843 -3.3449023038520656 +1.2208592143997088 -1.7719090747153567 -2.8634481716073927 +1.3322543250692562 -2.763770241525583 -1.5017918434422968 +0.9819765517640812 -2.078970364716626 -0.9301029833772494 +3.4087086960443385 -4.030627536140855 -2.641926389814139 +-2.1857341464778055 1.6810995329733147 -1.0450356588568577 +0.7921643612893797 -0.4381801725295691 -2.3214055363961785 +-0.8641253990271957 -1.633433182145895 0.60450780795321 +-1.649874656538228 1.1080244843867104 -1.2968654710883936 +-0.5115348134024592 2.1842434989765533 -4.453796185390514 +-0.4737950523236654 -1.2352717349443993 0.38914582560075384 +1.5523526998532884 -3.096391283598633 -1.9489009602705212 +1.281380275669508 -2.2891366663860064 -2.3055661261324105 +-2.8654987591635885 -1.4065964367962458 1.2799577127073323 +0.8185144167997681 -3.771039757199824 -1.4309824708603975 +2.285815251274093 -2.9634373079682317 -3.126462760348541 +-2.6784216550979294 1.549433507648117 -0.7066887169870097 +-1.3197899772093908 -0.765195557130071 1.0166933156600315 +1.8248674780418632 -1.9913885285882156 -2.5266925955598474 +-0.27997102648815303 0.23459302125879566 -1.802488582318056 +-1.344919296910359 -2.6798688241797803 2.0237954408765937 +0.46835232458830456 -3.3596321851581723 0.8783463414046456 +-0.2032966080424216 -0.2073153025655255 -2.4581906411112895 +0.941437592843214 -1.1837020893804713 -2.7175159725421976 +1.178408462116272 -1.653057606354108 -3.684142108538646 +-0.5806251555209607 1.8856746318652327 -3.8772110304157885 +0.4219296855933708 -2.4175854002102315 -0.5137115357820204 +2.1456828871059064 -2.90713255483806 -3.990660335076171 +-0.5875131465132395 -2.9248315826096354 0.763422337415208 +-1.8750951111217435 0.6240695676332697 -0.4321966115963216 +2.7025479157488412 -2.4884927384086706 -3.5681550847145584 +-0.2943986677685942 -3.7969783279392106 1.6155768826654884 +0.36290510008832516 -2.4520446365375914 -0.8700185463374843 +1.0330383514031205 -2.726152747254457 -0.6332963102081507 +-0.7948032950687708 1.7514389041941576 -4.017932676206075 +-0.221907612628101 1.0358624669603236 -3.867572780242913 +-1.214984815578801 0.7456775051901652 -1.673292465417902 +-1.4798627819981973 -1.6975489282272676 1.5205576458120877 +2.5433469030750797 -2.5820468285753577 -2.6876833921927794 +-0.7424235922900728 -1.6450061572230388 0.7237392368951485 +0.717071327708041 -2.8221766348994475 0.6209172101068119 +-1.839790082686046 2.198726883557421 -3.109457059259571 +2.3171239534537422 -3.4794343350510264 -2.578507228052375 +1.0318881990502788 -3.1361802361885402 -1.2067751992353501 +-0.7101315086995373 0.7509008767224641 -1.750992494287413 +0.03153966941917394 -3.0488054835603533 -0.021885561023662178 +0.04593386153370417 -1.843334492382871 -0.8757567186257954 +-2.0523452549667938 -0.42424933600446174 0.8982378062375243 +1.5031088166826272 -3.108336025575653 -1.0605747350320456 +0.2217655961476684 -1.2782816090713263 -2.3078532740610846 +-2.21663428544638 0.40271849478333827 -1.0495019973651458 +-0.9089631145850106 -2.3249871772812583 1.3025755301454696 +-2.037346828551875 2.2894291009449654 -2.735333101698643 +-0.8050018699216084 -3.35195220811557 1.5104615041733331 +-2.8759568933322512 1.6889494911573228 0.23781063566537292 +-1.456661962954423 -0.8572780532214626 0.7900047501061745 +-0.13085286502340532 -3.2152723144913318 0.14012729334347662 +-2.0544043916011865 -0.18727678197623665 1.1886168816081044 +-1.3145568232812688 -1.6178409218723122 0.7390463563229935 +-1.8559996508289216 2.229131032978723 -3.37895215650234 +0.3966999726057158 -4.356660809603019 0.045610700286818476 +1.9871688795433615 -3.0069942799192084 -2.911938151048845 +-0.19471720530709852 -1.8735389884138876 -0.18977559643463038 +-0.8541763201811705 -2.4156624863326424 1.2384860701107372 +-0.5875087628453847 0.5486460403234823 -2.9012444590012083 +-1.1320374939622329 -1.9718562425557882 0.5725465473291805 +1.5096663249825897 -3.3162222778965895 -1.9640443942035448 +0.7898976368358459 -2.3792129399122084 -0.9501181552446084 +2.229438782788184 -1.1796543415416323 -4.353188849834134 +0.8648973138430287 -2.9849297340245124 -1.9818345494237164 +-1.509243519342447 -0.9828117486733554 0.5940649703337254 +0.14335295739451054 -1.1697653245030357 -0.23994240982598986 +-1.6933704244607937 -2.0777819855400463 2.0343433496851824 +3.3299842137342996 -4.739528623904959 -1.289958579742421 +-0.9763286795362242 1.1511335874644473 -3.1274750382591225 +-1.7976709630421075 1.654289054419737 -1.5776124336014774 +-2.4870808722167665 1.517999964533873 -1.532587669137941 +2.4103941973412195 -3.843360074106237 -2.995705886399613 +-0.3777668434663122 0.4306483725643118 -2.8706495143691404 +-0.7312428959430259 -0.48184356072014145 -0.5047003588536103 +1.7956342904675138 -3.069783386425491 -4.147100032246892 +-1.2764062804487781 0.9081692628341782 -1.7600514679538422 +2.0567630554853062 -2.732510199849447 -3.711302418897006 +-0.7493419107767242 -1.0526354447264077 -0.6370222188459979 +-1.027672306018124 1.0058195358823947 -1.7709203776585725 +1.7131608027712717 -3.576750828234765 -1.3689007884439108 +-1.3424449911783 -1.0862803501934557 0.9625229419160083 +-0.4184193588971004 0.4646597481050751 -2.642593742427715 +0.8978441968756964 -0.6514574853588253 -2.8861720698506246 +-0.37281205937650497 -3.4534739704416872 1.9337779639998982 +-0.32941293959698287 1.5253560663746992 -4.490138645529371 +-1.171512624033871 -1.3425508761471017 0.8909035687749822 +1.912147706262284 -4.513703054845626 -0.5934145345770615 +1.617173104407755 -1.6727515756986147 -3.1461646254670868 +-1.8228066363965254 -1.0329276993633114 0.6654723706278975 +2.240912315904765 -3.5601508003215656 -2.602969324887596 +1.0581084012804005 -0.3920392945850835 -3.9295093903653044 +-1.006843937651976 -2.4439515176131046 1.5549076555321375 +2.556330303686637 -3.6739593054182014 -2.7458240091830266 +1.6344233628685667 -3.4728170477132903 -1.6955143774129864 +1.0713295049787155 -3.5423474761390428 -0.8358738397568535 +-0.3072410950699882 -0.4200154138468864 -0.2513849951643323 +-1.588755260493098 -1.1972037744856534 0.9916090656382697 +1.8981613797979155 -3.0643905400754656 -1.8171189820640798 +2.2705892188991252 -2.466189886975646 -2.848168341632622 +-1.4210700866236088 1.4432571296370642 -2.5493675812214325 +0.8405893263875456 -1.7838191759361106 0.00127082213932345 +1.2655509815346964 -2.999404933825417 -1.6177344517569547 +1.886138679292095 -2.2145885436285364 -2.8161669409458083 +0.28691096295712293 -2.0895632165493945 -0.4165113606543174 +-1.2219269438042037 -1.349207023534479 0.8566889948385308 +-0.41583993839283157 1.0650823178997568 -4.514076120813786 +-0.9990101430082442 0.6668836945800105 -1.6594914578978766 +1.1800078485896108 -3.009780273959971 -1.4221065399168313 +0.7825261658640517 -2.2034494105785862 -1.8792846246692823 +0.12713408627817024 0.051509338915477376 -1.5653516284686535 +0.39599668568540436 -2.9602221447803774 -0.4249021382462265 +-1.212529131062279 0.9310401708930687 -0.8552832812406481 +-1.123420571512959 -1.3043784002686805 0.5671735617417271 +-0.04330940475430871 1.4686291906702686 -4.022034721875315 +-0.2616747499289959 -1.1443261630010237 -0.23292250396333491 +-0.8007816085176492 -0.3546991901017684 -1.4058603737934177 +1.6990594933725671 -1.568405665287047 -3.615595639259931 +-1.9506697991875264 1.2367503239553288 -0.3991915613509583 +-1.1550626070231964 1.7658034130690239 -1.2831079693390606 +1.9130387676884515 -1.972089183283735 -2.4872948995091115 +-0.0790106219623784 -3.304382566928282 0.33372206382590647 +-1.5740821504741798 1.129988153080727 -2.0005577220584962 +2.57521087521427 -3.63838521048664 -4.221285527520414 +2.625609720536882 -3.011060718435809 -3.2028677316904424 +2.150578951058619 -2.3072123275914764 -2.5704591742484046 +0.7252380056473946 -2.039926609197846 -0.883189584219014 +-0.7535256679097898 -0.6209483285048072 -0.04443446269684302 +-1.4682953461466037 2.0866839360065415 -1.8611907004600907 +-1.2067801026814102 2.018577372317726 -1.7031741056029872 +-0.3451523166757576 0.11799694217452478 -1.1362534060091325 +-0.9711720850485562 -1.9265226197429255 -0.775317377070877 +1.4816198609974274 -1.8921860563367918 -3.4305237839127756 +-0.574996998449706 1.526147958218771 -2.7230075671558995 +2.2993393997463114 -2.7318840237846453 -2.053467865563306 +1.594312043407045 -2.768355742731806 -2.5891387203832608 +-1.4165743053489013 -1.198114645509477 1.6762871898286171 +-1.6157433895331939 1.187826467798649 -1.3367056220900357 +0.20996021004701543 -1.3579108591085978 -1.2377339603872295 +1.652165386426759 -1.3309542243259045 -3.4095437181400507 +1.9379925080963856 -2.075695653832361 -3.503496796692347 +1.4605338547388056 -0.3166173537365835 -5.493262675087144 +-1.5708451051916186 1.1335542581864217 -1.1611164332410473 +-1.4055174302951365 -1.764936537251274 0.8935944491830801 +-0.2004345275888656 -1.6478305123276615 -0.7461245470379253 +1.8377711132217154 -2.5798892439480303 -2.110013243162803 +2.149243909215929 -2.3084680210989825 -3.074111375268084 +-1.8767371581441374 -0.0591178265087568 0.34601154588231403 +2.2341187104937212 -3.8874000185597364 -2.1763801531842595 +2.4271738699782803 -3.925197588645696 -3.8827639940046392 +1.8813709599507051 -3.1057581049768843 -2.8149566551429266 +-0.8226850140204831 1.3451571844243222 -3.801639936940068 +-0.19082426107421518 -0.5987293982565258 -2.3507372399794377 +0.9753190434400822 -2.360407580888615 -1.5967330069125607 +2.653093459809923 -2.377046987909128 -3.896729558871966 +-0.945643822608852 0.37635064421709324 -1.7772058433159565 +1.0579197958236943 -3.1269703990354545 -1.6367879308203643 +0.8738332095258518 -0.7810124316274929 -3.0175278432057504 +1.8942450491505665 -4.222787569487331 -1.064009412554588 +1.8351594525044668 -1.6530941496920997 -3.277769444229097 +-1.5981627650557844 1.3425076238141782 -1.5421471607653714 +-0.709506239935544 0.9686467349078263 -2.252529777689713 +-0.8017474665395835 -2.317116624090479 1.7820895754731356 +-2.190343587904184 1.0474739191363702 -0.5708306155866815 +-1.4081756682430269 1.3838123467163832 -2.8443680572469003 +1.4587759124791162 -1.4775613139756887 -3.157777547387602 +0.9299213370976549 -0.7096947768303563 -2.524822128453301 +-0.794301388174468 -2.40605464597332 0.4765397496380103 +-2.739466793682579 -1.872951698332118 1.2914077792422598 +-0.7994734567803261 -2.346191482251455 1.1623777009073368 +-1.2022994462520569 0.6657863012021259 -0.6807560472862224 +2.4948191156581703 -3.372386333732549 -2.750198435716009 +2.814126980948352 -4.649615926738796 -2.2779105476539634 +0.9364432818348026 -2.480007628520368 -0.2072402937249595 +-0.9944163493672037 -2.3664227896810845 1.2393198519173987 +0.896402556263311 -1.86076862846014 -1.12979776917721 +1.1474656907789342 -3.205674301346531 -1.105382598608515 +-0.5691470730343395 -1.4497869192970856 -1.917967338136226 +-0.6819772996169335 -2.125885111269098 1.6533510825717939 +-1.5273506913764723 1.3877371343115512 -2.203914635910282 +3.3769295613768096 -3.836213714823933 -4.549250631639938 +-2.077922580184085 -1.2119477973472161 0.6861597717287207 +-1.694406975197741 -0.9852755505907032 0.8902595473492917 +2.0017375697020556 -1.640392463344017 -3.0041115949922697 +-1.984358013139452 -1.0887945035486528 0.6123978743793258 +1.9529148041984423 -2.3792317542289627 -4.5007059907267655 +0.17001362738904396 0.7650530839140162 -3.8715474963039087 +-2.282367727874468 1.445912182146056 -1.804046726725981 +2.2908294806572216 -5.059251694947782 -2.751179844182449 +-1.830595556252252 -0.9723552289586064 0.8950729674906531 +-1.8381728420729526 2.062962607774895 -1.547350780305204 +-2.0201034913866067 0.9208668957522479 -0.4084521342575451 +-0.7878807770496571 1.6377613366790147 -3.8927713956400725 +-0.249133994060182 0.04131517481204028 -4.544723164963535 +1.5683511548695914 -1.9028798429227496 -2.929028610215928 +-1.0367803722673257 0.9663418527628722 -1.4538182618539321 +1.5421267725481305 -1.330355543933208 -3.078833182239106 +1.7619390229263996 -2.9147241227916365 -3.248094527857922 +2.1375329871020066 -4.015803520049256 -2.3434256114493293 +-0.2526534781615017 0.40266933922591913 -2.452601251286776 +-1.5142258669142068 -1.5552078893092325 1.8387704104047655 +2.569476633182576 -4.191765737429657 -3.1151565278865254 +1.1934951459598167 -2.468769935594077 -1.8447532455493996 +-1.1201920672944745 -1.2364934841674422 0.37719720350274527 +-0.9736152359333964 -1.3475823527878281 0.0539339160731821 +2.084270267459999 -2.1237965192594284 -4.161764851302468 +-1.2788406664492418 1.4771577706946306 -1.3037955675742052 +-2.555698439325539 0.7353500435249054 0.24484327052493549 +-0.5955529987850138 -2.4560477226100317 1.51122590880374 +-0.6036649765466766 -1.9645746635771848 2.1465237968893005 +1.1200475352925778 -2.2665365290169084 -1.0431873957064162 +0.915213360087272 -2.24249407845206 -1.5541104746472911 +-1.9823481220717971 0.9589723978243341 -1.2174255317709899 +1.0203500432955572 -1.8516305365449597 -2.3980245078173414 +1.9783502829003163 -3.4267358003008574 -0.6345208369595032 +-1.966065960493987 1.305332264104908 -2.2981864520908326 +1.4448305196968716 -4.05447408902172 -1.1062994508122037 +3.3320053969291252 -3.4916013953439995 -2.7844435063051542 +-1.0630151216196086 -3.385854407849393 1.123600022478996 +2.8323432938005593 -3.2565788749873437 -3.239989497819169 +1.1379135606304707 -1.871751389542794 -1.951461704633044 +-0.06955873704984922 1.2418866976556935 -3.3452664606598006 +1.945747074975751 -3.523546317048184 -2.4742352816506203 +1.7139578705433909 -3.744437565815506 -1.8823063322554516 +1.747442810795324 -2.2984432334072475 -1.6959025192861665 +-0.4978847544079745 -1.6841539643279142 -0.05211501327766664 +1.9641992127614591 -2.1606660784097076 -3.5188270149718024 +1.626334530216728 -1.4441099967895605 -3.873265543204067 +1.022068361559485 -0.574452730233939 -3.9797573847553944 +-0.8381957822701508 -2.902150100237242 1.1763862551229134 +-2.0490524664260885 0.571381320017256 -0.823592475067772 +-0.3499132742034068 -1.2740904312136816 -0.5120600715135732 +1.7143246294911831 -1.749374515922686 -3.5025810970708755 +-0.60555176264602 -2.4494829542485057 1.7445007241663184 +-1.5870964565677508 -1.5476032926116845 1.790865110067554 +1.3983339503591923 -2.5441112194018785 -3.163201515546447 +-1.3807706054437097 -0.0061093982877990505 0.58244851148171 +0.10188289075806772 -1.7041772135652298 -1.2436535252321455 +1.175523697019857 -2.4866941678736483 -0.7209903361640213 +-0.17805699968065863 0.2536932506710329 -2.531702584134333 +-0.18182800825930234 -1.880450953480212 -0.3840013350373962 +2.863877150535335 -3.6198559562620964 -3.4653869809978426 +-0.45471367245021316 0.7678788337292337 -4.4140181327762065 +-1.2219269438042037 -1.349207023534479 0.8566889948385308 +-0.28708662541678237 -1.7234771441910428 0.28263946632877995 +-0.9092916620188988 -2.094209347744255 0.6813804669771022 +-0.4184193588971004 0.4646597481050751 -2.642593742427715 +-0.3907224832620957 -3.249292921734783 1.2784096717194235 +2.0488346345905457 -2.812474300566825 -2.217740707660758 +-1.3853426352777347 0.47178326746122473 -1.474428040269308 +0.7878713764516314 -0.7664429485997937 -3.911055834902885 +-0.8366153422313639 -3.2888555464271927 2.6854104878566605 +-1.846087110423933 1.4675560899327098 -1.689367520944568 +1.797862773077103 -2.104119394644717 -2.1394709087132537 +-1.2530873640107312 0.48594822532001575 -0.9191520135476465 +-1.592744074964428 0.4841341610749444 0.4214215176635683 +-0.3830730720445961 1.0220418268020472 -4.0088979307084225 +-1.6914378528005432 -0.15475812127382632 0.4799297564463554 +-1.0944349576258265 -2.8028717064884474 1.7313553486946218 +-0.3866143827540397 -2.490067012359829 1.0618727814461892 +1.9865267371507467 -1.6348707304177723 -2.689231692684666 +0.3203587327880259 -1.161017844249033 -3.013719905212965 +1.0609335385233707 1.2111093222169402 -5.732121510016048 +1.8149563252799388 -1.929594173883336 -3.7754725534315803 +-0.37281205937650497 -3.4534739704416872 1.9337779639998982 +0.5464753288891588 -1.5568549013314381 -0.8697232489181363 +-1.1550626070231964 1.7658034130690239 -1.2831079693390606 +1.927553313058399 -2.587764515962082 -2.5978976964767853 +0.5699317386904351 -1.6512892975681557 -1.3111821501944707 +-0.17747886046034933 -0.8307843087099536 -0.9640142982452783 +-1.3711371827858765 0.4866378980985216 -1.5318014014761736 +0.03112934866696347 0.011654159761602223 -2.2157062295599554 +-0.8753071205563951 -2.381756629340871 1.5135435839266795 +0.48808529041718285 -3.176457334645917 -0.638476876854901 +1.1789745001137437 -1.788634564800357 -2.610116903989323 +-1.4758904450277315 -2.432395897227189 0.7612251849452941 +2.0221367651073456 -4.1072626769643445 -1.3524700257904583 +0.9263874729565614 -2.4388983347013897 -2.138174852341288 +-2.145705047391045 1.5713073878605621 -2.293052758444522 +-0.05531871874945393 0.6297855352207304 -3.8478634162952767 +-0.5241929432042677 0.6549306765680325 -4.947911488247563 +-0.5229151862911852 2.004788003689511 -3.645808018795608 +-2.5334155425154385 0.26024277785852906 0.34616297852838473 +-0.5843191096715245 -1.0103357919657752 0.29601558072093453 +1.8747553483328776 -1.2550237814025933 -4.971334127324255 +-2.532503338541811 1.415151632555702 -1.2323468866917684 +1.9783417657739433 -3.1694314817559444 -3.8806959842994937 +-1.7270711446756186 1.1590481515811153 -1.4234527046118526 +-1.0892641363828313 0.6610069218741843 -1.1512518563903593 +0.8076074961736663 -1.8377913500842038 -1.8604539957960653 +-1.100339362935941 -1.207285334629339 0.9603182037906999 +3.839620673144566 -4.420304772298427 -2.7564078525812237 +0.179361213487295 -2.448262211484352 -0.78451905342489 +-1.3848305383640658 -1.4950439389508157 0.8312917194660236 +-1.4030745816583836 0.6535391304389406 -0.6156359624198349 +-1.7976709630421075 1.654289054419737 -1.5776124336014774 +2.683471027744085 -4.717292224368632 -1.1348250854675348 +3.306398970732417 -4.19738377972594 -2.2674583950645295 +2.294665901395764 -0.7609951998331923 -5.1346061290228855 +2.3361914953641745 -3.6123952325114925 -2.046934876422336 +1.7993589218745571 -2.836176730670318 -1.543873212984647 +0.4630036562480854 -3.5139059814390747 -0.6656683723819924 +-0.1400559495601097 1.0846043538240953 -3.9672054651272526 +-1.9467902961464907 1.15534897030768 -0.8324331693029308 +2.8734331741595716 -3.975224146327555 -3.739195339036947 +2.1146086512119355 -1.241845467184945 -4.737401560050028 +1.4767919491491817 -3.0948078376324175 -0.7963289892036229 +-1.8594261402753864 1.1800541905517257 -1.5238665084598675 +1.6271735809848218 -3.6167610101834007 -1.4017442166352607 +1.5673380170552915 -3.2157692806518985 -2.1324410317229168 +1.598956194004543 -3.2730847254129536 -2.720847844750588 +-2.509618807593051 -0.8061129532699263 0.6215194657242066 +1.9610870729061631 -1.6935932541086198 -4.2775679494518055 +-0.3862282006505463 -2.6917568827303704 -0.3231284626588963 +0.6705171021040003 -1.1697665716373533 -3.8549930013971507 +-1.4415661110645768 0.6295607768008238 -1.3674500314836544 +-1.284295729874443 -3.5659210334417972 2.010343921714193 +-1.013430633328585 -1.324065040854017 -0.13745724302617846 +1.1496846701339465 -2.272250234335205 -2.592447815591027 +-0.6660176194310546 -2.0712227526395743 1.6087129237575848 +2.1338118443140597 -1.8027918959023255 -5.092949679483396 +0.1343723282527689 -0.8201042937080458 -2.250676879124866 +1.463379298443784 -4.167012799683983 0.4136225812548943 +2.6623402428714162 -4.040070727158059 -2.4340578114190428 +-0.8941282940247126 -1.0953918430813623 0.7951353736605239 +-0.18423782869111027 -1.5562578928456703 -0.9708714697676268 +1.672018553091652 -1.9850886692330345 -3.9982763926714986 +0.541558538248458 -2.823154063168841 -0.28769261495734155 +0.13267411811417934 -1.949589035915172 -0.7690018960998162 +-0.6705390997205953 -2.587003519316938 0.8717551822719838 +-1.1402095133447403 1.3469121910039594 -3.0268249869418526 +1.4825212775834709 -2.4840990016987123 -2.563189801738751 +1.6789411206677323 -2.8656026122268585 -1.640424904164746 +-1.389693894707169 -1.0671385874807553 0.7683454661633644 +-1.3104455014692138 -0.6385593709658169 0.7799958517347196 +1.3707918237639827 -2.649496680347157 -2.440818017486175 +-1.2263566271516624 0.6904679026389182 -0.8772992098395344 +0.24388451505996805 -1.757102716893026 -0.614680910354806 +-0.34042990373925647 -2.005223623702723 0.8710181884084711 +1.172554809225891 0.18916258547159825 -4.700615246200419 +-2.023306427129382 -1.3738972626349295 1.7508763363625144 +1.6786077625484004 -4.3019486258567 -1.7990519670630698 +0.39603159486057954 -1.9199695971517854 -2.3187451931623917 +-1.1087616411807144 0.7786584762128153 -2.080883609693304 +0.7466678151885531 -1.0199031369802443 -0.8430418182540098 +1.2210357382133321 -2.7917141866805903 -0.9202673680148769 +1.7859544706069637 -1.4842216102721832 -1.2936244574692264 +-1.877596467493713 -1.7341071416623979 0.3183196448753857 +-0.8530966459739886 1.019884892640617 -2.3377101613371467 +-1.6974501740302779 -0.4293712095763368 0.9960185739054046 +3.250753363430892 -2.272176964825828 -5.354132723382939 +-2.2894796619943327 1.6437488393219764 -1.4666496929054373 +-0.44469665785787027 0.3440835897119852 -2.1761466869439894 +-0.991424022058966 1.0595279374677613 -3.22466904547515 +2.0746664395423213 -1.6381404427904087 -3.6708709697630586 +-1.9386242221820391 -0.8243001681347941 0.7831957079870956 +2.8544504278146925 -3.7140055128617697 -4.72175819944281 +-1.3858217155508519 -0.994033445413703 0.9768298372582774 +-1.7137691018126775 0.817369568092388 -0.9042407048243988 +-1.7683953640022807 1.3305650367954038 -1.4642794924359623 +0.39508696167563656 -2.5283084287233164 -0.1755732120228265 +-1.1263293001089345 1.5912543416398022 -2.5780201265817424 +1.7005147487668388 -2.4994343616916916 -2.097156012381052 +-1.2763908859075093 1.7544165600836739 -3.141523442193534 +-1.3492664495054063 0.5801896863048759 -1.0412415587470192 +1.4314171949518044 -1.4958651870562556 -2.742025161111569 +-1.7542162454288615 1.1963572594006906 -2.5341688485882914 +2.438844626585857 -3.7831915092114428 -4.224106338625557 +-1.1400815754088212 1.2127379676788617 -2.0985482926919663 +-2.4245019800550205 1.8247991782612114 -1.4543446919738303 +3.9750889596360257 -4.0505538868232165 -3.8748369016179063 +1.7457954473812167 -2.760726957342391 -2.2376065541284267 +-1.0765365493066812 1.3921310165393324 -2.921561235643089 +1.4904321139681656 -2.660482753189503 -2.4689816187259104 +-0.969070806331212 -1.2761240134962237 1.3654092734967318 +-0.12881856137926517 -3.1761494735047138 1.727616503364353 +-0.9908876757004824 -2.7047289899464593 0.82081286066183 +-2.31744304888017 1.5115351969306956 -1.3756266693724297 +1.9881093579738014 -2.0422750435281998 -2.9079059316533633 +1.8929096426406575 -1.7539592850095143 -2.5839738983604716 +0.5675767318848121 -3.4234600741285273 0.6196268618805575 +2.2795222772681707 -2.6509003658392776 -3.6301938704103205 +1.4480453982035086 -3.0974959410795186 -1.3236881343392617 +3.0719553041289025 -2.351262157551147 -1.918908506732528 +2.120576999541649 -3.8527315367954453 -1.195033175572119 +-1.8714834481019658 -1.4373447219593538 0.2656879976612083 +2.1915754918559593 -2.525895787486035 -3.259106944433016 +1.0745130338544102 -2.0285194381345586 -2.51873918081264 +0.9400579941380395 -4.225620039077762 -0.08503494434939433 +-1.2753331077330357 -1.4225931882348817 1.1947234157099846 +1.9425982491681442 -1.4878779684287788 -2.7741509931744446 +-2.135391015346389 1.523383896208498 -1.477556142370097 +-1.2788406664492418 1.4771577706946306 -1.3037955675742052 +-0.8381957822701508 -2.902150100237242 1.1763862551229134 +0.3259914622713758 -0.21925394853144908 -2.848374635168204 +-2.1790841385088164 2.320182401572776 -3.3828554829295583 +-1.9418166969675221 1.1960825477892059 -0.9864688298580065 +-1.642641273433676 0.4244157574549963 -0.4645454687691386 +-2.4792427918915134 -0.505670662576265 2.4157036649836505 +1.0105469836955927 -1.8569666633305637 -1.882554986545545 +0.36921666089821437 -2.7480164104979874 -0.137992063241972 +1.972993624756731 -1.91781480806472 -3.7057234869766393 +-0.8317910087101088 0.9950171854500527 -2.395515397027321 +1.4979810309033168 -1.0668356886769566 -4.02994545912108 +-0.7711340794847903 -0.4933323852759368 -0.5210812709606631 +1.9254590537746912 -2.7084899920118457 -1.887009512343682 +-1.0442676019864705 -2.3112856545967264 1.2859226669046786 +0.39888638805676496 -1.4385801208314257 -0.996187901459224 +-0.1439884723150492 -1.6286868165550092 -1.3189351667519043 +1.9675063003891364 -2.916993127040288 -2.9262929373918203 +-1.4470792774963475 0.9917163908946602 -1.6866820314852125 +-2.1183416264323167 0.8194683114707206 -1.1260998906006578 +-0.5171934610133099 0.7674438087695015 -2.7211187821435767 +2.13460309780906 -3.5500982169298942 -2.136625448907478 +2.3701525835836383 -2.9623801497660254 -3.5952002595274717 +2.548106090134284 -2.4486578042190965 -4.281255170813558 +-0.6961071339129843 -2.602823116396137 2.0913356325516235 +-1.2629339120304492 -1.665950540157751 1.9904849658624597 +-0.736701111004038 -2.686808405475306 1.5350626121120194 +-0.28536347601471773 -0.1775448998201482 -1.6531809804218072 +-1.078611936563434 -1.3302132891280443 1.5786820948121858 +-1.3723524192031464 -1.0879068001841252 0.10708951975098906 +-1.2853316940683248 0.10733192424831373 -1.83792899380658 +-1.7261797886646455 -1.715175744617737 1.3979678880026456 +1.3692317709358457 -1.8933106423661648 -1.9827956079913234 +1.3529841330738819 -3.3669579060198647 -1.22712529207617 +0.44920618301662224 -2.652092626061393 -1.2764010783747297 +-0.4280920103835313 -2.6970704433264574 2.8161564447698377 +0.3864870605998564 -0.8141492216967243 -2.1758162791777 +2.126016191733565 -4.925513864175298 -1.3737047875739228 +0.030454903118871432 -2.3565113212320323 0.5013311246174911 +1.6132348278551296 -1.1168822230904958 -2.3667288504262913 +1.937316882329034 -3.7188495781213584 -2.274279524860286 +1.8123013868579896 -0.31866559736000155 -5.480835907467701 +1.8756343364035062 -3.270617390709274 -2.941480872138745 +2.119865566284942 -2.5410764780624966 -2.1455108270648307 +-0.9767812536153119 1.7415058552125144 -3.8747170649499085 +1.6597768712675725 -3.688224690499538 -2.795070531881482 +-2.1955335206267357 1.9317031486564822 -1.6264766743082375 +0.9944717079596362 -3.303305381423056 -2.03123093783523 +2.7391693187660424 -1.8292439267764695 -2.75149551128831 +0.21116302264840947 -1.7655703137009668 -0.8892532816019657 +1.1715572959821752 -1.5611259843213139 -3.334257502460379 +-1.7639089246766557 -1.0281104338017322 0.5624246533512989 +3.9273759991029245 -3.3863217630235494 -5.3406119761479705 +-1.6351294983797668 0.9090901640609534 -0.7801376649563094 +-1.7799741081697389 -1.9528243773329566 0.9931442876921053 +-1.1802587973164822 0.7517861626946498 -1.96902422460038 +3.0696789693332476 -3.021098672118211 -4.510414033628301 +-1.9577221137725955 1.5960708181731527 -2.5389986024911324 +1.9037540655757001 -2.882388095875283 -2.0172416665596247 +-0.8627285412862368 -1.770139371658471 0.6349969698174771 +1.3449714386211193 -2.534999764666374 -1.971980876110899 +-1.3544869641704258 -1.2693038375776402 0.9875038328048238 +1.3998200603768594 -1.5651864294552065 -2.687039009245953 +2.187486580629273 -3.4174584681778315 -2.257087072511133 +-1.6578223363565154 0.8868263830698733 -1.9249285585276628 +0.8656433449591158 -2.8026331093585695 -1.101572097844154 +1.4902629972729988 -3.8138987835708997 -1.8484140699422267 +-0.9322604772761154 -3.689638849625308 1.686121450656988 +-0.6175636954107003 1.534743941754518 -3.40304944441307 +0.05198206609386227 -2.302626219384412 0.722726428906602 +0.7281463503590497 -4.776448862723148 2.0006506294982507 +1.1227807179983258 -1.0297627257938669 -2.942191226764135 +-2.7754923130557505 1.9563210711241863 -0.2987960819208901 +1.5732650944530586 -2.0224669629852694 -3.6030758665200886 +-2.289383261188567 1.2804952582960056 -1.081239180133452 +1.1656760716610042 -3.1369850984176093 -0.06356242686909715 +0.22635874727750782 -3.8096718740345428 1.7992035260848191 +1.9732763070941144 -3.756900160363924 -1.7964544224248593 +-0.969070806331212 -1.2761240134962237 1.3654092734967318 +-0.9977293381435167 0.05130912139731786 -1.349774955941869 +1.235860122032562 -1.969761880011047 -3.3165855714444765 +1.7813619925573738 -1.5744168566802341 -3.1316059098846942 +-1.6776464088324454 -0.10754963460977751 0.5558804017185948 +0.903077077820176 -1.9994428178641397 -2.9850519112294234 +2.1933482422917128 -3.2042464285546375 -3.294794342254039 +3.0850052491316093 -3.2821698668611186 -3.106065320660619 +0.5361805853129498 -0.8063067595974955 -3.526275753226887 +-2.0124065260967394 -1.2308938470727935 0.9743710647113492 +-2.5908111582563857 1.4729318046456896 -0.47868893043171135 +1.8777849363410977 -0.9593847183654822 -4.008452692446236 +2.7314505223171013 -4.028295020246043 -2.854072962391245 +-2.420765463625675 0.8176476445304921 -0.10340674817368546 +1.2433313002513244 -1.2272820049697968 -2.0952807642545674 +1.154439210766257 -0.5419622476045967 -1.2711588208056543 +-0.8196794577552929 1.006503718889125 -0.7075647088310071 +-0.06303221251541326 -2.3811136914568483 1.2763946297537865 +-0.8749682504512699 1.36890413441369 -3.71303180680619 +1.2420759605710485 -1.9709751971778593 -2.771904847746351 +-0.7941754125749603 -1.8449297257495032 1.0196082055530324 +1.1697874616647512 -2.9973404237732084 -1.6853822769345101 +-2.2638840927196195 0.8052619878416756 -0.652537507574995 +1.9536124461382427 -2.8992420036190216 -3.580927613362324 +-0.7602804382374099 -5.19854037641907 2.1305715829549134 +-0.8927271144546888 -2.134931186768468 1.347781638633908 +1.2552884993883444 -2.6591224013746517 -0.7430292971573147 +-0.5356540952441474 -1.2956483416255242 -0.2720475578219099 +-1.2219269438042037 -1.349207023534479 0.8566889948385308 +0.35155157207007776 -2.3930342849169195 -0.46005094070901 +-0.11948358237569383 -0.15578375327092175 -1.439842631990143 +0.8608452224453399 -2.768032084402054 0.48403820227523137 +-1.9386242221820391 -0.8243001681347941 0.7831957079870956 +-1.790426220225122 -2.0558960115604017 1.7688975309423653 +1.7424603881314737 -3.118828687688866 -3.004384864813084 +-1.2629056093017679 -0.9142769123723182 0.9520716678233857 +1.3076214872991132 -3.2545355901728996 -0.9180007556331854 +1.848007771528336 -2.8939885229902096 -4.204459132083132 +1.4326443283050165 -2.955101259675322 -0.6550871545944683 +1.7159713850187388 -3.7445714450286713 -1.7889376397884869 +-2.2245919788046677 0.4755059596988052 -0.04903108873483675 +0.4764865801233119 -0.29035334747888714 -3.899241001110049 +-2.1858623789450173 0.48935745096158684 -1.1280772130128485 +1.9506925927630314 -4.40222208160901 -3.050405902416329 +0.4542645936844489 0.7218635802517495 -4.002569283373443 +1.1631402019578623 -2.5235096706661637 -2.247276208854476 +1.4201062858089653 -2.819347880876643 -1.232753480628505 +-1.0526148379306441 -2.397456084400983 2.376225447561762 +-0.7716790436405393 -5.323566079991348 2.24734611688918 +-1.084904932756453 1.1795593401919975 -2.622588273407461 +-1.1035184018760473 -0.061474376597056735 -1.9342228238207138 +-1.1914221804279905 -0.5638860447473251 0.27527286019338837 +2.035075489114615 -3.9894142075474788 -0.5622417680424794 +2.4829288904422024 -2.094415495178843 -4.714256289268941 +-1.9461581055659452 -0.2511204862278965 0.8516593155303761 +-0.6134721306903763 0.7362550401064496 -2.250800659945716 +-0.9894470019510692 -2.230037825002282 1.3100621384966975 +1.5987371500639744 -2.7287375119666653 -1.9729047806055644 +0.29249092653377995 -1.63297104651654 -0.03670328842725533 +1.0641466489162532 0.37865521884009307 -4.724512728892588 +3.072896733109942 -2.968562465403741 -3.0990352808323394 +1.5211262807788168 -2.3424149934917433 -3.031732430102735 +-1.0866691542328137 -1.6385196924892966 0.9251441351867115 +1.0268796428619673 -2.145932657679285 -2.4230491664536613 +-0.8388821259741214 1.9036157406011232 -3.942217258746752 +2.269676657759088 -2.9568690806741973 -2.4422377784318647 +-0.4639785033370924 -0.9825140339975549 -1.7566444126480771 +2.4237621170233212 -1.8402960957269827 -3.3852365609636728 +0.45926007249718276 1.4354505167448297 -5.673712288354558 +1.2638916070030324 -2.3757052197979993 -2.03320497960139 +-0.5424986588503277 0.9685115483161317 -2.6809382209188763 +1.3436490767813132 -1.6941036993898504 -3.207181807569008 +-2.151576033474231 1.3092983042072326 -1.6877619426481445 +2.809733668380872 -4.722754528633179 -2.339968608389891 +1.9628340934483692 -2.6111011399267285 -2.4012901509389146 +-0.8999041668204573 1.0904149045846485 -3.336988839844996 +2.6232058712415154 -3.0662824797343253 -3.4323764325481543 +-1.659437538408561 1.5996230058211496 -1.8935708811773369 +0.8297801650432133 -1.5229144023201144 -2.3227658224201027 +1.3158767826433138 -2.0457760847173954 -0.9744923980837863 +-1.4798627819981973 -1.6975489282272676 1.5205576458120877 +-0.40370695301638276 -2.600280029680816 1.7481227742638523 +0.2132427908779932 -0.7837971017351919 -2.3989572903663747 +1.1322485757696295 -3.058987273800204 -1.899141466937215 +0.8386548888493001 -2.1208237350781407 -3.096244342532412 +2.5381127201711395 -2.613839122786401 -3.878770209416639 +-0.04307483144907691 -0.5920618496685597 -1.862561652889583 +-0.991424022058966 1.0595279374677613 -3.22466904547515 +0.1823674868626634 -2.8548133642086406 -0.12268258615528384 +0.2037221030435296 -1.8192507740166268 -2.1376888188747034 +0.9466684791248213 -2.099017199134102 -2.1170757985555073 +-1.0243894241774185 -0.254427548294694 -0.4485230616878264 +-0.7540613824369454 0.6375224167398932 -2.491197062407428 +0.8862344449990336 0.8617051071136657 -5.060652856582871 +0.3706223991395372 -1.954151987012647 -2.2427224799441507 +-1.0843038953695165 -2.3999591148970634 0.7968706979819962 +2.1794723846203654 -3.4572783591464633 -0.9421534010899337 +2.2079483723726927 -2.4325644287653647 -4.067316226367071 +-1.8746159497944488 0.24571818889717056 -0.3474937922709606 +2.040170946073528 -4.697034177431361 -1.4323740532017317 +-1.5397586481122856 -2.1227662569256687 2.490197315753202 +-0.5453951853077611 -2.4899906680115973 0.6357110624333704 +1.8888986086399104 -3.830578901360898 -2.883253596222786 +0.458985480851779 -2.7825637285943374 0.48273440896653974 +-1.339862891882035 1.549397769329823 -2.3339613928903944 +1.1433946344385115 -0.5235837847570952 -4.1744315777781775 +3.1138618681643315 -4.829261869437659 -3.581910544542712 +3.3280611009465733 -4.808537870055398 -2.7746185411900233 +2.3982227257948083 -4.559641770386974 -0.2397651153731004 +-1.1588397510315276 1.5267774842190411 -2.351834028149809 +-1.8086428108208976 1.8053330283293152 -1.3471443090069264 +1.3377315648119552 -1.0039530566291828 -3.2120680585814965 +2.0967524987080046 -3.1473659523054196 -2.744757573469893 +-2.0140358534453457 0.6842452895318072 -0.4842724866762669 +1.4313945346928225 -0.9341108084615828 -2.792611351995943 +0.6226023144614453 -1.9821907505806642 -1.9737280531276609 +-0.020776659593927188 -2.2302462828649188 -0.17758523473680327 +1.5419896579435521 -3.827369396660504 0.17222021893199696 +0.544307921581565 -2.020653379141825 -2.2887095602777268 +1.8761066244884126 -2.1648705862705264 -2.4647186129674488 +-0.6278589141953936 -3.4588846535437803 0.8005283891932781 +0.28317803181344225 -1.2021459603661238 -1.9283830173358785 +2.274349358578653 -3.1677549138422827 -1.9709510329173943 +0.1860104189520717 -2.5162832166766456 0.5517047342937166 +1.9822104585100806 -2.496109775710457 -2.690681891041185 +0.7159878665326185 -1.86431318664034 -1.770816099250666 +1.8564059357996832 -3.0238740915410793 -1.6844032005344236 +-0.7424752349008183 -0.4755732129953102 -0.6389995832016059 +2.7386983598512207 -2.3737987715825453 -3.894510887904002 +-1.4027998347048938 -1.9898561325461879 0.1125888197567172 +2.97190665817146 -3.261584556268813 -2.762760010758795 +0.11866908506330436 -3.6315292856789525 1.2207474426382667 +-0.9791321108391705 1.5738567488915698 -3.130437307996263 +1.2477173346458388 -4.173195927439781 -1.0336320103715047 +-1.1364340719982617 1.5873752782679842 -3.1792485923997975 +-0.7651481826909075 -3.4851965805279654 1.782903217487728 +2.665361979893542 -3.6640390519991426 -1.7917215742088244 +3.0920595367305004 -3.6628642440649086 -3.8420952854855024 +1.7510416832508662 -4.746137958101673 -1.2658603463600224 +0.7683981540006639 -1.3108273688314256 -1.8169031755361609 +1.7795376394931266 -3.583996476401135 -1.324483252226748 +0.9214956644300825 -1.7714906091693177 -2.7970032668860827 +-0.3996609504058116 -2.6576780896179524 0.676451497735086 +-0.9792877349112773 1.1868026638146625 -2.707624590405472 +2.168442083677368 -4.249819341776465 -1.2885689362197676 +-0.8110442246820857 -0.597772411758584 -0.43950205640914214 +1.149978557279934 -0.825892733271973 -3.564037484978289 +-1.7241399025778952 -2.1120300980280216 1.853136730549824 +-1.5526405821066385 -1.41193767037595 1.4845156781382476 +-1.7368324637627577 -1.5319413547923124 1.134069649703442 +2.713387599976563 -3.092022267695824 -5.367150083268125 +0.6167544642674055 -1.2511147384099244 -1.9855035354535104 +1.2899079420404513 -3.1647362431438957 -0.702494473123369 +1.191164940736685 -3.4972752946908394 -2.492231135054904 +1.6867883036418245 -2.537741969791115 -2.2470365024762375 +-1.4335310557794159 -1.5055265808104592 0.9755124859198392 +0.13344760830378666 -0.7620166378655591 0.33679986730908473 +-0.8398588194016564 1.4357391045903976 -3.701865413403691 +-0.34198954240459073 0.8027590395951172 -3.171438917609905 +-1.8938163809832362 1.4515176745789793 -0.9247812418590968 +2.0087174943660475 -1.7311214465786144 -3.5962580985879846 +-2.1548043644953805 0.1569109184860492 -0.3604734847899943 +1.8368502420054236 -2.6150293748980475 -2.5600997220017856 +2.8753755913910513 -2.808112949266372 -4.396229503356702 +1.6585397293444504 -3.4310508095103107 -3.508604385320397 +2.9073497246266395 -3.3607266843767545 -2.0218089956251295 +-1.5279734246047008 1.9064260445499592 -2.3717079245833808 +0.7034834863624729 -2.1859827584680676 -1.815099440738647 +0.6408920136086643 -1.9053052007810032 -1.3915213622084877 +-1.0395843059379912 -2.556473354590062 1.7066219629261996 +1.9536297566176821 -2.0124293684668055 -3.27145000946469 +1.6914308604496173 -4.347316021269828 -2.8338538855195012 +0.006694386961218823 -2.590862418693842 -0.37401757077289294 +-2.177932834140088 1.0452674366885664 -1.3651843424468266 +3.366426686732723 -4.226997019150337 -3.372192722317543 +1.477311422242715 -2.146499978866715 -1.9135176013719613 +-1.5776981477106824 1.217205079379812 -0.9712224121731339 +-0.969070806331212 -1.2761240134962237 1.3654092734967318 +-0.41969333431831407 -2.564216645849232 1.4469445579838394 +0.7354530758888754 -3.1610681108915335 0.32342372190691254 +1.529134707773167 -1.5795652499167658 -3.136085871316414 +-1.4613336119351776 1.4108354272741055 -2.2263650591376534 +2.1739582572713374 -3.815346391486384 -1.6896454334146318 +-1.1766608359434594 -1.535119230874128 1.3535467199475129 +-0.7324937609046531 -0.45241625746715014 -0.11036429348126972 +-1.4821138172104649 -1.1473768656661179 0.8244964061153757 +-0.11311479030980316 0.841883151243525 -3.7461264742035754 +-1.265850961377072 0.7321872456918799 -1.0654149894396547 +-1.2693712939103328 0.5784050967264265 -2.9846192472484803 +-0.7202918618092953 0.42650966129961115 -1.2791013035930716 +1.258293356639023 -1.4770284052485925 -3.850687701974936 +0.839837600419711 -2.3844028163612316 -2.384421445010702 +-0.17535012379694276 -1.1043608502749744 -1.376352011787424 +0.3166397841849223 -0.18259028814634323 -1.459878138185637 +-1.735415340096829 0.8252022177105762 -0.5392776849697338 +-1.0169822353003188 -2.3932509238376216 1.5873261717935896 +-0.4469053029282354 0.2685704386420529 -1.4268252271967865 +2.7417351892360657 -4.362078875758376 -2.675008202897439 +2.1052841272481353 -4.556764407182355 -1.2195015434306375 +-2.509988305440541 1.1433419517830177 -0.5549191563466135 +0.12355833246934178 -2.406526590973887 -1.5555933867185827 +1.741679939931008 -2.1961340405008167 -3.149614741827227 +1.6834550616570216 -4.389839572401726 -0.4347978166420724 +-0.2812721876991146 -3.4015768892780582 1.5273811116469065 +-0.2808602758924047 -2.1284384329503347 0.8418598115113742 +1.587106991320177 -1.0438581457149096 -2.8726249743204395 +1.7171512374929931 -3.2720770982514527 -2.0395210787253695 +-0.9451527243877474 -0.5831572138051392 -0.005055446422774803 +1.9130163371291475 -2.029408071154344 -2.9862829931325474 +-1.374423704015686 1.4740016269601603 -3.016884157953485 +-1.0768772228529062 -1.8324487854791012 0.9789309567119653 +-0.9751300612034436 -2.9613401286842675 1.787222451089394 +-1.7683953640022807 1.3305650367954038 -1.4642794924359623 +-0.7310386901344014 -2.8149540952400915 1.5560386983891976 +1.7535573428306952 -2.49105639667415 -2.695588819395767 +-0.881515546803531 -2.8403622877501014 1.8526020626958632 +-0.5345395107514013 -1.7534293385665318 0.39623432888070687 +1.3176597046595733 -2.335767693860278 -1.1289117753403162 +0.7069476123024487 -0.27275486524021336 -2.170572313414139 +0.24108800374696454 -1.9160279075028794 -1.684234484022344 +-0.5587750480627351 -3.0257853078225145 0.3376055960642245 +0.6113458587202768 -3.79410095781123 0.6818560781461531 +-2.890752449478418 0.6768936454772114 -0.08443645144373688 +-0.11216561840710841 -3.2551578148412874 0.34395144480209017 +0.23787726110512447 -1.4306157442355691 -2.022686062341522 +-0.4069410381059811 -2.1745559337406157 1.6991266932214415 +-0.17433243998692044 -1.1768106084543828 -0.8321359362408949 +-1.525814657521009 -0.9060640681087884 1.5939390298818088 +1.8418373061521787 -2.465612966525848 -2.2105201982051805 +-2.2421843988520154 2.9566475175347433 -2.372910816720411 +-1.115020779738037 1.652675468353163 -3.149758572012248 +-0.7681152826308234 0.7682384322174385 -2.9399922772601452 +-0.8340859807460081 1.2285988332494124 -3.392217677192049 +-0.24411249304897686 -3.47956506215421 0.6884141125838945 +3.2078260998018586 -3.273975880799436 -4.710671880076161 +-2.124624100209386 0.06650485502031411 -0.2639476306857038 +1.4369937787480989 -1.9593514195167554 -2.7518816597389897 +-1.735604466133385 0.2928054028073475 0.6800974192009416 +-1.7808562366671108 -1.061193049750797 0.38430133620233814 +-1.4004421051548916 1.0458986644526005 -0.8827313512777581 +2.544855742895542 -4.570953989073633 -1.690347769840183 +-0.47747150846369385 1.2288486370766774 -4.127049478084384 +2.1552107628651145 -3.035560056305866 -3.890333863201502 +-1.966065960493987 1.305332264104908 -2.2981864520908326 +-2.464287380009826 0.39559389254377814 0.0833661094088551 +-1.0483796271876773 -1.3646919174506147 1.0982828244127956 +1.86479862006672 -3.0408313859220253 -3.1704049739281484 +-1.6403168477866654 -2.267762659901629 1.2224462663753028 +2.121847042570469 -3.2704777674660748 -1.9004822602053877 +0.7769295952542783 -1.5228500064677464 -1.6684076675247899 +-1.1503850714383672 0.7752977500860578 -1.2316249501684913 +-1.569355173823099 0.7210907883780104 -1.8283814678979928 +-0.9878065619087276 -2.3806001035312603 2.0884312432216046 +-1.4909667121896932 -0.2798725999158222 -0.0536285038202205 +-0.4160256196808286 -1.4807074624240546 -1.1505794639053049 +2.6840071277463196 -4.130094932982263 -2.937337377097692 +0.21609998548817883 -1.3897398452833312 -1.70918315144478 +2.616809178001791 -2.3437008066718055 -3.0576053457757557 +-1.830595556252252 -0.9723552289586064 0.8950729674906531 +-0.9807973289441384 1.0663624817966315 -2.0961519629519074 +-0.6088477979281169 -1.0701260439906382 -0.7223270829233056 +-1.2958119295996497 1.267493114991496 -2.0617778472094463 +0.9799666422320844 -2.0297075266145383 -1.0691751069759674 +0.9301515212793436 -1.6187514373155223 -2.73996092228988 +-1.089140584501451 -1.3547654360252401 1.0344704936063165 +-2.463183465560724 2.29698052688305 -0.9897569117447135 +2.0635958024445173 -2.7720004165774403 -2.327151986426107 +-1.7310312630111706 -3.005485178921408 1.5144096092744317 +-2.1658992669997144 1.2611550046336597 -1.4954569454190858 +-1.8904459729924976 2.000936339286693 -2.3210382902197826 +-2.150766080258502 2.55134558552444 -2.004355362063822 +-1.363520063029269 -2.1868362545994624 2.465765134303505 +0.6876304640354437 -2.617533143069412 -0.004188519605541268 +1.6743986202305485 -2.5317088704804642 -2.1525216864773813 +1.5846699533437794 -2.6266086700083178 -2.5833854176624538 +-2.0156209017521185 1.3031116319524167 -1.9363546673331482 +-0.9631266100934656 -2.228841239928236 1.386168090786917 +-0.8388821259741214 1.9036157406011232 -3.942217258746752 +0.2899734360354136 -3.3835773694695086 -1.0730592868594941 +1.5690776796052082 -2.425827215518178 -2.9868355140569323 +2.3642700827992513 -4.364914453450291 -2.9311135818117173 +1.5129606687688406 -3.1966523318602516 -1.5290057202560066 +-1.408059367344941 2.020567328906197 -2.8379250647072043 +-0.6356547050031117 -2.0858310707731857 0.6264567888679097 +0.15704215255370935 -2.998157834403094 0.13936921565034488 +-1.0066619803939332 -1.9801911913755303 1.0172956591527065 +1.3357946652079506 -1.219751144614955 -3.518904457150181 +-1.3940790346908298 -2.702556583069267 2.1067885149894536 +-0.8253378082469733 -2.3653604740414456 1.221841266036934 +2.3872288662024825 -2.5080599601133233 -2.4733297569928263 +1.1636552142462997 1.569641690753158 -5.715709504208344 +-2.343359458589876 1.2079913450475137 -1.3985649010939272 +1.7184819923857997 -1.8482811135295902 -3.10070548188647 +0.020226873698096358 -0.08387440022661918 -2.466630432132839 +1.728856220117453 -2.833318675192647 -2.971726718039317 +2.9258515638130493 -2.9535776918947265 -4.009119649126194 +1.0508833466077856 -1.85911272322201 -1.5562512944982752 +0.7032060580436512 -2.5425316580637833 -1.0142771769129864 +2.653793168770436 -3.6830626137101996 -4.283916563929849 +-1.408059367344941 2.020567328906197 -2.8379250647072043 +-1.015977793870753 1.6921290451337438 -3.8139522969384956 +-2.414453354724661 0.7022974218346552 -0.14923453685788957 +1.4293669871951986 -3.016078737637417 -3.0221776471793453 +-0.4344950826682161 0.4715405026089236 -4.919231220569747 +2.1922942347517713 -3.731649083075376 -3.199269077006967 +0.9132063749306212 -1.3828364314219337 -2.478974686285391 +2.6796645460060438 -4.05416429771745 -3.353343280020821 +-0.038094809389122755 -2.900158196028138 1.3935796418744932 +0.9356791931059131 -2.927924160938329 -1.1733878313333832 +-0.5665747960184142 -0.970349556500228 -0.5297700590604609 +-0.8381582797860142 -1.3332834549872181 0.6996703998325066 +-1.6254172684312782 1.026894513673497 -0.48578598641643334 +2.564703751306163 -3.2808004924122525 -2.2642985719465414 +-1.57745958914368 1.4922175354187075 -3.078096582428972 +-1.0494009379865412 -0.04421392877170505 -0.9545136724028461 +-0.024354096930540012 0.6685683410742602 -3.9364562567281265 +-1.2204332439666745 0.5318916740937325 -1.9350477530370274 +-1.5134491562438814 -1.582661332095334 1.6520769858038973 +-2.213064276825501 -1.2010129421378282 1.007971691040079 +-1.1710226620288882 0.8549979941060255 -3.440287557560435 +-0.21724728868637516 -3.855052956722667 1.0133065939612986 +-0.4437885881374014 -3.5751343536167157 1.1047872643369487 +3.1739087908684933 -3.7473394061371503 -3.811942715549963 +-1.0517489154659636 -2.9202789837372873 0.8989066945228121 +2.073300347333075 -2.5386348545957405 -2.6691821252318717 +2.642275933609068 -2.979646557825799 -2.9299397722575344 +-1.2640493493561928 1.1062355489930007 -1.7006363256934847 +-2.3406791268295617 -0.11576588587905634 0.45489680758941203 +2.467822372872937 -4.408991060943829 -2.44243394074569 +-1.2387213777472081 -1.499847665413176 1.404103203251292 +-1.2621277178451102 1.2358785721930319 -3.4841414632308663 +-0.7833617168120688 0.7991917367794361 -2.9945319862679356 +-1.6931460211348077 1.7719311953606982 -2.118628513366804 +1.0959962474150569 -0.838895183855765 -4.022500568547809 +-1.4162126785768925 -1.365393486581365 1.4526192962724878 +-1.1312298860754266 0.6660716866740024 -2.8153017544416308 +-0.6225164888193956 -2.0276456349672523 1.9968958814050208 +-2.2074439392986647 1.0685455948569342 -1.149561210802497 +0.07989595756780211 -1.0206127007659447 -2.472259880962756 +2.8167276160877863 -2.6620653517464734 -2.226525965508337 +0.42475193673990225 -0.8545198715516644 -1.9184511917584737 +2.9155138698003875 -3.9287234900796686 -3.3249418526053063 +-0.6300653045315706 -2.877794878285934 1.4779962159658464 +-2.0004058354974497 0.656760113976721 -0.29982948939109844 +-2.719512497135494 1.4890506423970797 -1.44549344502285 +3.152815961150835 -4.622134067654199 -1.7439619380501574 +2.2016701314507188 -1.7707339163988403 -2.748771316468204 +1.681308344150953 -3.245582749029124 -1.5857729983687796 +1.2805199453807552 -3.4799073047661433 0.48816643624537653 +-1.157830475150187 -1.0874539840658761 -1.702425469327792 +-0.03431160853869175 -2.642816816606912 0.5115864826026821 +-1.6899649056213526 1.354263767486532 -0.5622042772045694 +1.5241843807290856 -2.620571640640926 -1.028457407654654 +-1.0010893202271864 0.9548570665690872 -1.848657597956807 +-0.34081916636170173 -0.9833113569600436 -0.43691386402104015 +1.361813411298878 -1.8448925640195677 -2.099828303089027 +-0.37281205937650497 -3.4534739704416872 1.9337779639998982 +1.2498258874946133 -2.720591084876465 -3.480049628566869 +-0.1411393563466825 -3.930620764980061 1.1628943328476289 +-0.8709167566772272 0.028122941067722174 -2.675775463506684 +-1.7163576373668537 0.7372623540856682 -0.7475052465602041 +-0.03200936624007776 0.5882763873697965 -3.503231131960625 +1.7754233996932574 -1.9501933079114169 -2.684994716041229 +2.1049745245199687 -3.349554057593242 -2.837323946806026 +-1.3803487582509781 1.2077433184979727 -2.880243217103821 +2.078561208593801 -3.6670412841569475 -2.2057869093132423 +1.7270356704139327 -3.4393003461797877 -2.1801522041830106 +-0.8951800733747426 -2.225725327770849 1.378964105346573 +2.3526463352263853 -2.207613414706655 -3.891770988659136 +0.7159878665326185 -1.86431318664034 -1.770816099250666 +-0.964102627217264 -2.557824420369088 1.4170333586783033 +1.0875449485423674 -3.301161168920164 -2.423009244874473 +0.8437217339785804 -0.22402030108900073 -2.79787847549682 +-0.62644000209361 -1.5930833660738437 1.2749939784628566 +2.5368840865226048 -4.167603744884658 -2.0248948056003897 +-1.4798627819981973 -1.6975489282272676 1.5205576458120877 +-0.7162435910919821 0.3359373575168199 -0.7004432936536656 +1.1134258308311513 -3.9322432210536156 -0.3685198953054404 +-1.407302432820627 0.8103056601459959 -2.0489982776002926 +0.645769016268208 -3.0154793454671633 -0.8198739446128622 +1.0953026680689455 -3.276084031087792 -1.9377060993722905 +0.5593365550362899 -1.2443816220773296 -0.7049491815814531 +2.8631484138641845 -1.4718921815891803 -5.3603884887088356 +0.15853697699708258 -2.389816374575076 -0.46457042509531254 +0.6906908227155929 -3.408403372865995 -1.3980085487800868 +-2.717853616588078 0.86716164029111 0.22805090784135687 +-0.9247248238158995 1.371607552297488 -2.793284479683533 +-1.5411057386462823 -2.007901521708233 1.483805065191924 +1.535492746432444 -3.2742356324137867 -3.3481083388577293 +-1.0729635863909226 -2.7675787194339145 1.915215461440231 +-0.5534943852456282 0.8507363638192624 -2.396838774695853 +-0.35156329409693604 0.25577842395358735 -1.6465394267958382 +0.5072628282665219 -0.7561069899352144 -2.5174516880928914 +1.657696357151309 -2.1835207637650837 -3.0125903014233573 +-1.6711680932082513 -1.688810731201351 0.6714765457438931 +1.8961544827538535 -3.5334818027357677 -1.8851742709533457 +-1.4012639635299304 0.6230674280246655 -1.9098267906342057 +-0.2523836486179995 -3.6961926988242952 3.2457987798512233 +-0.8701256521139193 -1.507743373870634 0.7292456514603346 +0.9980012668186539 -2.100004200533047 -2.4926398727298236 +0.038020592428215066 0.32992094106908226 -3.6611784441331787 +1.5038683911160475 -2.3938310607178117 -3.2207736100848607 +-1.3600049811082862 1.2997698483553917 -1.3431830460369738 +-0.3749494156853116 0.8163673258428155 -4.818220456238897 +1.4731955896620395 -1.2191559668104037 -3.353298411055391 +1.7528732574491837 -1.4710490061129435 -3.3234995990108183 +0.9119597332170268 -1.9383710645185128 -2.1066577673106046 +0.7017529322091147 -2.876234495351134 0.005528969212579973 +-1.0744240329160806 0.950583262519163 -1.7977720026762225 +0.29105615712481675 -3.877412977759774 0.8491001972066895 +1.9194315448362396 -2.910906753761925 -2.3449091648671136 +1.9430902000220214 -1.0957315051920913 -3.622935610238933 +1.8061596929783716 -0.811405957478571 -4.8419586372371 +1.087337005121089 -1.3125178587396404 -3.428624851283042 +1.5425370444374014 -2.9251302966976476 -2.36076080634605 +-1.4027998347048938 -1.9898561325461879 0.1125888197567172 +3.005481484244944 -1.4194273157133106 -5.5647428779126455 +2.315937712145743 -2.2827767671571157 -3.1576452752705952 +-1.456661962954423 -0.8572780532214626 0.7900047501061745 +2.314276701144053 -1.9518249001366337 -4.46768005776296 +-1.0020797358329974 -1.5649490501386052 0.6875453582164486 +-0.4936649757682255 -4.1307113427835525 2.0188672241690675 +1.0847042318452382 -2.6594052973797235 -1.3304198623151926 +0.6608214063959538 -2.1249696093607695 0.0732122487829699 +-2.099076281950984 0.33546574140645774 -1.1479702091522388 +-1.1097177998728398 1.9387797301304197 -3.7715661975589594 +-0.7710164794119695 0.7822131587888255 -2.5652373504719383 +0.6373028178907729 -2.719755684836915 0.10513581242984928 +1.3686715582819249 -1.2772857698188065 -2.0033336205826253 +-2.1657515230722058 0.29801104850694643 -0.7406188793725785 +-0.8766092060732941 -0.4123500390021312 0.5174574518845874 +1.7091286637867151 -2.0518161412384393 -3.3160264230168424 +1.2883572224823228 -0.9326728389751786 -3.2424941048289058 +-1.0812110191697186 1.5579583922840892 -3.366373712164647 +1.144882627680625 -2.3283495381745163 -1.1116033631547622 +-1.1412505042740284 1.1308030171040877 -1.8040076160464806 +-1.8580638259809403 -1.5278286359576105 1.748330974804377 +-1.046179859212149 0.10624195197609809 -2.0736975824997668 +0.5348503231522513 -2.3885787355062758 -0.8113940184568387 +-0.0523235562852182 -0.7476494566567444 -2.2546045610941468 +-0.6685155479448743 1.2561904416868064 -3.461761258692882 +2.5848733053086965 -3.3085629935476035 -4.113667695270754 +1.6313725168928295 -2.046071725318482 -3.0044496188827323 +-0.6428086200265547 -2.652351537209139 1.0358849764797442 +-0.8888473041772775 -2.209151319329982 1.443500591770608 +2.4898174371926145 -2.7662533685930986 -3.7786783017680023 +3.2617685076905123 -4.3076172309408856 -2.4377022120629794 +0.8161707787203788 -0.815528747983769 -3.0591123503606856 +0.9111303614551224 -1.3765674163505024 -2.484093336378427 +0.3942918355401338 0.7762563535101876 -3.3564863249171246 +-0.35201213516927354 0.9994980535790912 -3.3580139618785974 +-0.8585856450439474 1.0522083876138342 -3.4702427596844845 +2.163969145120916 -4.553310078620309 -2.2708318792403124 +-1.9556514532146243 1.8822277672103083 -1.5423944189014545 +-1.5462826625035626 1.9418825352324618 -3.602515451083005 +0.3613543141706029 -1.1202128914774772 -0.9932065069954128 +0.3058903472568689 -1.5788317246300716 -2.378032239080684 +-2.577105346614458 0.043366137629728185 0.8740846060175638 +2.1250168867978045 -2.831966884180621 -2.193950000050734 +-1.5683255897234067 1.4583929433294116 -2.875817960221029 +-1.9753545383509379 1.497590934757573 -1.8627884095877587 +2.530421605520892 -2.5135565602117316 -2.649473802729433 +-0.7794594057213455 -2.3279989893558604 2.427254007373898 +0.9594054968929661 -1.831696023069414 -1.9706917317024804 +0.01764346969514844 -1.267458662151509 -0.5339739074642814 +-0.9884762936923114 1.6233630812202706 -1.680012939302896 +-0.7466040806543677 -3.550456301113231 2.268437001566821 +0.5114561760735887 -2.1260144152145237 -0.4890840099008473 +-0.39775870635275784 -3.4032562374932374 1.7034401502206389 +2.8120945134444417 -3.6833564908090386 -2.922459121228536 +-1.018611829447257 0.3280583123788046 -0.7450849092666356 +1.5389177006132497 -1.5933974243831313 -3.462415707297893 +1.7281970675452383 -1.9009069227709092 -3.915796766289241 +-0.45471367245021316 0.7678788337292337 -4.4140181327762065 +1.2910629414907069 -1.9942344307680875 -2.206412557572083 +3.365235708793276 -3.632697178352247 -3.3124418728297154 +1.6270068723167015 -2.631032319848683 -3.4739120942046693 +1.6661644024033957 -0.9489787913168284 -3.9627144920683777 +1.007190017929348 -0.9633139766160932 -3.5234929548582476 +1.093959580960102 -0.9268520141461494 -2.0948369578932806 +-0.4421487580147377 -2.6992629226321343 -0.06517995469362485 +-1.1316838301124943 0.7389922444481742 -1.9713221245856365 +-1.6272565344124295 -2.516375234721009 0.6192712109064237 +-0.11884276231608572 0.48159294894254895 -4.51819663868272 +-0.2526534781615017 0.40266933922591913 -2.452601251286776 +-1.0400481551760092 0.20688310233758134 -1.8768488370011651 +-0.7311182837481569 -3.273379716468614 2.166149766438153 +-2.0746160859868517 1.4517913603404253 -1.9257401379229855 +1.9674264567716995 -2.424181518460924 -3.3725862763363303 +-1.553162286711233 0.27123807188249033 -1.6236407349275028 +-1.6890199519770015 -2.3244595832488892 1.7769278554886154 +2.2173357531486335 -3.336109241907306 -2.0799073974046727 +1.1007023026480964 -0.6483662784349837 -2.5209353215467836 +0.920472626126296 -1.3587120051997599 -3.027059653817019 +0.5439570947573447 -0.7076563809381584 -3.901006134476521 +1.856573416401792 -2.0770378333635406 -3.4149659192180155 +1.2065536302113533 -0.9165051269742357 -2.6786248964856822 +-2.269687121604571 1.6094269665225214 -1.4862439497490514 +-1.2530873640107312 0.48594822532001575 -0.9191520135476465 +-2.0698098947367853 -1.3819809608669822 0.5295185702340482 +-0.4607460641637225 -1.6479815174039427 0.3549502316041113 +0.18632557628448843 -1.1485655314410224 -3.2489927277422317 +-1.3567565142356208 -0.7935899551277672 1.3352396915291498 +1.7814474002198515 -2.569135079046139 -2.553968277302345 +-0.05815852849097407 -1.89210214459418 -1.1204015268755496 +-0.8861881763195972 0.29616667976275884 -1.0982405170076786 +-2.2320135913576555 0.9125666717474852 -0.8423985608389776 +-1.269920830622469 0.7319456982645132 -1.5734698011413013 +-1.3825432712640415 -1.7942254958995811 1.7429138779844342 +-0.9247569293355524 -2.56296049523811 1.609865849663715 +2.1173484071907582 -3.3506889302976197 -2.0161454308392517 +-0.0912744320084481 -2.5659580893214806 -1.2354308092441268 +2.2151233508820103 -3.6816745131431654 -0.6237299709139109 +-0.6402536455564417 -2.1145354905471967 1.2179876175887632 +2.389891204888373 -2.4114713425731087 -3.6135922316467046 +2.498286493250496 -3.3457113053114766 -1.9367348934454245 +-0.9926138152864298 -2.0490619703004085 1.6717033081789119 +-0.0175283163422357 -2.6991517564717875 1.126443725898947 +1.6031453457439309 -2.7349604413458133 -3.235480460538686 +-0.6685155479448743 1.2561904416868064 -3.461761258692882 +-1.6831775637675068 0.7248222894698677 -1.3922717301438896 +-1.4321886086285727 -3.131228527614151 1.5616627602602726 +-2.413661447100002 1.065096293194983 -0.21474368096167806 +2.238249321236806 -2.27162594143366 -3.7503415610515916 +-2.2839180112352913 1.023438326417336 -0.7692658894052679 +2.392149753241192 -3.739248906419214 -2.5843627264617295 +-0.09362764065521494 -3.91053315612311 1.2835092528507748 +-0.4054524350766873 -2.64572540454233 1.3057133342604903 +-0.5556463813310814 -1.9737387561721296 1.277673468748703 +1.0578533690927556 -0.21649686121723888 -4.075105853443924 +-0.991424022058966 1.0595279374677613 -3.22466904547515 +-1.1092480156263542 -0.6886530205613254 -0.7681857801250277 +-0.5121195296541278 1.2672019252948068 -3.0097379796446857 +-0.9519955406643203 1.1483993785184055 -2.7311703430072427 +-1.2182326639416132 -2.626980795362466 1.4121551812914985 +3.5683376347162805 -4.4144666888090995 -2.586130567359854 +2.159321589382204 -1.7239167253519259 -4.886279573709854 +-1.705779964642445 1.3787494270471383 -2.281344670288336 +-2.0236244440054185 1.3098325782326286 -1.4287096901078171 +-1.08069094325372 -1.478910405875457 1.271507405918406 +-1.7217241816415902 0.8414541945732041 -2.0111947157843866 +-0.9247569293355524 -2.56296049523811 1.609865849663715 +-2.272132421674514 2.1221436321141254 -2.464401718667262 +2.17286880059145 -1.9258227657867888 -3.5729470731281916 +-1.4334993045765938 0.8003544337385371 -1.8519752600333999 +0.5266879490518886 -1.3031503308686834 -2.0223497051897237 +1.7134718735734293 -2.4645918053049716 -3.643580154925728 +-1.6017007905871992 1.1870540558135234 -3.1721548573496383 +0.8847571033399161 -3.0903358952476125 -1.4900280718573955 +-1.0086846109068583 -3.5296568764880982 1.3351623134614872 +-0.09770211111250517 -1.9657413240178503 1.5788857669733387 +3.322591033450516 -3.2141084503910444 -2.1884250037378723 +3.354400849162163 -4.271933861816116 -3.5924349730213216 +3.2805882409272216 -3.9649006028837 -2.737071323410402 +1.6052522242869467 -3.12720785024327 -0.7491726261215544 +-0.7535693090852295 -2.3679305596261577 0.7389778338675382 +-2.1137920328782718 0.8606825163688843 -0.31670134652557985 +-2.2527280059772337 1.4562090367929184 -2.059074573277084 +-0.33448167394342704 0.6562802198454769 -4.1069095265475095 +-0.9607332410772514 -2.43019227340616 1.7560413291973558 +2.1090850445431713 -2.073703912279225 -3.8643340973117897 +1.1306028214948722 -3.1499795557501544 -1.360649021408654 +-1.0203611707487583 0.9853620985230971 -3.4850784316615298 +1.0812348959800497 -0.7689594928783186 -3.82689380041151 +-0.8195246692150084 -3.317769091379224 0.8959447288752276 +1.9843606975871444 -3.123274464061135 -3.6776031441882804 +-1.7010571640442036 -2.5655026712439866 1.5815519857133908 +-1.4717300687422483 1.8021681134937981 -2.153256971177592 +1.2297104341151424 -4.2564232748505395 -0.6519733240095589 +-0.4923124222052549 -0.4007938966657271 -1.9324899769292454 +1.4807440406454084 -1.6712353778874893 -3.7882762892514887 +1.069454795569483 -0.7323152925531344 -3.6895472535278406 +1.4085167538932801 -1.5146366001563 -2.0485121227678156 +1.7780588219587774 -2.5532110306425513 -2.352351160505172 +-1.1106032170955138 0.02590548056538669 -0.7694710500119739 +1.3349130949027037 -2.634088909800128 -2.2485333877078015 +2.1837472134038265 -1.5792670313746666 -3.944810263038499 +-0.8480839443740872 -2.3412895481005824 1.9682834253708057 +-1.9621102280272265 2.1948647796137677 -0.782046479063628 +-1.3709754059605677 -1.5330121708531506 0.6162564715271129 +1.4109593683109816 -1.0363498811242378 -2.961187438203659 +2.7912458710499193 -2.548621271387945 -3.2020438647823726 +1.1684440607195645 -2.534079348094387 -1.7666562288006868 +0.5508833997895739 -1.4485587522752836 -2.9088205861909446 +1.0584484271900274 -0.04227550611340064 -4.951182379216959 +1.3732513413526966 -1.320564036864422 -2.6981841274739287 +0.22438671797244036 -2.880472143401908 1.7074493323013396 +-0.8433642314816374 1.3696501867945532 -3.648416954239991 +1.8893222812733532 -1.9852419574076976 -2.518148696586547 +-1.1677792414969497 0.9803628127319941 -2.510558683261697 +-0.3557843335036409 0.22903112838659595 -1.605226484594148 +2.527194641813228 -3.675425736005933 -3.8215653829828287 +-2.238580231224565 -0.4401730721558266 0.5648356555838996 +0.8162363994143863 -2.3644542440975167 -2.60293755181005 +0.8730076474642782 -1.8225889516226892 -2.1225088136350867 +-1.0447224955291121 -2.907152740158708 1.5164167986125725 +1.480133492721507 -2.5092421080199316 -2.635974373776336 +-2.200366111301006 -0.5394117304157535 0.7120369125515265 +-0.8307652605701827 -2.4151199892913198 1.1749103601009183 +2.523171109819345 -3.767332885889616 -1.909312979488548 +1.896837967328973 -2.0875803540801914 -2.527396645715694 +1.6518314399302112 -2.5907268009105464 -2.9067033707641587 +-0.9934431776258966 0.7566053657341028 -1.028243724647559 +1.8913472810465564 -0.8854039773127163 -3.748585863486085 +-0.6444092132832525 0.3065078224755085 -1.5896571350848465 +0.5204952872169863 -1.7392869520590046 -1.991719145121044 +0.2485083864615349 -2.030969215727699 -1.7307523001601888 +-0.9188489203106132 1.0133253222015652 -2.6731670365012095 +0.09400575281056911 -0.5248008852150174 -4.14723272687318 +2.2598458657883067 -3.050387048074081 -2.683215481891728 +-0.4695384949606593 0.2555919370002739 -2.3295346603238314 +-0.9926072585583977 -2.7327251530485093 1.8893975789631512 +-0.9574298111352877 1.9897271406705064 -3.6930466603792627 +-0.0610694754608334 -1.1275023510145863 -1.053691829462018 +1.5588512268767831 -3.336249477674161 -1.9872587825611627 +-1.4255611709706772 1.4090541706752544 -2.7925543456430426 +-1.430834470441336 -1.1083159510012792 0.6669407543858755 +0.26955780466242657 -2.3479137576515083 -1.0133806397767315 +-1.9908742277876819 1.1248324441680961 -0.27268334919626325 +0.1513503184137397 1.0993055259073117 -4.337610532883895 +1.5988026014567371 -0.7341162582668423 -4.430911857724431 +-1.3777087657348883 -0.7341910517166415 0.2640029236487324 +-0.13594914807013442 -2.42965194612426 0.8882630117522363 +-1.5681819092276341 0.2750247493585294 -0.23603460289388556 +2.4469833088295476 -2.9998913177947673 -2.63103521756012 +1.0999033318268008 -2.844984698755104 -1.4561900022314114 +-1.2446006213903567 1.7418897927842423 -2.946960997313211 +-2.2196625686985514 1.6668161227798322 -1.277157665316742 +0.6630963237939347 -2.1361345916860275 -1.2069810729416348 +-1.102037986132311 -3.4413965184207393 2.5713623907344867 +-0.11399903992032893 -0.5833441933427901 -1.523339220065661 +-1.405808079910312 -0.09087359064614864 0.304430389824736 +-1.8677057694828245 -0.1211652198960673 0.7797848533611437 +1.8247865525593379 -2.5487253243163264 -2.493355475478415 +-2.6977697344704223 1.8308059011019642 -0.8378216783913401 +3.1497210623785956 -4.137559725636453 -3.4466687071193247 +2.8534892893032393 -4.696386039106028 -3.4244103320931285 +2.338593966514687 -2.0148257272732195 -3.749919897866063 +-1.057696065466005 -1.5889760836628666 1.283208714551791 +-0.35941089186892194 -0.15827589997561115 -0.6059570436263059 +-1.6122699675836067 1.5103133465350065 -1.2647330634573837 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_notRegularizedBias b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_notRegularizedBias new file mode 100644 index 0000000..cc9a8bc --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVC_notRegularizedBias @@ -0,0 +1,1186 @@ +2.67339720778785 -2.6726160283143323 -3.9082886440907663 +-0.8936602197126169 -3.0325301352406413 1.2313979893581746 +-0.06302394875939597 -2.3813475624477567 1.2763937993922503 +1.6891200341336072 -1.5971025403924666 -3.5065866458360175 +2.1411474122436234 -2.3157524286004594 -3.038030182054132 +-1.8297950133890424 0.8675526296388023 -1.5269626490944834 +2.059476399863509 -3.9337182710855716 -1.846963310636882 +-1.800507605719119 -0.8363502499155482 1.5241571749620324 +0.46437482290270843 -0.5884218756658302 -2.60751665592246 +-0.7876542506099549 -0.1464232987876652 -1.5555028405396296 +-0.04857739855260483 -4.731388055663119 1.943027806889592 +1.71678174793755 -1.9728811224477247 -3.1830338140445438 +1.334411233297582 -2.783800653089994 -2.1040051011955763 +3.8283119793454197 -5.128207701382969 -3.96522409817136 +-1.2954177786569954 1.6488555810548648 -3.662761410295796 +3.5159261259050067 -4.842879255458149 -2.6805880576223338 +-1.0959880191530282 0.1564853320308065 -0.8130674127009083 +1.5697339899255032 -3.5214277805372323 -2.8520822016881815 +-0.13266548933905226 -1.095172331078465 -0.8105648215458835 +-1.6267058705000965 -1.37084236848524 1.3856371303389297 +-0.9194226947818711 -2.267213975149132 1.8865682068954053 +3.015929873226926 -3.3105366169670654 -4.125250787279669 +-0.8428424578017082 -0.457875779714898 0.2769005769285107 +-2.5913304991799344 -0.07210952090150458 1.5654609807228943 +1.7409636463388842 -3.5777905711309304 -2.73131534520462 +2.6431321114414588 -3.1645574085706762 -2.0257328126995717 +1.4693097697519302 -1.7581781855209875 -2.6900857726268472 +-1.25861043713687 -2.510813380597489 1.4621794290666787 +1.658640463466743 -3.622956945796505 -0.9948095088735834 +2.8519027171381577 -2.568848709521935 -4.1002682416259955 +1.9152072971334222 -3.1156201284305607 -1.1775811597220058 +-1.8399612598392998 0.40758201769962554 -0.3264470047141858 +0.49311640471222823 -2.73958830214023 -0.7641265618208457 +-1.7437550918119538 -3.313394203237185 2.214394456926407 +-1.439647214822623 0.8254983672593799 -2.0256758474853385 +2.274656272975516 -4.403454953259105 -1.0048860715151033 +1.5774596554088978 -4.279891786326132 -0.8513977139861059 +0.3242643155907277 -0.3226296454714691 -1.942983221309783 +1.0983855168824992 -3.1124166004078644 -1.3225608376203135 +2.0473316265828747 -2.128746367371404 -3.733162721350029 +0.18262131023334255 0.806761505207217 -4.588516622532046 +-0.3873065293545084 -1.5078953302853908 -2.1329883233615856 +-0.4081473764662253 -2.3374413921162462 0.9888957303044638 +-1.7535353888782796 1.5690577078088854 -3.031937681764713 +-1.381831764810469 0.37351231653854766 -1.8357191692241708 +-1.6324393371884625 -0.6065573951120723 0.42825940843601656 +-0.7612675071794377 1.213251061462687 -3.5551682892813763 +-2.357174024368286 -0.6110795525228914 1.6104689986491822 +0.8378031586955059 -1.054973535435266 -2.971983070018898 +-2.584016070974401 -1.9909191931867682 1.1567264362304714 +-2.6384416614849697 2.123636858718521 -0.9611389160473879 +-0.28737932638197755 1.0647606352387715 -5.124270520086666 +1.1662766489108365 -3.2296346124092907 0.35744368437266016 +1.6958759189561612 -1.4864914799177955 -3.525245863428596 +-1.3681182216265364 0.8334029252664397 -1.508492356139351 +-0.9400586627998091 1.2557566465072276 -2.1753543001982734 +1.4561808098087103 -3.022046962902757 -1.949214425809013 +1.3218724479602537 -2.2163638652835296 -1.9729166978222699 +1.9942423087062442 -3.369131446111041 -1.9693182079066351 +-0.2664225243314735 -3.3276489813085224 0.6981086058393543 +-0.36096556923513573 0.20117591735047846 -2.3177366950211225 +2.3351809801910437 -2.822948987334914 -3.161032191630883 +1.8950754780007832 -1.9319394606306275 -3.0327296785376783 +0.2899541602904929 -1.9718317141596482 0.42563959389313744 +-1.7648479191943303 -1.2411250297196366 1.1093558248988031 +1.9426107389599976 -3.5539743790252905 -1.910172870720762 +1.2229934994558505 -0.8280748041427359 -2.6435911977284112 +0.07860819096158443 -1.458290518634859 -1.206059287100396 +-1.9875602834944677 1.4812008542959991 -2.3312114869699045 +-0.15997870949997423 0.14203467749752813 -2.898767383759447 +2.1414488814672787 -2.8427211373817705 -3.3449038769021877 +1.2208593996608799 -1.7721761757831267 -2.863443510163676 +1.3322498846357906 -2.7640762387124393 -1.5017925840277095 +0.9819732288280842 -2.0791740772108365 -0.9300982589794726 +3.4087206636162977 -4.030984196259665 -2.6419199583492983 +-2.1857405351720316 1.6813320722108642 -1.0450316891326457 +0.7921925568259862 -0.43841294010751014 -2.3214402235600993 +-0.8641178604365094 -1.6335193152458194 0.6044859456301339 +-1.6498761186729378 1.1079866645592955 -1.296866551036892 +-0.5115341405024918 2.184634773927187 -4.453805468716798 +-0.473788055051733 -1.235592904770549 0.3891415180680294 +1.5523687636813184 -3.0969075586089794 -1.9489069759582616 +1.2813859567588917 -2.289602523332464 -2.3055819492676255 +-2.865507058024936 -1.4069146835588864 1.2799590833086074 +0.8185064169828971 -3.7712961001241307 -1.4309787581845155 +2.2858155217872866 -2.96364064457146 -3.1264625975066975 +-2.678431536600527 1.5497467476591098 -0.7066954136764678 +-1.3197872104682555 -0.7652031277048632 1.0166869219918993 +1.8248706580214504 -1.991651606829794 -2.526667812517971 +-0.2799542738659932 0.23434443408126665 -1.8025149473771918 +-1.344922716218295 -2.6799803648683476 2.023793313316704 +0.46835137530039983 -3.3599540743332117 0.8783540096215743 +-0.20326851357226006 -0.20765183481756705 -2.458218229267158 +0.94144092343264 -1.1840513195077391 -2.717517961246577 +1.1783977467346014 -1.6528690523141378 -3.6841219094539053 +-0.5806139865006417 1.886028369462144 -3.8772261262094547 +0.4219278376637556 -2.4176800634590405 -0.5137053182307388 +2.1456488567793284 -2.9069509881959643 -3.990602713922146 +-0.5875157234508732 -2.925164615065668 0.7634091396494889 +-1.8750962155433373 0.6240608847187333 -0.43220171159268156 +2.702549582324002 -2.48857843670025 -3.5681366790952618 +-0.2944005227816715 -3.797463141082849 1.615570517106102 +0.3628944724392295 -2.4521739881857596 -0.870000925628139 +1.0330642018664031 -2.7265691694710137 -0.6333261662544366 +-0.7948143978285789 1.751698148823611 -4.017916926391501 +-0.2219152444256019 1.0359887230673581 -3.8675547767084204 +-1.2149880533009016 0.7458752590514001 -1.6732891012366662 +-1.4798646872214398 -1.6975648934352447 1.520554179975586 +2.543357812081918 -2.582300076505958 -2.687684701822812 +-0.742419185889641 -1.6452491200261996 0.7237352792609915 +0.7170814126113016 -2.8225556731934764 0.6209152706640421 +-1.8397947221205717 2.198865136709504 -3.1094690229472612 +2.3171371840595962 -3.4799749448523367 -2.5785101571492457 +1.031895440834824 -3.136568311772023 -1.2067746320416597 +-0.7101426440684429 0.7510258337912784 -1.7509768434453448 +0.03152762162365398 -3.0490195890878917 -0.02188182998947857 +0.045933252058146565 -1.8435472599493865 -0.8757767527327457 +-2.0523376944508684 -0.42461801727873166 0.8982052361135274 +1.5031196081630418 -3.1085956197854 -1.0605719399357052 +0.22175512714500273 -1.278465752123425 -2.3078335837507833 +-2.2166356036773576 0.4027928563788218 -1.0495065635396943 +-0.9089480457017964 -2.325500126999927 1.3025518574525532 +-2.0373548230806855 2.2895184380822466 -2.735335779084246 +-0.8050093222255303 -3.3521263870702698 1.510471952424461 +-2.8759480899695737 1.688945383958119 0.23779401864998956 +-1.456666742140819 -0.8570954505330481 0.7900093646468562 +-0.13085920047943145 -3.215618158000658 0.14012826647040383 +-2.054405348542515 -0.1874468076185494 1.1886155601541666 +-1.31456611195439 -1.6178335455594834 0.7390573319399779 +-1.856010475975521 2.229328306296255 -3.378950720743847 +0.3967002575068271 -4.357201862410452 0.04561518321669654 +1.9871779132576388 -3.0073754190101827 -2.9119498384647344 +-0.19470724424399122 -1.873878193157053 -0.18977670975191505 +-0.8541611549306918 -2.416142701253457 1.2384586868827316 +-0.5875218417162489 0.5486176955720076 -2.901218709351723 +-1.1320395687815619 -1.9719118610957513 0.5725403179717509 +1.5096654912985423 -3.316895836977527 -1.9640324343746722 +0.7899058875659177 -2.3794543166774362 -0.9501163996119789 +2.229458862792026 -1.1799466645159884 -4.353213514711037 +0.8649173681045783 -2.9856911085459488 -1.981850191361229 +-1.5092555024660965 -0.9829070207722566 0.5940737866482605 +0.14337092812087418 -1.1698122588744178 -0.23996152972369156 +-1.6933757269230183 -2.0782211800920676 2.0343487834934235 +3.3300026920883505 -4.7400781817045665 -1.2899648896238927 +-0.9763491165570892 1.1515199184111518 -3.127467353718608 +-1.7976515390263386 1.6541510636409782 -1.5776381065190432 +-2.4870875629510283 1.518005504697615 -1.5325929803605853 +2.4103980663575615 -3.8436589765608025 -2.9956974661472904 +-0.3777727958301588 0.43053025999911165 -2.8706448014363133 +-0.731251792012735 -0.4819417221285024 -0.5046982951925464 +1.7956240944264918 -3.069978628651291 -4.147087639603466 +-1.2764027105182172 0.9080606857689846 -1.7600567464923795 +2.0567580264590806 -2.7326039109694755 -3.7112781215609174 +-0.7493601233238336 -1.0525283202343672 -0.6370031003647901 +-1.0276808792670715 1.0062165523814677 -1.7709135256957533 +1.7131527231479218 -3.576957987236241 -1.36887967684339 +-1.3424547458230593 -1.086512832572302 0.9625323398417719 +-0.4184382645934511 0.46485612693558087 -2.6425822943941077 +0.8978746368953088 -0.6516721862096412 -2.88620180787913 +-0.372819671824247 -3.4536971835728814 1.9337884351885322 +-0.3294266443051436 1.5257694541671192 -4.490125099533459 +-1.171510486415753 -1.342673064111112 0.8908916992940261 +1.9121510754098932 -4.5142921740108495 -0.5934081299987464 +1.6171692231893182 -1.673020760869817 -3.146136215300467 +-1.822823806369076 -1.0331322723959016 0.6654949550426585 +2.2409068812409263 -3.5604057496263946 -2.6029392738234987 +1.058114023367557 -0.3918891235013347 -3.929516104720763 +-1.0068525433683844 -2.4443598691864503 1.5549053568400821 +2.5563102739259396 -3.6740349458901296 -2.7457845766518134 +1.6344080503507983 -3.4730111918193125 -1.6955094564316695 +1.0713396120049157 -3.5427729294291397 -0.8358726970233826 +-0.30723475882534607 -0.4199734686710176 -0.2513879957956277 +-1.5887667144611959 -1.197228536802215 0.9916166204981373 +1.8981688008230668 -3.0647377878078483 -1.817108836508825 +2.270613680767112 -2.466661555175556 -2.8481850523911634 +-1.4210914250808069 1.4433301042900082 -2.5493525969851993 +0.8406318525786485 -1.7842490747502018 0.0012358536344474515 +1.2655535930042245 -2.999442192687638 -1.6177221818495648 +1.8861536406703512 -2.214718292373252 -2.8161984630877157 +0.2869108733454772 -2.0898083253393063 -0.41650362188747003 +-1.2219337036246503 -1.349317625111744 0.856701702971877 +-0.4158545332684112 1.0651117201894171 -4.514061771677471 +-0.999009333175042 0.6668997395199988 -1.6594919409302964 +1.1800103740042893 -3.0100334807582874 -1.4221005872085597 +0.7825384166172535 -2.2040352825048357 -1.8792886626393508 +0.12714260047777137 0.051431792242097374 -1.5653604601748263 +0.39599989097300603 -2.9607172856558575 -0.4249131995908722 +-1.2125272453542684 0.9312457117116328 -0.8552914601039807 +-1.1234289622929994 -1.3043391357799183 0.5671919452328673 +-0.043319559938940544 1.468999390369715 -4.022024445415431 +-0.2616878444860091 -1.1441506617211497 -0.23291025806317012 +-0.8008001317564442 -0.3548710834032563 -1.4058509630489104 +1.6990693362177096 -1.5687675037921287 -3.6156072106866883 +-1.9506692005421238 1.236852619149761 -0.3991980101267947 +-1.1550495270707253 1.765966701867591 -1.283109879708492 +1.9130455156849608 -1.9723741325175652 -2.487297477204734 +-0.07902060694131641 -3.3044502170951042 0.3337346942644493 +-1.5741012017520486 1.1301876476796244 -2.000544612049544 +2.575220510077868 -3.63863578029269 -4.221274993152352 +2.6256235989536023 -3.0114587499377334 -3.202862914737289 +2.1505998292658552 -2.3076121148182844 -2.5704507180678484 +0.7252388168345352 -2.0400499021388976 -0.8831912101675978 +-0.7535254482833251 -0.6210722258884024 -0.04444619923926044 +-1.4682918530089604 2.0868676964649153 -1.861184405877998 +-1.2067636610967243 2.0185293493973555 -1.7031984759566356 +-0.34512932194383866 0.11767282981780985 -1.1362726155046967 +-0.9711838035302611 -1.9265891498394292 -0.7753240201549102 +1.4816269529306139 -1.8924756321301313 -3.430517127966643 +-0.5750018249953683 1.526333668124501 -2.7230169349835425 +2.299366677575844 -2.7322425837338282 -2.0534798233056817 +1.594305796048579 -2.7686439692228384 -2.58912396095723 +-1.4165542974791163 -1.1984067225965263 1.6762611013274247 +-1.6157401274246854 1.187738453126964 -1.3367199569333565 +0.20995896135051537 -1.3579762551092622 -1.2377058277908668 +1.6521897390932163 -1.3312730344569896 -3.409555149369344 +1.9380012000267093 -2.075611025422197 -3.5035012208258065 +1.4605186038000675 -0.3167772730798753 -5.493232861832174 +-1.570854505050469 1.1337983573667398 -1.1611123509459913 +-1.4055256135127523 -1.7651347783758056 0.8935934327560896 +-0.20043677658588235 -1.6479254159427112 -0.7461325406642899 +1.8378147754956193 -2.5804196601612057 -2.1100548656894693 +2.149254283339905 -2.308763179908223 -3.0740974485257366 +-1.876743147980957 -0.05904397881337281 0.3460124353262665 +2.2341204829994488 -3.8879327575862 -2.1763699090069037 +2.4271973130645863 -3.9259298289160602 -3.88278455379318 +1.8813733555742331 -3.1060842666741255 -2.8149488646691796 +-0.8226786547923937 1.3450707620176001 -3.801651027742416 +-0.19084111474194676 -0.5986782546461396 -2.350711145599467 +0.975307818724958 -2.360394011731025 -1.5966912828442468 +2.6530945544682334 -2.377116450984347 -3.896712171907818 +-0.9456418161001812 0.37634942338351673 -1.7772021601519994 +1.0579229294400256 -3.12738397974545 -1.6367742686505342 +0.8738613937190489 -0.7813418689211836 -3.017543665238549 +1.8942427660394128 -4.223156900796212 -1.0639982876288294 +1.8351812268476646 -1.6536111615338853 -3.2777783031189744 +-1.5981560037718339 1.3425160356786687 -1.5421626682804084 +-0.7094983272278368 0.96879880829403 -2.2525423684090047 +-0.8017426881145873 -2.3174765207966415 1.7820785324939181 +-2.1903601098783536 1.0476535339884108 -0.5708247723319011 +-1.4081956562837166 1.3840144071929006 -2.8443541393199645 +1.4587702107065972 -1.477540396999565 -3.1577677198732426 +0.9299271557707791 -0.70971040006091 -2.5248099012562673 +-0.7943039066073221 -2.406411325506572 0.4765393902718712 +-2.7394932265269265 -1.8728837450336178 1.2914142574363607 +-0.7994566847009839 -2.3467406528592414 1.1623509914220804 +-1.2022820999228572 0.6656060710867746 -0.6807858796310436 +2.494807870639069 -3.372440268731803 -2.7501664349381967 +2.814133730912649 -4.650100502367048 -2.277913306768702 +0.9364637239397311 -2.4804982491585683 -0.20725157753911708 +-0.9944153283629629 -2.3668897611897535 1.2392972434176988 +0.896406617002641 -1.8607295899986291 -1.129810529178542 +1.1474609322539597 -3.2059488140223054 -1.1053678689951365 +-0.5691544763729606 -1.4501066805234248 -1.91795876164796 +-0.6819846334346866 -2.126251129930605 1.6533560427521758 +-1.527349011725803 1.3879298578972952 -2.2039342058572267 +3.3769251657864947 -3.8368560694647442 -4.549232041591657 +-2.07792151454398 -1.2123892569271475 0.686136592077692 +-1.6944157464857548 -0.9850620700203002 0.8902638011259637 +2.001752457882193 -1.6406293825031382 -3.004114140237684 +-1.9843640020607918 -1.0889822957474082 0.6123885970851287 +1.9529131612274988 -2.3794358764952657 -4.500684638507957 +0.17001724183632808 0.7651270488701044 -3.871534851983434 +-2.282375485135226 1.4458660359308346 -1.8040522079633283 +2.2908165187082226 -5.059741078780137 -2.751166984348022 +-1.830593063612709 -0.9724703754197701 0.8950637892552707 +-1.838170747299533 2.0631211263907683 -1.5473736295871596 +-2.020099863827955 0.9209452182048146 -0.40846347625317186 +-0.7878837247789219 1.637943250708614 -3.8927594226973925 +-0.24913758690115562 0.04122063316446756 -4.544708660492947 +1.5683519827766617 -1.9030312098686135 -2.929012382023275 +-1.0367871790297152 0.9666903460910283 -1.4538105844771643 +1.542127344789779 -1.3304760556809718 -3.078813478187358 +1.7619663795559888 -2.9154836554620522 -3.2481073472430038 +2.137548393020837 -4.016570352737604 -2.34343833198962 +-0.25267361822533285 0.4029503999838804 -2.452573791026784 +-1.5142265666023331 -1.5553382244003187 1.8387619703982876 +2.5694775333324915 -4.192272080442088 -3.115142116958627 +1.1934897319975475 -2.468807378468773 -1.8447408061930204 +-1.1201728974990628 -1.2369327103481755 0.3771754646608974 +-0.9735984690547883 -1.3480415660106144 0.053903975091664835 +2.084264711858124 -2.124071595525441 -4.161752219722418 +-1.278838665073448 1.4772328266849155 -1.3038052812981609 +-2.5557193096234343 0.7355348230050234 0.24485760586415767 +-0.5955631065094833 -2.456328068800701 1.5112416885670876 +-0.603644294129662 -1.9650421435366878 2.146503057656939 +1.1200921476596688 -2.267177314365475 -1.0432262812842803 +0.9152120955991003 -2.2424820224787227 -1.554111335276258 +-1.982363542661731 0.9590194165629411 -1.2174323385047257 +1.0203508432279704 -1.8517561640860771 -2.398020872479112 +1.9783764136623403 -3.427355615420749 -0.6345359073243649 +-1.9660700459960312 1.3052825622227464 -2.2981715393869115 +1.4448250982957456 -4.054700021001504 -1.106287672674622 +3.3320185943060814 -3.491849373215589 -2.7844316794401576 +-1.0630152785293396 -3.3864448930093194 1.1235978879800128 +2.8323537980654376 -3.2570070339903205 -3.2399801009099565 +1.1379039143539238 -1.8717450863574434 -1.9514345567328872 +-0.06956644593825312 1.2421640906918727 -3.345257799811805 +1.9457470393931082 -3.5240340771178538 -2.4742365887558653 +1.7139824947256488 -3.745084165343769 -1.882329408975244 +1.747438562871429 -2.298477698460898 -1.6959026493586549 +-0.4978787742178323 -1.684176595307946 -0.05211941987260389 +1.9641922573897506 -2.160618760771566 -3.518824502944053 +1.6263405968669098 -1.4443222050951003 -3.873258826116794 +1.022062947284937 -0.5744697025384662 -3.979719854832353 +-0.8382093283171763 -2.902096534867742 1.176391152629821 +-2.049063168808295 0.5714407471063035 -0.8235889196145841 +-0.34992840216798066 -1.2741385797419125 -0.5120404476409494 +1.7143171127703174 -1.7492787196513502 -3.5025582346844875 +-0.6055457777785875 -2.449491711823659 1.7444876370303541 +-1.5870851673921613 -1.5479550734511054 1.7908413602023803 +1.3983256702458624 -2.544441511380082 -3.1631843733170624 +-1.3807766844689133 -0.005944126781559339 0.5824531046240974 +0.10190267466460583 -1.704616069551734 -1.2436777063896032 +1.1755474938326052 -2.487064004980055 -0.7209932472843031 +-0.17806644826524864 0.25372778006781654 -2.5316824407583867 +-0.18182556505814323 -1.880699093628268 -0.38399412544255807 +2.8638784044655345 -3.6205008383336743 -3.4653911902848513 +-0.45473145006600263 0.7678322889188343 -4.413990744549896 +-1.2219337036246503 -1.349317625111744 0.856701702971877 +-0.287086329008614 -1.7237030855150433 0.28264857113384423 +-0.9092894209951488 -2.0945160461787844 0.6813816135539358 +-0.4184382645934511 0.46485612693558087 -2.6425822943941077 +-0.3907227560095863 -3.2494782559299993 1.2784099943151015 +2.0488675559462126 -2.8130479687341197 -2.217772738476988 +-1.3853349650478732 0.47161381534610347 -1.4744395217749289 +0.7878812026419002 -0.7668898185532859 -3.9110643277648247 +-0.8366072273749945 -3.289327874816277 2.68539297005618 +-1.846098535983083 1.4678287077324814 -1.6893439690321608 +1.7979047112444093 -2.1048058927849564 -2.139511041274051 +-1.2530829817468734 0.4859813707063598 -0.9191619469227579 +-1.5927330266666244 0.48394242777574414 0.4214133269652833 +-0.3830838756471215 1.0223136402313926 -4.008879515782416 +-1.6914220171289853 -0.15499749851689665 0.47990569716824544 +-1.0944327967442222 -2.8032317341451174 1.7313463330647296 +-0.3866081565223777 -2.4902036182868716 1.0618691590577485 +1.986536564866014 -1.6348268606972598 -2.6892138870878153 +0.32032536907931347 -1.1607739161857995 -3.013667957223738 +1.0609277265837669 1.2114929257464355 -5.732098680796341 +1.814945840893411 -1.929437051957698 -3.775468316615632 +-0.372819671824247 -3.4536971835728814 1.9337884351885322 +0.5465115117405317 -1.55738449911216 -0.8697659762111181 +-1.1550495270707253 1.765966701867591 -1.283109879708492 +1.9275868197077535 -2.58833296627999 -2.597933779281875 +0.569935910306036 -1.6514765568330596 -1.3111966560156199 +-0.17745836357523523 -0.8313265220511661 -0.9640491730629962 +-1.3711395437932348 0.48659931705729065 -1.5317928963359215 +0.031143987023321495 0.011677632941296756 -2.215722405710589 +-0.8753042948727221 -2.3821046581349017 1.5135281383126624 +0.4881041469255482 -3.1769531358397716 -0.6384906803896979 +1.1789960322144986 -1.7893286079403445 -2.61013406731431 +-1.4759165614272944 -2.432427292429174 0.7612430704316054 +2.0221422763636787 -4.107926192104273 -1.352467445875865 +0.9263794148804065 -2.438984888311071 -2.138164409978385 +-2.145701523760805 1.5711650796565932 -2.2930769162867883 +-0.05532237870487093 0.629764812773526 -3.8478606929679384 +-0.5242058684576847 0.655145295900424 -4.947887421963015 +-0.5229056711679214 2.0048434069772862 -3.645836614870292 +-2.533415717522203 0.2599679458447454 0.346145517608456 +-0.5842763352664115 -1.0107706691159233 0.29595020668972627 +1.8747555670493425 -1.2551612295327197 -4.971309093335969 +-2.532523323034347 1.415284048112122 -1.2323387042323994 +1.9783349540691573 -3.1698648808758674 -3.8806727551737357 +-1.7270678946117977 1.1587961317681434 -1.4234578049998774 +-1.0892635822129133 0.6610104152375731 -1.151268067979358 +0.8076147744795752 -1.8381818217882528 -1.8604470703946623 +-1.1003498262334002 -1.2072374312491072 0.9603158932112525 +3.8396557775296207 -4.420943230685809 -2.7564307621482533 +0.1793525639453394 -2.448391320803253 -0.7844991363741277 +-1.384822864537777 -1.495269624515491 0.8312610776301975 +-1.4030880784086006 0.6539542794991055 -0.6156315800105947 +-1.7976515390263386 1.6541510636409782 -1.5776381065190432 +2.6834875326802754 -4.717815503210279 -1.134825169145826 +3.3064215801405505 -4.198072835664796 -2.2674723267193664 +2.2946681507543025 -0.760747762962769 -5.13459934668923 +2.336192178877344 -3.6128913388476267 -2.046914542205162 +1.7993861134547737 -2.8368224816052656 -1.5439060035061214 +0.46301846641494016 -3.514542934873498 -0.6656831793496056 +-0.14006069768452245 1.0847034748872948 -3.9672006462861233 +-1.9467824987930564 1.1555005177937212 -0.832450319747585 +2.8734222680058203 -3.9754514849325973 -3.7391727956716116 +2.114617265561811 -1.2420058562926943 -4.737406493813844 +1.4768086834226672 -3.095104610287567 -0.7963369803945479 +-1.8594435386109074 1.1803480216276987 -1.523862597432095 +1.6271899786050505 -3.617200857994147 -1.4017521336915733 +1.5673386890372207 -3.216121341922494 -2.1324282313953438 +1.598969655354523 -3.2736664698385445 -2.7208579320792805 +-2.5096404483235335 -0.8063616561919973 0.6215396244724073 +1.9610859837391594 -1.6936478700992148 -4.277558918639386 +-0.38622637652572633 -2.6922453155598394 -0.32313122889073737 +0.6705167914631371 -1.1700199467968755 -3.854994401644739 +-1.4415765141715757 0.6296790529739374 -1.3674495924335026 +-1.2843042577716848 -3.5665859453589794 2.0103624852833035 +-1.0134348236619501 -1.3242398756743399 -0.13745599987350426 +1.1496732152759879 -2.2725157644380993 -2.5924246354460094 +-0.6660315051190171 -2.071065573518731 1.6087324153974687 +2.1337972623218 -1.802792664679238 -5.092914608183904 +0.1343811694999555 -0.8203603527660954 -2.250686685292026 +1.4633810855010945 -4.167441355837953 0.4136319867085902 +2.662351935115288 -4.040595048184264 -2.434060505372871 +-0.8941288830597234 -1.0952715085640885 0.7951336747288126 +-0.18421835525709107 -1.5566140820576706 -0.9708993203929761 +1.6720054777218816 -1.9852261027422942 -3.998251747904705 +0.5415580452812909 -2.8233894337467107 -0.28768343872247165 +0.13268856567394638 -1.9502249929837894 -0.7690184566912158 +-0.6705364844899344 -2.5874228974684867 0.8717604725132779 +-1.1402089571350273 1.346961511739614 -3.0268217914844273 +1.4825189597400155 -2.4840338955065513 -2.563178162683801 +1.67895601460722 -2.865828129923236 -1.6404368554176967 +-1.3896851122153135 -1.0671745852883716 0.768339583696497 +-1.3104479847853903 -0.638504206147751 0.7799919089376546 +1.3707867829869416 -2.649710053542475 -2.440816878543075 +-1.2263632772842676 0.6904499171943492 -0.8772965552159664 +0.24388736407098752 -1.7571882630107736 -0.6146781475204945 +-0.34041457713934187 -2.0053380216833387 0.8710113365830882 +1.1725788211498651 0.1890523784964001 -4.700651338352944 +-2.023301257547974 -1.3741626227095287 1.750872420729623 +1.678599661911063 -4.302218956681804 -1.799052567033425 +0.39601333242614584 -1.9199622117596529 -2.3187274969110883 +-1.1087695638757507 0.7786327792359621 -2.080881583329706 +0.7467087038946445 -1.0204532505210246 -0.8430679190677621 +1.2210386022698339 -2.792043718223478 -0.9202635100819556 +1.7859803137412797 -1.4842438507224283 -1.2936409108108666 +-1.8775951098730026 -1.7345292715402092 0.31830547483643284 +-0.853102205451399 1.019937420846622 -2.3376946157359066 +-1.6974411866298973 -0.42946067651358294 0.9960051738701611 +3.250758353225655 -2.272409960555216 -5.354118053469491 +-2.289463824906641 1.6435327338837737 -1.466685231954492 +-0.4446812356662876 0.3438249049374501 -2.1761779781684285 +-0.9914146552291858 1.059374279942777 -3.2246881771045666 +2.0746661000263678 -1.6384010451894362 -3.670857173642309 +-1.9386327072166152 -0.824423950815221 0.7832008744478876 +2.854450955640397 -3.7144138034359147 -4.721744362422221 +-1.3858077999664862 -0.9940972937894926 0.9768175915594327 +-1.7137505298685582 0.8170615819733393 -0.9042788929428633 +-1.76839433711434 1.3307301538295615 -1.4642877825284597 +0.3951021230567428 -2.528797116574561 -0.17558729186084035 +-1.1263376523816433 1.5915655983813188 -2.578012986283155 +1.7005405233901154 -2.499661224980607 -2.0971738654330068 +-1.2763900184400103 1.754457825020161 -3.1415239245323074 +-1.3492582489404197 0.5802472401745044 -1.0412628848887107 +1.431448205641132 -1.4961113051538273 -2.7420555985350568 +-1.7542349010293543 1.1964785928626598 -2.5341615566048343 +2.4388260995127005 -3.7834620620620334 -4.224073968750402 +-1.1400775825899505 1.2127119054330342 -2.098567920862391 +-2.424515525969686 1.8251763625162671 -1.4543640175067685 +3.975084944664543 -4.050689345629507 -3.8748182284970802 +1.7458165906635355 -2.7611635412673814 -2.2376180573115527 +-1.0765339045461944 1.3923847306259147 -2.9215756642240573 +1.4904548621275469 -2.6610362602843654 -2.4690112439166434 +-0.969065081913904 -1.2762418072884656 1.3653931451692896 +-0.12881520299903243 -3.1766059539511193 1.7276060603280876 +-0.990905541879922 -2.7047930791239474 0.8208305187284198 +-2.3174570776777434 1.5116621608499883 -1.3756201357650992 +1.9881505890471831 -2.0428320875976986 -2.9079509811988173 +1.8929471691285866 -1.754260055788115 -2.5840173564754423 +0.5675872890486284 -3.42381108702005 0.6195973756116563 +2.2795292634636786 -2.6514080001518336 -3.6301727057068423 +1.448062834949471 -3.098006936158742 -1.3236938361861428 +3.071978905554271 -2.351461464558029 -1.9189100132677956 +2.1205905468637747 -3.8531826919984513 -1.1950370762119265 +-1.8714888641135672 -1.43766693830675 0.2656944423461393 +2.1915758521694184 -2.526108272073569 -3.259088204756941 +1.0745089882428902 -2.028776349792174 -2.51873566416656 +0.9400549435439762 -4.225983465064763 -0.08502799263735021 +-1.2753312823109353 -1.422609685112058 1.194710084606109 +1.94260045934568 -1.4877669184598272 -2.774136468571715 +-2.135404486665562 1.5234980849792268 -1.4775512874170889 +-1.278838665073448 1.4772328266849155 -1.3038052812981609 +-0.8382093283171763 -2.902096534867742 1.176391152629821 +0.32598796807340263 -0.219131909144877 -2.8483614500515935 +-2.1790988432950966 2.3206288916839464 -3.38285790176437 +-1.9418227360031401 1.1961372329828608 -0.9864806457254438 +-1.6426458302527727 0.42452279326420284 -0.464546220222772 +-2.4792224371259977 -0.5059147899936585 2.415670353568199 +1.0105503315224538 -1.857408926236848 -1.8825526438785265 +0.3692031642321814 -2.7482153440008426 -0.13798879116788812 +1.9729866138358403 -1.9178312464306333 -3.705701220483545 +-0.8317979354329477 0.9950880791618677 -2.3954966048757056 +1.4979876796230658 -1.06694655175877 -4.029952715709239 +-0.7711360393719564 -0.4933573186730119 -0.5210664475186993 +1.9254572495706876 -2.7086169439576513 -1.8869820325920459 +-1.044270460431713 -2.3114980828545324 1.285910026086463 +0.3988824177612302 -1.43860664896243 -0.996184790592125 +-0.1440046381217145 -1.628746468229531 -1.3189160511847255 +1.9674920233809325 -2.9172934264141213 -2.926281429479976 +-1.4470832131539515 0.9918529679300279 -1.68667888168793 +-2.118353005655488 0.8196148790320226 -1.1260895987803297 +-0.5171959181311643 0.7674487874444994 -2.7211120374993336 +2.1346027671366996 -3.550213165828299 -2.136611064442015 +2.3701283443400643 -2.962559319828016 -3.595163778994832 +2.5481262873246715 -2.4490632058107953 -4.281265674823166 +-0.6960911971500339 -2.6031941315843476 2.0913116740915783 +-1.2629195386097722 -1.6661315966175263 1.990463770571083 +-0.7366855659060361 -2.6873247339300224 1.5350446798443496 +-0.2853656319903664 -0.17744410924395837 -1.6531577825539323 +-1.0786030044128605 -1.3302864699716013 1.5786590540527405 +-1.372366265330034 -1.0879623512718015 0.10710665017052749 +-1.2853609808976005 0.10734262734423239 -1.8379060475553888 +-1.7261662731118075 -1.7156943926815866 1.397959291024586 +1.3692405590962322 -1.8935423006588328 -1.9827913638840597 +1.35298811411211 -3.367381893733834 -1.2271200029664608 +0.4492052733165532 -2.6522562991292205 -1.276401534736565 +-0.4280642376562311 -2.6976242406614825 2.8161206989324787 +0.38648756324362743 -0.8140929640792884 -2.175819731522093 +2.1260176502509442 -4.926156966656441 -1.3736815463441294 +0.030459314625334757 -2.3566373190269285 0.5013384312740599 +1.6132734200529282 -1.117209536419586 -2.3667504430171054 +1.9373398965586255 -3.719550486046886 -2.27429544614138 +1.812296786130199 -0.3185873483239384 -5.480830046286455 +1.8756328814629974 -3.270968402547961 -2.941475636010859 +2.119880561354477 -2.5414158500826445 -2.145523353712745 +-0.9767876363552097 1.7415318947991336 -3.874712876040126 +1.659782603345321 -3.6886887208316153 -2.7950725682950806 +-2.195546233233841 1.9319985423590724 -1.62647284405674 +0.9944544349219835 -3.3035841367839995 -2.0312132173526027 +2.73920776607045 -1.8295893468274405 -2.751531102753443 +0.21115840818502327 -1.7657046858783527 -0.889227716985098 +1.1715533744476587 -1.5611721711387863 -3.334246311610255 +-1.763915347876409 -1.0282639614930034 0.562423646611864 +3.9273809667257513 -3.38668618940093 -5.340585785543228 +-1.6351325152712806 0.909311106890019 -0.7801527728058479 +-1.779966732465083 -1.953191878747381 0.9931175984951576 +-1.1802548145131588 0.7517873653936155 -1.9690283393113919 +3.0696807576718643 -3.0211174251795425 -4.510389955591827 +-1.9577339162480023 1.5963573594389966 -2.539001242750172 +1.9037646819527252 -2.8827109612312953 -2.0172473854227664 +-0.8627206908727731 -1.7703590042350765 0.6349740758892133 +1.3449916680737504 -2.5354958841617417 -1.9719857491818604 +-1.3544987898736427 -1.2690016963829516 0.9875026090466817 +1.3998352919743924 -1.5653363730425418 -2.687039893426803 +2.1875011098293324 -3.4180999946099977 -2.2570886975526974 +-1.6578142477600364 0.8866774426330803 -1.9249418510183645 +0.8656373173756662 -2.803177427263652 -1.1015714751880157 +1.4902431999475103 -3.8142512522558882 -1.8483836055644782 +-0.9322615655373163 -3.68998384432805 1.6861238798557159 +-0.6175725262113636 1.5349117805593413 -3.4030259851663476 +0.051994500160827975 -2.3029092264867197 0.7227247825591637 +0.7281630757897477 -4.777210147035564 2.000633137456027 +1.1227794592883666 -1.029861249848216 -2.942172131266021 +-2.7754975589933277 1.9566673875896505 -0.29881151726101945 +1.573284491748372 -2.0229173979813986 -3.603088326043732 +-2.2894020866877414 1.2807494175785292 -1.0812344333118016 +1.1656892308354543 -3.1373265129842167 -0.06358075463586835 +0.22638225431168368 -3.8103876717746012 1.7991713443815425 +1.9732805876066022 -3.757473512973699 -1.7964427581136617 +-0.969065081913904 -1.2762418072884656 1.3653931451692896 +-0.997747248026654 0.0515640069330649 -1.3497483936846728 +1.235851145163433 -1.9699172797834312 -3.3165804008328537 +1.781380405823752 -1.5748274416577204 -3.131614975198123 +-1.6776597806890405 -0.1073756070748253 0.5558879511187553 +0.9030737225975791 -1.9996643517163917 -2.9850512973004455 +2.193321693903676 -3.2043129851133623 -3.294761801743313 +3.085013638486199 -3.2823998693729664 -3.1060505396744533 +0.5361768263545635 -0.8061702907267196 -3.5262787504240114 +-2.012417047270063 -1.2311616281452915 0.9743718813927652 +-2.5908219375306465 1.4731600866717072 -0.4786873636082967 +1.877800572671741 -0.9596270655044827 -4.00846639124347 +2.731479998146808 -4.028981178822052 -2.854082207930877 +-2.4207801651326974 0.8178583791028418 -0.10340114923924554 +1.2433577729107306 -1.2275183548232862 -2.0953111289152404 +1.1544612125879614 -0.5420261563640798 -1.271173872341943 +-0.8196675424791 1.0067149070490835 -0.7075781146222976 +-0.06302394875939597 -2.3813475624477567 1.2763937993922503 +-0.8749840087793597 1.3691209847057242 -3.713011423599553 +1.2420641355673023 -1.9708516668407148 -2.771869934970254 +-0.7941624117505368 -1.8451396042822095 1.0196035987036038 +1.169778997381623 -2.9976329839477938 -1.685364100990037 +-2.2638970532250924 0.8053653845093451 -0.6525329625872318 +1.9536007700640015 -2.899651141083042 -3.5809093172209545 +-0.7602889062754212 -5.199239120858342 2.1305824670661675 +-0.8927335601690007 -2.1350286482705267 1.3477906972123308 +1.2552967607898935 -2.6591378583320817 -0.7430231075930256 +-0.5356399074083193 -1.2959148754614191 -0.2720727489247757 +-1.2219337036246503 -1.349317625111744 0.856701702971877 +0.35153476341304446 -2.393034460431703 -0.4600238467973615 +-0.11949115690600531 -0.1558023809816934 -1.4398373773643771 +0.8608340966952246 -2.7678819816800604 0.4840590755044771 +-1.9386327072166152 -0.824423950815221 0.7832008744478876 +-1.7904412400902547 -2.056109088646766 1.76891028094426 +1.7424810402279094 -3.1195762213252864 -3.00439343074658 +-1.2628867656972045 -0.9144900119741484 0.9520500576824864 +1.3076321108085778 -3.254899920933923 -0.9179922981392711 +1.847991486003834 -2.8940378552004558 -4.2044238119374935 +1.4326665697143928 -2.955453837549494 -0.6550943085362796 +1.7159628808712806 -3.7445243897235665 -1.788909132495188 +-2.2246115371144413 0.47563502263602175 -0.04901818232919855 +0.4764759075333857 -0.2903588432481241 -3.899231330062747 +-2.185871211783182 0.4894231769399121 -1.1280571097398115 +1.9506917553334973 -4.402768468408448 -3.0503962100709017 +0.45427519458409404 0.7217703331621322 -4.002585524502275 +1.1631436916945106 -2.5238573499426695 -2.2472694414051833 +1.4201269398572538 -2.8202226665513677 -1.232787084107191 +-1.052614055955978 -2.397799489510371 2.3762212220929944 +-0.7716975719384234 -5.324196294209083 2.2473590067893743 +-1.0849119174489137 1.1798975059512538 -2.622573050046076 +-1.1035156183546215 -0.061651341798738546 -1.9342165661639041 +-1.1914171943100442 -0.5638437731198129 0.2752588036661078 +2.035085063029495 -3.9897726823196265 -0.5622375599100842 +2.4829325442134023 -2.09450571057804 -4.714245989943212 +-1.9461664177176448 -0.25106842267658597 0.8516675190503856 +-0.6134672632858078 0.736281360012289 -2.250813372558905 +-0.9894544130721332 -2.230083901822784 1.3100691740631951 +1.5987538781901285 -2.7291959919973388 -1.9729180178930428 +0.2925090206550957 -1.6331314963060215 -0.036716131397290616 +1.0641425187037363 0.37892896810121046 -4.724488066143561 +3.072906447564598 -2.9687465705662683 -3.0990269552493697 +1.5211368150082796 -2.342873677227149 -3.0317389234864973 +-1.0866765731262358 -1.63858977303974 0.9251571382335869 +1.0268824024788399 -2.1464175644457137 -2.423059130239017 +-0.8388844822314274 1.903782069603086 -3.9422235892956197 +2.2696679948702925 -2.9570817963758023 -2.4422193078630516 +-0.46398817883342086 -0.9825964056296542 -1.7566371670607617 +2.423768808236837 -1.8403147119462584 -3.385216291743351 +0.4592608897444031 1.4356846761402096 -5.673715994288027 +1.263904607878074 -2.375950984221502 -2.0332117150563076 +-0.5424787588574866 0.9682700824536694 -2.6809765016550586 +1.343646844485064 -1.6942182029923745 -3.2071637867837848 +-2.1515858383841904 1.3093601050112667 -1.6877813790143072 +2.8097254061817614 -4.7229715699277115 -2.339950353260876 +1.9628601349997514 -2.611487550850911 -2.40132648961908 +-0.8999218376671534 1.0905980783921874 -3.3369667404797894 +2.6232081523313764 -3.0664864245195615 -3.432379906787759 +-1.6594456001213105 1.5995919320407987 -1.8935753702709446 +0.8297922502194124 -1.5232930956981974 -2.3227654944522222 +1.3158903259604235 -2.045909279941476 -0.9744878005693189 +-1.4798646872214398 -1.6975648934352447 1.520554179975586 +-0.4037144147420618 -2.6004121127856585 1.7481309384911659 +0.2132241835553892 -0.7837771022912964 -2.3989319885421247 +1.1322510035026168 -3.0595346401600962 -1.899131062534469 +0.8386492668937606 -2.1210683434041635 -3.0962362159720644 +2.5381019896168233 -2.6139308187153216 -3.878749779907269 +-0.04307389449270159 -0.5921833276259707 -1.8625683212094197 +-0.9914146552291858 1.059374279942777 -3.2246881771045666 +0.18236371726256534 -2.8550277714143633 -0.12268569980037045 +0.20371773296031054 -1.8194642424941352 -2.137691091470286 +0.946677825983604 -2.0994441655199894 -2.117085055913468 +-1.0243903477367293 -0.25444634111930653 -0.4485319032377403 +-0.754060834953767 0.637609170835734 -2.4912063532633453 +0.8862313549051348 0.8619402114981116 -5.060640916764838 +0.3706290641821624 -1.9545839792531274 -2.2427240036622216 +-1.0843165139177147 -2.4003537724219326 0.7968721732232859 +2.1794892871592273 -3.4577192853823377 -0.9421569437724446 +2.207968055193352 -2.4328036482635866 -4.067339180601296 +-1.8746069888481613 0.24559011878730042 -0.347521228500706 +2.0401797004945403 -4.6975068325673845 -1.4323622062132984 +-1.5397392258938283 -2.1232514253704915 2.4901682838957195 +-0.5453973962534564 -2.4903669874377363 0.6357022952600379 +1.8888849868248456 -3.8310260988106672 -2.883235074907773 +0.45899846907977065 -2.782935405259863 0.48272618577169274 +-1.3398746742350869 1.5496409988644844 -2.333956941961122 +1.1433966121038401 -0.5235898802894483 -4.174421341824495 +3.1138579438093044 -4.8296400082340885 -3.5819057573205217 +3.3280466471793337 -4.809107622951476 -2.774589021947804 +2.398226981494345 -4.560109781649672 -0.23976201455686766 +-1.1588339781830461 1.5269207327720355 -2.3518353060440287 +-1.8086315053502329 1.8054515598855554 -1.347169182712818 +1.3377361947727149 -1.0039245034386481 -3.2120622905447145 +2.096764796044624 -3.1479798317381777 -2.7447584700121426 +-2.0140495066984223 0.6844711567541166 -0.4842588968507989 +1.4314076931701436 -0.9341878153872322 -2.79262026566993 +0.6225931838552559 -1.9823896974639257 -1.9737116459616932 +-0.020784850344355565 -2.2301361882134296 -0.17757449707074302 +1.5420351233922185 -3.828041206979994 0.17217556336043588 +0.544273511568879 -2.0204095634992627 -2.2886670969038856 +1.8761153829826356 -2.164880515084866 -2.4647209982037213 +-0.627867094481642 -3.45888819879193 0.8005349786305582 +0.28316924762502005 -1.2022147185875025 -1.928376037457986 +2.274355021363742 -3.1681272825804445 -1.9709462344400914 +0.18601173743664723 -2.516288934284196 0.551700958713573 +1.9822193531266972 -2.496348830208992 -2.690678607097763 +0.7159787404042515 -1.8644394775568023 -1.7708022813321276 +1.8564171531778961 -3.0241554182721297 -1.6844053901717455 +-0.7424739878716382 -0.47575154062638864 -0.6389864007870802 +2.738734833258204 -2.3745369574573614 -3.8945469486240802 +-1.4028042956327689 -1.99012657818231 0.11259690102803413 +2.9719135892156325 -3.261941551672648 -2.7627435849819517 +0.11867280000464767 -3.6319208715174396 1.2207412078844349 +-0.9791368871701931 1.5741915475104515 -3.130437720522189 +1.247723575200303 -4.1737368762959335 -1.0336294503410812 +-1.1364263530392276 1.587560531936526 -3.179257988935596 +-0.7651532428350833 -3.4855599249677134 1.7829113074038063 +2.665373705313669 -3.6644042577321896 -1.7917216572680301 +3.092065930968019 -3.663349144183442 -3.8420811303894813 +1.7510572949497802 -4.746692446933263 -1.2658815468208995 +0.7684031871353645 -1.3110734766088992 -1.816912583927039 +1.779548694879983 -3.5846280179412453 -1.3245002423542775 +0.9214989403420846 -1.7715696569226949 -2.79700078444251 +-0.3996516867291591 -2.6581607206061926 0.6764422923946275 +-0.9792769029366737 1.1868151891800949 -2.707641413053769 +2.1684384165570485 -4.250223225647876 -1.288551909061179 +-0.8110377553920101 -0.5980076507110978 -0.439494866039541 +1.1499762039922805 -0.8258415053665349 -3.564015476718138 +-1.7241563328457725 -2.1119008696005794 1.8531504492299584 +-1.5526367183381722 -1.4122309347010706 1.484520527315912 +-1.7368177340828281 -1.5325246482214436 1.1340504389446466 +2.7133801996223834 -3.092334222003083 -5.367136490157712 +0.6167437940414033 -1.2510487976306193 -1.9854841493239137 +1.289913365240384 -3.164839733475761 -0.7025052736295808 +1.19115347347032 -3.4977210739667277 -2.4922223186105303 +1.6867911879708464 -2.537847594201439 -2.2470245895471166 +-1.4335214387534847 -1.5057384366103492 0.9755059221354572 +0.13348514184778326 -0.7622392695791371 0.3367500020390873 +-0.8398699381112429 1.4360963849100528 -3.701852551648419 +-0.3420060327956115 0.8029599791571655 -3.1714298882233725 +-1.8938297353646594 1.4517905680956043 -0.9247808002640332 +2.008731613660306 -1.7315013957522933 -3.5962452591743395 +-2.1548164276433996 0.15695519806977642 -0.3604643868369816 +1.8368581505346393 -2.615191823733836 -2.560096537972853 +2.8753736453500442 -2.8083672523245036 -4.3962117991554255 +1.6585158613142892 -3.431140667089137 -3.508570604000957 +2.907365867937287 -3.3612664393164087 -2.0218032651246887 +-1.5279876799323446 1.9067490696867595 -2.371689197793048 +0.7034942522666716 -2.1863805798462783 -1.815122277577968 +0.6408997031076376 -1.9056456918359839 -1.3915233332962882 +-1.0395794018732243 -2.5567870973564126 1.7066332466139886 +1.953634378435877 -2.0125687999412127 -3.2714480851090206 +1.6914013515212847 -4.347273419609808 -2.833808281383011 +0.006712460815385415 -2.591465059122592 -0.3740569311816282 +-2.177949549051305 1.0455715677154507 -1.3651663308237552 +3.3664274928296463 -4.227373653110144 -3.372164928236748 +1.4773122152200564 -2.1467830405708 -1.9135146301688972 +-1.5776924544813615 1.217189423702692 -0.9712225549378505 +-0.969065081913904 -1.2762418072884656 1.3653931451692896 +-0.41968049164568877 -2.5645626746314147 1.4469305341869971 +0.7354615475503736 -3.161671465062841 0.323411335558756 +1.5291442852722263 -1.580021834172845 -3.136094717251419 +-1.4613293690935893 1.410698698704037 -2.2263784931908446 +2.173968585106198 -3.815892852144706 -1.6896517895457122 +-1.1766719450005414 -1.5353473229666614 1.3535543698591914 +-0.7324981057706073 -0.452521025894785 -0.11036412234966919 +-1.4821083136906326 -1.1477323248714812 0.8244831334355542 +-0.11310644812620921 0.8417151277731381 -3.746141492064208 +-1.2658609397611242 0.7326364935322567 -1.0654115875381727 +-1.2693817706130772 0.5783921632083252 -2.9845986370374837 +-0.720298455631611 0.4265322923650766 -1.2790948635547883 +1.2582721899844596 -1.47691397838055 -3.850662244752517 +0.8398440070690001 -2.3847276557291126 -2.384428661958487 +-0.17533704389384863 -1.1048977340150583 -1.376363219381502 +0.3166802805475149 -0.1830907531331431 -1.4599211583974958 +-1.735420391236861 0.8254212850170102 -0.5392835737759853 +-1.0169867659010239 -2.393415401565112 1.5873289089828888 +-0.44689771451756144 0.26846287718913253 -1.4268408201906286 +2.7417407430036316 -4.362589239047919 -2.6749963441238065 +2.1052839042300073 -4.557421691806507 -1.219498112301575 +-2.5099865593686093 1.143262093650229 -0.5549483498668413 +0.12354618134523496 -2.406596917579111 -1.5555780275704274 +1.741680750836804 -2.196337148663156 -3.1495991373476606 +1.6834590990389817 -4.390131865262308 -0.43479168505577176 +-0.28125363816149523 -3.4022548081857695 1.5273576160604787 +-0.2808505602041891 -2.1287091880252316 0.8418487400856846 +1.5871357921715246 -1.0439282485407615 -2.8726331915261034 +1.7171604555595141 -3.2724978537424176 -2.039522302568397 +-0.945168176291618 -0.5830029235399222 -0.005038686652510959 +1.9130480440363349 -2.029831665302453 -2.986312982472387 +-1.3744138789068339 1.4742039674336815 -3.0169037770864886 +-1.0768944004083427 -1.8326596885297008 0.9789466648838415 +-0.9751199606680008 -2.961862610622515 1.7871938992207541 +-1.76839433711434 1.3307301538295615 -1.4642877825284597 +-0.7310459369881803 -2.8152420206167816 1.5560447888629412 +1.7535616477589795 -2.4911822789933176 -2.695581211677434 +-0.8815116269039385 -2.8406876642654026 1.8525852634219846 +-0.534540690659697 -1.753652168445367 0.3962462932238089 +1.3176752005467467 -2.3359309175471465 -1.12891395071567 +0.7069570956126905 -0.2727601035113745 -2.1705753751028563 +0.24110417680566076 -1.9163327932353635 -1.6842517567223698 +-0.558776632441524 -3.026499381002368 0.33760514190107155 +0.6113506668655149 -3.7946598008261256 0.6818353073334775 +-2.890768338947942 0.6771155088602826 -0.08442287391336804 +-0.11218556734357066 -3.255293469429297 0.3439722652527581 +0.23786988402457798 -1.4307746524729041 -2.0226668760390054 +-0.4069264359951549 -2.174995423396603 1.6991087002948064 +-0.1743396110163963 -1.1767869412430247 -0.8321318740431763 +-1.5258162063225604 -0.9061538063209443 1.5939396660904857 +1.8418548821983307 -2.465890751926925 -2.2105108211051094 +-2.2421781966262233 2.9568008622895716 -2.37293080401313 +-1.1150213648568081 1.6528252567587136 -3.149760434789393 +-0.7681083476093264 0.7682392335369412 -2.9400060031988486 +-0.8340917167823354 1.2285621058759495 -3.3922211508237976 +-0.24411997673343644 -3.4799041575559673 0.6884130675488368 +3.2078229069381803 -3.274302267652605 -4.710644411178478 +-2.124658106526031 0.0668108297368481 -0.2639299908903767 +1.436985609596401 -1.9592039752640915 -2.751867446444016 +-1.735603630319445 0.29285157020101105 0.6801030688599164 +-1.7808619206779384 -1.0610982333205703 0.3842908466252017 +-1.4004440978057493 1.0461279621085955 -0.882733574270577 +2.5448625358152928 -4.571653407973955 -1.6903315134001744 +-0.4774871164832422 1.2291451800812447 -4.12703898555265 +2.1552171375433877 -3.035975647385083 -3.8903364963608746 +-1.9660700459960312 1.3052825622227464 -2.2981715393869115 +-2.4643001784912406 0.39560146436278465 0.08338389060566045 +-1.0483726844657828 -1.364947006587637 1.0982617810607882 +1.8647940928209463 -3.0410996203685667 -3.170400037908796 +-1.6403248546120432 -2.268046134343149 1.2224483586526822 +2.1218601836744737 -3.270993358603846 -1.900476538729198 +0.7769603642749237 -1.5230530911725362 -1.668435411286867 +-1.150394706463977 0.7754879871923843 -1.2316030958668174 +-1.5693483628930367 0.7210810110914726 -1.82840072553505 +-0.9878066577626801 -2.3808746251458324 2.0884261698045368 +-1.4909701299754172 -0.2798847943730232 -0.05362335296213852 +-0.41603779020482773 -1.4808013228674608 -1.150571701534103 +2.684009453288706 -4.130578400849117 -2.937316399162342 +0.21609924617489218 -1.3899058786471596 -1.7091715897090312 +2.6168339474981295 -2.344164960443414 -3.0576118488245467 +-1.830593063612709 -0.9724703754197701 0.8950637892552707 +-0.9807973118016058 1.0662536014121693 -2.096164677335969 +-0.6088277930940471 -1.070332364111922 -0.7223596470301858 +-1.2958113074770023 1.2675979824316592 -2.061771849730344 +0.979974392522986 -2.0300743143049456 -1.0691798838080042 +0.9301579128325932 -1.6190064894418763 -2.739963138483112 +-1.0891332348938727 -1.3548648799818919 1.034454250500575 +-2.463185491552795 2.297143326221886 -0.989763768968727 +2.0636213804223895 -2.772679589576727 -2.3271795253251146 +-1.7310480671500443 -3.0056918844831757 1.5144004450376123 +-2.165910918128298 1.2614700405049417 -1.4954414701287186 +-1.8904469564797974 2.001207924817064 -2.3210501859042463 +-2.150764007049403 2.5515368057635643 -2.0043744860614052 +-1.3635209040591114 -2.187108196719679 2.4657584909583505 +0.6876681165510654 -2.618297360961292 -0.004237719011886628 +1.674391699201762 -2.5319264685496243 -2.1524950731781507 +1.5846856701855834 -2.6271237178844795 -2.583398523022534 +-2.015630243743605 1.3031677249529778 -1.936352847783659 +-0.9631372200581332 -2.2289177049433464 1.3861819114149452 +-0.8388844822314274 1.903782069603086 -3.9422235892956197 +0.2899658730212011 -3.38380463252923 -1.0730429520960172 +1.5690701101250233 -2.426136568264945 -2.986818573053205 +2.3642887858542467 -4.365706612029973 -2.931128275024358 +1.5129716814195382 -3.197057631564848 -1.529010791216823 +-1.408031101218836 2.0202314235823398 -2.837986790287547 +-0.6356493691234977 -2.0862333886763236 0.6264554073359971 +0.1570781065422815 -2.9989454855218547 0.1393107640464752 +-1.0066623659558114 -1.9803286795628838 1.0172963611380257 +1.3357852671025807 -1.219740901686257 -3.5188724454463483 +-1.3940835142890335 -2.702804428362594 2.1067882597903527 +-0.825324778400871 -2.3658552447629884 1.2218206153437052 +2.3872419336896233 -2.5085590568080294 -2.4733368322234957 +1.163675459567453 1.5696342631919467 -5.715739356176001 +-2.3433813392215104 1.2083231434151394 -1.3985516885603748 +1.7184964513189636 -1.8487181750334523 -3.100710304608655 +0.020235415413336816 -0.08395272038671911 -2.4666426877403897 +1.7288323316916998 -2.8334730478966734 -2.971691879049717 +2.9258859827850205 -2.9541464603708447 -4.0091527590152 +1.0508984750387969 -1.8596481054173974 -1.5562533922374544 +0.703215054990123 -2.5429083293252894 -1.0142809309698388 +2.6537929880820426 -3.6833663946312156 -4.2838995393957395 +-1.408031101218836 2.0202314235823398 -2.837986790287547 +-1.0159836486862721 1.6925348558124949 -3.8139392068741174 +-2.4144645592564355 0.7023833487618112 -0.14923265324003737 +1.4293755312466863 -3.0165501170078826 -3.0221773104113425 +-0.43451389183144423 0.47150640113160913 -4.919200278345393 +2.1922973776496835 -3.732016940939143 -3.1992631391024746 +0.91321892919235 -1.3830013789955302 -2.478970938384191 +2.6796532269856455 -4.05436563445263 -3.353319824384947 +-0.03808055893953857 -2.900529494752058 1.393563668911011 +0.9356918740784819 -2.9285775199238473 -1.1733946903849424 +-0.5665542584920598 -0.9707389305978791 -0.5297968182845939 +-0.8381534635426848 -1.3332862270930903 0.6996668659894995 +-1.6254172661212372 1.026961995773638 -0.4857961785049107 +2.5647180960309703 -3.2811684924043694 -2.2643036448148246 +-1.5774744003337176 1.4924354236717239 -3.078063737693941 +-1.0494106327021793 -0.04412970411682632 -0.9544993762055615 +-0.02436069215869481 0.668741010081887 -3.9364398239186995 +-1.2204411945191525 0.5319503205440314 -1.9350427866688396 +-1.513445617962339 -1.5829924276902483 1.6520614464689851 +-2.21306979360854 -1.2011709282965057 1.0079750646427845 +-1.1710326263109867 0.8550801342076237 -3.4402835359470245 +-0.2172519695356575 -3.855542014895548 1.0133061835265293 +-0.4437912910521933 -3.5754598406054074 1.1047861493685163 +3.173900188753373 -3.747576306100269 -3.8119233591875274 +-1.0517706873713861 -2.9205246024593534 0.898918877788185 +2.073303550111741 -2.5384138689730076 -2.669171881521626 +2.6422731634595866 -2.979584602417019 -2.9299356205713822 +-1.2640669795183725 1.106680610306978 -1.700625535315145 +-2.3406707439486563 -0.11582012254682622 0.45487541063904396 +2.4678113686887 -4.409494085664981 -2.442419659640249 +-1.2387230413130774 -1.5001879285840118 1.404103940799168 +-1.2621351782547612 1.2357816524482064 -3.484143339639694 +-0.7833760809947163 0.7994287239105053 -2.994484845228243 +-1.6931589631486446 1.7721844541315617 -2.118630981634134 +1.0959844515042543 -0.8388897070199267 -4.0224747411098365 +-1.4162077355530756 -1.36561017881306 1.4526105325315 +-1.1312526548372324 0.6664334356268659 -2.8152828287959517 +-0.6225101452163624 -2.028151644936311 1.9968905114918414 +-2.207441343509597 1.0684900052638198 -1.149571575429917 +0.0798795984605932 -1.0204612924506007 -2.4722544616859228 +2.81676620439987 -2.662482442055031 -2.2265498192384596 +0.4247929312479008 -0.8550222886458455 -1.9185093523087118 +2.9155323147173524 -3.9293550915735 -3.3249511908267437 +-0.6300534656379284 -2.878187307072325 1.4779749851379063 +-2.0003975734686716 0.6567850364555602 -0.2998291107209527 +-2.719536904312951 1.4889867259522915 -1.4454788230016524 +3.152822890254825 -4.622505891895736 -1.7439618157858547 +2.2016975681842514 -1.7712997493476985 -2.7487779838910873 +1.6813201811763299 -3.246097314749179 -1.5857696769328944 +1.280531380578805 -3.4801997604628587 0.4881708488445224 +-1.1578633511505863 -1.0875970490361755 -1.7023915023047314 +-0.03431674206761488 -2.642968324688859 0.5116124562127016 +-1.6899655115990064 1.3545116269338062 -0.5622055687873232 +1.524182381867436 -2.6207961891556515 -1.0284536874670458 +-1.0010673555743985 0.9547493698800962 -1.8486855188383575 +-0.34084294738465143 -0.9831130077779647 -0.43689042543616335 +1.3618164449146415 -1.8450812979336166 -2.0998368950472734 +-0.372819671824247 -3.4536971835728814 1.9337884351885322 +1.2498122124242093 -2.720737024881778 -3.4800375836610566 +-0.14114164641039462 -3.9313565854195893 1.1628905947463166 +-0.8709391969982412 0.028295076314331424 -2.675753630826592 +-1.716343039881801 0.7371404400548487 -0.7475272474916178 +-0.03201639987177565 0.5882244845034472 -3.503221098641742 +1.775450062368701 -1.950435305361385 -2.68502828811162 +2.1049659262073304 -3.349769344593341 -2.8373122012670846 +-1.380361863054355 1.2077726951266865 -2.8802332436595406 +2.0785743997858663 -3.6676326328717863 -2.205790767304434 +1.7270431858806778 -3.4396417209976295 -2.1801579880349022 +-0.8951656944620208 -2.2261538625768793 1.3789472305049353 +2.3526517242401614 -2.2077999166874727 -3.891775921898977 +0.7159787404042515 -1.8644394775568023 -1.7708022813321276 +-0.9641083509257531 -2.557924807378299 1.4170352413030398 +1.0875291538338285 -3.3014293925207476 -2.422996270769331 +0.8437195730245521 -0.22380144099037036 -2.7978699062274095 +-0.6264328992679091 -1.593229434132858 1.2749912501106109 +2.5368907560290546 -4.167988906163293 -2.024881484192068 +-1.4798646872214398 -1.6975648934352447 1.520554179975586 +-0.7162389840364811 0.3360201067580162 -0.7004448521973088 +1.113415447133586 -3.9324455617882483 -0.36850457177613516 +-1.4073080419572812 0.8103928034168855 -2.0490118193792233 +0.6457538576458657 -3.01566182208642 -0.8198600218025351 +1.0953000788315332 -3.2763032890730748 -1.9376975384488933 +0.5593363908273445 -1.2443746291294777 -0.7049524200095502 +2.863162921234936 -1.471919431269083 -5.360384860232318 +0.15855524844829397 -2.3902666835281465 -0.46457862622548235 +0.6906853729084117 -3.4090113570115377 -1.3980009192170961 +-2.7178621819745548 0.8673244319517008 0.2280456219511561 +-0.9247269040538009 1.3717892794624218 -2.7932933119398076 +-1.5411167695292838 -2.0079340444744314 1.4838072433433203 +1.535493924171632 -3.274768702687763 -3.3480963753091126 +-1.0729787324671383 -2.7678539039532377 1.9152198678673031 +-0.5534994311606969 0.8508026280213592 -2.396818783890409 +-0.3515653186186161 0.25608301661746596 -1.6465292761168795 +0.5072745752076219 -0.7563231246164293 -2.517470636231007 +1.6576966057850564 -2.1837492638644997 -3.012597619532078 +-1.6711790892472467 -1.6890095146214337 0.6714914042495872 +1.896162861613319 -3.534237570609751 -1.8851755755473338 +-1.4012667624845545 0.6230270474044569 -1.9098209892635851 +-0.2523595210022746 -3.696965384116017 3.245760076859587 +-0.8701274928924183 -1.507768486502857 0.7292567912715928 +0.9979917845458166 -2.1002102435103573 -2.492629280130455 +0.03801050646818403 0.3298791955720357 -3.6611621312070555 +1.5038679523719527 -2.3940972283908266 -3.220770014596717 +-1.360014273012503 1.2999047003988577 -1.343188012158017 +-0.37496476960490854 0.8163616139691765 -4.818192613814817 +1.4732010056511382 -1.2192470043083492 -3.353294248785936 +1.7528767791208422 -1.470972032648475 -3.323487927852135 +0.9119590472770549 -1.9386962851101466 -2.1066474166229594 +0.7017835551348479 -2.8769836786131373 0.005496112539431386 +-1.0744264144365854 0.9507085365058356 -1.797764150759713 +0.2910706246024826 -3.8779099420579617 0.8490761641397566 +1.919428450150979 -2.9109313456500847 -2.344893374540088 +1.9431036510345203 -1.0958192345818931 -3.622941134495806 +1.8061856267063217 -0.8116264475375288 -4.8419882649612545 +1.0873422187092803 -1.312771539313119 -3.428628019692882 +1.5425345457696766 -2.925449251649044 -2.3607444943989386 +-1.4028042956327689 -1.99012657818231 0.11259690102803413 +3.0054782869130094 -1.4195002335792015 -5.564717859550573 +2.3159465286457346 -2.2829302580120667 -3.157636285201797 +-1.456666742140819 -0.8570954505330481 0.7900093646468562 +2.31428397610387 -1.9520617461751777 -4.467665953365727 +-1.0020678037971769 -1.5652047933564852 0.6875330387277381 +-0.4936621667995152 -4.131349765475655 2.0188712321905857 +1.084723161639498 -2.6598975006556334 -1.3304160154798925 +0.6608351363551459 -2.1252436180894696 0.07320486057276701 +-2.0990824434554187 0.3352073851134483 -1.1479762378130738 +-1.1097142615732194 1.9387865897939904 -3.7715749607594127 +-0.771020362778128 0.782309890493101 -2.5652526648369807 +0.6372955118542383 -2.719968589714038 0.10514609543890878 +1.3686660476600716 -1.2772703284973745 -2.003332799945779 +-2.1657600267076256 0.2979911210858437 -0.7406206803998652 +-0.876590546134222 -0.41256139180365814 0.5174284518901584 +1.7091314953948458 -2.051943905045085 -3.316039987320317 +1.2883695029333284 -0.9327834777816824 -3.242498279311439 +-1.0812081190548062 1.5580160181916347 -3.366380194737925 +1.1449164113861117 -2.3288784471337425 -1.111647294535 +-1.1412427964089333 1.1307745194192484 -1.8040174230474078 +-1.8580608254375153 -1.5280295486336977 1.7483236778030824 +-1.0461994042177913 0.10636740578861648 -2.0736842160948905 +0.5348453268230937 -2.3885480149216924 -0.8113839454449832 +-0.05233099152102108 -0.7476610243659798 -2.254598281974662 +-0.6685066568882969 1.2560974740200341 -3.461767152614169 +2.584887265020168 -3.3090506201574574 -4.11365827080563 +1.6313919895945377 -2.0465657105418384 -3.0044522267972575 +-0.642809639866317 -2.652575599638518 1.035883144893731 +-0.8888335308947919 -2.209624358682841 1.4434821278840582 +2.4898242165868463 -2.7666186019018504 -3.7786669311452186 +3.2617489995588627 -4.307860459203743 -2.4376529524056374 +0.8161660539802285 -0.8154550421296102 -3.0591005986792545 +0.9111270609652258 -1.3764977522733197 -2.484084145389896 +0.39430156322687254 0.7763448026538915 -3.3564898063994164 +-0.35201442553441786 0.9995902415662798 -3.3580037311950455 +-0.8585979056884618 1.0524620866108887 -3.4702053741001784 +2.1639654540235296 -4.5536610703339555 -2.270822127436318 +-1.9556580261172392 1.882441077354501 -1.5423795907655258 +-1.5462998091085474 1.9419626126989762 -3.6024986810822877 +0.36137310148844676 -1.120564739486554 -0.9932200905711781 +0.305890916570505 -1.5790792161529585 -2.3780293617359702 +-2.577103334444822 0.04329808754430381 0.8740735136302983 +2.1250313364161304 -2.8322306848244896 -2.1939471323058886 +-1.5683371465918514 1.4583817358169413 -2.8758146906708677 +-1.9753596937267663 1.497672574912301 -1.8628090853053632 +2.5304520792195624 -2.5138445280888075 -2.649493131936283 +-0.7794373936636221 -2.32848313081563 2.427238012310252 +0.9594185431845237 -1.8321104662015608 -1.9706889954061506 +0.017653258561553503 -1.2675116494497642 -0.5339813209391273 +-0.9884767788053896 1.6237149705682965 -1.6800084786098608 +-0.7465888457486562 -3.5511941921306156 2.26841227304642 +0.5114753859307102 -2.1265228205599875 -0.48909037255827037 +-0.3977402693327025 -3.403889616894839 1.7034240041169675 +2.8121113867853644 -3.6838864349543523 -2.9224521808881967 +-1.018605698052785 0.3280966352359006 -0.7450884778835047 +1.538909313867029 -1.5934274070562116 -3.4623912356372997 +1.7282139774253706 -1.9014303984659833 -3.9158189149268297 +-0.45473145006600263 0.7678322889188343 -4.413990744549896 +1.2910615863380575 -1.9941584138455077 -2.206398669035947 +3.3652566168659686 -3.633060120005334 -3.3124507904419946 +1.6269993785434191 -2.6312988599980076 -3.473893104505548 +1.6661686072902475 -0.9491275897209317 -3.962711134125249 +1.0071937594232099 -0.963529878847164 -3.523503259214029 +1.0939572931702404 -0.9266267105221799 -2.094831734605359 +-0.44215292949770757 -2.69961254116194 -0.0651782017801132 +-1.1316943174858198 0.7393086415009754 -1.9713096066105622 +-1.6272650775800899 -2.516854079388872 0.6192735394829373 +-0.11885464655298517 0.4815691977104859 -4.51817830825474 +-0.25267361822533285 0.4029503999838804 -2.452573791026784 +-1.0400671403801194 0.20711930265902445 -1.8768269507518562 +-0.7311001134327053 -3.273865218520676 2.1661337861301093 +-2.0746231755993056 1.4517014526015135 -1.9257470979006017 +1.9674203783694788 -2.4245040482907125 -3.372570330837287 +-1.5531733136204102 0.2710727655205308 -1.6236253924105835 +-1.6890170289966306 -2.324926809827342 1.7769185351167325 +2.2173489122385934 -3.3367337916067803 -2.0799021970758598 +1.100739028587466 -0.6487655730200956 -2.5209903322243528 +0.9204767502215434 -1.3588813403335087 -3.027064273555153 +0.5439506571231347 -0.7078341659482408 -3.90098983484692 +1.856595946963581 -2.077453584368607 -3.4149636356247455 +1.206575098957554 -0.9167066104039299 -2.6786496646498605 +-2.2696986860031836 1.609514616783429 -1.486247560772367 +-1.2530829817468734 0.4859813707063598 -0.9191619469227579 +-2.0698293512447083 -1.3819562007617217 0.5295374982160581 +-0.46074363462926865 -1.648319144616837 0.35494502782323106 +0.18631255008558534 -1.1487675576277794 -3.2489763034052883 +-1.3567513968327687 -0.7935198651452001 1.3352353245767452 +1.7814437819780933 -2.5692440608830354 -2.5539268367998096 +-0.05816506558841182 -1.8924722015163187 -1.1204019352997863 +-0.8861854826893656 0.29634177832943664 -1.098236616981448 +-2.2320237435092056 0.9123426111654349 -0.8423847784169701 +-1.2699233779474575 0.7320237282043394 -1.5734638688614622 +-1.382531558321056 -1.7945201160649682 1.7429055588475044 +-0.924750279120726 -2.563151945942627 1.6098660649726173 +2.1173631913102033 -3.3513752634800977 -2.0161561090623232 +-0.09127728096770396 -2.566152828798422 -1.2354206848871592 +2.215133503188989 -3.6818601304256573 -0.6237255392382421 +-0.6402409538015641 -2.1147741493248233 1.2179700003125742 +2.3898816478831564 -2.4115835389712945 -3.6135714710757973 +2.4982948728556953 -3.346134745766928 -1.9367399760171198 +-0.9926066665381037 -2.049246341052429 1.6716989834716676 +-0.017496874710459506 -2.6998227501350858 1.1264087011228479 +1.6031632609032591 -2.7354712609502227 -3.235488683126818 +-0.6685066568882969 1.2560974740200341 -3.461767152614169 +-1.683177577852523 0.7248405749203993 -1.3922924890622959 +-1.432185920015167 -3.1317549321401223 1.561656504032554 +-2.41366154787538 1.0652073733282417 -0.21476096958478033 +2.238259200118237 -2.2719091153624444 -3.750344239860631 +-2.283936025490976 1.0237531347701825 -0.7692555372187999 +2.392150567250319 -3.73975595690626 -2.5843469108112926 +-0.0936218371514464 -3.9109496527100402 1.283491789042019 +-0.40544990915146284 -2.6459791627556695 1.3057004948521285 +-0.5556420130145054 -1.9739435596427568 1.277666856734889 +1.0578601283810356 -0.21647591527973783 -4.075125681635936 +-0.9914146552291858 1.059374279942777 -3.2246881771045666 +-1.1092483985900758 -0.6887058889529629 -0.7681823882509111 +-0.5121141029895648 1.2672508696549396 -3.0097432072173986 +-0.9519972749868275 1.148357754403829 -2.73116137993567 +-1.218237215929235 -2.627125782853611 1.4121580558798614 +3.5683479034260728 -4.4148005850542535 -2.5861367782865217 +2.15933234955117 -1.7243106425038965 -4.886285335497401 +-1.7057829591843714 1.3787978846992306 -2.2813474153905395 +-2.0236437699341803 1.3098838454248383 -1.4286934360009336 +-1.0806781499289055 -1.4790255142637072 1.2714907340199004 +-1.7217400397067277 0.8418484206800327 -2.011174252361459 +-0.924750279120726 -2.563151945942627 1.6098660649726173 +-2.2721436670603787 2.1222655690296293 -2.4643862799219116 +2.172885286381332 -1.9260331127635733 -3.5729467396194172 +-1.4334892731876008 0.8002021349932822 -1.852003504155767 +0.5267019667237969 -1.3034668190464054 -2.02236362605399 +1.7134668539089983 -2.464562790488464 -3.64356249675604 +-1.6017009435434166 1.187056085100719 -3.172165275611697 +0.8847625961363359 -3.090663140906588 -1.490031539491475 +-1.008699669247121 -3.5297690013855747 1.33518136647413 +-0.09769077680759286 -1.9659067466840683 1.5788753209271171 +3.3226224416923515 -3.214478749571326 -2.1884327258074867 +3.3544056851205286 -4.272595182472907 -3.592419409662246 +3.2806450936596456 -3.966062238395172 -2.7371150846544308 +1.6052518894619787 -3.12757782456859 -0.7491562900311649 +-0.7535828517911758 -2.3679939383985213 0.7389849362736826 +-2.1138052453429292 0.8609560909515488 -0.3166931660560397 +-2.252743969174269 1.456495570043637 -2.0590531918953277 +-0.3344860871127807 0.6564723248334473 -4.106901104971112 +-0.9607272190833094 -2.430391950016377 1.7560461499811435 +2.1090826994963177 -2.073669589347772 -3.8643233657921647 +1.130596731558566 -3.150077887132443 -1.360633142731429 +-1.020376633995458 0.9853875754677937 -3.4850502303923308 +1.0812494952056058 -0.7692277952005078 -3.8268988612039343 +-0.8195345407320282 -3.3180192990052437 0.8959613347406126 +1.9843518460500762 -3.123729587538292 -3.677575331986151 +-1.7010706887614608 -2.5656647191778035 1.5815570318529917 +-1.4717318303859257 1.8024243379765235 -2.153266238041991 +1.2296958237581321 -4.256846366728388 -0.6519577394736497 +-0.4923188597232188 -0.40083689975490844 -1.932484929112487 +1.480762809770241 -1.6716058542839496 -3.7882817854907844 +1.06945385202363 -0.7324108585086685 -3.689539965980442 +1.4085354969126878 -1.5147753394927574 -2.0485251539576486 +1.7780576555438263 -2.5533550062745656 -2.352336785516528 +-1.1106126035632384 0.026210257600228604 -0.769467023147252 +1.3348967685670206 -2.633964441730697 -2.2485083331152107 +2.183755496783576 -1.5792567878807222 -3.9448067289313475 +-0.8480885716697291 -2.3414904220690484 1.9682868164535274 +-1.9621090168848574 2.195289210968851 -0.7820617892788668 +-1.3709884866664375 -1.5331886637555308 0.6162744484793651 +1.410968861060578 -1.0366144423399595 -2.961200524653666 +2.79125435347988 -2.548819777192423 -3.202039668161449 +1.168432819387742 -2.5343315635839763 -1.766642190908641 +0.5508842490689416 -1.4486413305391956 -2.9088218782393382 +1.0584657374820154 -0.04233268152532266 -4.951198325791603 +1.373263761323956 -1.3207342346879094 -2.698193598678491 +0.22439416098924403 -2.880778146417558 1.7074537018623335 +-0.8433652044743789 1.3696040166335277 -3.6484223791808987 +1.8893253513529882 -1.9854893324613372 -2.518138567944917 +-1.1677969572166118 0.9806227233123144 -2.5105385136563663 +-0.3557949389713541 0.22944763725645 -1.6052060584236696 +2.5271777941462297 -3.675612893040944 -3.8215286099882873 +-2.2386015281863876 -0.44022728794111743 0.5648465690462179 +0.8162304397055302 -2.364698439104524 -2.602925928448695 +0.8730132461145648 -1.8226700674342733 -2.1225111216989463 +-1.0447326078246777 -2.907220303665722 1.5164094833491573 +1.4801319425272403 -2.5092887889711597 -2.635968685064056 +-2.2003695395446354 -0.5396914078913557 0.7120301766979238 +-0.8307538301981889 -2.4156230256882956 1.1748903214278443 +2.5231948956118115 -3.7679370836507164 -1.9093405925934839 +1.8968538766522356 -2.0879050297586286 -2.527400298704353 +1.651847291078458 -2.591005578705532 -2.906717391921523 +-0.9934440004046707 0.7568309207367788 -1.0282399829492648 +1.8913869935042589 -0.8857998284043986 -3.7486167151302605 +-0.6443954517545325 0.3062983601082718 -1.5896668556485438 +0.5205081428267686 -1.7395642475076443 -1.9917317876311094 +0.24849007173708593 -2.0310368190164807 -1.7307198590021695 +-0.9188578638780562 1.0133971864351237 -2.673158720835604 +0.09398310991569798 -0.5245984813702903 -4.147208915612671 +2.2598607323859925 -3.0509451063137276 -2.683222312526952 +-0.469532950425023 0.25572092060483304 -2.3295348922336796 +-0.9926279400846931 -2.733045440188693 1.8894157848254214 +-0.957423656814727 1.9897608829681341 -3.6930661308704567 +-0.0610617437623765 -1.1276039378413172 -1.05369747023903 +1.558832703370886 -3.3362489022100035 -1.9872289280011373 +-1.4255702447735403 1.409038252423429 -2.792541689420264 +-1.4308463232332933 -1.108239992032744 0.6669448051090793 +0.2695433304741698 -2.3479541463834157 -1.0133744209288 +-1.9908917175176586 1.1251976069690126 -0.2726783544433791 +0.1513452144777919 1.0994753460820188 -4.337591061050976 +1.5988208670770343 -0.7341891094593691 -4.4309253440692835 +-1.3777127891743068 -0.734239994463648 0.2639870731145328 +-0.13593933228932537 -2.4299578906318446 0.8882612999947466 +-1.5681889783502672 0.2750805177468666 -0.23602787776481274 +2.446995109659222 -3.0001582703677965 -2.6310423481940375 +1.0999332531794452 -2.8457346501509755 -1.4562234222431594 +-1.2446028981675512 1.7420678470555733 -2.9469524566432113 +-2.219664040968641 1.6670390013140544 -1.277151230365319 +0.6631195212213807 -2.1364883996537545 -1.206995338931822 +-1.1020336438638012 -3.4419153188530633 2.5713474595851133 +-0.11399464735272177 -0.5833930333653446 -1.5233401897506973 +-1.4058050144756264 -0.09087993810235745 0.3044233841202592 +-1.8677180165191942 -0.12096399752599374 0.779787954196551 +1.8247938021054033 -2.549043002791326 -2.4933523238944217 +-2.697784472909083 1.8311249751567513 -0.8378197592332306 +3.1497121597218856 -4.137842409590729 -3.446646135415341 +2.853482331328847 -4.696875156088538 -3.4243792660889554 +2.3386017535349817 -2.014932407775399 -3.7499269571530123 +-1.057692977777723 -1.5892130281780952 1.283202293179598 +-0.35940624907191787 -0.15834157923471298 -0.6059713212753496 +-1.612254081909227 1.5106470421901126 -1.2647470335322972 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_DUAL_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_DUAL_bias_-1 new file mode 100644 index 0000000..6da017f --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_DUAL_bias_-1 @@ -0,0 +1,1186 @@ +3.3385548557568607 +2.0950779584033334 +2.3627161585107945 +2.548116089287671 +3.0038570572590353 +0.9674995642914856 +3.317523642243068 +1.384324032922306 +2.0299524856161892 +1.2825507565001995 +3.0048967977906282 +2.699238624246932 +2.7752190136818875 +4.207550960621515 +1.2950390783856267 +3.6411450744557903 +1.875926681462053 +3.097614383623193 +2.3436382651208776 +1.4629391437653116 +2.5079837288951 +3.6530326318265023 +1.468969550963023 +1.2049833336688938 +3.256495861966745 +3.358547877528342 +2.756307255534579 +2.096109783709591 +3.1141227489981445 +3.399443059117142 +3.0082052674956365 +1.7263551543564486 +2.5054022733059345 +2.176520226374696 +1.3155823044999255 +2.8816969503191356 +3.35050085617773 +1.8233887579082388 +2.985846656874848 +2.718298782064801 +1.980536360442512 +2.383850948739828 +2.6151953127233667 +1.1893396303816433 +1.2377723605565842 +1.6069037192209792 +1.4587908195235266 +1.4922650367791148 +2.8275089820752455 +1.9141968316623446 +0.6484202716052216 +1.5431913252560014 +2.5280951797495406 +2.318639181116697 +1.4064428913678588 +1.1083997416082252 +3.1269016673396814 +2.7890733786530015 +3.264930288819079 +2.4888392566516524 +1.545866299006107 +2.7458002999141438 +2.323914563514001 +2.4458447691076874 +1.4174974352985632 +3.3517987562864486 +2.3625133491681805 +2.0266420727243624 +0.9187159192767752 +1.5850232291660635 +2.8670312204059996 +2.808849016858133 +2.821948068109229 +2.786883157595815 +3.5536527143282077 +0.990375559293867 +1.8647954818904353 +1.711837503675557 +1.3635137364629817 +1.1701138032956575 +1.945457198553927 +2.7380929434409893 +2.5507496170196515 +1.3679559543704596 +2.9579382475766534 +3.255410589318192 +0.9762117126904509 +1.5548712582537443 +2.8900438302361344 +1.5854162373063763 +2.2620817975568386 +2.8442439932652896 +1.3725889962548947 +2.2261723070369093 +2.6619183363835064 +1.1741868623468221 +2.6365584688031674 +3.861097534678838 +2.0700312853032434 +1.3639974893899733 +3.1020163564214083 +2.5313434095463303 +2.6073707717967385 +2.4029464971907366 +1.6517766269777492 +1.7407314638711198 +1.4031498335552304 +2.0239839313746506 +3.3003733431157105 +2.2310798707156545 +2.9142202620584303 +0.8558993679438025 +3.166005657250525 +2.823682406744744 +1.7038688941007727 +2.6181329375663105 +2.2548158615150418 +1.029514272612646 +2.658245796611093 +2.472563664662663 +1.2433436988772206 +1.7089249861412137 +0.971319916549014 +2.500542429788247 +0.5616901678870905 +1.8688395525354036 +2.6272366982923963 +1.5971466898258322 +2.2030589702391015 +0.9476275077062428 +2.636792001252474 +2.937127616178421 +2.066565339279386 +1.9672921380894317 +2.002501322961802 +1.9446185782340373 +3.0150095044955965 +2.6006091734258034 +2.1634224239642066 +2.506108621013341 +1.914625924128921 +1.9774336107275892 +1.924504839438841 +3.623846265237041 +1.8629849301495431 +0.5759561324084213 +0.8899658503320002 +3.1865440237464413 +1.5613530514825107 +2.095663373780019 +2.8702130057036204 +1.00836828473868 +3.216127649765351 +2.215654178543983 +1.5006079675034463 +3.372743804690394 +2.0138940715657956 +1.9277092015340769 +1.9970925756454334 +2.6955621772221887 +1.4968843418778401 +1.8817181772106626 +3.4278813753635835 +3.000181925264121 +1.929436985845594 +3.5100646832738156 +1.9775304986218365 +2.0972582718294337 +3.7039811178642643 +3.466537852628091 +2.6978268033410435 +1.805705574892464 +2.0661247662860003 +3.2244474159663628 +2.879497446530641 +1.3651261621031405 +1.9633001599413655 +3.2906765370594373 +2.6263209767094056 +2.4802996205239105 +1.902114155047927 +1.5773034179033805 +1.452743383049982 +2.752255679924192 +2.3446339073274256 +1.7564372971969568 +2.5860254277666312 +1.498071579161533 +2.255669238419286 +1.8441232319395124 +2.4600106738742964 +1.8924225728297683 +2.3284048744788888 +0.9517798671127233 +1.0129193610396605 +2.5733681752889632 +2.777953384355072 +1.4179908469183529 +3.340272650479926 +2.9847647591021658 +2.9984360960838226 +2.3783380113960226 +1.8636575491498595 +1.07087597964568 +0.7356549864590926 +1.6641427397713706 +2.088009067155342 +2.4760349150734715 +1.4939335296876166 +2.960379006197711 +3.088017242515753 +1.2899967814138358 +1.2046873742513289 +2.506958334554402 +2.04815419691276 +2.7565450737792605 +2.5112095523030966 +1.4168599420515233 +2.184440412886915 +2.034833636275747 +2.591203472848245 +3.218643993910149 +1.5689097876139917 +3.3397930798090334 +2.755967051266103 +3.038473996423598 +1.2030797996599043 +2.2352920000254954 +2.968324431349502 +3.445870981419295 +1.5581844720125912 +2.787282528856345 +1.9641124077750105 +3.2101392633242067 +2.298684607002351 +1.0748666385104595 +1.273746102026416 +2.0983520562810334 +1.477615768054833 +1.5821304287077744 +2.6431171351786746 +2.382533588685431 +2.001166017251895 +1.8642350238709173 +1.7131901288046898 +1.1182001969674515 +3.326974517142219 +3.2980241153516023 +2.5179972955448586 +1.6791122283604978 +2.3662418656531585 +3.186349007390232 +2.0791499250552676 +2.3954048776316634 +1.3656062770903523 +3.5739704230719815 +1.3566510505277345 +1.9005576902398515 +2.8006621943772028 +1.7005620874195522 +2.635710892262052 +1.8898989602432943 +1.0915533369318646 +3.6401388731990147 +1.6833399717997612 +0.6950980473154154 +0.9647056141284535 +1.62864882317755 +1.879929219084914 +2.6744826784504774 +1.4812495355546038 +2.556341927797675 +2.5558889710815995 +2.954012748221681 +2.119088854222957 +1.9172341465013822 +3.4436903786541397 +2.8813398280951468 +1.6044868473353362 +1.4997877609034242 +3.0737439185187814 +1.219197374022942 +1.4201507567363267 +2.5790417072379292 +1.8155361255341458 +2.0376479644526673 +2.7039886087807536 +1.3799295181060798 +2.5923363117933427 +2.8840512371975278 +1.0633329476379678 +3.4625468964102435 +3.646349865124247 +2.2499683822351124 +3.449726681255034 +3.0917814811394413 +1.657406773227716 +3.0081056473240935 +2.768955482057556 +3.0305205229197667 +2.1323085162008835 +2.9962206512590055 +2.639683659996245 +2.2764612311050363 +2.556514566683212 +1.3761773867087703 +2.140540162522113 +2.8018424232541923 +2.320508450233198 +1.7046095749560186 +3.0365297673101224 +1.8618257475937883 +2.0095943097661992 +3.024174198524207 +1.8408739384997266 +2.165478925524728 +3.3157433793261175 +1.7934243657074245 +1.902114155047927 +2.2790647524376504 +2.040041960419029 +1.9277092015340769 +2.5543558902191816 +2.321863991188291 +1.166901569105892 +2.1620809882743557 +2.075412738434057 +1.3543362880028011 +2.1819268305853643 +1.3608636647964736 +1.1303429646107792 +1.7708545569058636 +1.168240698535817 +1.979266858031882 +2.4809871832952157 +2.9785468411441465 +2.924090599581441 +2.0408088180272226 +2.9073720120856605 +2.6955621772221887 +1.87046394352957 +1.0129193610396605 +2.1654732568364494 +2.2975155029758985 +1.4734182546302208 +1.3659017419695363 +1.6054770280367117 +1.9390051565140023 +2.391671839209777 +2.1154539203429903 +2.382813250230546 +3.0733550560806764 +2.734836078586168 +0.8308099051176053 +1.6563229312196661 +1.7432160216437582 +1.0964105621899856 +1.008825333099283 +1.1517808481438812 +2.8316836230473643 +1.1366364070946224 +3.244004247452151 +1.131036629018482 +1.33791840991035 +2.3301576015155776 +1.93136205272301 +3.3890105686028247 +2.965766629125386 +1.5428088337187884 +1.6162985320173764 +0.5759561324084213 +3.243268821770259 +3.686445845608249 +3.08271989818376 +3.2849120677876407 +2.5226106463588036 +2.6393482950000284 +1.5894181599803745 +0.8137726367702487 +3.5824362904249476 +2.507315897635345 +2.6218292584998193 +1.1823421458370067 +2.933510727103782 +3.184158494691435 +2.7872478644681387 +1.8429966300552278 +2.744071836627287 +2.3060681811959034 +2.2485369683607606 +1.3904622172765522 +2.4740942910439245 +2.17202142947428 +2.8346582770000275 +2.725451538293384 +3.2417247975751176 +1.8844442765859508 +3.3098842021179866 +3.531404038681498 +1.9735605424730043 +1.9572958278170327 +3.0914585380248965 +2.759284561901569 +1.9984652189871266 +2.258553233238422 +1.2340074331070303 +3.1789382671095954 +2.9775875044262192 +1.6697926764528406 +1.8809707612950572 +3.0358084613591823 +1.3787420214028328 +2.4169263687793197 +2.079566125000827 +1.922612483464918 +1.7146228063926268 +3.1561176296293305 +2.520799475897818 +1.3902768300825796 +2.0179545149802576 +2.6631795045765165 +2.676682872941139 +1.4992668579783512 +1.576349850436202 +1.5033788870363625 +3.1757522440102894 +0.5938395734693821 +1.3649246418490482 +1.0736384941521702 +2.953281244631056 +1.7640996521061558 +3.25617331671645 +1.5969550444115548 +0.8007401212271373 +1.2723729088176492 +2.204059241935637 +1.3387751980800078 +2.537922979852521 +1.0281721448574217 +1.1327454875853997 +1.7961420346419188 +1.308212540365232 +3.8206650832804714 +0.9326072580309175 +0.9342132730202873 +4.0991886353563585 +2.8994964154580134 +1.1909617518695879 +2.525763161629137 +1.6910234649629954 +2.4679389201994093 +2.5352673009502964 +1.10949308800069 +2.5172241034739393 +2.601569366014174 +2.48126522844225 +2.88180228713079 +2.5194086377066895 +3.3022019880737976 +3.387993816239016 +1.7310963267365256 +3.180388002630753 +2.850313319013228 +3.109124584606936 +1.979071786007819 +3.2872693879471404 +1.366556592967837 +1.219197374022942 +2.556514566683212 +2.208080870935783 +1.183639936460616 +0.8909928648672005 +1.535412306755357 +0.9957771298196225 +2.452570014773745 +2.7275428813855798 +3.028690071783833 +1.632200053633568 +2.4318931822839134 +1.898653460533248 +3.474031208342732 +2.163932714402878 +2.4116123468758635 +2.5078137769711817 +3.3995766244447143 +1.4446342774244898 +1.2667170626496762 +1.5566162924986549 +3.55073475888918 +3.702625368118842 +2.738445677734226 +1.991478271502606 +1.9308802219340875 +1.9182956990611932 +1.9353371682122287 +1.9000275441933954 +2.0022613566777254 +1.8929903859055035 +1.454155159943237 +2.8876607196702055 +2.938829845853668 +2.6273648358956554 +1.602715991840298 +2.380139928465722 +3.5211317988735846 +2.561633831113309 +1.9175787600865597 +2.936088451954038 +2.5112823123675487 +3.096654615289851 +2.713146015572379 +1.128324905670559 +2.9804795129507275 +1.0584577001827753 +3.0016533723210674 +2.607632087397564 +2.665777487570537 +2.492501477857882 +1.740918999844651 +3.6830641094726424 +1.3058155589704017 +1.5573012487215543 +1.3163728224540012 +3.5489776125652743 +1.3150734381517355 +2.903415344459108 +1.5147885248538333 +2.6609146607507954 +2.073917121464682 +2.589011509673833 +3.0066654598887874 +1.1182785665815576 +2.5323365558775843 +3.0801354306336597 +2.3701426940470833 +1.5303130823289706 +2.2811678040698613 +2.5634775444556523 +2.313115172388379 +0.6742669690120536 +2.5148687817646707 +1.2530176263325716 +2.604268658338783 +2.160015399026525 +3.0878301827952477 +1.6910234649629954 +1.77697513154951 +2.7575952083807396 +2.584163620100294 +1.8835510593230789 +2.338977155941048 +3.588736827397983 +3.7357492582479903 +2.2806111062465644 +1.5578459710753776 +1.049762481450752 +2.4979697200654467 +3.293694792226168 +1.4432926550172391 +2.190253389175073 +2.1003384687996673 +1.3147757462650052 +2.3627161585107945 +1.6627173200048084 +2.905140459889992 +2.067873614497701 +2.8274716579457024 +1.4764259974859881 +3.1964000230774343 +2.62094226181849 +2.2386403545250535 +2.87086090060943 +1.9262918818409032 +1.902114155047927 +2.643108981697376 +2.011084550364082 +3.105045130717578 +1.7640996521061558 +1.9836274005610335 +2.697187473688884 +1.4087200349859919 +2.7872201076836034 +3.435991364375188 +2.6295416710436017 +3.1252798761631855 +1.3893687372938766 +1.9546397011928875 +1.3504352731490308 +3.309359065856151 +1.8084366273766868 +2.543040201068941 +2.5292190691034593 +2.1158074049169553 +2.7498922238167554 +1.587589956582306 +1.5897871517374293 +1.671855814809639 +3.365792822213054 +2.7296782037518423 +1.5876678512149192 +1.278317167874142 +2.280178006868502 +2.542767559492403 +2.264913366486037 +2.395992190200107 +3.3804908931252 +2.5488489354987593 +2.0447315472297873 +2.4988735823304347 +1.0470810924505338 +3.298191380656782 +2.2383973203836054 +3.2063309061416554 +1.636913708091628 +2.69778633666582 +0.9571816594328387 +2.9089218099849017 +0.9917687775516792 +3.873363592605989 +2.3295488960018944 +1.737887645494686 +3.3880306796262474 +1.1469451768777916 +2.3629812065859817 +2.680871900427615 +2.0239839313746506 +2.5943750454468693 +2.6770407827152245 +2.663260956571867 +2.5503604735860597 +3.1319426350498456 +1.8727374974618345 +1.0736384941521702 +2.4619391049693484 +2.2625018847872997 +2.425039567734626 +1.7009612343255167 +1.2659661679542196 +2.15293597653793 +2.3536499145537015 +1.94552575840391 +3.387123089812988 +2.696616346218623 +0.9503525416964659 +3.5366200434687163 +1.5938131659904353 +2.381181656140796 +3.3545884646613455 +2.5391852349008803 +1.501807222443616 +2.5701336142422893 +3.596743482959054 +3.6998508978306774 +3.3142049427837126 +1.0712643682063296 +0.62799372918538 +2.5137131120532294 +3.0321668129875214 +1.5139934738430505 +2.4391465428894548 +2.7340006335212292 +2.5032599156487407 +2.5354790226658848 +2.955031274280028 +2.7676761586475216 +2.7357953886912374 +2.2510704239410932 +3.3404193326870963 +2.947756001822904 +3.1328305484396113 +2.70392101028665 +2.981954377713827 +1.9687554444780584 +2.467647111731439 +1.8790539865509748 +3.38003452473339 +2.9102473037716345 +1.7922939424664006 +2.9064985389112237 +1.162997603026994 +2.468823864597799 +3.2849588325037358 +3.243262979292891 +2.976317768724594 +2.3488240055211285 +2.8427646401669695 +2.7930408994945015 +2.3231635400460537 +1.230697379497507 +3.3918913451285215 +1.8017038613187348 +2.7068227636889035 +2.115511238631838 +1.6866969721064833 +1.4330631314358229 +3.218366262126833 +2.705385067786502 +3.0878223915954965 +2.958489961804362 +3.2777109783065455 +1.7379638734776428 +1.7169675689077653 +1.5761443453051942 +1.9411458670272115 +1.3172921790670675 +2.72348025172765 +1.4566737895225352 +2.8245134810753956 +2.9748880804021236 +3.376366899038652 +3.1367660143266374 +1.324160244634581 +2.4295648188730388 +2.290854123588668 +2.496317384640261 +2.9333422588836426 +3.899521361640268 +1.8560012567544815 +1.4150070484315125 +3.6659038442780143 +2.8175181791665076 +1.1562036126120712 +1.6910234649629954 +2.0400273407641283 +2.3996234801579504 +2.4904344085194836 +0.810761802195031 +3.3488504074868217 +2.192856335795159 +1.8785662974959223 +1.4564863781656257 +1.4814842369480008 +1.6894432883944699 +1.6158350922561457 +1.8047319355909006 +2.946181972798355 +2.406917544544828 +1.9335461385438435 +1.4024247204205054 +1.3037491850614331 +2.271370056528971 +1.5359344427565405 +3.7012831207869357 +3.4466056022384426 +0.6404255121455251 +2.7369358429276613 +3.0205172703999374 +3.3557250484099255 +2.255233809257128 +2.1586234019131036 +2.1624403560009444 +2.8938301054905184 +2.0266054730880145 +2.6035091597252644 +0.9589326606473485 +2.3405062794277676 +1.935458117389288 +1.2723729088176492 +2.29118906125263 +2.911434447953146 +2.2281253223905604 +2.289671008987017 +2.7368613907487918 +1.8644388126614013 +2.1321145644334223 +2.2793752244782857 +2.736800573981345 +1.1795424606267615 +2.929767343145196 +2.6329848200626964 +1.9462317350931349 +2.449962202753969 +1.8550695162650743 +2.823509435985901 +0.2701984991307137 +1.2961669510168121 +1.285602036188772 +1.3563888250107468 +2.67055095387363 +3.8207906232486075 +1.8468085019329472 +2.6675071889637447 +1.6627879845251599 +1.6557592685350435 +1.1592283116191369 +3.610733621786246 +1.7575310889420193 +2.7822076371483346 +1.0633329476379678 +1.3576475489099133 +1.7385468634159609 +2.986537459077938 +1.824625826009255 +2.855899223135221 +2.1288490902452297 +1.542622670237388 +1.2195205295184859 +2.1216105697412857 +1.5813068266989343 +2.317057913701972 +3.365667841634384 +2.032691413758579 +2.912472397933571 +1.6833399717997612 +1.0908763109885242 +1.5034264825875263 +1.2811226868742218 +2.75276423952846 +2.5827257932007397 +1.9943023911543722 +0.7767107602663322 +2.601904655243779 +2.157226336977547 +1.152102804810556 +0.8463076610936711 +0.725951846586062 +1.987409019197571 +1.7635779202583282 +3.2489840250548796 +2.4949429116244297 +1.2076747720443728 +2.32414188487527 +1.0470810924505338 +2.8352727414348493 +2.77542747785886 +2.7931940544928517 +2.843076957992883 +0.10695889765793834 +2.2056360271741817 +1.7094265849374959 +2.102500499864028 +2.704688520035976 +2.1873644537347854 +1.7874352139377963 +2.8439105688481434 +1.3087453093629813 +1.2834126359971763 +2.5582844456973555 +1.5398982744742187 +3.1768521275064665 +3.089678034700342 +2.608712472213408 +2.77934285493149 +3.343982159981601 +0.10695889765793834 +1.36357715084777 +1.3020510763738196 +2.709034952571454 +1.9601702090387454 +3.3494366807171687 +2.4119113255934996 +3.942586124166148 +2.435371801230763 +2.576671643432049 +1.358882510453155 +2.068238265893659 +1.4299989898906693 +2.892215390416937 +1.4601092556988564 +1.825210876788155 +1.8695453296751694 +1.6535342970149778 +1.6667443990602602 +1.8302381857744017 +1.517723799801808 +2.6391553143181903 +2.6524447689555073 +3.7546790166837156 +2.405402453471611 +3.3047496794826032 +3.4499180215766643 +1.517502158208975 +1.2048718498319022 +3.3961711514298667 +1.8592251397319628 +1.156611997551645 +1.788572472225539 +1.173906663261878 +2.707508681649556 +1.7347390207005156 +1.8452674505548912 +2.134273119652392 +0.924807280154703 +2.1912523126148202 +2.96937090841057 +1.5859491482453896 +3.184827733990399 +2.2024075634469096 +1.283709514024194 +1.1067332201948408 +3.605183009297347 +2.6249656764227747 +2.8739462658883115 +3.0970530716629896 +2.286629608358058 +2.6198210450171144 +1.1485951118163416 +2.9764949700564465 +1.131502532857394 +2.701985612611405 +2.653624109545987 +2.6955621772221887 +2.6905210280253047 +2.510437372070501 +2.088850570166589 +0.8520872123819747 +1.850853223806357 +2.542657944134865 +3.391727030639364 +1.3072536692491126 +2.9418104532820646 +2.9936583266374512 +1.7498441526285584 +2.8357595668194713 +2.70392101028665 +2.3488483716591295 +2.9775569420963492 +2.207209190939774 +2.112242111225977 +3.4858915607820182 +2.0239839313746506 +1.5017746203949491 +3.2153400295277006 +1.1156119492828702 +2.9706095247461923 +2.6904484415916134 +2.3112339306991547 +2.73019299306851 +2.2706668526999687 +2.723303732360495 +1.126681160218232 +1.428560704638533 +2.0068251485166093 +2.932104417748015 +2.3415832915318484 +1.697816984950704 +1.954472012724244 +1.8954445362549313 +2.5420732165984994 +2.0945921904688274 +2.8782533060339226 +1.260988839907168 +1.9571842641131298 +2.139111076916427 +2.7318689829933165 +1.6837040021226162 +2.9029290013232654 +1.3716011992655353 +1.72357710147536 +2.6346674343328513 +2.7537571020056975 +2.50717059042513 +2.3848377608724123 +1.4905825007399327 +2.4956690949099913 +3.1955959121130344 +2.7040898081013474 +2.204545856117094 +2.3628397207560137 +2.9367390812894634 +1.8790539865509748 +3.2035714303252076 +2.7742020180900555 +1.8688395525354036 +3.0168938468615134 +1.7856768677649835 +2.4727980266277294 +2.7268276639157736 +2.278689783148565 +1.1871018399861493 +1.1544812736448749 +1.4095068842412193 +3.0197001168505357 +2.643275517015699 +1.2741297011294725 +1.4132073816483257 +2.5180360394719576 +2.10578079541433 +1.2474795095714806 +2.464455535389296 +1.2827757782578197 +1.801243733737005 +1.9026863976563178 +2.8703617852235634 +2.523382032969806 +1.3383769925443696 +3.260725924131214 +2.331508621361814 +2.1929012187302472 +1.8020951546261494 +3.396344710213334 +4.0744654018255995 +2.5838705627260126 +2.533120522414249 +1.6294533484820908 +1.5694918523086991 +1.7570662408811375 +3.5206593917612126 +1.1886790644937408 +1.1938967405051963 +1.7645756315602705 +2.428522079074327 +1.2988674842660628 +2.835116615824549 +1.1686989131607977 +0.9053019072277297 +2.7330252296901416 +1.9713500905746648 +2.347596011161751 +2.3001979499335197 +1.2636980754529201 +1.938007363554846 +2.2552775587325478 +2.3666622547953273 +3.468524571182603 +1.5481242172943928 +2.656677028352116 +2.320580454030213 +1.7934243657074245 +3.058226852026342 +3.043355868828907 +2.8368769925349926 +2.539185059884641 +2.1618816833451704 +2.8199960252654117 +2.3081081785172772 +1.6899087240741428 +2.009065460113752 +1.9396137134988183 +2.119088854222957 +1.7262925551330928 +2.13489887231489 +0.9415824996250233 +3.090221163924572 +1.5201360919490943 +1.791035878361114 +3.0393512553146076 +1.8133239644986494 +2.590398375263017 +2.5362916720302957 +2.883624553593939 +2.2701979474237275 +0.8379864322658658 +1.3608636647964736 +2.0907557463965243 +2.281787968352322 +2.3215916261119895 +1.6355700621448779 +3.2184282406762157 +2.347910568806215 +1.7476621656529467 +1.1284252982291207 +1.397064365889715 +1.968101383708297 +2.2151724145703184 +3.228282615934361 +2.72573363829245 +3.2770703113005397 +2.037507011909029 +3.0519721840883456 +3.3574399000173245 +2.035489106866716 +2.0701546638193813 +2.5917502712648104 +1.3383769925443696 +1.0527824515762496 +2.267985864375783 +0.9925957886083371 +2.882997237950492 +1.3340710338111532 +3.2226929161155224 +2.4035239903110255 +2.2198831874076315 +2.178063435138046 +2.1447811458742323 +1.0736384941521702 +1.8322796681658746 +1.4047745748276852 +1.3248248315717739 +2.312581166559848 +3.604749046120608 +2.7914717985570054 +1.2159362096433313 +1.2773935565615968 +1.891575545587445 +1.7100803373753062 +2.2151724145703184 +1.0268855936996792 +2.7916666483676886 +1.1644981486341255 +1.9403249690534512 +2.932559147086148 +0.99423576598361 +2.623790989037173 +2.7831146212655153 +2.2674140719398 +3.4822999469219678 +3.6867048072082955 +2.8126971805674645 +3.0844906076091023 +2.4137020514323715 +1.4990326163595509 +1.3137912234275468 +1.4959369517914098 +2.20702324350743 +3.268936615006292 +3.192772540141617 +1.7636968530408026 +2.118011430047526 +2.653089942666571 +3.1549018034393805 +2.2272851038123975 +1.171904608599281 +3.1459223314225477 +1.7478256267014585 +2.505358476035959 +2.520943821286693 +2.481431318215875 +3.209236456485576 +1.948496555834519 +3.536427705767125 +2.6567352020566006 +2.3160459754817917 +0.7980041088117483 +2.151920257927674 +2.4808495519138156 +3.08394713572119 +3.002249776038808 +2.3713532289293098 +1.8891799248739105 +2.4320797719607246 +2.7015157822489413 +1.319133072153933 +2.78232243667272 +1.5105575455995273 +2.174782419408489 +3.4432633267292867 +1.6061401043143304 +2.6899042113660805 +2.4714492045604923 +2.1473841787106194 +2.9873997988383105 +1.4652396904848006 +1.766584157302796 +2.78042824988538 +2.9851071994221448 +2.626409785218175 +1.5180104586337881 +2.087405255085161 +1.5602306113294329 +2.1291420638478864 +2.635771270212325 +1.5700221002877797 +2.3560777333534006 +3.0734917873893264 +1.7215962920057264 +2.3328418153038837 +0.8870304269036041 +2.3607316730789383 +3.690929812519735 +1.3492644659477535 +1.9898794878203894 +2.5350959675424645 +1.7752405689875423 +1.7965107738878163 +2.5316250155983275 +1.5415915086398926 +2.1443243992230205 +1.541502966316115 +3.1013372329359528 +2.205453181931382 +1.3025451553402894 +1.1549746023501661 +2.40821174241329 +2.1764990663260093 +1.770732481720197 +1.5031880532247992 +1.5472418100254335 +3.0203565297933075 +0.9396085354378101 +3.7818196825915864 +4.040841996700248 +2.7722866020101358 +1.8847864193132364 +1.6667978158744468 +1.2664649615524424 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_DUAL_bias_1 b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_DUAL_bias_1 new file mode 100644 index 0000000..ff3776b --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_DUAL_bias_1 @@ -0,0 +1,1186 @@ +3.0987353080771305 +2.1882550100869556 +2.424799561999765 +2.5276214979529823 +2.903503319221524 +1.2425663386039603 +3.0288848836445457 +1.776496055429154 +2.328144036804567 +1.5241546864339617 +2.808239293094306 +2.7591706781993204 +2.8469768994473923 +3.489556372712154 +1.2135412283979168 +3.7344141096799914 +1.613900857483078 +2.48761558537686 +2.578180906056416 +1.8841215843491221 +2.3032737446694496 +3.275397820811512 +1.8636437454569257 +1.4215045069085483 +2.8872269780073885 +3.409086069618837 +2.594019681971457 +2.058634155727293 +3.292027981256108 +3.2632497895266224 +3.3712223394743437 +1.372491124980041 +2.4515196959688463 +2.0992489689550324 +1.327866791247662 +3.5787981043564376 +3.0655486621046126 +2.485159755408779 +2.9373975503574243 +3.1029420372968213 +1.7577996711710566 +2.2600801423290005 +2.2776063668540245 +1.0529370357262449 +1.4108152514817955 +1.5752067251294934 +1.5649424685006008 +1.4945364462076494 +2.6467680533115083 +1.6382433539639953 +0.8872976266317956 +1.478137931388936 +2.9764864745585715 +2.767461855522444 +1.2556655806407848 +1.4059059524885225 +3.0384977413811933 +2.808816122072319 +3.1770590670506005 +2.5705274002374088 +1.703788337730909 +3.035936991380912 +3.009122126862481 +3.0190673635941767 +1.6341355523938066 +3.044616098554204 +2.224744064538297 +2.215637046412106 +0.8172810935819537 +1.632716690427787 +2.863132433772278 +2.7316226723744435 +2.784349197454821 +2.7157270440416825 +3.6514732463423307 +1.0242838447275675 +2.531819397572144 +2.0301754560174974 +1.321568153494893 +1.4023593044690008 +2.071690993538019 +3.0581382947315507 +2.6658255880653314 +1.435938339329855 +2.8007046289909026 +3.0049299743060494 +1.014640272220193 +1.725012465956385 +2.608356394596872 +1.9067815240992338 +2.09899549409886 +2.67806195025286 +2.0647114030733045 +2.5227966781345397 +2.6276692720917794 +1.5389086275100896 +2.3785293596404156 +3.0258222418690197 +2.2532442087223403 +1.3118063640494158 +3.015986054309693 +2.578882118504116 +2.556593243733826 +2.899330131808497 +1.3115522808859608 +1.4777682350333285 +1.3754824292336683 +1.9290922889864335 +3.2993710944238934 +2.304170472366882 +2.898799447498834 +1.219728918038983 +3.36523375754266 +2.9455347802441185 +1.525463433872193 +2.559470319847661 +2.3081315213745572 +1.4759157550984408 +2.7516202996475525 +2.1952029740826933 +1.2406628778217808 +2.1340543426639726 +0.8893913934511426 +2.3241899835656623 +0.8985049546775938 +1.8132661130164003 +2.450497094662964 +1.5243466330921491 +1.9945402189975274 +0.7820082174222129 +2.753958623420496 +3.0631967893906307 +2.2700601624470966 +2.2928643939202566 +1.6553582598723897 +2.021007612964069 +3.0403142336230635 +2.551270390854667 +2.673675326648008 +2.843725703744403 +1.5801012999385393 +2.2059610326678936 +1.9014630186127057 +3.8365101856342796 +1.5580100304645053 +1.2328616387253972 +1.0272962540399835 +3.032049526421443 +1.6545447100491308 +2.1061300781914425 +2.5987928401135925 +1.2148185311711945 +2.8964763243653886 +2.0446554485763238 +1.485017959061015 +3.0840096940139463 +1.884604561816361 +1.6729933649270043 +2.505512677028019 +2.460905400213109 +1.4583847692703944 +2.0869425756187576 +3.3871070866340283 +2.705794025578722 +1.5820924083843102 +3.150426729031248 +2.124942171025878 +2.1035412422878035 +2.995296638208134 +3.1671985511208844 +2.927119403415442 +1.8712620979938714 +1.7900593799980329 +3.087885128400589 +3.235267221419253 +1.2019610467817798 +2.7717432950297813 +3.1782802445153324 +2.9953022900916397 +2.3739648524220955 +1.7338648639610235 +1.4275709986080931 +1.4486693490396971 +2.770647165078962 +2.7090061300358643 +2.023988939922673 +2.8116305057868196 +1.4997661183043876 +1.8797719064300946 +1.6345709869306473 +2.1793222821092484 +1.6043093583058385 +2.833446459555251 +1.0527330075658172 +1.3224265522913143 +2.8046365260964845 +2.4573537604394855 +1.1111622396493508 +3.3158498077442857 +3.375698852215971 +3.155381255936596 +2.3987083819292487 +1.997228575492481 +1.109911137048604 +1.3146426459298675 +2.0130267842661924 +1.8476448876462932 +2.5866649633118457 +1.4637426328680276 +3.4526924053124395 +2.9110146313668177 +1.9281885201445297 +1.445247966891609 +2.3645134235491496 +2.6322839313014224 +3.0832428046325453 +2.255336737189097 +1.2780561770248742 +2.004272972080672 +2.1979197436449134 +3.447693941133341 +3.3022275598013104 +1.567648458485755 +3.2377709274908724 +3.2878714833848166 +3.090580794961198 +1.2768006839116648 +1.893190381950876 +2.5712292910292076 +3.2259305350706162 +1.530466803682843 +2.926070573262557 +2.5708173203610922 +3.115897795239942 +2.881040078562191 +1.1380293043027052 +1.6987612633664002 +2.308266273845609 +1.3326522873293263 +1.3375573959144054 +2.6949767755878407 +2.3813171319298614 +2.1491061987234 +1.6194795355010747 +2.205122262593334 +1.4863635274684426 +3.2122988706609266 +3.350950100346499 +2.677415626648619 +2.037279161745891 +2.6072897398908013 +2.7961938835124176 +1.8699575635938697 +2.3152003986134058 +1.4567471095771154 +3.1172910403976477 +1.5467778923392153 +1.8198511899178471 +2.9499622607036686 +1.7632736015556938 +2.633565481882924 +1.7610420963772595 +1.1332484948089128 +3.1889399357892456 +1.8799540587659045 +1.2144712594209177 +1.3372110529610575 +1.5993914282157893 +1.6852323294238754 +2.526962364808267 +1.4909605388682903 +2.5185008811199188 +3.303385624611228 +3.22457364665423 +1.7676117432263667 +1.9979382393166225 +3.3931844802919735 +2.817032723434471 +2.1382194916339587 +2.0677652387748244 +2.813597099052411 +1.3539961417029203 +1.1340558886360477 +2.1302202709315936 +2.2587263991755164 +2.929974211694552 +2.7337927084341027 +1.365546758669687 +2.575053232937618 +3.2800091752116964 +0.9575662349115039 +3.2655775193939665 +3.6294643306561243 +2.300130529584365 +3.4290916715086768 +2.58737689931401 +1.5089790650924084 +3.1750839299171107 +3.2682063627217186 +2.779717052925394 +2.2277136531187245 +2.74009755561296 +2.55895781357728 +2.0779267818377742 +2.1431876912591474 +1.265936715120692 +1.8808714088219691 +2.707093082551649 +2.4216097658670175 +1.9296659603299497 +2.8449140012308662 +1.7422669975445493 +2.50933141919323 +3.2697260089173197 +1.6880123999975332 +2.1382531419344795 +3.3466565854808334 +1.4892872550257492 +1.7338648639610235 +2.173927452408137 +2.028970864789898 +1.6729933649270043 +2.425103079746532 +2.96557499711249 +1.4352210370318106 +2.3725214095947607 +2.4806396209194936 +1.2510382071193014 +3.1172086330078015 +1.537588079643129 +1.5505603995369317 +1.6290213947021928 +1.5677029612285605 +2.1450333441566642 +2.6143036354106646 +2.917811200641043 +2.0570909879716335 +1.8750524455857724 +2.848312165482564 +2.460905400213109 +2.721390696322662 +1.3224265522913143 +3.069006168051102 +2.418755478426421 +1.9957826903981477 +1.3884688291304728 +1.9469776875876108 +2.2342405939691683 +2.67779717267015 +2.656488491071922 +1.9028424989667907 +3.0656313990142063 +2.581036494154268 +0.9200451921107413 +1.59951539973333 +1.5447048103307097 +1.4857680707673726 +1.3038275037213958 +2.4399812868233073 +2.7170917520482765 +0.987546215364304 +2.888108869949339 +1.2055401635499876 +1.4004835882522793 +2.511206496315224 +1.8953076343530448 +3.6369461589909413 +2.5781956147374174 +1.891755589291629 +1.4692038842045676 +1.2328616387253972 +3.4699220430542637 +3.8581413548348493 +2.8246148556175767 +3.220723163321874 +3.1332734896037184 +2.9567015726257244 +1.5286691985033711 +1.2811566154888339 +3.219967721389263 +2.6533999753785107 +2.8693174258142102 +1.1926709732191898 +2.9959238739272607 +3.027780947528212 +2.9905251399866573 +1.4414748704744982 +2.6281081186527344 +2.3356039071498262 +2.338869635083332 +1.315308618643619 +2.257368699126118 +2.1214274986195214 +2.505992183056642 +2.3402778049050723 +2.8399518228366154 +2.077852552859254 +2.9651181793798886 +3.52734735815414 +2.102352823355453 +2.487061441787403 +2.6741797896968427 +2.707350811697943 +2.358093379819353 +2.2303038365468275 +1.3281095629707576 +2.9175490915079503 +3.22652439510514 +1.805090581192557 +1.860992255095522 +2.880030314720312 +1.4843281306419787 +2.432013495589048 +2.16086256233439 +2.3020474122508716 +1.8352130057980662 +3.012639728031237 +2.2199966185033024 +1.3110851481930235 +2.7104087087682953 +2.647819140115997 +3.108556498565987 +1.6587430732473958 +1.3323029894102862 +1.6975363656956317 +3.101547998446188 +1.211203614396914 +1.757730546295437 +1.5962487851524154 +2.6874430657738078 +1.626062488729244 +3.0704367710793576 +1.8736209475857035 +1.3963106780025618 +1.1602328055159805 +2.6250040033209094 +1.1543886364419953 +3.000648772738196 +1.150309432065224 +1.5553821421012968 +2.4456755787311346 +1.0542812535121053 +3.2172292971904612 +1.317674448514357 +1.0917291803851403 +3.6836175705755387 +3.2147655810452074 +1.4178565866274795 +3.1661190818614777 +1.9385849321108464 +2.742427654172732 +2.1780850591762864 +1.0088047261325368 +3.3194755698860807 +3.2471324265125667 +2.853706646810292 +3.01036731147287 +2.836581737891435 +3.645871420711742 +3.4922219096178884 +1.5419345599151557 +2.9993892881622384 +2.7285797324090986 +2.8906001830512977 +2.0223122664034325 +3.212302693529532 +1.063276999990437 +1.3539961417029203 +2.1431876912591474 +2.2783934826398986 +1.0593895892988743 +1.0619326651276007 +1.4502579002976168 +1.5372697930758055 +2.4945457236250226 +2.4868247914887216 +2.806654223709419 +1.3387378616686227 +2.5784762803853543 +1.7403435488221457 +3.1870649053634663 +2.216477011136455 +2.351050851421175 +2.1299703138108157 +2.9408963690660284 +1.3085973784544318 +1.15106826859954 +1.5149007657812392 +3.303853655989091 +2.952937559475062 +3.1224949996563547 +2.2924577038836698 +2.3808200402581545 +2.366811325047642 +1.826914707629252 +2.099752435879028 +1.6835879236249576 +1.3131451490200416 +1.6984164818803467 +2.8644569861787796 +3.0199204142160156 +2.4860812851399006 +2.334644370905371 +2.299389562493433 +3.343972097319071 +2.5049983970622405 +2.6546141759462736 +3.206194123682153 +2.5049794702083603 +2.9667316338611887 +2.9659043372418266 +1.1383348668306523 +2.9944857713575685 +1.0144545610267113 +2.596134947380727 +3.3617093695224978 +2.3142719447578775 +2.4244051188802818 +1.6414088627437369 +3.5548590667679885 +1.4469392762334814 +2.0051490299783636 +1.4731592582606317 +3.247751888126182 +1.2110102100000855 +3.2305937474857824 +1.9472607768344843 +3.0319702914695474 +1.9690757018902503 +2.6588048314191988 +3.114366287024029 +1.4125195354068099 +2.502982844198624 +2.7010767110177896 +2.4261529676241227 +1.3340893535527925 +2.3972467507136703 +2.958027756100957 +2.3182426724219107 +1.0194990065586171 +2.8804829454686827 +1.086603027729923 +3.0044795070591337 +2.7713557483559 +3.194157399342766 +1.9385849321108464 +1.3771576472162885 +2.821411244591099 +2.89414122999972 +1.5991083689370824 +2.3943648500438024 +3.0345257361837925 +3.4470251572760047 +2.2219020812252115 +1.6712518868567654 +0.9852293669906995 +2.5736963705360907 +3.5788252311691653 +1.2555750480536358 +2.7516615381426006 +2.613986707928992 +1.5985230601716096 +2.424799561999765 +1.438441154088144 +2.6643405979857055 +2.2369817748393253 +2.668668605937593 +1.1313219312867602 +2.8516263349362347 +2.475797590463591 +1.9502642125322256 +2.9852830640767922 +2.420702525808048 +1.7338648639610235 +2.3809694237921115 +1.8623949584265316 +2.8291744512453816 +1.626062488729244 +1.8755759738020483 +3.128310694783284 +1.928254540249072 +3.015835774683786 +2.8301562100652835 +3.118363237344162 +2.99514806338513 +1.1924477956430113 +1.939315463869955 +1.1682234946632477 +3.142561420308774 +2.098860284862785 +2.607967896930635 +3.125803526920313 +2.1562599360640853 +2.462112642328543 +1.442365182249594 +1.6297956215310647 +1.8151730136905613 +3.1620762497967756 +2.660887642489542 +1.545813365555018 +1.594927848713935 +2.205450019569713 +3.085880673031106 +2.7566682934467477 +2.065261686366619 +3.24761092603498 +2.627425684519332 +1.9131350316696318 +2.675809272151258 +1.1378636657848205 +3.003042007173025 +1.9941519872003401 +3.0472034819675384 +1.685612221808392 +3.069529014208084 +1.582112244434949 +2.69755777019955 +1.020474147337159 +3.4314611640719397 +3.04092888264662 +1.3968353933224007 +3.3316488266058917 +1.2121285678014357 +2.530068893913704 +2.7346832829680583 +1.9290922889864335 +2.49123374475109 +2.308990307867388 +2.7414256238785746 +2.5654406129253533 +2.886166896884979 +2.0302596034460874 +1.5962487851524154 +2.3726395282385253 +2.3694417923216706 +2.734870919052434 +1.7205194200059921 +1.5652622355824621 +2.128096976536454 +2.4450336182360783 +1.9191287918265867 +3.4952305438203397 +3.0810359023187694 +1.5215382814763578 +3.358885407203123 +2.1825347243338378 +2.517281889915993 +3.0111937332182728 +2.855573212255555 +1.3706440354753113 +2.5010430661000957 +3.444930892438775 +3.5086279616836222 +3.278294963647801 +1.3015594626689744 +1.1850777389025084 +2.5371921768932904 +3.2628048705846204 +1.3337712876241703 +2.7926853244536387 +2.5212980551878466 +2.320968396820274 +3.379968504648866 +2.2709844159179426 +2.8796545421318904 +2.520911993829911 +2.243019004766949 +3.4468825506694563 +2.6862801393503544 +3.3117435181276083 +2.584918341058801 +3.1369614663202703 +1.8729686387768738 +3.332143485154327 +1.8686100800180783 +3.315692273798575 +2.8623238309252144 +1.6149504078422603 +3.0721693126555802 +1.2812809205045708 +2.468921478031354 +3.3639933177138546 +3.2064065504026535 +3.1255324959407815 +2.4415614715924057 +3.140344052579119 +2.7399148571891723 +2.516267989085293 +1.4941980574093099 +3.311342269320731 +1.8637825959414265 +2.3353515632647808 +1.9472377325246075 +1.8245406364863683 +1.8324337588022415 +3.0800212784701775 +2.238566517827278 +3.1321610913022835 +2.914825965953771 +3.0627047146564887 +2.0522678340998577 +2.7303568791544377 +1.442756671865776 +1.530439307006353 +1.1599844282948744 +2.738827987216451 +1.312427859840677 +2.8691045563601687 +2.977611903538733 +2.8847812146417287 +3.203232817967122 +1.0942715017597853 +2.67771418909596 +2.48665484857017 +2.1915061015347863 +2.9499855234704815 +3.1706632974404503 +2.357430725554789 +1.0817279360056087 +3.5460782312574812 +2.7784218018179483 +1.2987118226356502 +1.9385849321108464 +2.2783009797698877 +2.764450288695689 +2.743702642327512 +1.0807721331570115 +3.4922957475376406 +2.0474815222963074 +1.8695362928091082 +1.8372101089735 +1.7211249271629714 +1.5879251827282204 +1.3100303078709035 +1.6517186480799746 +2.4295111070754394 +2.469399607087949 +2.3322445218093297 +2.3320187980327205 +1.450313823375533 +2.101935724748851 +1.7312706260060828 +3.475657708163213 +3.421447051027174 +1.038099329896637 +2.3369627738464525 +2.772172591360802 +3.206886486230533 +2.617643143498281 +2.4017528890559072 +2.571723614614226 +3.021286528018729 +1.7400266836075216 +3.1147847516307454 +1.3916373745554504 +2.1518406090913906 +2.493556693700583 +1.1602328055159805 +2.1589110637747018 +2.901114047886105 +2.385878135470659 +2.2020793074990017 +2.9851690591694435 +2.0196212555056876 +2.2687989245981264 +2.3411465627182704 +2.919724869725489 +0.9370949876029251 +2.4840969857399116 +2.4204306628649768 +2.3798098238034924 +2.2350554917067873 +1.9111591985039156 +3.0456790926620054 +0.7431439822580539 +1.4345990938353108 +1.547531339450187 +1.310547756797785 +2.4774084127597478 +3.2940889763488377 +1.3280166641259745 +2.417619592706599 +1.5936713331309464 +1.740837888928233 +1.2249284992587355 +3.4648444239559453 +1.5514528220337878 +3.0246341800464482 +0.9575662349115039 +1.0485800173024582 +2.031496264882807 +3.0124755826211564 +1.841711923365058 +3.1498263931426016 +2.74174213438631 +1.4121462724197922 +1.5223700786768801 +2.1573117871772407 +1.4889482744654208 +2.2151681651391644 +3.1212603522265785 +2.071154685393913 +3.2649887022446356 +1.8799540587659045 +1.253365502373998 +2.123675969129165 +1.1702225341815504 +2.80823910916967 +2.6555876893680286 +2.1998563951317367 +1.005104939901845 +3.212635205338083 +2.089288311672596 +0.9933804487560769 +1.1817941355494224 +0.9277317925207413 +2.0884044514514972 +2.8815327613649324 +2.9380160724077786 +2.9420289903398693 +1.067474352916536 +1.9504259532252053 +1.1378636657848205 +2.5000866580502357 +2.3884885056043332 +3.254139571923255 +3.0881091251231956 +1.1022072535996053 +2.307290004908186 +2.7854636916653637 +2.0959961398398157 +2.469251984745979 +2.105145606872091 +2.152248874953111 +3.1023372740802566 +1.8544694082951927 +1.0056808648296842 +2.8626384241699534 +1.777529758674512 +2.594943078804216 +3.5893408081351 +2.799980930582551 +2.8606675646981046 +3.1429779748810525 +1.1022072535996053 +1.350063272809528 +1.2997657095653898 +3.063339716714145 +1.5455546558068383 +3.232947378071891 +2.5491989824277126 +3.527521849783432 +2.6351580538653607 +2.840451719497414 +2.0208469011305423 +2.1029255220426997 +1.606115163316142 +3.085363147914982 +1.2282100140030419 +1.7205776396785797 +1.7143505857167511 +1.5098913997876224 +1.956599403953605 +1.713809111689689 +1.3842626763933235 +2.644325882014368 +2.4725759325076853 +3.3182353737496895 +2.124612084574374 +3.206289116689849 +3.3137493208326863 +1.2824960729053902 +1.5103026530773382 +3.0796979209260833 +2.0937083838431145 +1.0784329603975924 +1.396554874751276 +1.128788076532458 +2.347545688774071 +1.9687943071924954 +1.6073860453624689 +2.2403460013779926 +1.0803959478062541 +1.9672666646251824 +3.666932451179389 +2.570801062453143 +3.5111848139969313 +2.56893222873458 +1.4335336922580215 +0.8215752571452062 +3.6638248529201562 +2.9251783876276254 +3.0949549272185 +3.193730059373216 +1.6592276647245459 +2.308954432152543 +1.2885920390719183 +2.83111039947469 +1.6556696313102237 +2.216405920007626 +2.762496031054224 +2.460905400213109 +2.511959440787896 +2.5752675235482694 +1.6863032161648002 +1.3106106160107387 +1.7394954331196866 +3.173567310750469 +3.201878504241079 +1.4231913551995445 +3.1408530256083482 +3.0782713312223944 +2.158519911332439 +2.9098079071930627 +2.584918341058801 +2.1105426101964597 +2.773857472321433 +2.3957724800287807 +2.2156516928217425 +3.383738118309913 +1.9290922889864335 +1.6508619708244672 +2.7953083864360133 +1.3796053747571373 +2.595224940227352 +2.687271551997307 +2.5162543119587233 +2.883746538890732 +2.748222880401783 +2.681203596561905 +1.1067264221397732 +1.5357857712608074 +1.8987677851445706 +2.7024645514584895 +2.1787971617745443 +1.4043222237585147 +1.6854423322262302 +2.160284136822834 +2.7317313781180754 +1.7305861492197894 +3.043693037973046 +1.3872437382873024 +2.7658169124448877 +2.01416708761205 +2.714549336370725 +1.5745643261582538 +2.978228827839435 +1.3757776457603517 +1.4484950949625348 +2.696278990643958 +2.5238242601555734 +2.441509065316271 +3.1804322387439643 +1.3942085952789176 +2.8578955161653647 +3.1410810325185174 +2.8195256496750782 +2.7100273134185953 +2.6162814974005046 +2.802476470110823 +1.8686100800180783 +2.9204667150534824 +2.856034675230452 +1.8132661130164003 +2.9337383728839104 +2.0127482829656396 +2.505998799417064 +2.998126325607099 +2.6053406132165855 +1.2656768507727598 +1.3186817176357013 +1.6422569799558817 +2.6309759545239304 +2.6004685109832226 +1.2254341522202221 +1.9962865819724396 +2.7240199731023824 +2.4380075590330343 +1.2584902600871923 +3.122733278554684 +1.3808895176924378 +2.023295939791362 +1.5901165215465565 +2.6412678402349714 +2.3475606539036242 +1.4896957865972973 +3.3047499341087465 +2.6079024010488387 +2.315464302780242 +2.1840488504044258 +3.257379020661679 +3.494369691119667 +2.479439031331696 +2.477897163160478 +1.940785462994731 +1.7818811286929992 +1.381683144579073 +3.3761705835856857 +1.073085154150716 +1.1317180731653291 +2.194217337190362 +2.4015822786297467 +1.5242931956384704 +3.1552400859279923 +1.3656219748555174 +1.0676917331101867 +3.295818411991462 +2.4515516613401633 +2.623182691996331 +2.3091728821181636 +1.232733183819018 +2.5012020746518333 +2.574495821319575 +2.70202662260771 +3.5785850747830925 +1.597344528160833 +2.336279060351101 +2.7262910389592108 +1.4892872550257492 +2.8954280455596413 +3.320020142628435 +2.790202601798292 +2.5708366185495986 +2.426110762192968 +2.7757867991205862 +2.318257477861491 +1.4726315584749567 +1.8869864539290657 +1.6690208746186412 +1.7676117432263667 +1.6462742808981508 +2.5011290017108547 +0.8496504669578684 +2.9519099870737078 +1.2529666300512452 +2.0717277151069613 +3.207845832818238 +2.719728100519134 +2.5759955323683545 +2.356316777419525 +2.9829182291931673 +2.897455249556819 +0.9486149160178539 +1.537588079643129 +1.7862056171343084 +2.297027464930366 +2.0873270152035697 +1.8125096576780497 +2.817511694427369 +2.2859303124880217 +1.7112028237414216 +0.9929099087944708 +1.4281405432045013 +2.083180700977506 +2.2299847777590776 +3.247122315894187 +2.4784662620911257 +3.2784983415178592 +2.138888431906258 +2.9087677708729913 +3.4746696244074133 +2.1222670816803326 +2.851082933353823 +2.859879757788079 +1.4896957865972973 +1.4377811486840943 +2.3401923664142172 +1.316616965184025 +3.0925732367442893 +1.1019076717037781 +3.186679887561888 +2.68451254312183 +2.2424494122813052 +2.150272128008565 +2.325354939268194 +1.5962487851524154 +1.7273116274576914 +1.4918212770300376 +1.3102366760926154 +2.2901323714357256 +3.608571197503032 +2.8523349589573135 +1.3395974567253837 +0.9613292020158741 +1.9959667031212318 +1.439745010830165 +2.2299847777590776 +0.8486201534045514 +2.8631802486429168 +1.5019895693235636 +2.3537100929566597 +2.7602643419356467 +1.307567259765409 +2.694337880686661 +2.310614175951236 +2.473346586187801 +3.879248012886043 +3.593908007724729 +3.749633146944959 +3.1268536058215792 +2.066559852378013 +1.3291243223634448 +0.9294452988245676 +1.5757430913284063 +2.1814771859791042 +2.982439491820914 +3.0168314099098077 +1.5781819510536494 +2.337381734560411 +2.1782837170620617 +2.8426605207530926 +1.9704840233401049 +1.2657263660077906 +2.863550185293381 +1.777785003546134 +2.6480682618494025 +2.263747804832286 +2.9019999450144143 +2.987655844746522 +1.7863328526829436 +2.92820196697261 +2.664771415871914 +2.224420339982476 +1.0590855624132032 +1.8317835702027967 +2.616341388748694 +3.0280240989154805 +2.723023701070941 +2.3042215065081133 +2.277730040879475 +2.6806978766338205 +2.8069780037970538 +1.4572127251645586 +2.713781578391121 +1.2645971974552066 +1.7043588002342915 +3.146688532149567 +1.2552058801852293 +2.658695775563526 +2.486812814968276 +2.1556314563456818 +2.762798654626808 +1.5279828618741533 +2.113564960370596 +3.3703365436970536 +3.2629861322881775 +3.0944488181493126 +1.5189926004218042 +2.9218364462079602 +1.785095625221514 +2.4214967229169115 +2.235555146156852 +1.4204587189023934 +2.0839365304185455 +3.253819361577053 +1.8181514045867966 +2.100309110409544 +1.3472823913229885 +2.55112681708269 +3.044500609904955 +1.1864532657092615 +1.7887039896183405 +2.4770353998014967 +1.3625090260858381 +1.6688212567533798 +2.798794575076109 +1.7448659402697402 +2.282830017191108 +1.4607410753883328 +3.4051150329995457 +2.9725082580225806 +1.124485465029087 +1.0305001289585338 +2.6416153510561027 +2.318482170213217 +2.110795795713727 +1.7897191832018975 +1.6449593956081314 +3.2163111458557436 +0.8052332915647327 +3.477502143997102 +3.390059865194358 +3.087855471014144 +2.0406116179919582 +1.7427963448703396 +1.4616680413401206 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_bias_-1 new file mode 100644 index 0000000..a412b2d --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_bias_-1 @@ -0,0 +1,1186 @@ +3.2296569237400736 +2.0570069541367393 +2.265857713629288 +2.5228136512913912 +2.7212881907140463 +1.0402531109569746 +2.533883477778632 +1.3519996524589553 +1.918465658344382 +1.7524195195774217 +2.210271163913644 +2.383459338041138 +2.4299582495090166 +3.9350784028973633 +1.123890555127053 +3.1035459440338538 +1.9193733818128083 +2.97812827151783 +1.8398176143578746 +1.6331769980736015 +2.164728192642618 +3.281949988865751 +1.6554321783896355 +1.3056545676894769 +3.5220990758512194 +3.2960250014747765 +2.2080247923931373 +1.8442984064692476 +3.083419441057696 +3.1932630109370366 +2.5495755034356726 +1.579712470750461 +2.33238477136673 +1.816037870932556 +1.3651683833385704 +2.6346959873685636 +2.914947207940049 +1.80484994712019 +2.7139445269740508 +2.7864849169587464 +2.285363981702551 +2.105054363195776 +2.3993901227565715 +1.283608834711126 +1.3395464866582205 +1.7398460919666603 +1.8435916893440176 +1.7302787127614834 +2.4187608329640455 +1.6260283564748388 +0.988032073181483 +1.76096984172431 +2.451803666358912 +2.4257341620628057 +1.8120378195761087 +1.339553795980738 +2.7052501184160223 +2.512666778657152 +2.8679513920600037 +2.385905506782893 +1.7314564919086115 +3.0019081440296183 +2.010828507434581 +1.945336866335284 +1.8551149648940881 +3.048782696024675 +1.992229979475338 +1.6399979334154846 +1.2354267908223082 +2.027108278969906 +2.6026435443277536 +2.4409158286831674 +2.5784926118301428 +2.6734569831055746 +3.1952620965257093 +1.1029049412032204 +1.6446922563544406 +1.8875849821076474 +1.3505141403108645 +1.7720930835518836 +1.8148991924144326 +2.272252545134501 +2.4125660952015906 +1.3048589880409802 +2.6540012919134055 +2.9165490469717925 +0.9135894866104738 +1.4899669638868653 +2.41895494912491 +1.66309031025833 +2.099265491508107 +2.932072185921403 +1.5809527109535821 +2.4613755926717285 +2.7538202903082203 +1.4864505618666737 +2.274031810320812 +4.180341666816382 +2.3196355653175442 +1.2643210828401912 +3.4283940397456023 +2.204537202124154 +2.9383303468861577 +2.33088707917657 +1.6667409668191517 +1.8724373375264216 +1.5660743071182537 +1.6419009603053707 +3.074439039784132 +1.6894074320659311 +2.2364872791379016 +1.2760935383885514 +2.4828290578994037 +2.46211130896297 +2.1061058211086268 +2.714646600444638 +1.9741124842968565 +1.2339450768659477 +2.679527670013412 +2.1489932633876663 +1.1998421792746579 +1.7417643902821722 +1.0780315043010165 +2.153183573238586 +0.8304318612935105 +1.9718741982932475 +2.6972999361007663 +1.348683840197283 +1.7551057820022389 +0.9519627246036185 +2.262765369362232 +2.5756914135345426 +1.9557704152470763 +1.6170438217308742 +1.9636775163783882 +1.770406648225774 +2.721042259995375 +2.463021404300567 +2.7458497250593763 +2.011238756446008 +1.7599812731450049 +2.0173109747125753 +1.6869689954869007 +3.7610738291150647 +1.7895319443349933 +0.47681701400961635 +1.0468785154779803 +3.134585052652539 +1.454978629488696 +2.0201377873347877 +2.8234871014009433 +1.472575415718886 +2.4718543301432696 +2.2180325338987172 +1.6216166417826237 +3.1421551547727957 +1.7322406954497813 +2.5038937647605333 +1.8057514618724735 +2.59306717416204 +1.9003460332634599 +1.8072707679263795 +2.8418467909286447 +2.626289170834102 +1.7779010348639943 +2.98076876009371 +2.4626176865750216 +1.8269673883484632 +3.38160384944624 +2.980592440785951 +2.3867054947780773 +2.021312004351616 +1.5556854379766591 +3.0377340065992717 +2.333061530125167 +1.7985016284905244 +1.7869736280509392 +2.8950265701735587 +2.7491951597093034 +2.3393121752284727 +1.9024345797719375 +1.97601023713056 +1.4818326819621195 +2.549365408354022 +2.085215529750346 +1.6989091967399974 +2.3109126453939526 +1.3463688211562768 +1.9326291710124623 +1.8796823821978805 +2.2242181617009615 +1.8967459828678985 +2.7945847497352307 +1.361551859088899 +1.2994962815448612 +3.0749013889288808 +2.6016168929856054 +1.7215751498224394 +3.028326997528074 +2.6920396690802124 +2.1726719145923252 +2.3862496650679343 +1.52704148266012 +1.2530624806084132 +1.0868737227014253 +1.2816630901616566 +1.9233910468599116 +2.1605572252139233 +1.7073160253396746 +2.3283728995462507 +2.855618886890814 +1.2855429679450738 +1.613463307373181 +2.4281967923579075 +2.2398170592914086 +3.0430390942110987 +2.5603382371943777 +1.223393787222648 +1.712500951645251 +2.243889266061218 +1.9475570262459803 +2.6799471990985317 +1.3578487889349273 +2.6666753332701836 +2.4634052715027703 +3.375876539660211 +1.343383681253376 +2.441809830533104 +2.8797833206370216 +3.2068047704071945 +1.3233080706885383 +2.739862248648474 +1.7488445468580014 +3.2585255386817327 +2.406607408505138 +1.42343126232616 +1.6278475522120044 +1.9864641410933839 +1.6134118071364645 +1.404784759876253 +3.3232534495102946 +2.3934451338148763 +2.0263396663227855 +1.5385299352877095 +1.7055908969438793 +1.3145459678478224 +3.2937764915382157 +2.9049018089233742 +2.0095880473238332 +2.183708771911348 +2.386771216711264 +2.3916530178572173 +2.1872379398403377 +2.154225723642804 +1.1908297357111248 +3.3526164273061387 +1.3144129245476404 +1.6718215647377268 +2.5908748996530497 +1.3832312823791537 +2.9588176764489877 +1.675505898199708 +1.0982995151111705 +3.0731026431031454 +1.4484851160198582 +0.9561319407720009 +1.1484293912043242 +1.6761818314433512 +1.635913153465394 +2.472007711887178 +1.6556989490065315 +2.2561386008958504 +2.112630248368776 +2.7816310544206657 +2.0948514694219766 +1.5641125886576537 +3.332059574288985 +3.0940006986861026 +1.4127626800564317 +1.3051493960976204 +2.7066548452388526 +1.578162910626741 +1.3127337280888072 +1.911648257265096 +1.539527030086886 +1.7551170847876492 +2.5958015961365346 +1.434638379871772 +2.0461203179408707 +2.308693213018869 +1.3633040298714434 +3.269853837371402 +3.2258713981929326 +1.7298600332557457 +3.3328409242049744 +2.641530048360061 +1.9453851037864938 +3.2362556790242345 +2.666445818500532 +2.835924486276454 +1.9624120812460681 +3.200599821845638 +2.672174674614056 +2.4488802604033317 +2.4279183398605815 +1.0222971698028833 +2.6298601606608125 +3.1870418555073976 +2.362086887527937 +1.538883259532891 +2.6947494346152734 +1.5827418894869185 +1.9748771174557112 +2.2140578421546118 +1.956099186102553 +2.3224519505650236 +2.7953630207188858 +2.1308715984831483 +1.9024345797719375 +2.2351800216332016 +2.000076791444658 +2.5038937647605333 +2.0145819357743755 +1.9547332654385126 +1.0092525222235067 +2.024140790664465 +1.8486549941609376 +1.3047067448739142 +1.5836688624305666 +1.4017567978115093 +1.5785779830567488 +1.7729191232640313 +1.1909596310472417 +2.101370618109432 +1.9201990283560701 +2.7083445435872386 +2.9263273158013496 +2.642132700922885 +3.4711526087265017 +2.59306717416204 +1.664728860324807 +1.2994962815448612 +2.19604295047311 +2.435833561028842 +1.9484608504668843 +1.4420244085921352 +1.8387704634261346 +2.309934301351028 +2.1592369783708345 +1.9488705803280695 +2.0946816288975216 +2.6994985752503906 +2.4798345977250857 +1.1783816857184903 +2.0207756926689164 +1.5795340228013952 +1.240567718558215 +1.1477061860910234 +1.0015718427037017 +2.749142653353792 +0.990538749055813 +2.7891401485479914 +0.7952302693737696 +1.652422991074189 +2.410170238871138 +2.017849744713391 +3.0251170394163833 +2.3021050125100557 +1.7473856741170335 +1.6836364703643398 +0.47681701400961635 +2.9179092819467614 +3.166027088208519 +3.073015230160136 +3.0216126670125796 +2.0926834579679143 +2.21329681510987 +1.7897443784995504 +0.9205241307498353 +3.4130036767409964 +2.4401347478307347 +2.6166121850754362 +1.4596404697951637 +2.6095155441975444 +2.641288570885568 +2.30157032664194 +1.49519628294604 +2.483564824661674 +2.3831677395420345 +2.560250966086455 +1.8430666649744991 +2.2916049081252594 +1.8037757867088673 +2.674558862046355 +2.3485482985853015 +2.9260810237333614 +1.9395722105705926 +2.923507055208045 +2.9111003667443422 +2.513479858575904 +1.4176008053802454 +3.138611173519047 +2.2528542906683726 +1.559506717883237 +2.08112783902185 +1.1351791244908196 +2.577439044258878 +2.542930049870346 +1.3156234710896704 +1.8824097020643855 +3.2116295625591493 +1.4855449547189197 +2.2534268720681627 +1.7796237139988715 +2.131549620795676 +1.069347930378396 +3.2223816442966524 +2.342242235566658 +1.4145603049022197 +1.920179931244224 +2.7543436106341903 +2.235054254842811 +1.3982672766428252 +1.7396220963218791 +1.163737935474776 +2.970180405507977 +0.6525452938546141 +1.6424980317353546 +0.9891172673021306 +2.6092825886351947 +1.234777931682257 +2.9806499239948407 +1.2410961237313933 +0.9646741208900844 +0.9593752280139032 +2.130985312293688 +1.5303495745147837 +2.3641643402230543 +1.2016688020051947 +1.3415012545343146 +2.1846100722321506 +1.1586312174239968 +3.988658070183663 +1.6217556878855106 +1.192186262863652 +4.1969628921527296 +2.730019830672603 +1.306039450834392 +2.423410332649784 +2.0010355412414276 +2.591444779690279 +2.107290911036713 +1.0721216760722798 +2.086230154102973 +2.363988633185588 +2.6974231608641803 +2.79716179215596 +1.9504254869377073 +3.1218933310221857 +3.0330257044905555 +1.3378191141995415 +2.8008366519341514 +2.765178856689852 +2.791498712879817 +1.8340377283951865 +2.7123910613577644 +1.2048136022385274 +1.578162910626741 +2.4279183398605815 +2.181477479109746 +1.3559069214544803 +1.2989483781344673 +1.5416776314541698 +0.8394915241869965 +2.340993702776697 +2.7394268899198235 +2.7691199169987186 +1.7534577008263343 +2.5505272568886324 +1.9743059994078602 +3.1534492790150246 +2.102412322841707 +2.4847809840669313 +2.656497428222098 +3.0771946366145984 +1.2961860480990715 +1.3181968222040141 +1.6884112199743606 +3.087304121245677 +3.399018765989567 +2.5388430175151107 +1.9428961630439008 +1.7578390047346386 +1.8276056638887526 +1.895332283091689 +1.79371986484117 +1.7529477107068918 +1.8943187831107586 +1.460280491131912 +2.38720115870747 +2.5884475580325437 +2.270081563630535 +1.8994347085769225 +2.665499868168253 +2.92204616154577 +2.2390605061296127 +1.6592701477750715 +2.601235860624517 +2.915281688147603 +2.93755839471861 +3.021028151820005 +1.160627432741422 +2.4167555111764214 +1.0715824550596906 +3.2226561681646344 +2.4156970419037433 +2.291127098258889 +2.778928594404184 +1.5480363700054731 +3.3866850732337426 +1.5285930722557883 +1.513558141814969 +1.2867643329734926 +3.252279466201024 +1.5510609942224007 +2.9855515119666984 +2.0558269556798416 +2.106562263541124 +2.129517102136096 +2.1391237852134526 +2.542400207285624 +1.4142052298912682 +2.318237919485481 +3.1572598986626823 +1.979011036061324 +1.5070319050723202 +1.9920005259969127 +2.153771055562112 +2.274095907941079 +1.1438250379549857 +2.10779525784821 +1.507451616667347 +2.471339956338868 +1.9973976529631359 +2.9917016054038035 +2.0010355412414276 +2.1121024898586382 +2.4754311726976885 +2.2342758437276258 +1.7436853759900877 +2.98348744442034 +3.2787818296016127 +3.3953734270012856 +2.6563281732175903 +1.544119610579045 +1.043728141180206 +2.5111235772025107 +2.578907025270438 +1.4298594240714801 +2.265359115516766 +2.351344745984021 +1.8292630087201298 +2.265857713629288 +1.4527580133784799 +2.814744248210427 +1.5158373449099944 +2.9738190885756235 +1.2662421062193057 +2.948456875219475 +2.551608452534354 +2.4423548710481713 +2.3994395312266343 +1.8603087256713402 +1.9024345797719375 +2.75439063027986 +1.9250452812045884 +2.831235706159237 +1.234777931682257 +1.7446362260700197 +2.3680154561819706 +1.3483395237500484 +2.7558839150895262 +3.195590405308267 +2.766944069076039 +3.4093995740754592 +1.1010621904991187 +2.6005236114147854 +1.321033077832175 +3.1761188104794864 +1.345485403514667 +2.4585373260754544 +2.5720900068911856 +1.876643386598872 +2.633361868223935 +1.5452604356926487 +1.5751644777100098 +1.573484652092726 +2.8404831763318468 +3.0110993479844153 +1.7430750210552268 +1.8412238807476817 +2.072338959901426 +2.471415964873714 +2.2432538831524926 +2.6175316571325795 +2.9914945808886504 +2.756793839360781 +2.106993595034231 +2.681935580971199 +1.1806585502661187 +3.067729874892225 +1.648686568849871 +2.972555756550408 +2.152595857707481 +2.341908503626076 +1.4559887097952031 +2.4812922203896055 +1.3988272637162489 +3.1122502784078976 +2.270080367141455 +1.6424116131343336 +3.1818189102554912 +1.0714844245817539 +2.398665480037544 +2.3425778506094668 +1.6419009603053707 +2.2039106195437297 +1.7739010707602132 +2.8193760719305474 +2.2796218726289075 +3.288314016334457 +2.0023804309440747 +0.9891172673021306 +2.2132531177750687 +2.1022314985436164 +2.15138307158279 +1.7664242997447963 +1.6211784129250566 +2.2095956363338543 +2.3369249746532366 +2.3465136691971993 +2.7487399391397216 +2.8369245039618267 +1.1398832198599582 +2.8868239225200902 +1.5597976606306168 +2.001149637968087 +2.8944472041612066 +2.1389181670373025 +1.5745521591606133 +2.072578245460604 +3.4339420353145123 +3.518857776243815 +3.1607989448660563 +1.2389600910064873 +1.231278802956936 +2.4779462370521257 +2.8330501251147946 +1.5319564739847795 +2.1557579437342764 +2.487053596291388 +2.272174173981909 +1.9824484678952272 +3.309137609853289 +2.679522716070575 +2.2357179674951646 +2.2225154520686834 +2.917347462788872 +2.172724266764889 +2.456269305927143 +2.5805221767581976 +3.1287832016092056 +1.6639695539974353 +2.2131128591003972 +1.920807523954367 +3.1468474900229624 +2.364795530377252 +1.4962127288061335 +2.764217237868421 +1.0268550728649748 +2.287575577601536 +3.1092422675341145 +3.4906906902537367 +2.5142707428318576 +2.436084984727141 +2.8369859520426965 +2.419601026537755 +1.7354637372110302 +1.2377716933942526 +2.9549398600083205 +1.682886936393414 +1.8239223803043414 +1.9109561147668865 +1.8521860550934277 +1.1393043250804928 +3.2242785189548666 +2.340228341895614 +2.5570005063252386 +2.895094619926048 +2.744729346975165 +1.5234627167643147 +1.4527142651869167 +1.6506457940912724 +1.6540744584430662 +1.4405738883225807 +2.439611107713636 +1.522522028526832 +2.6538224587059984 +3.168933346961271 +2.981108486434253 +2.709607305223087 +1.254186023059553 +2.3159906464551714 +2.2415373535708434 +2.137338837010293 +2.9508703329495414 +3.5578006653345873 +2.3076442528958494 +1.998306824082631 +3.363719159085003 +2.9040369416962557 +1.0794335447165542 +2.0010355412414276 +1.8577778291470368 +2.659683139820165 +2.378083090718575 +1.1434354501473905 +3.0730484071035273 +1.9662912909330386 +1.8477822638650019 +1.4023708122505998 +1.3748312530345341 +1.8778294704644098 +1.3043527182315857 +1.677531355130585 +2.880919425223406 +2.422471311613223 +1.9198646260562535 +1.173269076161771 +1.7413778270064741 +1.9963191749451528 +1.4175744773613779 +3.014926618100556 +3.3354676886995795 +0.6852958960818971 +2.593520636113226 +2.708092135436954 +3.4299889883254755 +1.9336330754922504 +1.8901614642500282 +2.1005223123988257 +2.6718661333626903 +2.199057337190782 +1.9634604378012042 +1.3919771104820435 +2.17286561374576 +1.9267255923083455 +0.9593752280139032 +2.195421080589292 +2.9655598864227675 +1.9134831305937081 +1.7465069046275588 +2.1974416690844385 +2.314359464744652 +1.6729382475042156 +2.003130736162338 +2.7656686704976625 +1.4796513624733494 +2.935135978711668 +2.2656959957294758 +1.8253589637625924 +2.278189072740661 +1.628216920848768 +2.5327190920602844 +1.151282041662395 +1.3330066357360706 +1.764290794987659 +1.3712854539701436 +2.6395979294392617 +3.1576165431065366 +1.7801423506798129 +2.896642840856377 +1.3314826798681836 +1.6169734225533337 +1.5897803952608438 +3.0673964596663352 +1.6815051043443667 +2.6037376238607557 +1.3633040298714434 +1.2011604351665697 +1.4808836910949557 +2.9739610025257823 +1.757094536746991 +2.628586340320472 +1.8362654192651635 +2.0078999344115362 +1.0913249671067962 +1.8537482589409144 +1.527048549716441 +2.06915986596731 +3.336621880143601 +2.732214139038306 +2.400852411838465 +1.4484851160198582 +1.5989634077367505 +1.3135277895291395 +1.2567364718638945 +2.4201409281334496 +2.2739189037521954 +1.8798979683786636 +1.3157386529077717 +2.332220589787152 +1.851503021610725 +1.0199484517397936 +1.0562987536319888 +0.9788215235495227 +1.7558527834895148 +1.5983369883122893 +2.9070098603552874 +2.413366413999074 +1.1733321659310327 +2.442930166636928 +1.1806585502661187 +2.5372638259110714 +2.7696001408439748 +2.6158789976471017 +2.6025756518855574 +0.5042649005623436 +1.5287285066551601 +1.5267592892075599 +1.6612383743472148 +2.474883249297369 +2.049997666110174 +1.7516282238383538 +2.4566997902785745 +1.7926846900131963 +1.3920002089797787 +2.354857874931585 +1.990170300438769 +3.0010009727025038 +2.6072313747599405 +2.028792387265699 +2.1747814361283937 +2.854854623020541 +0.5042649005623436 +1.5019287831073591 +1.215145130403485 +2.6015563851396477 +2.0082576335075286 +2.7834039404049458 +2.2334473051446007 +3.5332022639896032 +1.8495995619144852 +2.413650293968308 +1.7948606836904668 +1.6762776869639375 +1.3205376441876109 +3.1089501005399063 +1.3662842690522523 +1.8062375877186798 +1.8447494939274125 +1.6166897861936667 +1.4498053899418326 +1.0590377850781072 +1.5215148750247653 +2.5867799562818603 +2.264383686855695 +3.4535347239695042 +2.340040742952221 +2.9919127890569452 +2.918106767002312 +1.7938629204123404 +1.0626997431064913 +3.310499906931034 +2.32965172445036 +1.3106114811748164 +1.91690442700901 +1.0855091152775667 +2.608368768070481 +1.4252872962822898 +1.8946154256328034 +2.030184014199552 +0.9627931775950936 +2.5955780839175993 +2.5417494439165966 +1.6252398152718968 +2.9521100148299775 +1.727075276226365 +0.9056720991224494 +1.5553308201283593 +3.5207384058702393 +2.3324655381607036 +3.0056626888330835 +2.5458862871552794 +2.3897661686092704 +2.19433127000225 +1.4966325208589413 +2.607424570943525 +1.2081058266068159 +2.4802969988302386 +2.6593433932370156 +2.59306717416204 +2.848874548356836 +2.213633366344873 +2.4310215985493877 +1.2116893166737472 +2.240071555951981 +2.3013774294635696 +3.0548255864320306 +1.2875388025572767 +2.3186688968809688 +2.60908988626361 +1.8065676424514736 +2.727213591699845 +2.5805221767581976 +2.06825801719862 +3.0224821472892485 +2.5639882189293037 +2.1913889835954046 +3.2115546841061393 +1.6419009603053707 +1.8550625300349677 +3.050825962740997 +1.913817242057479 +2.852777474105041 +2.7623988631578302 +2.532682912682197 +2.9114080386139576 +2.167326560939916 +2.58517192078142 +1.1453768981830392 +1.319809202853729 +2.1869539310117494 +3.045895211498642 +2.2874645729817757 +1.852663005256416 +2.0508411957983523 +1.955001049138469 +2.7979232015938367 +1.690762710129563 +2.6451743545387387 +1.476804970458729 +1.967594461974198 +1.9163314891067118 +3.0392297665469887 +1.8464861125684666 +2.492449609435943 +1.1756821157654769 +2.0926414252589414 +2.4256209611359494 +2.796184540596638 +2.140602542683659 +1.6980637855833083 +1.4901181553736629 +2.2154145577323523 +3.1037007703186217 +2.7799646385496986 +2.1829394312900896 +2.2768767763996243 +2.9036488751029443 +1.920807523954367 +3.348780929054135 +3.041177228030063 +1.9718741982932475 +2.7530007762177937 +1.8120523413422103 +2.6835672323785884 +2.252516295188791 +2.067197956916263 +1.213268643163501 +0.9242157769064973 +2.0020734532858824 +2.502431073966431 +2.9515182182605204 +1.4012062263026959 +1.6978590027427185 +3.0153360827275133 +2.3640974206812455 +1.148991372257952 +1.9027675779572009 +1.2814766991443445 +1.6007192420649154 +1.956747500931789 +2.3781272235275193 +2.569614842668415 +1.0512272464606716 +2.7723627494022938 +2.2349344489060297 +2.0062257696383967 +1.8351413078744312 +3.3465452012692047 +4.291444201289768 +2.640641221270649 +2.251817628994268 +2.17114568779017 +1.6863584355599956 +1.6192285495891126 +3.3086084052754834 +1.2909299595232264 +1.2022682062078345 +1.8117976965479459 +1.9391823287141923 +1.0958634040891522 +2.8492010078626056 +1.1691133741979762 +1.4441395383025375 +2.5246564383260215 +1.7794318574160903 +2.1476861060997483 +1.874557094490191 +1.6682888212215108 +1.8932462666370424 +2.019815276702935 +2.0722902078369865 +2.936311737618927 +1.43605944533415 +2.928909753830595 +2.3222649803828608 +2.1308715984831483 +2.9341084761067515 +2.8515554291218868 +2.5013358058572512 +2.466886486904628 +2.1691131721680827 +2.367331543284579 +2.369388680463548 +1.8498987071301944 +1.9665755691990539 +1.95588468547961 +2.0948514694219766 +1.6577582041784906 +1.7933203004463039 +1.0768406220809597 +2.787890237821752 +1.7887309485047909 +1.585728568275004 +2.9991764050705467 +1.7832083634167495 +1.8745964098201764 +2.215571104872801 +1.8446416835005741 +2.055855169118615 +1.6665358298047306 +1.4017567978115093 +1.766820407641215 +2.0720865311408416 +2.102502823446165 +1.5089938570052452 +2.8010284799876786 +2.1844235250941257 +1.8581833896643487 +1.0102653424747345 +1.4659074111429162 +1.5967140908712296 +1.7998752787109034 +2.672469671731265 +2.4963996828364836 +3.5211317743071446 +1.6005658746435265 +2.993793715475856 +3.1533940589925877 +1.5637474140199614 +1.9151071674291074 +2.1615050190838305 +1.0512272464606716 +1.1938272469179376 +1.7625560977303514 +1.1680689535014557 +3.0220958127725788 +1.4108481278993472 +2.8541200762226033 +2.3131417487175967 +2.196169359900929 +2.1855441437075003 +2.3050040296517817 +0.9891172673021306 +1.7493212303342198 +1.5088464009205136 +1.3425396848710862 +1.8348531186951786 +3.11019994650128 +2.570567302934137 +1.2214122234691849 +1.3740828306907646 +1.5646094070266092 +1.4625208481550016 +1.7998752787109034 +1.193839616535696 +2.46130814899845 +1.6003714365418484 +2.031185520877152 +2.944985400813752 +1.2465048141663746 +1.8872841782757706 +2.3760214536980495 +1.8366668605759962 +2.9524098020705436 +3.078841093571196 +2.3473338959398737 +2.4662875587929993 +2.4126831708264875 +1.503262916766706 +1.5273744569280225 +1.3922761330516717 +1.7670468337031624 +2.6297065145263994 +2.8988729167041085 +1.7376805870282563 +1.5709077799734283 +2.2960297795602598 +2.796382220859194 +2.0049394562894602 +1.1198874251911883 +3.1539788703613323 +2.0175487870387356 +2.3213479041788827 +2.156846208679312 +2.33566752832255 +2.850484088032903 +2.0203577837718374 +2.985061951193893 +3.1306204189658247 +1.9107412686953693 +1.6035035117881316 +1.7138927339112642 +2.4441288744600547 +2.9674677339063664 +2.4134879301203607 +2.123338997377591 +1.7854905015839397 +2.3645441684012973 +2.3306771250855896 +1.5079657202722623 +2.9826324480534376 +1.6322259889998365 +2.119903415483193 +3.3135457813804616 +1.5407240077567939 +2.737202841716192 +2.4338558923091074 +2.20574476753903 +2.7201731485392266 +1.2311903379858906 +1.7779196968463071 +2.4664314582542803 +2.627835547712822 +2.618402482022566 +1.7824454179602576 +2.1224115387699842 +1.4445685380703628 +2.094322363675176 +2.3078234232070205 +1.5035846824179315 +2.6866099856958625 +2.6370574881018567 +2.0487230535127465 +2.462161892512747 +1.4320515169232788 +2.1118351995142413 +3.1958063781926005 +1.5950797048911636 +1.5735941677468712 +2.7932236572299196 +1.391773236467035 +1.9070262290164715 +2.21567326512386 +2.1868383834970926 +2.493447389847568 +1.6092080537253473 +2.7234794603696626 +1.6679749876636785 +1.0398641269524007 +0.9619187044002064 +2.0793651433444533 +2.1599528905119514 +1.786877560339872 +1.5154909795719247 +1.7874130359123297 +2.7108965472276996 +0.9471302614470325 +3.6984934165144634 +3.682201583156332 +2.903993738944403 +1.822435771545793 +2.0654509964942642 +1.4635406177282186 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_bias_1 b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_bias_1 new file mode 100644 index 0000000..d8c4698 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_bias_1 @@ -0,0 +1,1186 @@ +3.22499313661478 +2.0652816087771066 +2.2725362740714887 +2.5217958270124115 +2.720035447417614 +1.049096436526702 +2.5290848144761267 +1.3604191817301619 +1.9192676738857695 +1.7581235828434658 +2.210617417588428 +2.3833647827658413 +2.4277915654135023 +3.920812117000606 +1.1237865411324213 +3.1071286692400673 +1.913766677004321 +2.966184486718613 +1.8464001439021012 +1.6459968558164488 +2.1603997882583155 +3.2764909293338658 +1.6690285480451696 +1.3131029400750767 +3.5171154615109126 +3.297415519044397 +2.2042016142084604 +1.84653181688892 +3.0864664411860554 +3.1925686187682727 +2.5614107784406865 +1.5744995338193397 +2.333372467148914 +1.8170002248428945 +1.365720174120528 +2.65275681849052 +2.9104747932674897 +1.821264029915638 +2.714707060669277 +2.7948615956108633 +2.282593077158094 +2.1014379820889424 +2.3910435366893097 +1.2840668560719115 +1.3464978432866408 +1.7437378051863288 +1.8483804002508089 +1.7310703609788678 +2.411786319280519 +1.6178645880390545 +0.9919124327040532 +1.75896741484231 +2.463305678212657 +2.432793462802856 +1.8118138545720541 +1.3447502734474952 +2.706012281415021 +2.513189533401842 +2.869314043437249 +2.3949455765707564 +1.7370740686398685 +3.0109153674990248 +2.0248195186887643 +1.9569918978516316 +1.86694527713906 +3.044589706848344 +1.9898232239378975 +1.6428094966899751 +1.2363838292478266 +2.0300912479303244 +2.606400708565132 +2.443977982712448 +2.5777745975813513 +2.670257861198271 +3.193578151754534 +1.0999956855260244 +1.6586226832240345 +1.895002631897347 +1.350195797816979 +1.7768526446842774 +1.8194343524317012 +2.2757714556916087 +2.415609641238653 +1.3073433247711472 +2.6546432355895906 +2.9142462085928718 +0.9127489064153234 +1.493371344963747 +2.4154039084189907 +1.6743317466311927 +2.09691169137142 +2.929537210275048 +1.5974320904699164 +2.4667486358950623 +2.7486545948288734 +1.493725224328752 +2.267776929206507 +4.167437533775337 +2.330452760898113 +1.26526909729934 +3.4278493752371153 +2.2062232068171164 +2.938798045977123 +2.344447363490692 +1.6594835797537877 +1.8685226491793099 +1.5632936277336267 +1.6399349008164081 +3.074146008741716 +1.6915684101413373 +2.238429187634372 +1.2832267772131831 +2.4840791221949203 +2.465797567071656 +2.1037532692558707 +2.7176037387198853 +1.9755516972846232 +1.2475170413362335 +2.680578260909211 +2.144307674222117 +1.2034072586435136 +1.7558247714135917 +1.0768969755972089 +2.1502529866968465 +0.8416217139012059 +1.9700686202319115 +2.696317756575696 +1.3469157746250382 +1.7550724693694162 +0.9496962714023696 +2.2648293592656774 +2.576593631841166 +1.9596605848628799 +1.626748263552006 +1.9530694025565378 +1.7705402116617672 +2.7200974563104383 +2.464644658666306 +2.756062295442285 +2.0210121350795003 +1.7561947968831373 +2.0253851470703546 +1.6881385316311537 +3.7631201800149108 +1.7857752957333641 +0.4904243955568124 +1.046787613079632 +3.133055322985149 +1.455059649852209 +2.0210970303090106 +2.820188620563095 +1.484120518931742 +2.467863561704828 +2.2140426688341983 +1.6215936573225933 +3.1375233791689197 +1.7307671806783431 +2.500267363293648 +1.8177629376484148 +2.592398545350762 +1.9023990832280042 +1.8105682983497051 +2.841769186251973 +2.621285099569794 +1.7717717060573723 +2.973443580118869 +2.469472170235527 +1.833580646472709 +3.3704900123767536 +2.976475200560441 +2.393894067701226 +2.0218530886719437 +1.5469854867368813 +3.036681622714152 +2.3385078477740646 +1.7949045577339082 +1.807997574923167 +2.8946927812689736 +2.758508411814204 +2.336414945293177 +1.9004300447234772 +1.9731096195145712 +1.4835919841894973 +2.548304983816959 +2.0954215406495678 +1.7012244054569188 +2.3166615082010886 +1.3477172642126551 +1.9244600492576447 +1.874020005415652 +2.2209628463926956 +1.8926047314379477 +2.8077411553013385 +1.3629153114789505 +1.302019153534965 +3.083128489712488 +2.5990666417577537 +1.7155203243392894 +3.025675730280445 +2.694856172196778 +2.176661738864506 +2.3900708467296674 +1.5284830928190218 +1.2509853334380443 +1.102209682391536 +1.2884203648251347 +1.9210284192678229 +2.1635727652840546 +1.7099793081855028 +2.335637752952786 +2.8511641244031436 +1.2984592380944713 +1.6207465167463802 +2.4226393029417173 +2.2535378022495016 +3.0513617519907257 +2.5551381342467767 +1.2140128084184572 +1.7124694680189485 +2.248063629686866 +1.9646146117368273 +2.680359125912104 +1.3564607664205959 +2.6663348110713607 +2.4797910742902576 +3.3769251194145347 +1.3441619772723319 +2.432705841397416 +2.870512322322719 +3.1998376617256064 +1.3220535860978346 +2.7393870149603794 +1.761648767834955 +3.261128564351415 +2.418689085582304 +1.4298683785527582 +1.6335029442871598 +1.9959051699724442 +1.610221263787971 +1.3981218960922084 +3.328043487646228 +2.3880047448882635 +2.0296997892877107 +1.5308468214085253 +1.7209607079701206 +1.3250507376640746 +3.2919813498277204 +2.907276092770464 +2.0125782052823213 +2.196845061272372 +2.387480510843728 +2.3869381621946837 +2.18406691086432 +2.1529761446619324 +1.1935893020892931 +3.3483573958817057 +1.3258733871365744 +1.6693461249554415 +2.5966328650461303 +1.3837465507919648 +2.958177507092424 +1.6688860021357403 +1.0962013223579103 +3.062378228564013 +1.4526497441236355 +0.9672158699909237 +1.154019219015692 +1.6743588822003996 +1.6325583561450376 +2.4698319189389943 +1.6568470373657433 +2.2541286907349942 +2.126165658369927 +2.7855647381911965 +2.089432834412031 +1.5667968504524818 +3.3315643476801973 +3.096532459673441 +1.4269286752376822 +1.3203653282096885 +2.7052750976496385 +1.5846313425415814 +1.3016026002904422 +1.9053622698749113 +1.5542474976144511 +1.7726921611411697 +2.597047029239531 +1.4344518596541458 +2.0433159971186963 +2.3196851576985367 +1.3624628255868962 +3.2669666047645536 +3.2245581898516886 +1.7307780673276056 +3.338358044756041 +2.629458112646298 +1.9416903538247745 +3.242230406645178 +2.679373499094278 +2.8321047293372024 +1.9641701096654727 +3.199045418323379 +2.6720276170049315 +2.4453364237440405 +2.4190858930835026 +1.0194493765378896 +2.629560748120403 +3.1849090211884143 +2.3622298046183117 +1.5504708151625437 +2.689411975361221 +1.579371322057193 +1.9889376128363152 +2.2210438461002653 +1.9506035858541604 +2.3229684529615366 +2.7955400298359994 +2.1251666270665597 +1.9004300447234772 +2.238595258778019 +2.002226645825688 +2.500267363293648 +2.015753898127861 +1.9743517487443583 +1.01450004264369 +2.0316826744953245 +1.8604891906204692 +1.3008675738781341 +1.6060643700322974 +1.4056512010177211 +1.5874947446159597 +1.768564911404461 +1.1997769054787668 +2.109971806388034 +1.9211118003871532 +2.706330960605479 +2.9071916962207576 +2.640202304118822 +3.472159694494331 +2.592398545350762 +1.6858734609267865 +1.302019153534965 +2.216329341210045 +2.4441034159339217 +1.964183936117323 +1.4407965734483619 +1.846410209124022 +2.3190645928816633 +2.1645466549093864 +1.961420555940123 +2.0907698076021557 +2.7005023886868593 +2.4773477825500185 +1.187798700188441 +2.020014527603373 +1.5687592500588514 +1.2516757683232111 +1.1564368599937138 +1.0318562701544889 +2.7455523386573524 +0.9868265077645949 +2.779165090653324 +0.7990037669902108 +1.6574882552240147 +2.4117449648741087 +2.0179396997800447 +3.0330247812624287 +2.2959703692553695 +1.757650409491166 +1.6751339979103232 +0.4904243955568124 +2.9234269968813678 +3.169187657060614 +3.069757259118571 +3.017870629731491 +2.1083506579449147 +2.2195559970482495 +1.791116824317124 +0.9291802456853451 +3.409199072171294 +2.4463672549309066 +2.6224085073893226 +1.4590069445680813 +2.616925084019021 +2.640453406672725 +2.311908757433351 +1.4874624851442575 +2.4806557634202564 +2.3890184891371296 +2.5623405429846042 +1.8431330231331804 +2.2895955477441614 +1.80259099972275 +2.6681711009901687 +2.340061316149725 +2.9154092717469373 +1.9425399912675598 +2.9165094037516774 +2.914168893403908 +2.5193972406774408 +1.4318354036917265 +3.131284366026397 +2.2525371100882454 +1.5696682329093743 +2.083027209809423 +1.13592671658116 +2.5725867969206067 +2.5481776633930378 +1.3220377550958848 +1.8823162760302985 +3.210285153788699 +1.4833771439492192 +2.252333809407807 +1.78246980353467 +2.1405304173436797 +1.0742298825158596 +3.220513638501836 +2.3319390669990185 +1.4108851487223133 +1.9375573776134285 +2.754107952932427 +2.2421033942156243 +1.4029103137774737 +1.7334728962746195 +1.165625732045886 +2.9680773384392047 +0.6653623941589321 +1.6561306910321474 +1.0001347974783676 +2.604135225445865 +1.2327880492860115 +2.977040575215238 +1.250932221467832 +0.9816454975944622 +0.9584437791045116 +2.1395214974348575 +1.5269910877383586 +2.372536446354875 +1.203903262354427 +1.3505265395388615 +2.204486430589201 +1.152181786670081 +3.975616929919904 +1.6339385616216704 +1.1946489518127847 +4.191449584091467 +2.738165638951645 +1.3119582081196552 +2.438959006934933 +2.0119386360779554 +2.5963818250897317 +2.099191766221092 +1.0682562066369632 +2.106225612787852 +2.3779578582038474 +2.7066755605102437 +2.797377383030893 +1.9565944970293763 +3.126868152020925 +3.0348171148813368 +1.336928096528203 +2.797309414173495 +2.761439061254108 +2.7887331099173753 +1.836710882679713 +2.707699063508502 +1.2005589160333494 +1.5846313425415814 +2.4190858930835026 +2.1788432707812047 +1.35083264938811 +1.301718722626318 +1.5422573940099822 +0.8544983210396355 +2.3394545588971036 +2.7343036030221417 +2.7639265213347146 +1.7458935892781164 +2.5535041752598873 +1.9721049799427535 +3.1469948008250577 +2.104791735069918 +2.484175577736089 +2.6501367330638548 +3.0723129126308875 +1.2943840816835568 +1.315140180240431 +1.686010719479841 +3.08475945103709 +3.3875812706498882 +2.549137952599669 +1.9533182181704265 +1.7663819269036067 +1.83938994702199 +1.8908196519039973 +1.7989859428067947 +1.7479383041187078 +1.8880156929190304 +1.4689882535152163 +2.392660082801843 +2.5890829444808103 +2.2672217825565277 +1.9147447482121358 +2.6654102055908875 +2.9165782313844217 +2.2351238464858247 +1.6729138704855158 +2.6099161558015704 +2.9168761386573805 +2.933151530946282 +3.027831894828364 +1.1603890901426133 +2.4205165524071837 +1.0692186925693856 +3.217071433870457 +2.434975683742395 +2.2813309440405463 +2.7804375021857655 +1.5456314666859459 +3.3848393511208785 +1.5290108437317322 +1.5299567487695556 +1.285808879158105 +3.2525709632480457 +1.5524023155825224 +2.9945870525927236 +2.0678388220331874 +2.1165114631488255 +2.124245625312528 +2.140195487631224 +2.5458269939169775 +1.418904301600022 +2.319067230480899 +3.1505857519890608 +1.978974389588961 +1.5018675749230197 +1.9969810239905066 +2.1678885781531516 +2.276192730449995 +1.1495022952915104 +2.117472935620912 +1.502472468856274 +2.478781613603867 +2.0145754087457215 +2.9960903017340774 +2.0119386360779554 +2.1039335339055008 +2.4736493526327017 +2.2427730099820944 +1.7403284972723776 +2.989298450807098 +3.266963788352447 +3.392735794367742 +2.658673201661495 +1.5455501833842045 +1.0391043214384228 +2.519506357197649 +2.5878415717926693 +1.4260813995343775 +2.2802516955489827 +2.361765549508276 +1.8364565055808013 +2.2725362740714887 +1.442873107850052 +2.8097529956802707 +1.5188588844131923 +2.9708328386298763 +1.2591699923808304 +2.942526726978547 +2.5499956957975507 +2.4373794331194416 +2.4010715771627096 +1.8706752954786252 +1.9004300447234772 +2.7475109457427145 +1.923597953779353 +2.822949811498756 +1.2327880492860115 +1.7435821200161818 +2.3794382967267866 +1.3601730301058599 +2.762220945031052 +3.189328463304333 +2.7753385720398134 +3.4046654818699698 +1.0939261095134716 +2.601626067557676 +1.3147628991957407 +3.176617716038492 +1.3544397027177282 +2.4646698095773276 +2.5863428426738913 +1.877465055722474 +2.6312288095971765 +1.538776464374508 +1.5747162488934137 +1.5763672122972465 +2.840049489256897 +3.013876596033467 +1.7381257078608945 +1.844706780472995 +2.069618180883262 +2.4844735245734513 +2.25435041891714 +2.6128866014355405 +2.9868238272396908 +2.7602542291863776 +2.1033811779918676 +2.6872367319114643 +1.1811223549069898 +3.0628274036348095 +1.6430853554086504 +2.974018354238088 +2.155927309803904 +2.3517644625626284 +1.4749713078952054 +2.4744701012066597 +1.3997134931067718 +3.104694975262705 +2.285178412972527 +1.6341603166685583 +3.1827051452543764 +1.0739158439812326 +2.4023119268266937 +2.345417381388951 +1.6399349008164081 +2.2012560531327257 +1.762048565782109 +2.822014401057782 +2.2799910872704943 +3.2840850039479066 +2.007676265152019 +1.0001347974783676 +2.2074389075066874 +2.1065140375930507 +2.1562455016372777 +1.7694648692684212 +1.6266454036848037 +2.2090741934105553 +2.343142231158693 +2.346684107702878 +2.7532387313696267 +2.8439302893718854 +1.1530478095783043 +2.88446743764744 +1.5803990079312524 +2.002625822845944 +2.88989162088712 +2.14809090804286 +1.5686453607897688 +2.0708261803060104 +3.4325609782287954 +3.5145420172471926 +3.1629340352673596 +1.2437867687947448 +1.2411188428164526 +2.4778684954559234 +2.8337588914943614 +1.5273942396135476 +2.161931670584284 +2.4822068593209354 +2.266048303677191 +2.0011831884084423 +3.2949710131048304 +2.6847885164457126 +2.2304000692166532 +2.2205531582982077 +2.919272644182152 +2.164132291876081 +2.4560295433072517 +2.577873836314064 +3.134408434019135 +1.6629476625877329 +2.2305095610804306 +1.922617381678104 +3.148235377655946 +2.3647848097614417 +1.4928449875307277 +2.766634456471416 +1.027152877956005 +2.290826942555773 +3.109867136404275 +3.492222545735526 +2.520617266139436 +2.439465388415217 +2.8419699028705447 +2.416386798988641 +1.7422067972951871 +1.242964785749063 +2.957275528036046 +1.683785369765465 +1.8125132322484108 +1.9067028161237063 +1.8579460647171737 +1.1497334774410481 +3.21920322179478 +2.3336197350275723 +2.5602207011739715 +2.8959043296118283 +2.738557297137532 +1.5301760281260601 +1.4721869962780485 +1.6484698308844166 +1.643233212761429 +1.4391447208366177 +2.440445538845364 +1.5219080807721368 +2.655233877898809 +3.1743809877458906 +2.9704391759486812 +2.7117406850792616 +1.2472702306113088 +2.3246251213379456 +2.2443191161719933 +2.1324477149293295 +2.951645157360255 +3.5442876648353745 +2.328264132775212 +1.9940176815865105 +3.3619157475103147 +2.9051489537386845 +1.0794486088810245 +2.0119386360779554 +1.8648295617078652 +2.6696349021042693 +2.3860453631575034 +1.1465112187346473 +3.075962044055607 +1.963892320621425 +1.846933669789863 +1.4169770509280795 +1.382918582683511 +1.8716262936098287 +1.2969062829477727 +1.6726686121371828 +2.8689243029904046 +2.4251742371439744 +1.9331030951579846 +1.1936182423391652 +1.7445030700094808 +1.997949779860483 +1.4225917858124886 +3.0107324232865933 +3.336464138916001 +0.6912634272336822 +2.5861906184799275 +2.7050179781946655 +3.4283589185928536 +1.944874566670836 +1.892762158944611 +2.1114091893680156 +2.6744928685637652 +2.190620606844433 +1.9765648364856052 +1.4028478064204062 +2.1682876531656223 +1.9394477866166322 +0.9584437791045116 +2.193520122745168 +2.9641236421274875 +1.9207617715653846 +1.7449556503951742 +2.2025145636317975 +2.318440437088791 +1.676712422251216 +2.0086051843568082 +2.7753211328551566 +1.476621189127846 +2.9261426050010604 +2.2595486693073146 +1.8371393665334732 +2.273398531138344 +1.6356921501353165 +2.535131887719738 +1.1624169994025275 +1.3361459843752017 +1.7722058983416529 +1.3742504048393982 +2.6345219944395457 +3.147888330417987 +1.7702261875093444 +2.8901392782792965 +1.3284140622259712 +1.6173470972571424 +1.5916558397195784 +3.0684895810547874 +1.6774402965179187 +2.6121668825070263 +1.3624628255868962 +1.1977655361489365 +1.487812712058077 +2.9751581995980083 +1.754911566241248 +2.6346676271909764 +1.8520194321753514 +2.004946328339463 +1.0957180244479694 +1.8521704828562193 +1.5224222520653916 +2.0657049550279845 +3.33286311389149 +2.7317964014846625 +2.4087332700673 +1.4526497441236355 +1.604971772148444 +1.3254656006097005 +1.2548552203370034 +2.4226812394608195 +2.2811558910639027 +1.886994856422876 +1.3227477121389641 +2.3474581058459916 +1.8507174973440081 +1.0118516265108495 +1.0635821203096263 +0.9850932149963578 +1.755475037066216 +1.621791324164891 +2.904638128920296 +2.424077020787694 +1.1697401317935605 +2.435232186555904 +1.1811223549069898 +2.5330543480464764 +2.76681214820414 +2.629476378359909 +2.605281858256134 +0.5287803715149195 +1.530694143191237 +1.5521625668544519 +1.660145441427005 +2.470597127645822 +2.04915102999171 +1.7642130552234425 +2.4634086423617476 +1.8023379840070957 +1.3861252101768955 +2.3640927027250296 +1.9945934523551951 +2.9916549776853416 +2.618890551986083 +2.0366558821715306 +2.175497088339808 +2.851207887103909 +0.5287803715149195 +1.50072565612625 +1.210390001267208 +2.6075559859805604 +2.0025153733031376 +2.7813536635059273 +2.2324368772526286 +3.528236495788751 +1.8550027504912392 +2.4219580683937902 +1.8100619941654026 +1.6783672757128798 +1.322494450393267 +3.11582076325735 +1.3584730607226834 +1.8046854734465307 +1.8404054594680224 +1.6163163393518412 +1.4567892920097694 +1.0553099708783773 +1.519002377366622 +2.592301835342812 +2.261266755099346 +3.447285782635307 +2.3349656561169208 +2.985543630126938 +2.9130475101208364 +1.790352037549276 +1.0729279052734373 +3.3074014324046517 +2.33686733391967 +1.3133986451599204 +1.908338151564725 +1.083341206419143 +2.5998557278663976 +1.435841191965466 +1.88908496166546 +2.038168592003893 +0.9685814357476945 +2.5889287304196813 +2.5580081741544323 +1.6456956654017656 +2.957503374984259 +1.7354266703792829 +0.9080989250000653 +1.5536684260714642 +3.5221320276803048 +2.3404841742955322 +3.012040565774388 +2.548190619741084 +2.377663629497525 +2.189523113677624 +1.498668852794049 +2.6033891745898488 +1.2198230702602852 +2.4689067932233058 +2.6648749609705438 +2.592398545350762 +2.844829307716259 +2.2222610525891806 +2.4266941244881144 +1.21852145650404 +2.240378261333121 +2.318966313595815 +3.051033103983569 +1.2847203648704326 +2.3215931591321946 +2.6127906488646833 +1.8175196273179324 +2.72745890070123 +2.577873836314064 +2.0645190513833054 +3.0215884290213832 +2.5705776349973184 +2.195634067278231 +3.2090545203114624 +1.6399349008164081 +1.8563780898204496 +3.0443449241762552 +1.9183231630272504 +2.849715026365201 +2.7615594512528636 +2.5371882549055815 +2.917635669121739 +2.1774704211573668 +2.5852988931066077 +1.1460102925637987 +1.3184079155133277 +2.1879960049626828 +3.0450397943850476 +2.2853140702260304 +1.8448407747176747 +2.0441881938100708 +1.9623856310911114 +2.8001899699960897 +1.6822080565625754 +2.6488417918633362 +1.4781998583281393 +1.9877123959724745 +1.914499414006018 +3.0358489659717027 +1.8440882016712261 +2.4961453680442176 +1.1715037950520926 +2.0866241130620766 +2.4289110866472776 +2.79142404445994 +2.1383788612636865 +1.721468347113918 +1.4843061126337875 +2.222681692864296 +3.1027372341675905 +2.778263792440549 +2.189638082768842 +2.2810881603183186 +2.9008436005419957 +1.922617381678104 +3.3426429754630833 +3.04389860689596 +1.9700686202319115 +2.7535450042467438 +1.8206687843083291 +2.687144380253952 +2.2558953027362585 +2.0719869711586236 +1.2112140506634363 +0.9277501457994413 +2.0084213435661287 +2.4988285674421493 +2.950750714417341 +1.4016529374989244 +1.7128551078560819 +3.0239925660791593 +2.37356416592799 +1.1496898774485376 +1.9198978896039793 +1.2791553165411655 +1.6055276025711447 +1.9482999811790622 +2.3752852302118983 +2.568327185221318 +1.0545297329559526 +2.7722713269449204 +2.2455945387939855 +2.0116416840449003 +1.84606636279715 +3.3489747539489083 +4.274584950157793 +2.6400180280297434 +2.249963794935895 +2.180956024417588 +1.6850615210031314 +1.6108047616382195 +3.3109161985560207 +1.2881590304176096 +1.1997900938178734 +1.8209450421596327 +1.9376738368401198 +1.1031933716726472 +2.849132297144285 +1.1681575311259957 +1.447246947932756 +2.536436571554292 +1.7941163959977153 +2.1532579532652245 +1.8759480720126034 +1.6653547892670326 +1.9118357199699205 +2.032281256369395 +2.079988675136736 +2.9394128760610174 +1.4355344449545835 +2.923448184183887 +2.3286729744534114 +2.1251666270665597 +2.9286361463999775 +2.861874673806751 +2.50246800050026 +2.4681631900219094 +2.173635012406611 +2.364502551879604 +2.3730583360172828 +1.8479722059837251 +1.9645770645834724 +1.9532030834739316 +2.089432834412031 +1.651484360791535 +1.8028216253901905 +1.0793841687093475 +2.7828166575993336 +1.7858656485606754 +1.591256422540931 +3.0031227289761184 +1.8046800200386346 +1.876788677781371 +2.2103759081800836 +1.8454964335743664 +2.068161473943534 +1.6694434490461263 +1.4056512010177211 +1.763407611494866 +2.0749453727107077 +2.0970224657640313 +1.5118806115473418 +2.7947303054545327 +2.1840198204033507 +1.8584011153020124 +1.0063993613929252 +1.466657308309754 +1.6012199389870945 +1.8027295282400824 +2.674841714889124 +2.4920957664011727 +3.5198210189136425 +1.6028543627926166 +2.9928644671775233 +3.158320719399363 +1.5687452004296036 +1.9377120000002324 +2.164425154244325 +1.0545297329559526 +1.204216689540264 +1.7702215133244636 +1.1765002759560417 +3.0239076758185597 +1.4060075517602872 +2.849078000823196 +2.319133293859797 +2.2010792145431273 +2.18582926837737 +2.3091764050328694 +1.0001347974783676 +1.7490202334025144 +1.5114758723428467 +1.3404081659018483 +1.8341842923326188 +3.1125116179487393 +2.5717336131046977 +1.2203540496009715 +1.3679827963089581 +1.568936089389519 +1.4527723263502041 +1.8027295282400824 +1.1906841585400072 +2.465713191709326 +1.6079222369977562 +2.0402279618374015 +2.937239236462556 +1.254316069720026 +1.8918845900240502 +2.365050024148322 +1.842107116552397 +2.959765690450751 +3.0779295077358797 +2.364110506452213 +2.4665355403115288 +2.4052305336453705 +1.4999659471095217 +1.5179489163248854 +1.3911329722307422 +1.7686216857268215 +2.6252027134384224 +2.8995982201910118 +1.7280732609107718 +1.5760372909091713 +2.2909761650837988 +2.787243214750116 +2.0027073139134735 +1.1175423288448836 +3.151527475581657 +2.017480270190868 +2.3243725502919776 +2.1519554659049485 +2.3432545583458158 +2.848043710418631 +2.016899826199192 +2.9722528334950913 +3.1294769556065263 +1.9076884305359767 +1.6092335618909865 +1.706967799810604 +2.445603826749034 +2.966362634871891 +2.405668015314574 +2.1209138098474623 +1.7969743968330134 +2.3729140649392884 +2.3286222381494355 +1.5117297243732073 +2.981890278174903 +1.6294316726988696 +2.108521783265074 +3.3057921358243516 +1.5358840325346546 +2.735703982006609 +2.432757897094012 +2.207052838263721 +2.7162248907801034 +1.231832291017773 +1.789982208143583 +2.4781048440443114 +2.633169817100137 +2.6308327595633485 +1.7814206792898204 +2.1364037953529005 +1.4520152254449497 +2.1023238564973004 +2.296105785862424 +1.5005859793407765 +2.6821205736722296 +2.6429138156145613 +2.048998452858647 +2.4585850197072086 +1.4463849434223028 +2.1181487087077633 +3.1819165648021097 +1.5913490170078008 +1.5698356163702722 +2.795124263352337 +1.3837403585156738 +1.9041047487192826 +2.2223075477077834 +2.1973901798004554 +2.5000590764852118 +1.6125849588008543 +2.7280999728935673 +1.6863525800972934 +1.0355424692612512 +0.9612830355561346 +2.084484273806272 +2.168485089605697 +1.791715505260963 +1.5226229644548002 +1.7879747440389844 +2.7198817389614263 +0.9435612261096145 +3.6924649607333704 +3.6733784976625508 +2.9130327173042567 +1.8255057132907198 +2.068938852408401 +1.4702470467082585 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_notRegularizedBias b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_notRegularizedBias new file mode 100644 index 0000000..e7f1790 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_L2LOSS_SVR_notRegularizedBias @@ -0,0 +1,1186 @@ +3.2249923623250973 +2.065284729247952 +2.2725390419415423 +2.5217958197893156 +2.720035675485356 +1.0490987911543468 +2.529083909256526 +1.3604216588330995 +1.91926779083678 +1.7581258959808557 +2.210617904312862 +2.3833650261856625 +2.427791043265242 +3.920808886152913 +1.1237858420798656 +3.1071309014628867 +1.9137649710357254 +2.9661815211744926 +1.8464022736523404 +1.646001321214172 +2.1603988467923805 +3.276490290613182 +1.6690333621730873 +1.3131054518168213 +3.517115416851983 +3.297417231086184 +2.204200254425854 +1.8465329128439312 +3.0864686768738783 +3.1925696350469046 +2.5614155698615892 +1.5744976692781234 +2.33337352054328 +1.8170005589432332 +1.3657200918778722 +2.6527635596131325 +2.9104740955133703 +1.821269629330338 +2.71470774369009 +2.794865008101804 +2.282592640890903 +2.1014367562994063 +2.3910413853638084 +1.284066694514315 +1.3464999954828822 +1.743739361095667 +1.8483821280086308 +1.7310707499157216 +2.411784093038872 +1.6178619034923793 +0.9919131473841478 +1.7589666083500264 +2.4633103054639163 +2.4327961589902323 +1.8118142251773497 +1.3447515574382123 +2.7060132609176417 +2.513189997651513 +2.8693152851867447 +2.394949429639299 +1.7370759023958933 +3.010919386953464 +2.024824405390463 +1.9569960270456161 +1.8669496767045781 +3.044589188446832 +1.9898224759472232 +1.6428101598223408 +1.2363838987601283 +2.0300928380698364 +2.6064024596218553 +2.4439797569900397 +2.5777749776661616 +2.6702575735454666 +3.1935783343446453 +1.0999940163559556 +1.658627129912517 +1.8950052837652942 +1.3501953473885182 +1.7768544590968403 +1.8194361315670182 +2.2757730448906566 +2.4156113820613028 +1.307343785409029 +2.654643981979266 +2.914246331940462 +0.9127480059811579 +1.4933723088052435 +2.415403071977201 +1.6743357308858502 +2.096911162181037 +2.929537734119202 +1.5974375381062815 +2.4667509593920576 +2.7486530431184835 +1.4937275540899466 +2.2677748893919945 +4.167435402622965 +2.330456965185904 +1.2652691763094301 +3.4278503069752846 +2.2062242881392744 +2.9387992687256896 +2.3444525393476896 +1.659481023506537 +1.8685214772351069 +1.5632923262646545 +1.6399342696476729 +3.074147022069521 +1.691569082590282 +2.238430523087794 +1.283228918456485 +2.484079894890293 +2.4657993301485535 +2.1037530645244065 +2.717605529876055 +1.9755521215345409 +1.2475213820625286 +2.680579130673041 +2.1443065188773858 +1.2034080508862364 +1.7558296021670248 +1.076895996839998 +2.1502523588910782 +0.8416249096386712 +1.9700684210536767 +2.6963186046784906 +1.3469149716959556 +1.7550725260129731 +0.9496947836850668 +2.2648304365621645 +2.5765942383168463 +1.9596621585680447 +1.6267513792599282 +1.9530659784863127 +1.7705400145847143 +2.720097758793551 +2.464646090558757 +2.7560665676542917 +2.02101573680564 +1.7561936862447691 +2.0253882044830505 +1.6881391226228464 +3.7631227020700146 +1.7857739385726115 +0.490427744894014 +1.046786993504089 +3.133055634193256 +1.4550592404577176 +2.021097690457347 +2.8201884324121007 +1.4841242890727793 +2.4678626605849185 +2.2140415766359482 +1.6215933313611213 +3.137522831117985 +1.7307668895355275 +2.500267168503967 +1.8177670563264534 +2.592399375379145 +1.902399916070371 +1.8105696165977452 +2.8417699160525776 +2.621283945284134 +1.7717697699983441 +2.97344198526583 +2.469475145686445 +1.833583058082933 +3.3704873847510344 +2.9764744955170683 +2.3938968952564634 +2.021853491299582 +1.546982326232231 +3.0366824272071247 +2.338510239501562 +1.794903248206371 +1.8080049721499738 +2.8946936363317786 +2.758512326907762 +2.336414637645214 +1.90042959979457 +1.9731087690211788 +1.4835927080683085 +2.5483050999616297 +2.0954251547156373 +1.70122498685426 +2.3166639534972457 +1.347717351987132 +1.9244574435286521 +1.8740178358734363 +2.220962204804463 +1.8926035050800452 +2.8077465951412774 +1.362915712732345 +1.302019343313771 +3.0831323922453397 +2.5990667462101453 +1.7155183787773585 +3.02567556310425 +2.6948573310850987 +2.1766632134196007 +2.3900725915622782 +1.5284831878752394 +1.250984121829535 +1.1022144952128172 +1.2884221235032196 +1.9210277663110595 +2.1635738652109437 +1.7099802830469317 +2.33564040121863 +2.851163257569073 +1.2984633126551957 +1.6207490983910513 +2.4226380072368463 +2.2535425139069734 +3.051365342146057 +2.555137034449055 +1.2140086652012325 +1.7124694873100583 +2.2480653453685915 +1.9646204579097657 +2.6803599965514473 +1.3564599129982045 +2.666335209192187 +2.479797019854655 +3.3769269693653428 +1.3441617956926846 +2.4327034282020925 +2.870509895710644 +3.199836049391845 +1.3220527592872757 +2.7393874311462216 +1.7616528783320615 +3.26113082608112 +2.4186938287091433 +1.429870617048068 +1.6335046932404957 +1.9959088201243154 +1.6102201860739322 +1.3981189750226752 +3.3280467757255017 +2.3880031448033043 +2.029701294930054 +1.5308441833554454 +1.7209659660876304 +1.325054284323529 +3.291981866246534 +2.9072774401204637 +2.0125793192483385 +2.1968501556771085 +2.387481360574428 +2.3869370213464287 +2.184066143050472 +2.152976225099899 +1.1935896084001267 +3.34835696726348 +1.3258769999636788 +1.6693452462563205 +2.5966353648770246 +1.3837464624659277 +2.9581780615065396 +1.668883592201445 +1.0961999758005794 +3.06237530303628 +1.4526508553437252 +0.9672189852012554 +1.1540207392241701 +1.6743582025736468 +1.6325568317359183 +2.469831450047551 +1.6568471623169188 +2.2541280984764844 +2.1261702253159305 +2.7855666657989615 +2.08943131380145 +1.5667976967865247 +3.3315652004168155 +3.096534293160198 +1.4269332910135994 +1.3203701024055405 +2.7052751480260624 +1.584633702848346 +1.3015983976429153 +1.9053605341944753 +1.5542524814042773 +1.7726982833194873 +2.5970480323099605 +1.4344515147006551 +2.0433147530544544 +2.319689408089724 +1.362462434258882 +3.266966998484248 +3.224558625857761 +1.7307784739152758 +3.338361361080912 +2.6294545418965183 +1.941689284373308 +3.2422337602181317 +2.6793786275914155 +2.832104284091784 +1.964170892662516 +3.199046225356191 +2.672028219907355 +2.4453356233593264 +2.4190834915071036 +1.0194477908324926 +2.6295618598353796 +3.1849095398440226 +2.362230353075532 +1.550474778172215 +2.689410622416401 +1.5793700244683275 +1.9889426377356365 +2.221046787949901 +1.9506016558490469 +2.3229692387121044 +2.7955406394039564 +2.125164937275906 +1.90042959979457 +2.238597103956889 +2.0022276945438735 +2.500267168503967 +2.0157545716760232 +1.9743584996715464 +1.014501236322101 +2.031685472364158 +1.8604932890893944 +1.3008658292470001 +1.606071490452014 +1.4056522106917584 +1.5874976754417105 +1.7685634140356608 +1.1997795080866835 +2.1099753348073884 +1.9211122016800692 +2.7063308443686362 +2.907186401163788 +2.6402026215594407 +3.4721614527763593 +2.592399375379145 +1.685880633918391 +1.302019343313771 +2.2163362961801987 +2.4441071387395255 +1.9641894901175174 +1.4407959877582455 +1.8464127288694723 +2.3190684070185648 +2.164548733005809 +1.9614247712573682 +2.090769069919837 +2.7005035655749556 +2.4773473735718543 +1.1878018971286382 +2.020014638106539 +1.5687550559836883 +1.251679262688003 +1.1564392719880807 +1.0318658295628358 +2.74555175170929 +0.98682455070689 +2.77916244056379 +0.79900416760954 +1.6574901880467825 +2.4117457521297823 +2.0179401296624953 +3.033028263114409 +2.295968519243519 +1.7576539061582979 +1.6751309859473045 +0.490427744894014 +2.9234295347813473 +3.16918969950523 +3.069757148402816 +3.0178703498963197 +2.1083561482379674 +2.219558473962174 +1.7911172710235255 +0.929182463317239 +3.4091990786912554 +2.4463696252343166 +2.6224110290961957 +1.4590063569966496 +2.6169282748335125 +2.640453800995905 +2.3119125633679314 +1.487459662341925 +2.480654991899415 +2.389021150216094 +2.5623417363208425 +1.8431334879372585 +2.289595552833931 +1.8025905441503727 +2.668169340432979 +2.340059097821533 +2.915406574458424 +1.9425412063065943 +2.9165079796745146 +2.914170700844402 +2.5194003042288347 +1.431839889220894 +3.1312832061067235 +2.252537330039694 +1.5696714410321877 +2.083028268680927 +1.1359262101552665 +2.572585623207061 +2.548179855947469 +1.322039576741041 +1.8823164093863953 +3.2102860252318557 +1.4833759312000268 +2.2523334139301103 +1.7824708490794485 +2.140533794876694 +1.0742308717532432 +3.2205139452297282 +2.3319357043311557 +1.4108835301333684 +1.9375637251794382 +2.754108582030835 +2.2421057881319566 +1.4029116398728445 +1.7334706431000235 +1.1656259446535548 +2.9680775590608808 +0.6653658412970209 +1.6561353669025038 +1.000137931708584 +2.6041338650666486 +1.232787117688659 +2.977039998652189 +1.2509350876308072 +0.9816505978433975 +0.9584429023281024 +2.139524606764596 +1.5269897705443904 +2.3725393894409543 +1.2039037680268043 +1.3505293053529708 +2.2044935717526863 +1.1521791799429517 +3.975614313005023 +1.6339427443801886 +1.1946494808949584 +4.191449622199986 +2.738169254114493 +1.3119597844785011 +2.4389648738965977 +2.011942928693842 +2.5963844167722634 +2.0991891556306914 +1.068254276737803 +2.1062326999016556 +2.377963299250705 +2.7066796853602573 +2.797378317719934 +1.956596617761522 +3.126870881291659 +3.034818729164616 +1.3369273445845806 +2.7973088711735064 +2.7614385923248106 +2.7887330151381 +1.8367117718919634 +2.707697876773294 +1.2005569923351203 +1.584633702848346 +2.4190834915071036 +2.178842907080905 +1.3508305155687879 +1.3017194036535282 +1.542257449407232 +0.8545026994549764 +2.3394544277390144 +2.734302607188224 +2.763925556375211 +1.7458908663170043 +2.553505703563664 +1.9721045661254726 +3.146993835154487 +2.1047930526258822 +2.4841760517874953 +2.6501354125005694 +3.0723124244970483 +1.2943831065334324 +1.3151389185603053 +1.6860097609479592 +3.084759777878963 +3.3875788863018017 +2.5491419289492385 +1.9533220555798174 +1.7663848829516835 +1.8393940177112615 +1.8908180575168858 +1.798987862997567 +1.7479367483079833 +1.8880139627048174 +1.4689911835837282 +2.392662660492026 +2.589083504651482 +2.2672211345142177 +1.914750148486719 +2.665411104012732 +2.9165768681182396 +2.2351227643780005 +1.672918418707058 +2.6099196489302265 +2.9168776365314546 +2.9331508773700192 +3.0278352655070457 +1.1603885343229694 +2.420518305770911 +1.0692171122322414 +3.2170707163075654 +2.43498270955092 +2.28132765083745 +2.7804388601699737 +1.5456306634986265 +3.384839788633668 +1.5290106995941237 +1.5299622654071015 +1.2858079478283964 +3.252572099671734 +1.5524028596272597 +2.9945913634216317 +2.067843408465436 +2.116514882958066 +2.124244277327912 +2.1401959753213062 +2.5458286254280478 +1.4189056816901906 +2.3190676378956336 +3.1505845896864693 +1.9789746083026132 +1.5018652381105062 +1.9969831753865823 +2.167893876425369 +2.276193558824764 +1.1495036903919351 +2.117476443575708 +1.5024706027039025 +2.4787845686822347 +2.0145814556759296 +2.996092647589767 +2.011942928693842 +2.10393138696045 +2.473648968640277 +2.242776334825104 +1.7403273191101363 +2.9893017173203362 +3.2669609223429354 +3.3927361958537925 +2.6586749636147227 +1.545550586612232 +1.0391020525163297 +2.5195101630139094 +2.587845104264975 +1.4260798984559353 +2.280257279255507 +2.3617695717445177 +1.8364593662070816 +2.2725390419415423 +1.4428691656796546 +2.8097518199732368 +1.518859772837561 +2.970832402641894 +1.2591671512198477 +2.9425254389391062 +2.549995981435766 +2.437378255205087 +2.4010723583030944 +1.8706789182731187 +1.90042959979457 +2.7475094243490212 +1.9235976807531516 +2.822947716390864 +1.232787117688659 +1.7435819291926373 +2.3794425518054356 +1.3601766078418065 +2.7622240107706117 +3.1893274322933527 +2.7753425583666327 +3.4046652470690164 +1.0939228341755163 +2.601627202047483 +1.3147602963159086 +3.176619136305339 +1.3544423218778932 +2.464672442490908 +2.5863485171950282 +1.8774654020665174 +2.631229035867906 +1.538773844120706 +1.5747157982051765 +1.5763680988727495 +2.840050135861551 +3.013878289895607 +1.7381240221348053 +1.8447081905255143 +2.069617698878701 +2.484478394735082 +2.254354500903371 +2.6128859669450555 +2.986822867126411 +2.7602560419482876 +2.1033802117196627 +2.687239207405251 +1.1811219799770325 +3.06282687798589 +1.6430831563595534 +2.974019705272642 +2.1559287888660923 +2.3517683299411134 +1.4749776931516008 +2.474467944878097 +1.3997135282744455 +3.1046929613613288 +2.285183751540605 +1.634157061245269 +3.182706503318382 +1.0739159887102963 +2.402313950930758 +2.345418711059931 +1.6399342696476729 +2.2012555304610446 +1.762044101769237 +2.822016208866682 +2.2799913563580962 +3.284084512057128 +2.0076782297438025 +1.000137931708584 +2.207437077451351 +2.1065155273277214 +2.1562474688592683 +1.7694661161545953 +1.6266471241631806 +2.209074072026864 +2.3431449568197293 +2.3466848040720305 +2.7532409078881344 +2.8439334306634856 +1.153051835264174 +2.8844673644204626 +1.5804059897692615 +2.002626413954399 +2.8898908951311317 +2.148094459911742 +1.5686433274446416 +2.0708256628258614 +3.432561694431096 +3.514541677526047 +3.162935821556953 +1.2437880456366381 +1.241121730494141 +2.477868955029612 +2.833759956636128 +1.5273926341177257 +2.1619335030972775 +2.4822059163887094 +2.2660465899779973 +2.0011895903745933 +3.294967616493252 +2.684791121009663 +2.230398644237345 +2.2205523928277033 +2.919274062677969 +2.1641294709507366 +2.456029794528595 +2.5778734725276005 +3.1344116088227465 +1.662947289736877 +2.230515850432194 +1.9226183097807654 +3.148236694657631 +2.3647851858788114 +1.4928435013896764 +2.76663599507129 +1.0271521892672517 +2.2908286092260015 +3.1098682423757325 +3.4922244536264357 +2.520619977224598 +2.439467069222433 +2.8419724171133267 +2.41638604016008 +1.7422091659372494 +1.2429660003654266 +2.9572770525787515 +1.6837857591098053 +1.8125087743321382 +1.9067015437490127 +1.8579484542649425 +1.149736716047438 +3.219202197346076 +2.333618258753048 +2.560222420075504 +2.895905467733575 +2.7385560817934294 +1.5301780937031308 +1.472193332645217 +1.6484688807321786 +1.6432292158511268 +1.439143941812715 +2.4404461938974857 +1.521907694329221 +2.6552349764098597 +3.174383715969963 +2.970436042456597 +2.7117419897340085 +1.2472674356483409 +2.32462838958828 +2.244320220238643 +2.1324463345560485 +2.951646337892806 +3.5442847351699993 +2.328271982195837 +1.9940168008807022 +3.361916029723246 +2.90515074729212 +1.079447882347922 +2.011942928693842 +1.8648318162625408 +2.6696391765794103 +2.3860486725908494 +1.1465114240508132 +3.075964100870663 +1.9638918432161647 +1.846933328015845 +1.4169820559873016 +1.382921172040427 +1.871624421870962 +1.2969031033845835 +1.6726667493804903 +2.868920942782733 +2.425175755029922 +1.9331077487799804 +1.193624580881496 +1.7445043147226271 +1.9979507036402349 +1.4225930820675936 +3.010732009234036 +3.3364657885586952 +0.691264396967499 +2.586188880895206 +2.705017762121111 +3.4283595715238735 +1.9448787316044456 +1.8927630754912326 +2.1114129711788983 +2.6744942523958217 +2.1906178556336777 +1.9765693277194374 +1.402851354178807 +2.168286674762391 +1.9394521395207234 +0.9584429023281024 +2.1935197715175496 +2.964124002887038 +1.920764546604417 +1.7449549097485622 +2.2025164584795944 +2.31844249352024 +1.6767136081828626 +2.008607471306774 +2.7753254025844636 +1.4766202035244178 +2.9261407303818374 +2.2595469622742455 +1.8371437278090998 +2.2733972938348073 +1.6356950677788773 +2.5351332709483816 +1.1624204360748613 +1.3361467852160303 +1.772208886018311 +1.3742511995047166 +2.63452108830425 +3.1478858664444145 +1.7702229133652527 +2.8901380934578094 +1.3284127945536828 +1.6173471487963085 +1.591656237871638 +3.068491363520779 +1.6774387904173158 +2.612170174838447 +1.362462434258882 +1.197763818948376 +1.4878147778799273 +2.9751593350862318 +1.7549108339564865 +2.63467038542042 +1.852024892790944 +2.004945625352331 +1.0957187812291587 +1.8521699501558588 +1.5224207661815221 +2.065703872808056 +3.3328632119927684 +2.731797133834503 +2.408736289525906 +1.4526508553437252 +1.604973743789707 +1.325469173472033 +1.254853907067627 +2.4226824178497712 +2.281158805928015 +1.886997719676282 +1.3227498543054748 +2.347463830659848 +1.8507172986271285 +1.0118480685727582 +1.0635838372304778 +0.9850947911725252 +1.755474858277162 +1.6217989957248846 +2.90463837733839 +2.4240810087162465 +1.169738357579211 +2.4352300744431794 +1.1811219799770325 +2.533053417647269 +2.766812197097155 +2.629481479109743 +2.605283359684471 +0.5287876425078651 +1.5306943518411202 +1.552170783170593 +1.660145023533812 +2.470596019021531 +2.0491509696774175 +1.7642173991299948 +2.4634114199354467 +1.802341127214853 +1.3861230504692044 +2.3640964396510937 +1.9945952008149752 +2.991652778900975 +2.618895198517271 +2.0366590478175906 +2.17549765129591 +2.8512070601847235 +0.5287876425078651 +1.5007248246579126 +1.2103879587863995 +2.6075585644197234 +2.0025137286203103 +2.7813537433104627 +2.2324367996487715 +3.5282360229354586 +1.8550044566213575 +2.421961484120717 +1.8100674456446635 +1.6783679123188024 +1.3224948018309284 +3.115824070769856 +1.358469850573326 +1.8046849389817168 +1.8404040092466336 +1.6163159298880478 +1.4567913458849135 +1.0553080435541324 +1.519001262058322 +2.5923045605438544 +2.261266027487302 +3.4472849330519324 +2.3349645230952643 +2.9855421056612754 +2.9130463964258944 +1.7903508845687306 +1.0729308841846676 +3.307401675001361 +2.336870422379171 +1.3133993533814554 +1.9083354757140296 +1.0833398353531514 +2.599853281462878 +1.4358446642787055 +1.8890831243509567 +2.0381717828801627 +0.9685827215096422 +2.5889271528297004 +2.558014147605235 +1.645702510931681 +2.9575057773287052 +1.7354295646854954 +0.9080989248737642 +1.5536678326144289 +3.522133913747481 +2.34048731717162 +3.012043827442371 +2.548192123543986 +2.377660030503782 +2.189521932868497 +1.4986692180852716 +2.603388357358268 +1.2198268090128381 +2.4689035530389902 +2.6648776159868266 +2.592399375379145 +2.844828521812836 +2.222264379239089 +2.4266932766250457 +1.218523477374546 +2.2403789528667626 +2.318972847385365 +3.051032667868497 +1.2847188490158166 +2.321594203386327 +2.6127926772228816 +1.8175234859140033 +2.72745919790441 +2.5778734725276005 +2.0645181768814966 +3.0215891129390617 +2.5705804810640385 +2.195636059900283 +3.2090548225066318 +1.6399342696476729 +1.856378554270227 +3.0443437164011025 +1.9183250132499667 +2.849715055010705 +2.761559939027532 +2.5371904213065597 +2.9176385414990476 +2.1774742197071433 +2.5852996290300085 +1.1460098978764721 +1.3184070546595785 +2.1879967757757464 +3.0450405056800935 +2.2853138907613806 +1.84483806456596 +2.0441859108792118 +1.9623880447207562 +2.8001913667520064 +1.6822050351078341 +2.648843404754979 +1.478199926646364 +1.9877195511845678 +1.9144990237824415 +3.035848787480418 +1.8440873630188208 +2.496147034281009 +1.1715015723169013 +2.0866223250028666 +2.428912892775688 +2.791423220166244 +2.138377975076483 +1.7214762335362215 +1.4843037485928945 +2.22268454404628 +3.1027378112917128 +2.778263953573135 +2.1896405115720445 +2.2810897695565604 +2.900843450336534 +1.9226183097807654 +3.342641952914394 +3.043900744758313 +1.9700684210536767 +2.7535458317457455 +1.8206719537798501 +2.6871467218227227 +2.255896704702695 +2.071988845221446 +1.2112127982512582 +0.927750586287988 +2.008423839543318 +2.4988280653154273 +2.9507515140235 +1.4016528522882603 +1.7128602781923596 +3.023996662163964 +2.3735678226002075 +1.1496895372959344 +1.9199037157607204 +1.2791540531433792 +1.6055291372405527 +1.9482971866430885 +2.375284801884905 +2.5683277383001712 +1.0545302116814974 +2.7722717204723812 +2.245598523733214 +2.0116437967751635 +1.8460702310728412 +3.348977064098135 +4.274581667782638 +2.6400186319707384 +2.2499632230598237 +2.1809599252427287 +1.6850606748468062 +1.6108016001842484 +3.310918429199792 +1.2881576878275256 +1.1997885994778446 +1.8209480457663525 +1.9376734048383288 +1.1031955515316867 +2.84913289128228 +1.168156510930021 +1.447247836064416 +2.536440879304145 +1.7941214126491545 +2.1532597919915966 +1.8759485605477912 +1.6653536784068086 +1.9118423232853279 +2.0322859430769733 +2.079991661196809 +2.939414593774693 +1.4355340056122217 +2.9234471396056327 +2.3286753024540094 +2.125164937275906 +2.928634948221751 +2.861879036413717 +2.502468769745053 +2.468164276644674 +2.173636620637616 +2.3645021361243366 +2.3730603304253615 +1.8479716102804131 +1.9645765342446997 +1.953202411700885 +2.08943131380145 +1.6514818663372925 +1.802824981092518 +1.0793846396082798 +2.782815600568134 +1.7858649448235506 +1.59125810617113 +3.0031251177086364 +1.8046873836374773 +1.8767893544437575 +2.2103744141840256 +1.8454964958619509 +2.068165857256465 +1.6694445971329157 +1.4056522106917584 +1.763406440138833 +2.0749469489006196 +2.0970206489457843 +1.5118814639949263 +2.794728958485281 +2.184019980952892 +1.8584013243771365 +1.0063973843412297 +1.466657214764791 +1.601221386666506 +1.8027304349855597 +2.6748434990876495 +2.4920951021686863 +3.519822119990309 +1.602854998198068 +2.9928652684199895 +3.158323608308957 +1.568746727688165 +1.93771984789934 +2.164426086999579 +1.0545302116814974 +1.2042196654729747 +1.770224419790686 +1.1765026290958382 +3.0239092847648297 +1.406005793708892 +2.8490765476725635 +2.3191359238917 +2.2010813483190574 +2.1858295902320206 +2.309178480300656 +1.000137931708584 +1.7490202371033639 +1.5114762472867245 +1.340407002605512 +1.8341841053250603 +3.112513248635543 +2.5717346005886497 +1.2203530303226167 +1.3679804175251151 +1.5689374759702843 +1.452768582613322 +1.8027304349855597 +1.1906825026418717 +2.4657151337151793 +1.607924869222167 +2.040231113972401 +2.93723706638721 +1.2543182004295268 +1.8918859871489755 +2.3650469420381426 +1.8421089710279157 +2.959769296661044 +3.077930079528276 +2.3641165974413734 +2.4665359229452624 +2.4052284562790573 +1.4999647624152699 +1.5179455762632623 +1.3911320851078322 +1.768622121775052 +2.625201808436577 +2.899599326594768 +1.728069618135745 +1.5760385952166835 +2.2909750093031804 +2.787240765361069 +2.00270689918122 +1.1175407905318813 +3.151527731429794 +2.0174803928075122 +2.3243740752074786 +2.1519539703396937 +2.3432574381609133 +2.8480436014928636 +2.0168991365047884 +2.9722493674224744 +3.129477658227975 +1.9076874443710838 +1.6092356181543312 +1.7069654786486868 +2.445604637521977 +2.9663630875930953 +2.4056654359714607 +2.120913314751125 +1.7969780928956676 +2.3729173121758773 +2.3286218085251074 +1.5117308095020738 +2.981890972820219 +1.6294305759812402 +2.108518000832118 +3.3057905331467192 +1.5358825133436838 +2.735704605415566 +2.432758076291417 +2.207053697805895 +2.7162241714444426 +1.231832123184191 +1.7899864473223535 +2.478109223178582 +2.6331724029467694 +2.630837741379353 +1.7814202490903257 +2.1364087633624314 +1.4520177113578336 +2.102326956978408 +2.2961019114080594 +1.5005845913813292 +2.6821198766634198 +2.6429163755241345 +2.0489989676229845 +2.4585844907619223 +1.4463899359797514 +2.118151286724555 +3.181912978888986 +1.591347821105802 +1.5698340748049955 +2.7951257213800322 +1.3837375395995974 +1.9041035469742809 +2.2223101368224665 +2.197394387117133 +2.500061994142342 +1.6125861642401789 +2.7281021713839837 +1.6863585350833357 +1.0355402681514554 +0.9612822191487971 +2.0844862367753567 +2.168488633156624 +1.7917170318216686 +1.522625279650315 +1.7879751130943877 +2.71988568799356 +0.9435592672865443 +3.6924643511902873 +3.6733773807903076 +2.913036534999356 +1.8255068450872707 +2.0689404287203024 +1.4702492259368798 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_LR_DUAL_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L2R_LR_DUAL_bias_-1 new file mode 100644 index 0000000..deb2806 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_LR_DUAL_bias_-1 @@ -0,0 +1,1186 @@ +0.9997767062476017 2.2205016380235528E-4 1.243588596011451E-6 +0.03323593771292192 2.659782189274178E-4 0.9664980840681506 +0.3096497305005346 1.546685770153866E-4 0.69019560092245 +0.9910469267372899 0.008946976159139553 6.097103570555778E-6 +0.9982906058345988 0.0016467921712030621 6.260199419821114E-5 +0.0015605309103819203 0.9892504284924706 0.009189040597147426 +0.9994467827079161 9.120142650032045E-6 5.440971494338313E-4 +6.636942425662604E-4 0.025709350424158894 0.9736269553332747 +0.8420366267831173 0.15789919936304844 6.417385383430142E-5 +0.03743893887718501 0.95329111762036 0.009269943502454905 +0.3005325287674989 2.952453363085454E-7 0.6994671759871647 +0.9993753546148021 6.046561748703235E-4 1.9989210327543852E-5 +0.999317913446529 3.375347302710384E-4 3.445518231999326E-4 +0.9999993788978392 2.2113192295415806E-7 3.999702378578211E-7 +0.005575091964195849 0.9944219130055362 2.9950302680304617E-6 +0.999872958197505 4.665633825059947E-7 1.265752391124092E-4 +0.04027911846547335 0.8462573552165213 0.11346352631800531 +0.9998566525529041 4.5952938827363794E-5 9.739450826855228E-5 +0.9669916317385758 0.024741486378075953 0.008266881883348167 +0.0034542763186659435 0.007871777975158686 0.9886739457061753 +0.028067425111833733 9.548570884536287E-4 0.9709777177997126 +0.9999703026972689 2.6965166332475263E-5 2.7321363985187824E-6 +0.09520982515811192 0.19419753593526376 0.7105926389066243 +9.270829571982696E-5 0.3430414773462615 0.6568658143580186 +0.9999394252999931 9.344656097142287E-6 5.123004390973058E-5 +0.999818182142105 1.4183507932663638E-5 1.676343499623889E-4 +0.9909589134169405 0.008854784200331747 1.8630238272766058E-4 +0.002830804677299334 5.762722907209886E-4 0.9965929230319797 +0.9939456890346838 1.2555709730888334E-5 0.006041755255585124 +0.9998689533601166 1.305258405404049E-4 5.207993431060462E-7 +0.9973078642119765 6.560432257004205E-5 0.0026265314654536263 +0.0012157299624874372 0.7822545391451237 0.2165297308923889 +0.8507557901197182 4.8184439783935986E-4 0.14876236548244234 +5.74449068524437E-4 3.739700781665565E-5 0.9993881539236589 +0.0026038556359402705 0.9964412006666893 9.549436973704529E-4 +0.9960808511019067 1.7696430708094824E-6 0.003917379255022526 +0.9669187471812836 9.153725294365254E-7 0.0330803374461871 +0.8134401289512627 0.18623834915314097 3.215218955963627E-4 +0.9947695603525869 3.572476203699237E-5 0.005194714885376106 +0.99953095606333 4.6434684954163726E-4 4.697087128529403E-6 +0.31643506855039766 0.6835647995243156 1.3192528678887412E-7 +0.9804971177739676 0.018758388446361816 7.444937796705163E-4 +0.055903719805186755 6.365574830086493E-4 0.9434597227118047 +0.0014189148808686231 0.9985527531923628 2.8331926768556148E-5 +0.005135935049961456 0.9922686967479903 0.0025953682020482616 +0.00392513851708319 0.12838983126728357 0.8676850302156333 +0.043959954848112937 0.9560339226714201 6.122480466753677E-6 +2.0300317670311313E-4 0.13705955017168675 0.86273744665161 +0.9797499722471555 0.020220263753614773 2.9763999229640785E-5 +3.943168225696628E-5 0.0014682942858223913 0.9984922740319206 +2.682207188227252E-5 0.9792429204448191 0.020730257483298667 +0.25657512310100156 0.743424856514082 2.038491651135955E-8 +0.633978385582169 1.8533075770602947E-5 0.36600308134206033 +0.978962782241984 0.021025367027292803 1.185073072322693E-5 +0.0074362452100858924 0.9780260105385559 0.014537744251358268 +0.03954324130574296 0.9600832692923598 3.734894018973909E-4 +0.9990965507423106 1.7599867547019495E-5 8.858493901424009E-4 +0.9987156790726106 6.374287176315408E-4 6.468922097578177E-4 +0.9996794133739302 1.74472006333314E-5 3.0313942543643333E-4 +0.18686781978611883 6.096564942919392E-5 0.813071214564452 +0.13711248809115575 0.8626500095809657 2.3750232787849465E-4 +0.9998116524760895 1.5796330918497713E-4 3.0384214725520712E-5 +0.9974598471306758 0.002400868260993163 1.3928460833109653E-4 +0.538905794549665 3.3039727049704703E-4 0.4607638081798378 +5.114274300918411E-4 0.019036492724019183 0.980452079845889 +0.9975596292102241 8.050473933431773E-6 0.002432320315842468 +0.9413090051251155 0.058550035242211966 1.4095963267262183E-4 +0.9792047514761635 0.01666761275840211 0.004127635765434292 +2.864803799019419E-4 0.998965738861391 7.47780758707187E-4 +0.2104716014909263 0.7892691611716804 2.592373373932479E-4 +0.9998624290754734 1.0971866604981243E-4 2.785225847691797E-5 +0.998622081408217 0.0013454875609618378 3.2431030821184426E-5 +0.9983217878998669 1.695835178231853E-4 0.0015086285823097936 +0.9288143525776832 3.3075108638596864E-4 0.07085489633593069 +0.9999720075971372 1.621309346804895E-6 2.637109351604074E-5 +3.8320571576404565E-4 0.9831938843317098 0.016422909952525985 +0.9329297539204103 0.06682665512900879 2.4359095058076313E-4 +0.049110792883728493 0.004101193118791842 0.9467880139974797 +0.002545259187374875 0.9661482348571584 0.03130650595546676 +0.061759639600271955 0.9382397212922379 6.391074900888732E-7 +0.07334315325654156 0.03313861644008801 0.8935182303033704 +0.9994254399290025 1.9508187843863162E-4 3.7947819255894106E-4 +0.9989615755947223 8.628269896433715E-4 1.7559741563430865E-4 +3.6829399704470215E-5 0.0067465654342142 0.9932166051660813 +0.996247879638727 1.028512595453627E-5 0.003741835235318536 +0.9998856966674945 8.185263095547633E-5 3.2450701550060296E-5 +3.526518874733694E-5 0.9091875815966118 0.09077715321464074 +0.0069760498739205624 0.03684449470904063 0.9561794554170387 +0.9971211113510746 0.002800117699525186 7.877094940022958E-5 +0.10022692230578298 0.8971149869839649 0.0026580907102521064 +0.005530301565799497 1.1903569069478762E-4 0.9943506627435058 +0.48195507719491615 2.3575818142672713E-5 0.5180213469869412 +0.5075372562992286 0.49162423162209967 8.385120786714724E-4 +0.9903155294311837 0.009631174261676227 5.329630714006137E-5 +0.9953827688972634 0.004616129367027947 1.1017357086164567E-6 +0.13037003863793448 0.8696263692947223 3.5920673432680466E-6 +0.9014294570310603 4.842381333993968E-4 0.09808630483554041 +0.9999160681974711 8.223496818944212E-5 1.6968343393652194E-6 +0.1963951336495643 1.0274266798977218E-4 0.803502123682446 +5.579558608090799E-4 0.8941761185251702 0.10526592561402073 +0.999626032267199 3.7267874335234234E-4 1.288989448753677E-6 +0.2343603634181141 9.447933471961283E-6 0.765630188648414 +0.9686190868886762 2.454321370685194E-4 0.03113548097425538 +0.9523491220901298 4.615351371247057E-4 0.04718934277274556 +0.03736815692325811 0.9626310053550245 8.377217172920581E-7 +0.2830780359623958 0.7169210121863787 9.51851225490866E-7 +0.015626223224278632 0.9793186499337948 0.005055126841926514 +0.005717830967113737 0.0020949572461331644 0.9921872117867531 +0.9998194551890544 1.5910847999909772E-4 2.1436330946539466E-5 +0.04916606201093623 0.0024990759899136284 0.9483348619991501 +0.5602193377845119 5.2999229630709696E-5 0.4397276629858574 +4.949925742526936E-4 0.9994887465910983 1.62608346489584E-5 +0.9999043439614858 2.0709731989445824E-5 7.494630652481083E-5 +0.9821514673317867 4.008796462484648E-5 0.01780844470358847 +0.11404588548664851 0.8846869857878392 0.0012671287255121664 +0.5712093603971153 8.476265717036748E-5 0.4287058769457144 +0.9572072403807976 0.00325666940339838 0.039536090215803975 +3.236557473500626E-4 0.2012126321814587 0.7984637120711912 +0.9872959718085095 9.457531386139806E-5 0.012609452877629143 +0.9776286078634221 0.022088602586546664 2.8278955003117656E-4 +2.2202375253237966E-4 0.8790205559526316 0.12075742029483594 +0.025544640398419454 0.0017092250280217837 0.9727461345735589 +2.2486935344207107E-4 0.9996033796720978 1.7175097446009047E-4 +0.05124456109228649 1.9431090570150162E-5 0.9487360078171434 +1.3271028115004615E-5 0.6651907483008057 0.33479598067107935 +0.0020020807131093834 0.03380359257321091 0.9641943267136797 +0.5370687515078826 8.540878352451581E-5 0.4628458397085928 +2.695047027957517E-4 0.22032629810277593 0.7794041971944282 +0.022239992507047158 0.006740115234114966 0.9710198922588379 +7.604937251979448E-4 0.9992012893626976 3.8216912104582266E-5 +0.5736959677416842 1.5955184601115587E-6 0.4263024367398557 +0.9998196979765623 1.22319245469079E-4 5.7982777968604856E-5 +0.49014189095506094 0.005163573079841251 0.5046945359650978 +0.02666720800269282 6.949859104974354E-4 0.9726378060868097 +0.3260121969986068 0.6739706197145505 1.718328684277111E-5 +0.008608723975555553 0.0021898509526089914 0.9892014250718354 +0.9997560059344818 5.5480351866212515E-5 1.885137136519429E-4 +0.9417781498051342 4.192410466744221E-4 0.057802609148191325 +0.9811149489891359 0.018884829035536968 2.2197532724238996E-7 +0.997200989949615 1.5593575015800554E-4 0.0026430743002269267 +0.0016880495807112 0.044716452447640775 0.953595497971648 +0.6729039051635459 0.014214902572234333 0.3128811922642197 +7.640165301601886E-4 0.0034918734228668673 0.9957441100469729 +0.9983617296757361 2.8511346248399966E-7 0.0016379852108013156 +0.028761898733866458 0.9711764436730032 6.165759313030515E-5 +0.0013704636158461865 0.9970711773234948 0.0015583590606590841 +1.2391509383464686E-4 0.9818197413298562 0.018056343576309232 +0.9999682259906891 5.862931461442979E-6 2.5911077849427357E-5 +0.15575812228092373 0.8441856664967078 5.6211222368503854E-5 +0.14691838851291913 0.5621650865311599 0.2909165249559211 +0.9999695060803575 2.9245961744734228E-5 1.2479578977250045E-6 +0.003022697459926494 0.9949085808279274 0.0020687217121460326 +0.9998473137179494 1.3822346031044203E-4 1.446282174015692E-5 +0.5314785354547648 0.3114379846766041 0.15708347986863122 +0.009930410736803551 0.9868647257668997 0.0032048634962967776 +0.9823420684861269 1.6761001706658473E-5 0.017641170512166557 +0.0033272623077264373 0.05190341107248464 0.944769326619789 +0.16849847153717099 0.8313706669525964 1.3086151023257878E-4 +0.9006497268238786 0.09919794441178467 1.5232876433676534E-4 +0.2691221170647073 3.093271093328417E-5 0.7308469502243593 +0.12411971565833546 0.8758794941618369 7.901798277665894E-7 +0.004942981621978595 0.004412341995012103 0.9906446763830093 +0.9943909547744325 9.126430158621036E-7 0.0056081325825517335 +0.9924889683624719 0.007505992080901062 5.039556626980784E-6 +5.965830176303902E-4 0.025227533218334534 0.9741758837640351 +0.9999430401087114 1.703455618515163E-5 3.9925335103498533E-5 +0.7958388279080975 0.20415974184429497 1.4302476075918826E-6 +0.04481048678966282 4.79678576148055E-4 0.9547098346341891 +0.9999375186399198 8.002075756323092E-6 5.447928432384064E-5 +0.9969777477358529 2.2571949140168625E-5 0.0029996803150069296 +0.9684940008047522 2.4272184692923902E-5 0.031481727010554676 +0.2900274011049741 0.26843383239007035 0.4415387665049556 +0.003072065561949213 0.013375163891271804 0.9835527705467789 +0.9982985851786544 2.5568637301941698E-5 0.0016758461840434102 +0.999830377950694 1.5776469721268756E-4 1.1857352093317335E-5 +0.003174079024947077 0.9967476171563875 7.830381866543191E-5 +0.7736361269386329 0.002402338699578923 0.2239615343617882 +0.9968749509821329 2.7906441764609082E-5 0.003097142576102503 +0.9985279971037273 0.0014322999685975986 3.970292767523192E-5 +0.870611607066883 0.001285593359721074 0.12810279957339596 +0.026536038147890788 0.021748032350702908 0.9517159295014063 +0.17098787893493814 0.8290119390511269 1.820139350747291E-7 +0.004681906721153088 0.9790322835158026 0.016285809763044206 +0.9900348894113437 6.960679073485079E-5 0.009895503797921416 +0.9969673037784923 0.0020166004932156045 0.0010160957282921866 +0.7464601069825282 0.25060776929466094 0.0029321237228109136 +0.8961231031090221 1.490048021591884E-4 0.1037278920888187 +0.011441447707679001 0.9692063867825252 0.019352165509795766 +0.03281367691564456 0.007613330861057865 0.9595729922232976 +0.30892270122583465 0.6910771074928792 1.912812860539683E-7 +0.6297462076407077 0.029070326523116058 0.34118346583617626 +0.1359849366493902 0.8524728214296619 0.011542241920947934 +0.9975234218079687 0.0024714356944801627 5.1424975512335156E-6 +1.2728243404299422E-4 0.6787442916193261 0.32112842594663094 +0.010636291551725735 0.9688543758513256 0.02050933259694852 +0.9989744332165301 9.147148887847456E-4 1.1085189468499798E-4 +0.42785379877032287 1.751015596847246E-5 0.5721286910737087 +0.003198700150993776 0.9960241027691004 7.771970799058124E-4 +0.9999908160512017 7.543712289385486E-6 1.6402365089661523E-6 +0.9999663986697355 1.7109102332019013E-5 1.64922279323727E-5 +0.9992239536091778 7.339255118622608E-4 4.21208789598205E-5 +0.9913662776556362 0.0020709443771500555 0.006562777967213737 +0.1569176437770936 0.23344357804283203 0.6096387781800744 +0.00188285784570179 0.993261098902251 0.004856043252047368 +0.003017142711845614 0.9936414106367792 0.003341446651375203 +0.4100558260791016 0.5696492694358554 0.020294904485043015 +0.18331788488050932 0.012664708677507524 0.8040174064419832 +0.9959533433055405 0.004042531246766128 4.125447693265815E-6 +0.060358061507943504 0.939501022790253 1.4091570180341275E-4 +0.9994751543679091 4.502351280956626E-5 4.7982211928118966E-4 +0.9997245397505182 1.3008611178807832E-4 1.453741376936043E-4 +0.00817384325508724 0.03393117643034475 0.957894980314568 +0.0014693024533667563 0.9888227266300381 0.009707970916595091 +0.9121312684714443 0.06163322082213378 0.026235510706421866 +0.9909245259149687 0.009054508606164264 2.0965478867066175E-5 +0.9989955288435167 9.944023370424709E-4 1.006881944071296E-5 +0.7591451449536724 0.24085484774712854 7.299199025532113E-9 +0.0023346375951942425 0.9817712997489456 0.01589406265586023 +0.00430026210706911 0.004363086261659186 0.9913366516312717 +0.9141127157070452 0.010212270893461344 0.0756750133994934 +0.9987639431754928 8.499558864649495E-5 0.0011510612358608984 +0.9990364925785021 9.541966755852092E-4 9.310745912658272E-6 +8.067953543574177E-4 0.27004359059324956 0.729149614052393 +0.9997108951507397 7.408997488083244E-6 2.8169585177211816E-4 +0.9999838502018096 1.1494546598813981E-5 4.6552515916444425E-6 +0.9999418515669235 3.359958863464527E-5 2.4548844441891083E-5 +0.01962642515982524 0.9803388579368221 3.4716903352655284E-5 +0.6745988180341008 0.32535897144880727 4.2210517091883754E-5 +0.9978431977131775 7.1992931909131E-4 0.0014368729677311522 +0.9995759603650953 4.225909160317787E-4 1.448718872728376E-6 +0.00826658891415477 0.9856733862463873 0.006060024839457878 +0.9995074126567695 6.871971516012348E-5 4.2386762807054373E-4 +0.8997686558365611 0.10020773839441627 2.3605769022563262E-5 +0.9791327831558724 1.5583014962677938E-6 0.020865658542631383 +0.9896088755513327 0.010385136112810448 5.988335856828209E-6 +0.0019827942095260527 0.9810722675268602 0.0169449382636137 +0.06538114821160979 0.9340172273129318 6.016244754584164E-4 +0.016482777256405845 6.166630322755361E-4 0.9829005597113186 +6.309920555218985E-4 0.942893625156645 0.05647538278783314 +0.00940583822980261 0.9903542277204016 2.3993404979589418E-4 +0.9956636897315084 0.00431870494338764 1.760532510382602E-5 +0.9032930138081098 0.0966611121821964 4.587400969376221E-5 +0.08915049077941144 5.091423698938526E-4 0.9103403668506947 +2.3457411511131292E-5 0.00209793090924401 0.9978786116792449 +0.03362074232820131 0.0018495233062272396 0.9645297343655714 +0.004130627969229406 0.8919666608939116 0.10390271113685888 +0.9999031516327498 7.932468690652752E-6 8.891589855964273E-5 +0.9998237057232549 1.8852891631674518E-6 1.7440898758207095E-4 +0.861054812640285 0.0012584698137792002 0.13768671754593576 +0.023849163098325653 0.0013641701743155152 0.9747866667273589 +0.97899878274682 6.619084496795912E-4 0.02033930880350034 +0.9830442967795066 4.5930635134264506E-5 0.016909772585359157 +0.9128033539198598 0.07882753915086624 0.008369106929274084 +0.09534504703599471 9.077487972646216E-4 0.9037472041667406 +0.0015475922202880675 0.9977629001683934 6.895076113185528E-4 +0.9999836192556107 1.6257875804092562E-5 1.2286858521283001E-7 +4.888996877656696E-4 0.10344247908542359 0.8960686212268106 +0.003377882553629119 0.03380936141170649 0.9628127560346643 +0.9917108312068217 0.008260330380757932 2.8838412420446983E-5 +2.5463782571771723E-4 0.026444302640879363 0.973301059533403 +0.9993486400907409 6.510509905166485E-4 3.089187424414284E-7 +0.4320089102796382 0.5679899361772626 1.1535430991306917E-6 +4.602901742410414E-4 0.9988657896283412 6.73920197417727E-4 +0.9999268695712008 2.6566868808570187E-7 7.286476011115315E-5 +0.001312691593011537 0.016528640641597946 0.9821586677653906 +4.326580445795737E-4 0.9916518824518076 0.007915459503612995 +2.3845080810264298E-4 0.7256524687545056 0.27410908043739163 +0.09251234862999641 0.9074870542644224 5.971055811756311E-7 +0.29686927542524816 0.7031303742771208 3.50297631197556E-7 +0.996392208427076 0.0035885427012175325 1.9248871706576028E-5 +0.010051842951742962 0.9836344866107629 0.006313670437494217 +0.9627477699821034 0.03724316064094476 9.06937695182186E-6 +0.99993686705206 5.193958064768709E-5 1.1193367292359925E-5 +0.9996824291747765 2.0111554855613072E-5 2.9745927036801435E-4 +0.37109730255377155 0.6286145100799739 2.8818736625453687E-4 +0.005044286096479204 0.0067732531813276846 0.9881824607221931 +0.9999631041442841 4.25110139306432E-6 3.264475432262982E-5 +0.9987634411787788 2.556802143851889E-4 9.80878606835911E-4 +0.0059537266550587645 0.0810027390531901 0.9130435342917511 +0.020418985492426198 0.04792873037763646 0.9316522841299373 +0.9975840449395076 0.002415493724631846 4.613358604325147E-7 +7.228365818300549E-4 0.9783224746650214 0.020954688753148352 +3.434707121924294E-5 0.5233352326889876 0.476630420239793 +0.11912698913616496 3.936450375641764E-4 0.8804793658262708 +0.03880818493504075 0.0020252222103297047 0.9591665928546296 +0.9914622481527593 9.227801851640701E-4 0.007614971662076713 +0.9979002645990983 3.453715570854108E-4 0.0017543638438162427 +2.2981795332498587E-4 0.9836462455735372 0.016123936473137753 +0.9979082273276185 0.001910022459836986 1.817502125443463E-4 +0.9615204883227585 1.1963731230929583E-5 0.03846754794601065 +6.842267594279238E-4 0.9991115712251615 2.0420201541053624E-4 +0.9982417190236665 3.028414234415971E-6 0.0017552525620991963 +0.9999843253905554 5.058744581100964E-6 1.0615864863529183E-5 +0.005495695089453009 7.684576277656659E-5 0.9944274591477704 +0.9999399715044537 3.8826741531092996E-5 2.1201754015141173E-5 +0.9963864008033209 0.0026069931815374237 0.0010066060151417702 +0.25042649460735644 0.749565251603641 8.253789002593576E-6 +0.9998566704536073 6.784447995412477E-6 1.3654509839734066E-4 +0.9996985464430538 1.652881782742314E-5 2.8492473911872985E-4 +0.9984399926405207 7.793080005588075E-4 7.806993589206055E-4 +0.06815172746252544 0.014765691284850708 0.917082581252624 +0.9991246983941008 8.586904922230351E-4 1.6611113676243204E-5 +0.9930764327093339 0.006921300639804226 2.26665086199187E-6 +0.8809406828438736 0.11905770912798279 1.6080281435561328E-6 +0.06036330916824567 2.3330348287846435E-5 0.9396133604834666 +3.0375436027541084E-4 0.9321188088664509 0.06757743677327362 +0.5529048644767053 0.026775019422272808 0.42032011610102193 +0.9962599915067695 0.003733208582924311 6.799910306085418E-6 +0.09912055513077858 5.983782442232612E-5 0.9008196070447991 +0.0014541059307743656 0.0037894394469994023 0.9947564546222263 +0.9997689723600179 1.8100848321708044E-4 5.001915676502243E-5 +0.002494686236282178 0.311148838947677 0.6863564748160409 +0.9580763787258396 0.003885359129665231 0.03803826214449532 +0.9916978581222982 9.157575518558257E-5 0.008210566122516305 +0.269998164329459 0.7299523867774151 4.944889312578915E-5 +0.4622503044652166 0.0163059557319909 0.5214437398027925 +0.999960077882054 3.671661250572387E-5 3.2055054403174848E-6 +0.1658693936228779 0.8341303618603372 2.4451678498653626E-7 +0.026536038147890788 0.021748032350702908 0.9517159295014063 +0.22229303885752028 0.005919909582650854 0.7717870515598289 +0.029169897631041462 0.0010580426409323674 0.9697720597280262 +0.16849847153717099 0.8313706669525964 1.3086151023257878E-4 +0.11869471034492615 4.3619564314268204E-5 0.8812616700907595 +0.9982239434029077 5.428277519607135E-4 0.0012332288451317927 +0.0018322584697022734 0.9545372458288113 0.04363049570148649 +0.9697655468819198 0.0302331109775916 1.3421404885044896E-6 +0.057670705613534844 2.9120394502140572E-5 0.9423001739919631 +6.805450785913221E-4 0.997314049442344 0.0020054054790645767 +0.9983448893758339 0.0011581035956500462 4.970070285159834E-4 +0.00600487998352615 0.8811074436381447 0.11288767637832914 +0.0019167388522951217 0.614606513495504 0.383476747652201 +0.34369330732424874 0.6563064005668442 2.921089069596777E-7 +2.77598919474051E-4 0.3466000345532281 0.6531223665272978 +0.024421229217613177 2.4442624483586773E-4 0.9753343445375511 +0.23634902586023307 4.908177395077124E-5 0.7636018923658162 +0.9890038767011746 0.010871955329142969 1.2416796968257158E-4 +0.9772138276073532 0.022737715703097187 4.84566895496388E-5 +0.5063922732458858 0.4936077229567195 3.797394789568361E-9 +0.9994169789881454 5.763972443693572E-4 6.623767485100355E-6 +0.2691221170647073 3.093271093328417E-5 0.7308469502243593 +0.9774420937506 0.0014289817224680396 0.02112892452693191 +0.010636291551725735 0.9688543758513256 0.02050933259694852 +0.9994957714842366 4.223726318414993E-4 8.185588392186696E-5 +0.9705465623995095 0.01186686527163673 0.017586572328853703 +0.6723047476516203 0.27370937128185363 0.05398588106652594 +0.01253630802573508 0.9830729124627647 0.004390779511500164 +0.503041420715151 0.4926880112713442 0.004270568013504789 +0.0760431482364844 2.963953225115678E-4 0.923660456441004 +0.9246772923626696 8.825425271917825E-5 0.07523445338461124 +0.9885445564853687 0.011252901738522537 2.0254177610878898E-4 +0.004193107784577575 3.158986295844651E-4 0.9954909935858379 +0.9975203025654563 9.911237517633198E-6 0.0024697861970260815 +0.9994616599621275 1.4483919558246126E-4 3.935008422900674E-4 +2.9617008760682165E-4 0.9964538303306635 0.0032499995817296236 +0.36977681898068576 0.6302195592806904 3.6217386238363155E-6 +0.13921930524621487 0.86078066240359 3.2350195148313624E-8 +0.09720758296458873 0.9027855142686426 6.9027667688036496E-6 +5.460552063215484E-5 0.4919101176852319 0.508035276794136 +0.10296660804326851 0.01937465241568158 0.87765873954105 +0.9626643572761587 0.037335616102006815 2.662183438204731E-8 +9.920014473505791E-5 0.9946339980711293 0.005266801784135858 +0.9999413849077943 5.746954796712781E-5 1.1455442385670551E-6 +4.92800266615873E-4 0.9797264197932937 0.01978077994009038 +0.0134348668255753 0.940620477241396 0.04594465593302863 +0.9951431415758034 0.004293950290099105 5.629081340973516E-4 +0.004516733253156443 0.024857053523940582 0.970626213222903 +0.9999408877479146 1.3489171140340303E-6 5.776333497159309E-5 +0.9913521609109655 3.093271510618182E-4 0.00833851193797272 +0.008597561923412364 0.0032827912398380424 0.9881196468367496 +0.00929592613191796 0.8309023125654755 0.15980176130260657 +0.0013704636158461865 0.9970711773234948 0.0015583590606590841 +0.9923913512496336 9.869704588108503E-7 0.0076076617799074805 +0.9998862055773523 1.3444118550060916E-6 1.1245001079262813E-4 +0.9693429355901912 0.03065704393135095 2.0478457852279757E-8 +0.9992796093848254 2.667341629143281E-5 6.937171988832252E-4 +0.9981141111156856 5.928783614372967E-4 0.0012930105228770295 +0.8911251685642044 1.0012466423352584E-5 0.10886481896937227 +0.1899148739005341 0.8100818690230042 3.2570764617330847E-6 +3.617941349875309E-4 0.9445253586887035 0.05511284717630905 +0.9999906651627534 6.761483998451658E-6 2.5733532480459283E-6 +0.9579316718917064 0.04206823859144975 8.951684387806843E-8 +0.9858371112207666 1.3638215393387471E-5 0.014149250563839947 +0.0011214079024043655 0.9911654435910018 0.007713148506593826 +0.9978879428217593 1.2451516884785504E-5 0.0020996056613559106 +0.9996648157957981 3.678347589092962E-5 2.984007283110575E-4 +0.9998999731287928 2.8883482112584654E-5 7.114338909467615E-5 +1.0213364068041158E-4 0.15083299262998134 0.8490648737293383 +0.9931217993236854 0.006877826195811966 3.74480502498837E-7 +0.7884737420363902 5.912962278734259E-4 0.21093496173573636 +0.9705716923355153 0.029425465029860848 2.8426346238969003E-6 +0.006935620417375784 0.9695193949358876 0.023544984646736607 +0.009511474471606489 1.1423656630916055E-5 0.9904771018717625 +0.07596610171026248 0.01606072569622429 0.9079731725935133 +0.9983494192753039 0.0011870861797373764 4.6349454495877055E-4 +0.08746827439249881 1.0678360188075574E-4 0.9124249420056205 +0.9983509710462755 0.001649016276227274 1.2677497175865715E-8 +0.7970507633622079 0.20206541235559816 8.838242821939176E-4 +0.574101012262744 2.880944126998849E-6 0.425896106793129 +0.9997082847915297 2.500635613234542E-6 2.8921457285700715E-4 +0.0418046625747932 0.006155280847851652 0.9520400565773551 +0.9585775564368697 0.009099013534508581 0.03232343002862177 +0.9956365828058408 0.004362947844840756 4.6934931834897246E-7 +0.976501069179244 8.998383024701564E-5 0.02340894699050912 +0.9224044428041877 0.013487123917288306 0.06410843327852414 +0.09505331081606305 2.7476223708140096E-4 0.9046719269468556 +0.006134044449104652 0.9938366203722396 2.9335178655671853E-5 +0.9995663914008525 3.5491340838656935E-4 7.86951907609755E-5 +0.998808705423801 2.0648671620243926E-5 0.001170645904578857 +0.005672320629998691 0.016062098739288346 0.978265580630713 +0.014350801631671578 0.06924386053524506 0.9164053378330834 +0.9994569621123339 3.498703117360559E-4 1.931675759300257E-4 +0.014554867673296851 0.94282134038505 0.042623791941653194 +0.9610769656946633 0.005180488712195973 0.033742545593140806 +0.06674977067029353 0.0014069928963155102 0.931843236433391 +0.6870632777764911 0.31293665366399953 6.85595093264085E-8 +6.200296614412212E-4 0.02762560855734048 0.9717543617812183 +0.9979660373446728 3.2513846584359886E-6 0.002030711270668592 +0.9972955217801621 0.0021641531557844186 5.403250640534609E-4 +0.012068152366467553 0.9866255798316018 0.0013062678019305884 +0.952303001181446 0.00978717616495695 0.03790982265359714 +0.9703392374034406 5.883012427354542E-5 0.029601932472285913 +0.9835941186830724 0.007091207744149887 0.009314673572777649 +0.0017569914887545044 0.003987914822314745 0.9942550936889307 +0.04386336813634907 0.955518353903338 6.182779603130709E-4 +0.0017151318040587588 0.2055006614319992 0.7927842067639421 +0.9993959778272676 6.040079469872077E-4 1.4225745270194275E-8 +2.026977533361313E-4 0.9961989099819166 0.003598392264747331 +0.08039787113093419 0.9190608819420895 5.412469269763619E-4 +0.023346374575252855 0.9766439309324412 9.69449230591935E-6 +0.996758829158765 0.003229050769931816 1.2120071303286344E-5 +2.659661493806158E-4 0.13033574127310762 0.8693982925775118 +0.9999847423986504 1.5038896947417983E-5 2.1870440208130383E-7 +0.004064152633374387 0.026137404911296454 0.9697984424553292 +0.0020136343198700083 0.9337764946530234 0.06420987102710674 +6.657696756028417E-4 0.9889151071576189 0.010419123166778184 +0.6832007139541039 2.9199573017435693E-4 0.31650729031572183 +0.005066732638757866 0.9946931456631642 2.4012169807793483E-4 +0.9974035860870064 8.988958513055173E-4 0.0016975180616881588 +0.010087237410374603 0.9899064339986533 6.328590972118415E-6 +0.003371524503592516 0.9425593304423292 0.0540691450540782 +0.9870857552592973 0.012810868225558714 1.0337651514384904E-4 +0.0013712344021659766 0.9982870476837054 3.4171791412864963E-4 +0.9999964711937992 2.651219627970534E-6 8.775865728636906E-7 +0.016171027945201977 0.9834947453935651 3.3422666123301314E-4 +2.473733504808877E-5 0.9753310957668129 0.02464416689813909 +0.9999975168661545 2.0705179325342306E-6 4.1261591290452737E-7 +0.9995856597351631 1.3694738472367938E-4 2.773928801133166E-4 +0.01755687649243508 0.9823449542828732 9.816922469174778E-5 +0.9997188277440879 1.9940511184218503E-4 8.176714406985314E-5 +0.018317371975577708 0.017109830825171292 0.964572797199251 +0.2809922554891133 1.2243594516957341E-5 0.7189955009163698 +0.015722387507277554 6.67620440831602E-5 0.9842108504486393 +2.025105676272204E-4 0.9956995614197947 0.004097928012578099 +0.9980097381618236 0.001956527350186063 3.3734487990147415E-5 +0.9985281239278653 0.001386103672594558 8.57723995402561E-5 +0.48648471357836776 2.215122467115122E-5 0.5134931351969612 +0.9993784457419427 6.188030080960985E-4 2.751249961149994E-6 +0.9930307216398978 2.8300729410982037E-4 0.006686271065992433 +0.9997295285259964 1.3495004345532137E-4 1.3552143054834802E-4 +0.9980586975229274 4.754599991680477E-6 0.001936547877080923 +0.0012071068551959194 0.021252419341668265 0.9775404738031358 +0.9996985487541181 2.912808824680882E-4 1.0170363413838521E-5 +0.998543639498017 0.0013379198377271415 1.184406642557811E-4 +0.74239577592389 1.4630949637482952E-6 0.2576027609811462 +0.008991361194195392 0.008359903408889983 0.9826487353969147 +0.9957007009092442 0.00425698742684343 4.231166391231153E-5 +2.6870754134811995E-4 0.9953659658286333 0.0043653266300185236 +7.228365818300549E-4 0.9783224746650214 0.020954688753148352 +0.06036330916824567 2.3330348287846435E-5 0.9396133604834666 +0.8898082160548967 0.11017856176299701 1.3222182106335342E-5 +3.707302836666268E-4 0.9996149264969146 1.4343219418767069E-5 +7.683225298095947E-4 0.9549693976396106 0.04426227983057976 +0.002616859194495344 0.9086891838179736 0.08869395698753102 +3.87974159675679E-5 0.16853076738431044 0.831430435199722 +0.9950167604505576 0.001150078790096971 0.003833160759345341 +0.7866007931875733 1.338690706267031E-4 0.2132653377418 +0.9972268379866307 0.0027709949416679157 2.16707170135718E-6 +0.04638257465625383 0.9530913427389839 5.260826047622564E-4 +0.9840611615714492 0.015937904861799346 9.335667513433375E-7 +0.13657901901774072 0.6320626944730707 0.23135828650918858 +0.9994113518307565 4.20922212637013E-4 1.6772595660658499E-4 +0.027546167802561607 1.954029326950183E-4 0.9722584292647434 +0.9367463958655514 0.009683728041262924 0.05356987609318569 +0.9896294464975183 0.002872341498725802 0.007498212003756069 +0.9997885319131359 1.490094245412282E-4 6.245866232285593E-5 +0.0032353820815414886 0.9950520496202481 0.0017125682982105153 +1.699593323616135E-4 0.9752757327634642 0.024554307904174025 +0.0982486967103066 0.9016393655671031 1.1193772259025142E-4 +0.9998054145447915 1.616137555032776E-5 1.784240796581528E-4 +0.9999454780691771 5.3047476961126135E-5 1.4744538617079381E-6 +0.9994471339937114 5.520952647608913E-4 7.70741527566084E-7 +0.06845621099901394 1.525678883811003E-4 0.9313912211126049 +0.0055184254475175365 0.002300597635706296 0.9921809769167761 +0.07517192725006334 1.909481015538156E-4 0.9246371246483828 +0.4679027677997975 0.5275332577215163 0.004563974478686206 +0.013365603107177043 0.007124699215657884 0.9795096976771651 +0.004751115201418281 0.027487922296148368 0.9677609625024333 +0.011571098556213376 0.9848969585410087 0.0035319429027780855 +0.0014867418270996513 0.004983609311609721 0.9935296488612907 +0.9951400461387193 0.003567629031757853 0.0012923248295227264 +0.997180187194358 5.459261272902234E-5 0.002765220192912964 +0.9802573593959748 1.3024240678881764E-4 0.01961239819723635 +0.06024882439997281 2.503844389376658E-4 0.9395007911610896 +0.9268265928815744 0.07292585196038762 2.475551580379635E-4 +0.9956649541808892 3.401847282763115E-7 0.004334705634382476 +0.45380820076262973 3.8246073256094706E-4 0.5458093385048093 +0.9321897139540964 0.06737921677278887 4.31069273114701E-4 +0.999128448110272 1.7895842268198174E-5 8.536560474596001E-4 +0.8429771483005115 0.15702284626191426 5.437574220445588E-9 +0.9999524010754739 3.599238755699513E-5 1.1606536969164937E-5 +0.9996522107970871 1.9639775572785783E-4 1.5139144718497678E-4 +0.03049002048033923 0.9695025157471874 7.463772473217671E-6 +0.99991408730838 1.1823730167401102E-5 7.408896145248361E-5 +3.495301493927573E-4 0.9900413387608838 0.009609131089723364 +0.9992828438455709 5.358876741848695E-5 6.635673870107249E-4 +0.997847964836625 0.0021103180522932473 4.171711108186988E-5 +0.9580965157002358 0.005661230532852901 0.03624225376691134 +0.9942063532258353 0.005785413460814316 8.233313350330787E-6 +0.002157408590843846 0.04087586872429038 0.9569667226848657 +0.9999805969832554 1.9388691769942414E-5 1.432497462546072E-8 +0.0022346753204216035 0.877613091164398 0.12015223351518045 +9.313196526205871E-4 0.005585427207187374 0.993483253140192 +0.010548579904433577 0.9865973381789105 0.002854081916655962 +0.999868337623706 1.311303455253094E-4 5.320307686205403E-7 +7.084049812024946E-4 0.9990411453935568 2.5044962524071936E-4 +0.999617549381465 8.19597548214345E-5 3.0049086371360757E-4 +0.07460970602554418 0.002257907130804614 0.9231323868436513 +0.9996107486446406 9.878013994509685E-5 2.9047121541427555E-4 +0.0042029970728235284 0.010435869049257052 0.9853611338779193 +0.9960477933182822 0.003835964726427898 1.1624195528987296E-4 +0.9996998725121453 1.2589508168400932E-5 2.875379796864265E-4 +0.004683412154021799 0.9947123554167445 6.042324292336932E-4 +0.9952951417425302 2.006223580754008E-4 0.004504235899394437 +0.9995334284547563 6.517235266843178E-6 4.600543099767161E-4 +0.0216973413951829 1.1818151228665468E-5 0.9782908404535884 +0.10173723299881748 0.8982551770510212 7.589950161300763E-6 +0.19441384078785165 0.0014817301477057343 0.8041044290644426 +0.43545971540842554 8.194781741731728E-7 0.5645394651134003 +0.9148028291513132 0.08518037634387135 1.6794504815391595E-5 +3.425603990415656E-5 0.862734471987747 0.13723127197234886 +0.9985341166141342 0.0014593971976444664 6.4861882212857984E-6 +1.934032409992227E-4 0.9775063499449176 0.022300246814083234 +0.8040121971332591 3.0838482089744025E-5 0.19595696438465118 +0.4321330278927153 1.158754605833043E-5 0.5678553845612265 +0.9992330520828859 1.5643565760337886E-5 7.513043513537022E-4 +0.018317371975577708 0.017109830825171292 0.964572797199251 +0.032318823008952016 0.9571026004483542 0.010578576542693736 +0.9995614104832113 4.2183249273141646E-4 1.6757024057327198E-5 +0.9917534424053059 0.00823176371024651 1.4793884447730264E-5 +0.0036043594094063445 0.25284324351524823 0.7435523970753454 +0.9971986133508652 0.0027105390745366977 9.084757459802388E-5 +0.9999765365970869 1.7209270663423963E-5 6.254132249731223E-6 +0.9999733135125243 1.7970109975971088E-5 8.716377499655287E-6 +0.9414876758164176 0.05847152986995433 4.079431362815539E-5 +3.570334232549052E-4 0.008966977161129226 0.9906759894156159 +1.0585267669368201E-4 0.9478042335495271 0.05208991377377934 +0.9278283671202058 0.07217138413217156 2.4874762275186843E-7 +0.9999732542089566 6.452006518394475E-6 2.029378452523703E-5 +8.388334908362974E-5 0.6454919058012359 0.3544242108496804 +0.991424028376164 0.008468636274176407 1.0733534965967051E-4 +0.8064823018021349 0.18649707325376955 0.007020624944095496 +0.032668581881148274 0.8497653640660634 0.11756605405278837 +0.3096497305005346 1.546685770153866E-4 0.69019560092245 +0.07887102446839725 0.9211265613194187 2.4142121840515172E-6 +0.9965360366576436 0.003361370640911025 1.0259270144548919E-4 +0.0559705895609491 0.004008510291996872 0.9400209001470541 +0.9998165643448801 3.6593925797046264E-5 1.468417293228417E-4 +1.9948996886135837E-4 0.8040943046838309 0.19570620534730768 +0.9998107678497852 1.869905864341881E-4 2.2415637807132028E-6 +0.03903583924376441 3.1485408772892124E-7 0.9609638459021478 +0.07896053272090041 3.4698984033884465E-4 0.9206924774387608 +0.8675330270994481 1.0270672683174422E-4 0.13236426617372005 +0.614338507540318 0.0067969083259525765 0.37886458413372925 +0.026536038147890788 0.021748032350702908 0.9517159295014063 +0.9117653992598106 1.6353054262628099E-4 0.08807107019756318 +0.3607696027031247 0.6319721227057482 0.007258274591127152 +0.5646703413140499 2.4978112815446943E-5 0.43530468057313465 +2.659661493806158E-4 0.13033574127310762 0.8693982925775118 +8.653337479212347E-4 0.0029735033765091183 0.9961611628755697 +0.9999118304438717 7.243814783857608E-5 1.5731408289820656E-5 +0.009304096404901487 0.029271277385755846 0.9614246262093427 +0.9947179890326239 2.5125815353955706E-5 0.0052568851520222205 +0.9999141840478908 8.510365225376063E-5 7.122998555051355E-7 +0.8568803440758394 2.4630166527197156E-5 0.14309502575763333 +0.9991518038621584 8.34762192427711E-6 8.398485159172372E-4 +2.42581898009921E-4 0.7549181417934978 0.24483927630849237 +0.666686786111185 0.3333125285862443 6.853025705658724E-7 +9.88761838255102E-4 0.9952203014084273 0.0037909367533177202 +0.9999625694140537 8.046449969942263E-7 3.6625940949355436E-5 +0.5085520172655229 0.49144766371583326 3.1901864394602464E-7 +0.9994237105826397 3.637294696659489E-4 2.1255994769440756E-4 +0.9985693663412701 8.455204987266409E-5 0.0013460816088571167 +0.01904260475433294 3.363040505805457E-4 0.9806210911950864 +0.045159965193409556 1.7137967863779443E-7 0.9548398634269117 +0.012721331062204183 0.9869861002114991 2.9256872629672E-4 +0.01393772164309548 0.9844864782708176 0.0015758000860868929 +0.012363440859230287 0.11493251108732476 0.872704048053445 +0.931090541322323 2.567415716992029E-6 0.06890689126196006 +0.9970937810844672 0.002905941142336304 2.7777319634759265E-7 +2.2256402219328981E-4 0.19153160707325542 0.8082458289045513 +0.08471394894462057 0.9148462029353187 4.398481200607286E-4 +0.04825315489905728 8.000263870115423E-4 0.9509468187139313 +0.9993789861308764 4.961721640020789E-5 5.713966527234067E-4 +0.807818536747252 7.69059429113625E-4 0.19141240382363442 +0.6209007277291456 0.379099219314327 5.295652727693512E-8 +0.9999297386665774 5.707608905195927E-5 1.3185244370706178E-5 +0.9995456965978223 3.9362490713276287E-4 6.067849504489663E-5 +0.0126022943466448 0.004949046302911698 0.9824486593504435 +0.9989713068527375 7.403792405525258E-4 2.8831390671001556E-4 +0.03658174866391445 0.9634046267041427 1.3624631942792214E-5 +0.9997093257431199 7.519017429791996E-5 2.1548408258230387E-4 +0.6206765196415259 0.36758733590905834 0.011736144449415753 +0.9957330976746201 0.004260181013913551 6.721311466538178E-6 +0.48214654870011175 0.5178534471525685 4.147319670626465E-9 +0.9979429535618601 0.0014423396667121678 6.147067714277076E-4 +0.082929222671905 0.9169036748944676 1.6710243362741542E-4 +0.9942697818657499 0.005708434747111652 2.1783387138472906E-5 +3.2581780373788354E-4 0.996921002862174 0.0027531793340881067 +0.9998675988750348 3.420195879546806E-7 1.3205910537711496E-4 +0.9994559569377157 2.2638636392759387E-4 3.176566983566779E-4 +0.0247493120209521 0.9752458532883593 4.834690688530622E-6 +0.9999280355945133 6.81818235618921E-5 3.7825819249710725E-6 +0.0011897659340360084 0.9970425447799584 0.0017676892860056586 +0.9879560692090752 0.010577098929016156 0.0014668318619085574 +0.9864187995130063 5.102647912936733E-4 0.013070935695700118 +0.005717830967113737 0.0020949572461331644 0.9921872117867531 +0.09156330835986062 3.3830826060058044E-5 0.9084028608140793 +0.9068123458207378 0.09260439428423999 5.832598950221481E-4 +0.9986271507543765 2.851634249062358E-4 0.0010876858207173286 +0.9979025048918573 0.0020632977571973217 3.4197350945287484E-5 +0.999798764370179 1.9693508468459663E-4 4.300545136420876E-6 +0.7506238799178752 0.2481699867752144 0.0012061333069104273 +0.023346374575252855 0.9766439309324412 9.69449230591935E-6 +0.72503117722858 4.7833708088092054E-5 0.27492098906333196 +0.9896135398066829 0.009589452557205448 7.970076361115993E-4 +0.9983667776423841 9.907956416376935E-4 6.424267159781897E-4 +0.024354305689742794 0.5113881204499163 0.46425757386034083 +0.07846286291622916 0.9214649629810931 7.217410267766699E-5 +0.587523410157794 0.4124765575940025 3.224820356220719E-8 +0.9933329510202006 0.004632445721313543 0.0020346032584859165 +0.06466332821445984 4.209637661624946E-4 0.9349157080193776 +0.9975406560637768 7.73227467363734E-6 0.0024516116615494847 +0.9996245937025778 3.732441504139619E-4 2.1621470080995076E-6 +9.169808257978533E-4 0.7127825757929844 0.2863004433812177 +0.9982188516812595 6.485893670991883E-7 0.0017804997293735512 +0.002899588113436965 0.0020918420356947163 0.9950085698508684 +0.1476107403261593 3.36198626570519E-4 0.8520530610472701 +0.9999659724262682 1.0145521927466363E-5 2.3882051804413186E-5 +0.46374941236709166 1.1538473488471484E-4 0.5361352028980237 +0.003366824243095886 0.9958766327124258 7.565430444782611E-4 +0.897893836406321 0.10210586181589552 3.0177778354331753E-7 +0.9999838755290873 2.7987053631942006E-7 1.5844600376393667E-5 +0.999979096178897 7.46373246273678E-7 2.015744785672116E-5 +0.8827512939490069 4.471511053459925E-7 0.11724825889988777 +0.006629246977112433 0.9931107622831542 2.5999073973338575E-4 +7.544434807685841E-4 0.9750560678662831 0.024189488652948336 +0.9686460995857119 0.03134254152061833 1.1358893669906721E-5 +0.9999670337103264 2.1541977477105848E-5 1.1424312196496509E-5 +7.482703925180665E-4 0.7407195185763618 0.25853221103112023 +0.969344058178297 0.030648341734359562 7.600087343338175E-6 +0.9980033974383571 0.0011976859220311083 7.989166396119232E-4 +0.47675634145150675 5.665975972861327E-4 0.5226770609512071 +0.7647641813656705 7.46585181061983E-6 0.23522835278251886 +0.9989282213192023 4.3686126827230013E-4 6.349174125254166E-4 +0.9989958666129968 9.091467827523508E-4 9.49866042509205E-5 +0.08897722299315144 1.2665263486925483E-5 0.9110101117433618 +0.9824022686492683 0.016931756584040347 6.659747666913154E-4 +0.9995417810663371 3.125537765499823E-5 4.269635560078736E-4 +0.47428840654819304 3.1632999553537784E-5 0.5256799604522534 +0.9993274652477536 6.333420922112989E-4 3.919266003509239E-5 +0.9970244469441341 0.0019341051428017643 0.0010414479130640972 +0.99850231193963 4.8032520000417146E-5 0.0014496555403695406 +0.456279290424959 0.33873532373087284 0.20498538584416814 +0.99929584678502 7.020072173939913E-4 2.1459975859322456E-6 +0.006992267745629338 0.005423012545998725 0.9875847197083719 +0.9999459327470283 9.801211143381042E-6 4.42660418284764E-5 +0.36521802535364534 1.0545985676297625E-5 0.6347714286606785 +0.0639579868921656 0.9360003281498024 4.168495803197244E-5 +0.9639249923731809 2.8046360450468947E-6 0.03607220299077402 +0.004669436558414029 0.9953122549316449 1.8308509941061066E-5 +0.029756096305083413 1.5485096593517803E-5 0.9702284185983232 +0.9988910958576657 8.224415909405929E-6 0.001100679726424907 +0.999950490017479 4.702784136128294E-5 2.4821411596287096E-6 +0.9866478716248793 8.36258995869455E-7 0.013351292116124784 +0.9923216753575729 0.005219867111873884 0.002458457530553271 +0.9943390387833959 1.1560875505317305E-5 0.005649400341098752 +0.9907658103560244 0.009218588378711276 1.5601265264363784E-5 +0.19384624762852584 7.209231985174071E-4 0.8054328291729569 +0.010451996396139326 0.9893543437140931 1.936598897675302E-4 +0.9964132454296972 2.118688069914786E-6 0.003584635882232755 +0.07476671053560609 0.5379636957123903 0.38726959375200354 +0.9215053048505175 0.07849045532344627 4.239826036384496E-6 +0.0011382869092512067 0.0012132172445685262 0.9976484958461802 +0.0040964613370256375 0.019294703916277387 0.9766088347466969 +8.295557671998036E-4 0.015962419746319508 0.9832080244864807 +0.9998494410282034 1.5053314101900914E-4 2.5830777559547056E-8 +0.9710018870234349 0.028188302094385657 8.098108821794586E-4 +0.9775794600299705 4.354689010576353E-5 0.02237699307992373 +0.9996339130294879 1.5937964848008933E-5 3.501490056641064E-4 +0.9992707302179678 3.708766096391674E-4 3.583931723931914E-4 +0.005264645867750919 0.01200321562629004 0.9827321385059591 +0.5881772442942655 0.02214574393663515 0.3896770117690993 +0.033383603837821664 0.9666053671023176 1.1029059860707117E-5 +0.1849221836110262 0.8150578425808257 1.9973808148003426E-5 +8.023552793775812E-4 0.9653223383574179 0.033875306363204426 +0.9894688765501207 0.010526557980873716 4.5654690055197156E-6 +7.52564665887823E-4 0.8492016079139181 0.15004582742019407 +0.9993782132671282 1.556123350375316E-4 4.661743978342207E-4 +0.9994277625115205 5.720294068299826E-4 2.0808164943019114E-7 +0.999983762932782 6.612528531504992E-6 9.624538686537217E-6 +0.9997581508576042 2.7819018274245726E-5 2.140301241214769E-4 +0.0021595048483251246 0.9977739637394345 6.653141224027579E-5 +0.9982315471102347 6.832166439229188E-4 0.0010852362458423732 +0.9984306518967359 0.0010060392676199674 5.633088356441619E-4 +0.05439813000630882 2.7238109180152567E-4 0.9453294889018897 +0.9991064308932588 8.804748726310934E-4 1.3094234110169944E-5 +0.9999639604340398 6.352359139713732E-7 3.5404330046220926E-5 +0.7585055111157449 3.3131969699692085E-4 0.24116316918725805 +5.173390272206195E-4 0.9899755555314987 0.0095071054412807 +0.999992827956331 2.280914295699595E-6 4.891129373306024E-6 +0.9976708277996557 0.0019873706441188837 3.418015562254804E-4 +0.0033793854193992553 0.9540721650184143 0.04254844956218641 +0.018317371975577708 0.017109830825171292 0.964572797199251 +0.0782093358711905 3.9931112036701834E-4 0.9213913530084424 +0.6677925886931597 1.596879394716169E-5 0.3321914425128931 +0.992873488533523 0.007114503149781882 1.2008316695339567E-5 +0.007438398884489438 0.9917433105114528 8.18290604057729E-4 +0.9995536057583142 3.1686653766876807E-6 4.4322557630926864E-4 +0.017745342670097246 0.006334377712276997 0.9759202796176257 +0.2671731711140857 0.47887603019793634 0.2539507986879779 +0.0034061102265108257 0.07323787632327805 0.9233560134502111 +0.29717848421627535 0.7028193500772218 2.1657065027542845E-6 +0.011302199059480681 0.928555087732225 0.06014271320829435 +0.005714031316018605 0.9942501557917437 3.5812892237832834E-5 +0.0530205412117684 0.9266856303599159 0.02029382842831569 +0.9969190385562554 0.0030791231963150606 1.8382474294475305E-6 +0.9992943057096906 6.453278507020293E-4 6.036643960739973E-5 +0.9409363345300739 0.036144814421983404 0.02291885104794265 +0.6057142869134015 0.3882845932152841 0.0060011198713145735 +0.0010867673659749196 0.7820720882473104 0.21684114438671456 +0.027091270773140462 6.55700014099209E-4 0.9722530292127602 +0.1424259278116915 0.8513307959049401 0.006243276283368412 +0.9998999446340129 1.5672440771555605E-6 9.8488121910129E-5 +0.99747155006071 4.874851694371218E-7 0.0025279624541204382 +3.8572574387062215E-5 0.8043081876236592 0.1956532398019537 +0.9970821276647575 5.007227631410286E-4 0.002417149572101491 +0.9996392636267435 3.547216235211377E-4 6.01474973543309E-6 +0.9175514410563701 6.178269775823007E-7 0.08244794111665238 +0.11167121925358563 2.6743853756553635E-5 0.8883020368926579 +0.29484446885058224 7.888726347359187E-4 0.7043666585146818 +0.9569179950716156 0.043064235300781864 1.7769627602541224E-5 +0.9991165800160445 3.675469655615008E-5 8.46665287399231E-4 +0.08701801924139081 0.16581252215794437 0.7471694586006647 +0.9956070582334317 0.004351822493810409 4.111927275774231E-5 +0.008301128391317322 0.9913715183785485 3.2735323013403315E-4 +0.030668425442157365 0.0015974400349081836 0.9677341345229344 +0.011697525204333785 9.23806908195439E-5 0.9882100941048466 +6.657696756028417E-4 0.9889151071576189 0.010419123166778184 +0.05008699588902078 8.442158004242957E-5 0.9498285825309367 +0.9996101178967174 3.4733317628282305E-4 4.254892699987274E-5 +0.023959938659896984 1.2670335289108827E-4 0.9759133579872119 +0.1411597649518149 0.005714869325899211 0.8531253657222859 +0.9957372029762601 3.655456251886608E-4 0.0038972513985511778 +0.7529155050052349 0.2467953660655184 2.891289292466303E-4 +0.9731226815025039 0.007392215294839105 0.019485103202656943 +0.07299680275647964 1.1616915737342396E-4 0.9268870280861469 +0.4307899496462976 2.6970528254608806E-5 0.5691830798254479 +5.457691441951619E-6 0.6837933355271076 0.3162012067814504 +0.31200672828955256 2.2917580645387732E-5 0.687970354129802 +0.9963220252151086 0.0033039557450573053 3.740190398340203E-4 +0.06166047090942354 0.003037043705285911 0.9353024853852905 +0.9423686256682218 0.029896443923787982 0.02773493040799024 +7.191424674758149E-4 0.13298457741944003 0.8662962801130842 +0.9994697381556752 3.702269674240354E-4 1.6003487690100323E-4 +2.3044837091438765E-4 0.9991667160325731 6.028355965125345E-4 +0.014423327532355064 0.9855467413881998 2.9931079445263013E-5 +0.14557424738890454 0.854380545578587 4.520703250834045E-5 +0.026593344610491287 0.973392880472536 1.3774916972594536E-5 +0.22147072860739742 2.2420533573285746E-5 0.7785068508590293 +0.9999694283933036 3.048563220068921E-5 8.597449567890807E-8 +0.0017707565455395442 0.6400862199750066 0.35814302347945387 +0.9957834634774967 0.004147400788248865 6.913573425450783E-5 +6.919576467511758E-4 0.37240500773166774 0.626903034621581 +0.0012226547622569194 0.029888287107816307 0.9688890581299268 +0.003734943691842586 0.9118660841733429 0.08439897213481456 +0.9993840835029872 8.101164957156195E-7 6.151063805170078E-4 +0.13331628029909826 0.8666827658888521 9.538120496271983E-7 +0.9999141049048035 7.321918282387752E-5 1.267591237265989E-5 +6.842267594279238E-4 0.9991115712251615 2.0420201541053624E-4 +2.2227407543107982E-4 0.7816405608545695 0.21813716506999933 +0.015134180322328565 0.00784734040556443 0.977018479272107 +0.9999342499866876 3.821813630750797E-5 2.7531877004993537E-5 +0.0021640744779254434 4.0675131936169384E-4 0.9974291742027128 +0.9994936041951449 1.1433164495707198E-4 3.920641598981267E-4 +0.9880710046534408 0.010113763587005954 0.0018152317595532407 +0.012863790126766663 0.9712503592203762 0.01588585065285714 +0.001782984656175416 0.9959261898802463 0.002290825463578325 +0.021889907781058652 3.4973954488308235E-4 0.9777603526740584 +0.0024970075173582277 0.26938523033786804 0.7281177621447738 +0.9223445785490225 0.055071296476486384 0.022584124974490947 +0.9999594580862772 1.1042224101861683E-5 2.949968962088406E-5 +0.9785477065522249 0.018073600523597903 0.0033786929241772907 +0.9997034228297912 2.842182305698628E-4 1.235893963890535E-5 +0.001312691593011537 0.016528640641597946 0.9821586677653906 +0.01816159962065335 0.9808361374301187 0.0010022629492280747 +0.29103871944269966 0.3747830789528753 0.3341782016044251 +0.004666686072218934 0.9930338624146986 0.0022994515130824555 +0.9904088604761947 0.0016182103443453347 0.007972929179460093 +0.9885940062325095 0.011309284011081715 9.670975640873117E-5 +0.012913452488539444 0.006632780977120248 0.9804537665343404 +3.1249077941570625E-4 0.9484731081453475 0.051214401075236754 +0.9997364926039122 6.687291476216058E-5 1.9663448132574996E-4 +5.015774211595299E-4 6.694450417076425E-5 0.9994314780746697 +3.8715824285829226E-4 0.9873824040591359 0.01223043769800571 +3.630990163855445E-4 0.9992877016221801 3.4919936143445513E-4 +1.1256387836191995E-4 0.9920485405585167 0.007838895563121418 +0.00522672331372138 7.476059788489933E-4 0.9940256707074295 +0.6814634776343587 1.5427639517555855E-4 0.31838224597046577 +0.9994131795061199 1.9888950797657313E-4 3.8793098590368826E-4 +0.9994088343657692 4.6514620665340196E-4 1.260194275773853E-4 +9.91943881837127E-4 0.9975965381011122 0.0014115180170506982 +0.05926657126658513 2.802236241262113E-4 0.9404532051092888 +0.03658174866391445 0.9634046267041427 1.3624631942792214E-5 +0.9600414495478427 1.694880941012551E-5 0.03994160164274722 +0.9989179528528596 0.0010453410800146514 3.670606712564352E-5 +0.9999299551098494 6.410616122311644E-6 6.363427402828451E-5 +0.9993388596031457 3.656082411000682E-5 6.245795727442936E-4 +0.0042417824466861225 0.9951650483258653 5.931692274486615E-4 +0.09131905385845995 4.451001779631934E-4 0.9082358459635769 +0.7005578683254322 5.064584972256068E-5 0.29939148582484515 +0.006565372498471106 0.0017351370666342481 0.9916994904348947 +0.9958707709863982 0.004126869648629288 2.3593649725275285E-6 +0.004840186331742616 1.7176037726260418E-4 0.9949880532909948 +0.03317190004361109 0.0013974411437092439 0.9654306588126798 +0.9994038102746395 5.797015142550171E-4 1.6488211105614867E-5 +0.49417887654614634 0.5058211218459001 1.607953601943882E-9 +1.0421238779342324E-4 0.9900196807858019 0.009876106826404621 +0.9943416403798095 0.0056465604076950445 1.1799212495563482E-5 +0.48649903285394347 0.5133110475517635 1.8991959429302862E-4 +0.9998257284076549 1.3047696155159613E-4 4.3794630793519125E-5 +0.999932454688079 6.66279335375496E-5 9.17378383480027E-7 +0.9941534953857389 0.004768105295848271 0.0010783993184128224 +0.9928690652454087 1.5735477371995314E-4 0.006973579980871306 +0.999986712050697 1.2507563275367439E-5 7.803860275811962E-7 +0.0042417824466861225 0.9951650483258653 5.931692274486615E-4 +0.024054710569413433 0.9759396519069341 5.6375236523316274E-6 +9.660120362018315E-5 0.6554790934724901 0.3444243053238896 +0.9998918875355587 7.842224412370438E-5 2.9690220317502135E-5 +0.24502783741201256 0.7549721195722793 4.301570828260246E-8 +0.9999826399432851 3.2550825758898305E-6 1.4104974139124896E-5 +0.9896510558675753 0.01015933345715211 1.8961067527263566E-4 +0.9999829519858943 6.184146736680469E-7 1.6429599432157375E-5 +0.1765442978781857 5.292261871276427E-5 0.8234027795031015 +0.9898137805248228 8.952883543211742E-5 0.010096690639745092 +0.4163686628284726 0.1860791586221836 0.39755217854934377 +0.02719440257842762 0.006965639437155174 0.9658399579844171 +0.0016687048644244225 0.8792576637462265 0.11907363138934911 +0.9993134519558492 6.699727877192885E-5 6.195507653790043E-4 +0.002892905116983788 0.9970961302490803 1.09646339358866E-5 +0.020587561654888526 0.9243982619699136 0.05501417637519782 +0.2382184202224884 0.7617800166989079 1.5630786035604077E-6 +0.016792186199319773 0.9818215815537464 0.0013862322469337977 +0.003463617218472708 0.0035868522396744367 0.9929495305418529 +1.2574158462458641E-4 0.03717428878046644 0.9626999696349089 +0.029446755322127004 0.9705163997890576 3.684488881535325E-5 +0.1782115894707293 6.1858744918061384E-6 0.8217822246547789 +0.12656957414852546 1.620632516340826E-5 0.8734142195263112 +0.9999773735627729 2.2027944291164686E-5 5.98492935839104E-7 +0.02951435340167605 1.9563184308113747E-4 0.9702900147552428 +0.9998743681074009 2.9912152299663635E-5 9.571974029947325E-5 +0.9999517419779069 3.5740750427493156E-5 1.2517271665540148E-5 +0.009456060105361666 0.9892334844967612 0.0013104553978770732 +1.9727531401198036E-4 0.3055335519258263 0.6942691727601616 +0.9999347051715695 2.842892976694942E-6 6.245193545395197E-5 +0.014013256917738843 0.0017905956442049952 0.9841961474380562 +0.008067033013037548 0.9919197901770143 1.3176809948142562E-5 +0.05787773101427908 0.9420979672025382 2.4301783182666072E-5 +0.0013669469996370439 0.9977571939596144 8.758590407485461E-4 +0.9696275044426913 0.030372362320884454 1.3323642440779347E-7 +0.004794657023350748 0.023871126931482047 0.9713342160451671 +0.03142883167485931 0.9685388124261392 3.23558990015565E-5 +0.052015196927316744 0.0047630033584756155 0.9432217997142075 +3.707518288339627E-4 0.9839127134065074 0.01571653476465862 +0.8722216686748889 0.1270443847759413 7.339465491698057E-4 +0.9993032861446024 1.5571641765022283E-4 5.4099743774741E-4 +0.9338801184851144 0.06409269266037462 0.002027188854511023 +0.9999713919470546 6.521107703969727E-6 2.2086945241460867E-5 +0.05698011192812397 1.0461841563318388E-4 0.9429152696562427 +4.13536703475522E-4 0.6146697959447233 0.38491666735180113 +1.267189088062119E-4 0.993993146368818 0.005880134722375902 +0.9983796684362909 3.3311987222472204E-7 0.0016199984438369027 +0.9989776662621461 9.841166291567334E-4 3.82171086971459E-5 +0.995744855698093 1.2092786813822466E-5 0.004243051515093163 +0.591181204671729 1.5699085780712797E-6 0.408817225419693 +0.3739372387654728 0.578766600560425 0.047296160674102146 +0.36545000362609276 1.404879955312975E-4 0.634409508378376 +0.0016686636420606674 0.8896395556108507 0.10869178074708856 +0.9935652367381231 4.0399398516246355E-4 0.006030769276714327 +0.01541793926680745 0.9833081514204116 0.0012739093127809606 +0.5080285573430355 0.0656590504351684 0.4263123922217961 +0.9985366070679897 0.0012502862003509743 2.1310673165931282E-4 +0.2691221170647073 3.093271093328417E-5 0.7308469502243593 +0.9997473244342832 2.3436175584941955E-4 1.8313809867519823E-5 +0.33036939213517547 2.9640710394539082E-6 0.6696276437937851 +0.1127205784134782 0.8871929177794247 8.650380709716464E-5 +6.514629817694907E-4 0.9315862939754335 0.06776224304279718 +0.3873261853241575 0.6126712564723945 2.5582034479860372E-6 +0.998387740649603 0.0015425944713776 6.966487901947936E-5 +0.9998859029539003 1.3484115394621962E-5 1.0061293070504254E-4 +0.009144529521486594 0.9908460196796717 9.450798841713888E-6 +0.9995979326506825 1.3058831497348091E-5 3.8900851782010465E-4 +0.9986901936831785 3.115196737251032E-5 0.0012786543494490272 +0.04386787181024583 7.147733531559901E-4 0.9554173548365983 +0.9993068582275016 6.918746420990731E-4 1.2671303992651257E-6 +0.9970244469441341 0.0019341051428017643 0.0010414479130640972 +0.013245075215144227 2.104086823351135E-4 0.9865445161025206 +0.999804891412266 5.7247424442364924E-5 1.3786116329163062E-4 +0.8213329043402298 0.17865715667629978 9.938983470358086E-6 +0.08901575686868222 0.0027513990256197714 0.908232844105698 +0.9996895669002397 2.1884489685671596E-6 3.0824465079179843E-4 +0.005717830967113737 0.0020949572461331644 0.9921872117867531 +0.037779375614214836 0.7771957146959143 0.18502490968987087 +0.856026635065908 3.1256188173457052E-6 0.14397023931527458 +0.00312450435644724 0.99556361936876 0.001311876274792746 +0.9281273729493522 8.461135278505407E-5 0.0717880156978627 +0.9990477585251134 4.1275871817160565E-5 9.109656030694249E-4 +0.9419279187385245 0.002923660902312099 0.05514842035916333 +0.9866502439952038 0.013349735047089431 2.0957706670406153E-8 +0.9046596637949209 2.595397272001812E-4 0.09508079647787886 +0.9916467582114024 6.51550730028552E-5 0.008288086715594771 +2.7116267428649866E-5 0.5574323066057864 0.4425405771267851 +0.05538010431170749 0.9445976305294291 2.2265158863420494E-5 +0.004547067053824522 0.0014016877228045068 0.994051245223371 +0.9998871709716678 6.964052401168653E-5 4.318850432047256E-5 +0.01706161382498915 4.766606660368956E-4 0.9824617255089739 +0.13188323473685776 0.8676627687014261 4.539965617162207E-4 +0.18856850821484233 0.8108772960079204 5.54195777237198E-4 +0.9568612474689938 0.042831521338993 3.0723119201310104E-4 +0.9993708617283826 6.133404715161037E-4 1.5797800101227288E-5 +0.0015964205475584253 0.009244320384484516 0.9891592590679571 +0.9981225316916374 3.294854874018277E-5 0.0018445197596223776 +0.005042787566798955 0.9944939110159801 4.633014172209246E-4 +0.20457992001812095 1.8166005583328398E-5 0.7954019139762958 +0.06382276769758179 0.0076219550711227255 0.9285552772312955 +0.998177884492534 0.0015163866493311975 3.0572885813480254E-4 +0.312496711695893 0.6875003360763808 2.9522277262275235E-6 +0.9985280962898238 0.001462105520589268 9.798189587016715E-6 +0.011656195150494033 0.9851297104013121 0.0032140944481937645 +0.22893800535549919 0.7710619257267742 6.891772652211718E-8 +0.9664543932716075 0.033544617103483984 9.896249083996466E-7 +0.9946793539040214 0.0052899050898443005 3.074100613446305E-5 +0.995330927346816 0.004238602432058714 4.304702211251944E-4 +0.7975588057306874 3.977773993130806E-5 0.20240141652938123 +0.018790707335024526 0.9801825231494168 0.001026769515558766 +0.46319465671700644 7.788824674403402E-6 0.5367975544583192 +0.9998455744625635 7.619440764123686E-5 7.823112979534089E-5 +0.995253613281094 0.00474479266837075 1.5940505352760332E-6 +0.9482171337721425 0.05178282294642667 4.3281430787331366E-8 +0.9852960439548066 0.014671393048992893 3.256299620057816E-5 +0.9993397749209872 1.4609156552068266E-4 5.141335134921417E-4 +0.006992267745629338 0.005423012545998725 0.9875847197083719 +0.9962968491298719 0.003703144150480198 6.719647895069332E-9 +0.9994980767223522 4.95818501308363E-4 6.104776339516963E-6 +0.0020020807131093834 0.03380359257321091 0.9641943267136797 +0.9979412197086165 0.0020586802149628186 1.0007642060922717E-7 +0.01993554515090616 0.014757300397524356 0.9653071544515694 +0.09594973637543498 1.5510052320524307E-6 0.904048712619333 +0.9954754402109851 3.715072987685265E-5 0.00448740905913804 +0.7996401672467373 9.04772101942841E-4 0.19945506065131982 +0.0013295492457849165 0.9815533562556793 0.01711709449853571 +0.015680783323617168 0.984318340284223 8.763921597992747E-7 +0.08608706928744438 0.9137414109334439 1.7151977911179013E-4 +0.6112595739034017 1.9349377155869677E-4 0.38854693232503956 +0.995076406413147 0.0037368412646582596 0.0011867523221947194 +4.3493826799336286E-4 0.5857401119099325 0.4138249498220742 +0.017453482289024738 0.15107884566428278 0.8314676720466925 +0.9991297986711217 8.527371772738288E-4 1.7464151604389084E-5 +0.8998768750255982 0.10011317535561183 9.949618789853757E-6 +0.028196975782296088 0.9717864129843592 1.661123334473298E-5 +0.9923330595480029 8.060141474004309E-4 0.006860926304596693 +0.021369564497225067 0.9758868806218033 0.0027435548809717374 +6.669084817460372E-4 0.006509924255550128 0.9928231672627038 +0.06085712656696778 0.9369779227755528 0.0021649506574793896 +0.9513983500168629 2.834993637545376E-4 0.048318150619382626 +0.8182485485384865 0.1812867492246958 4.6470223681776575E-4 +0.09413803033396055 0.9058595102674118 2.4593986275174494E-6 +0.9999722201641659 2.674723068424296E-5 1.0326051497999229E-6 +0.9980719589739648 0.0018883886826159856 3.965234341911164E-5 +0.0764177106002811 2.071676983662664E-4 0.9233751217013526 +0.03340851698296702 0.0018853934712101661 0.9647060895458227 +0.9998626240009842 1.3634588464923005E-4 1.030114366561833E-6 +0.9999572469139277 3.921028973468274E-7 4.236098317479175E-5 +0.923933815904977 0.07600387830202021 6.230579300261093E-5 +0.9795200373966654 0.020370369922174048 1.0959268116061484E-4 +0.46560967701069983 0.534385974306588 4.348682712246117E-6 +0.1330210949682462 0.8669730351371763 5.869894577395947E-6 +0.04875723933328741 0.9512366807480113 6.079918701308187E-6 +0.9998575841067401 6.71492547412468E-7 1.417444007126097E-4 +2.7424536576879806E-4 0.9954187158905623 0.004307038743668797 +0.005022343090344671 0.9949605587293384 1.7098180316969192E-5 +0.9557263888252117 0.022227674841605996 0.022045936333182387 +0.991957295739218 0.007913608709453795 1.2909555132818793E-4 +3.0373198467619914E-5 0.38861553205061045 0.611354094750922 +0.99989215643574 4.495282993491127E-5 6.289073432496476E-5 +0.004302722492548127 0.9956873678529436 9.909654508176958E-6 +4.859002147685949E-4 0.997724789784391 0.0017893100008402835 +0.9997082599637434 1.8261496316432672E-4 1.0912507309228234E-4 +0.04022933431828247 5.345206237310362E-4 0.9592361450579866 +0.9924855077451579 0.006570299070934866 9.441931839073775E-4 +0.6779709123057193 0.015567793701307479 0.3064612939929733 +0.009508723923006862 0.9854628791251281 0.005028396951865163 +0.03648686960402632 3.865966564262894E-5 0.9634744707303311 +0.9078587183372501 0.001988859116982737 0.09015242254576716 +0.13930156483758402 1.8635735329469583E-5 0.8606797994270864 +0.9999590301346395 8.242797117752147E-6 3.2727068242826626E-5 +0.023765856780917655 0.863425663414702 0.11280847980438047 +0.9944226934049895 0.005572844998050975 4.461596959490605E-6 +0.992383680997899 0.007612900064740905 3.4189373602758846E-6 +0.1658693936228779 0.8341303618603372 2.4451678498653626E-7 +0.9988095563608169 0.001094535000391499 9.590863879148054E-5 +0.9999271564193973 5.3458151889767476E-5 1.9385428713031633E-5 +0.9996365514651258 3.5669498307243624E-4 6.7535518017033905E-6 +0.890575754059604 0.10942400912362808 2.368167680516739E-7 +0.9377587138058836 0.0622314172312653 9.868962851080038E-6 +0.976062323678238 0.023723418789062693 2.1425753269935818E-4 +0.24860549805145216 7.018187686974504E-4 0.7506926831798504 +0.012985849134846546 0.9823919903502555 0.004622160514897962 +0.005154607806565347 3.0123053145476885E-4 0.9945441616619799 +0.2687335593328168 0.7312662534709583 1.8719622483177894E-7 +0.37109730255377155 0.6286145100799739 2.8818736625453687E-4 +0.0093669360740812 0.9868629025871395 0.0037701613387792305 +0.03693730419057673 4.045452968158407E-5 0.9630222412797417 +3.574694392359415E-4 0.9970672730913802 0.002575257469383875 +0.9995145861120222 4.8225386419605004E-4 3.160023781664702E-6 +0.0030884478950829824 0.9883490620704056 0.008562490034511316 +0.003347089627471046 6.031789351652538E-4 0.9960497314373636 +0.9997981605549058 1.246463677998188E-5 1.8937480831415502E-4 +0.8895728076083438 0.11035122893998649 7.596345166966313E-5 +0.9943984284556457 0.005574216036422777 2.735550793154192E-5 +0.9227075690338121 0.07729216886804803 2.6209813975982103E-7 +0.9993859847728301 6.100001808321856E-4 4.0150463377314785E-6 +0.9888585931107456 0.011096686590782513 4.472029847184193E-5 +1.3344963865490547E-4 0.9864715456282447 0.01339500473310044 +0.00600487998352615 0.8811074436381447 0.11288767637832914 +0.0014637165378733731 0.008585284538195907 0.9899509989239308 +0.14584490362977753 0.017060067202327403 0.837095029167895 +0.9665707655804749 0.03342494124704261 4.2931724824542415E-6 +0.0051843487058922735 0.07691749544197007 0.9178981558521376 +0.9994926247089543 4.238336215525119E-4 8.354166949322969E-5 +0.9675252727284592 0.0033813588139213363 0.029093368457619527 +0.0607881446987447 0.9267117479543674 0.01250010734688797 +8.222246086040056E-5 0.939222402284162 0.060695375254977584 +0.004483113828237046 0.992717091524915 0.0027997946468479255 +0.010892119594182757 0.00537367933063819 0.983734201075179 +0.021017572071838315 1.8196100079262098E-4 0.978800466927369 +0.9993463854611339 1.2405093340263276E-5 6.412094455259287E-4 +0.9913920175229484 3.3285345328099746E-4 0.008275129023770629 +0.9260045368438777 4.904790887696068E-6 0.07399055836523448 +0.08820839955018404 0.0010421563953967007 0.9107494440544192 +0.9974326573042297 0.002564245696448539 3.096999321888301E-6 +0.9997948810652617 3.9948328002895214E-5 1.6517060673539328E-4 +0.02694339052246916 0.0026290725809564285 0.9704275368965743 +0.3602590381483976 1.7548016989169744E-4 0.6395654816817108 +0.9996016805274621 3.3946377078335893E-4 5.8855701754632436E-5 +0.09413803033396055 0.9058595102674118 2.4593986275174494E-6 +0.0012790267756757584 0.9888250260196514 0.009895947204672916 +0.005351880919005146 2.1119791402671078E-4 0.9944369211669682 +7.142041735035126E-5 0.8339639339766967 0.16596464560595306 +0.9999046079364062 9.341375855794233E-5 1.9783050357346134E-6 +9.985805897877479E-5 0.9454540729873432 0.054446068953678074 +0.9999635746177697 1.3517550876988495E-5 2.2907831353251356E-5 +0.28778045393405993 3.3756945008250894E-6 0.7122161703714392 +0.2792898814478333 1.9007685778089787E-4 0.7205200416943859 +0.0649676304977915 0.0012191453685858119 0.9338132241336227 +0.8635412092234127 0.1364580866130641 7.041635232257707E-7 +0.023346374575252855 0.9766439309324412 9.69449230591935E-6 +0.05317355296201806 0.47415625216493823 0.4726701948730438 +0.20635361501171498 0.7935848471249459 6.153786333903116E-5 +0.021763472174784426 0.9781691806844365 6.734714077910878E-5 +0.011454676344529947 1.626949197632552E-4 0.9883826287357068 +0.9998417265959973 1.1666175212399019E-6 1.5710678648148336E-4 +0.9958429977986716 0.004156925630160057 7.657116842122269E-8 +0.004308817048684549 0.9953158639115037 3.753190398116948E-4 +3.945985980840969E-4 0.9959722882787952 0.003633113123120713 +0.02217403757679838 0.006435595796476661 0.9713903666267251 +0.001237291570598401 0.9979500164694548 8.126919599467941E-4 +0.021017572071838315 1.8196100079262098E-4 0.978800466927369 +3.621747732528537E-4 0.999238426207194 3.9939901955311834E-4 +0.9952873491685956 0.004708611256925966 4.039574478240065E-6 +0.0027613853253598136 0.9952718117252082 0.001966802949431981 +0.992732894778106 0.0034576218269473987 0.0038094833949465796 +0.9992269906354372 7.70763434968887E-4 2.2459295938552014E-6 +0.0026652246854531976 0.9972548142890273 7.996102551946991E-5 +0.9932169186597526 6.356110933698197E-5 0.006719520230910444 +0.01999787574152683 9.566306109942425E-6 0.9799925579523633 +0.23461326137002567 0.0011955065561802946 0.7641912320737941 +0.9998002769489612 8.352330178084783E-6 1.913707208606211E-4 +0.999997577240435 8.374587049763899E-7 1.5853008599263963E-6 +0.9999589126280921 1.0565336353337333E-5 3.0522035554553195E-5 +0.9901782723732363 2.6683139137395736E-5 0.009795044487626341 +0.09212602571888795 2.4934151728008084E-4 0.907624632763832 +2.4152866940542914E-4 0.6457088488499247 0.3540496224806699 +3.439215139533762E-4 0.9991013035353206 5.547749507260588E-4 +0.23246706447021426 0.7675314416265157 1.4939032701335447E-6 +0.016265668218866682 2.7306454651349613E-4 0.9834612672346198 +0.9988977110178927 0.0010927156235216184 9.573358585692655E-6 +0.9979489703386893 1.973440388486797E-5 0.0020312952574258387 +0.03760246203633185 0.9623942105074993 3.3274561689056186E-6 +0.9313030558220394 0.06869110787554984 5.8363024107907954E-6 +0.02960583463039656 2.5953081586055793E-5 0.9703682122880174 +0.9999054873320261 8.885533775563057E-5 5.65733021831657E-6 +0.0015887232505309027 1.7029888266826252E-4 0.9982409778668008 +0.004342601552335843 0.9947852279054168 8.721705422474349E-4 +0.9287758945707363 4.536975339062442E-6 0.07121956845392463 +0.617494732403362 0.3802021143743749 0.0023031532222631207 +0.989824889513882 0.010171092988829965 4.017497287968317E-6 +0.9560662944931608 0.043933224623586974 4.808832521687319E-7 +0.9985279002431883 0.00112290517914611 3.491945776656957E-4 +0.9992377124294688 1.868598663438924E-4 5.754277041873109E-4 +0.11724348081363774 0.8094618018197258 0.07329471736663651 +0.9997263860385888 1.6673628475557587E-4 1.0687767665559306E-4 +0.9937413393669513 0.006257386219568168 1.274413480529498E-6 +0.029830101025810327 2.689914273237571E-4 0.9699009075468659 +1.7449393663497806E-4 0.921603851497058 0.07822165456630692 +0.014033658585820796 0.010398215614386612 0.9755681257997927 +0.9729179379716588 0.02706143262972811 2.062939861315858E-5 +0.9997402196332402 2.4398385705833565E-4 1.579650970146528E-5 +0.9984174192046061 7.118266423518316E-4 8.707541530419271E-4 +0.9906943668230124 0.009244452044357749 6.118113262993738E-5 +0.6043169211296008 0.3956829455374828 1.3333291648852896E-7 +0.982789920772112 0.017034488407676955 1.7559082021116737E-4 +0.4282540328281967 1.8428656347614944E-5 0.5717275385154557 +0.03864008188773795 0.9613572873037873 2.630808474616481E-6 +0.9990131876464489 9.001275947793227E-4 8.66847587717102E-5 +0.008229423030061163 0.9916294548046547 1.4112216528414678E-4 +0.19718674042163978 0.8023041803038263 5.090792745339509E-4 +0.9999799388659069 1.7505796405489166E-5 2.555337687758973E-6 +5.41063901832664E-5 0.24065340576317187 0.7592924878466448 +0.9991208421707126 6.313373335702957E-4 2.478204957170467E-4 +0.9961281992612682 0.0033400655903251682 5.317351484065466E-4 +0.011060082154232993 8.074980552659331E-5 0.9888591680402403 +0.998557422595861 0.0012756879015606594 1.668895025783102E-4 +2.8563849095523746E-4 0.08667542349180228 0.9130389380172425 +0.03883875454094054 0.0010342077378519593 0.9601270377212076 +0.9994454612486364 8.557720068083232E-6 5.459810312954251E-4 +0.9997388142634239 2.0683760062085256E-4 5.434813595532697E-5 +0.9996735862156398 2.4723281048283444E-4 7.918097387722632E-5 +0.02847426392027785 0.9556506007994244 0.01587513528029776 +0.8794679032050781 0.12053070132382253 1.395471099455253E-6 +0.16253503705373795 0.8343993586020425 0.003065604344219496 +0.9847285612335174 0.008466460593739171 0.0068049781727434824 +0.9934339569608244 0.003997845499652907 0.002568197539522691 +0.016373148434423827 0.9834451818502943 1.8166971528198257E-4 +0.7762704153839474 0.223728223850145 1.3607659076748102E-6 +0.9998046250558703 1.1978465000284651E-4 7.55902941268372E-5 +0.3651991054864834 0.6326518453772957 0.0021490491362208225 +0.025696378553446364 1.1186031668852984E-4 0.9741917611298652 +0.024306849009409135 0.9756855960137967 7.554976794281194E-6 +0.9180872027603773 0.044770739235415774 0.037142058004206883 +0.9993227983310774 2.1895856675761802E-5 6.553058122468004E-4 +0.003210967820712705 0.9967205668087424 6.846537054489425E-5 +0.004048309853868231 0.031826800173829634 0.9641248899723022 +0.9797848063459168 0.0010146702607458195 0.01920052339333739 +7.511602201932774E-4 0.8102679500629244 0.1889808897168822 +0.4170425418132424 0.5829573143483128 1.4383844486999124E-7 +0.9298743395320785 0.0701254728981981 1.8756972341280718E-7 +0.020236846734616887 0.09508208128406438 0.8846810719813188 +0.4341425855394272 4.7401276498161115E-4 0.5653834016955912 +0.0028969753120462165 0.6737642758717509 0.32333874881620267 +0.9998728508291246 5.318723441996626E-5 7.396193645549985E-5 +0.9920715760564032 1.5038819184429666E-4 0.007778035751752582 +0.011311449392093186 0.9885915355139748 9.701509393196913E-5 +2.065841998864822E-4 0.9843619476760137 0.015431468124099916 +0.9824197640150096 3.3253473476167853E-4 0.01724770125022865 +0.013746851440080959 3.9180454977622086E-5 0.9862139681049416 +0.8056677242756386 0.1914063440078346 0.0029259317165268397 +0.0038523827039135612 0.43543318520947705 0.5607144320866094 +7.494574069050508E-4 0.2600462659558422 0.7392042766372527 +0.9996913529757689 2.3327015095221302E-4 7.537687327886967E-5 +1.9203432676493208E-5 0.9724046074541712 0.027576189113152228 +0.9999832904025658 2.2536437277703072E-6 1.44559537063107E-5 +0.9999936252405546 2.953318510301008E-7 6.079427594373556E-6 +0.9992042997690285 7.881237170977323E-4 7.576513873747012E-6 +0.020044535394919717 0.0016740192222529813 0.9782814453828272 +0.14059868365654254 0.6876604998315724 0.1717408165118851 +0.0019970996248897714 0.9868569608772176 0.011145939497892643 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_LR_DUAL_bias_1 b/src/test/resources/regression/dna.scale/predictions_L2R_LR_DUAL_bias_1 new file mode 100644 index 0000000..37e2146 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_LR_DUAL_bias_1 @@ -0,0 +1,1186 @@ +0.9996535883269735 3.4519645682039025E-4 1.2152162060028362E-6 +0.03577623892679436 2.491442332332669E-4 0.9639746168399723 +0.3322221025918145 1.2622304624813736E-4 0.6676516743619374 +0.9874529366642748 0.012541096394763907 5.966940961225991E-6 +0.998340411207711 0.0015967659108434393 6.282288144552776E-5 +0.001946762571797746 0.9894261729532784 0.008627064474923918 +0.9994137882777279 1.5174030003436243E-5 5.710376922687237E-4 +8.30061876892107E-4 0.0184382488379908 0.980731689285117 +0.8842143736171579 0.11572248969282287 6.3136690019301E-5 +0.048559992142170105 0.9411347409015889 0.010305266956241132 +0.30009612292356613 3.7696484422756054E-7 0.6999035001115896 +0.9993159335934696 6.631788616013555E-4 2.088754492889945E-5 +0.9993503239662597 3.199500130082325E-4 3.2972602073205883E-4 +0.999999006529026 5.46093636706772E-7 4.4737733721806244E-7 +0.0058928014062404836 0.9941041578634724 3.040730287317945E-6 +0.9998725522201781 3.9151034622308887E-7 1.2705626947555137E-4 +0.039040462004283266 0.857635668918984 0.10332386907673287 +0.999807716123718 8.62042715142868E-5 1.0607960476774685E-4 +0.9744813742999338 0.01783419573843213 0.007684429961634123 +0.004085451419367439 0.004496645696738127 0.9914179028838944 +0.025933927013326627 9.246115846554367E-4 0.9731414614020178 +0.9999700025792784 2.714385775329634E-5 2.8535629682309626E-6 +0.12153333701603009 0.16472177023011006 0.7137448927538599 +1.0521040341156333E-4 0.32225901638134546 0.6776357732152429 +0.9999329034088071 1.2574372679955205E-5 5.452221851293386E-5 +0.9998160645653271 1.5223925451635393E-5 1.6871150922130596E-4 +0.9895075487730781 0.01030892190418322 1.8352932273855245E-4 +0.0028366702611496734 4.377716033000976E-4 0.9967255581355502 +0.9942120844029845 1.0984622610581711E-5 0.005776930974404974 +0.9998002687642236 1.9919002498749156E-4 5.412107889058496E-7 +0.9974766646782519 3.572529122615648E-5 0.002487610030521877 +9.721105921298673E-4 0.7950903881922495 0.20393750121562057 +0.8505410056740332 4.038032632693348E-4 0.14905519106269743 +5.647089874549823E-4 2.9620073560394668E-5 0.9994056709389847 +0.0026541164368028237 0.9963843300760654 9.615534871317451E-4 +0.9964985302470672 1.466342298445086E-6 0.0035000034106342642 +0.9670456318115362 1.210642204740048E-6 0.03295315754625901 +0.8929734127081143 0.10671876441681562 3.078228750701257E-4 +0.9948921588053352 3.126097519984871E-5 0.005076580219464967 +0.9995941487592739 4.014393771650483E-4 4.411863561053222E-6 +0.29896521643826574 0.7010346423773849 1.4118434926348193E-7 +0.9768819833084278 0.022294390456136313 8.23626235435745E-4 +0.05152273367382302 8.256910788172777E-4 0.9476515752473598 +0.001349875442721473 0.9986210209516202 2.9103605658232082E-5 +0.006424814815513248 0.9909408248684085 0.0026343603160781234 +0.004037572407210621 0.12303589787009392 0.8729265297226955 +0.045933071607547345 0.9540607258904794 6.202501973201032E-6 +2.138085428880917E-4 0.12320804666083297 0.876578144796279 +0.9738160241295063 0.02615206268816815 3.191318232558244E-5 +3.393270403290539E-5 0.0021465648024409836 0.9978195024935261 +2.9144818072101855E-5 0.9791377337826122 0.02083312139931555 +0.2652772951316593 0.7347226835263398 2.1342000847500258E-8 +0.6403322428491566 1.452897744606546E-5 0.35965322817339723 +0.9868898695779414 0.013098915643225394 1.1214778833155943E-5 +0.006641882601135533 0.9788366254886752 0.014521491910189333 +0.041942682164153734 0.9576905936831931 3.66724152653404E-4 +0.9990692977913821 2.1069728229195473E-5 9.096324803886059E-4 +0.9986385786540273 6.793543100115983E-4 6.820670359611609E-4 +0.9996679868760426 2.2642873197409288E-5 3.0937025076002364E-4 +0.18970073273154883 4.6267200166476245E-5 0.8102530000682846 +0.16841977571805555 0.8313320333018277 2.481909801166934E-4 +0.9998253838400242 1.4620000459602788E-4 2.841615537997304E-5 +0.9984511821825001 0.0014191254850493887 1.296923324505648E-4 +0.5556100948414183 1.476439805489717E-4 0.4442422611780327 +6.138449958526669E-4 0.012540959096646799 0.9868451959075005 +0.9974932422844061 1.0167754937981377E-5 0.0024965899606560794 +0.9343181396908927 0.0655398527769932 1.4200753211416275E-4 +0.9762641231627677 0.01972602751672171 0.004009849320510595 +3.0072008277919564E-4 0.9989492120612449 7.500678559759423E-4 +0.23923512370967612 0.7604878912986935 2.769849916303227E-4 +0.9998623670022561 1.1034031491385831E-4 2.7292682830049623E-5 +0.9982875557286928 0.00167967192238996 3.2772348917264714E-5 +0.9982135095272727 2.522393700424036E-4 0.0015342511026850145 +0.9298707308444298 3.868325843226067E-4 0.06974243657124768 +0.9999721177052505 1.8896321940305374E-6 2.5992662555357273E-5 +3.84768998367299E-4 0.9833927004158822 0.016222530585750496 +0.9598770226641091 0.03989722671414306 2.2575062174785195E-4 +0.056515885321459264 0.0026862553295597014 0.9407978593489811 +0.0027062982301293767 0.966626947964962 0.030666753804908613 +0.07063384120950877 0.9293655505428303 6.082476608925065E-7 +0.07559617112313778 0.01995715273406863 0.9044466761427935 +0.9994684491706279 1.6191755068676523E-4 3.696332786852559E-4 +0.9988552453947738 9.736503784015899E-4 1.7110422682460938E-4 +3.635813847543193E-5 0.007104131062810307 0.9928595107987143 +0.9961801554853563 1.4444744222408317E-5 0.0038053997704212395 +0.9998153452325101 1.51385769290577E-4 3.326899819939652E-5 +3.605591112715403E-5 0.9097831370926169 0.09018080699625587 +0.007668784897292574 0.038269921711457655 0.9540612933912498 +0.9961136690164346 0.003803672274998979 8.265870856634552E-5 +0.13309141615810266 0.86409581516091 0.002812768680987346 +0.005791905115876184 1.2653780573596558E-4 0.9940815570783879 +0.4822069072358403 2.7013708412197034E-5 0.5177660790557475 +0.7361396202803706 0.26303222085988603 8.281588597433529E-4 +0.990835563108627 0.009113847180672012 5.058971070112225E-5 +0.9935439039801881 0.006454964147084784 1.1318727270604718E-6 +0.14857812507580123 0.8514185263592894 3.3485649094126957E-6 +0.9003609519566429 6.851911316269156E-4 0.09895385691173006 +0.9998186689078415 1.7936745591711845E-4 1.9636362415402615E-6 +0.2110918762226749 1.0770014721484467E-4 0.7888004236301103 +5.989689005145791E-4 0.8951779356341175 0.1042230954653679 +0.9994769761072089 5.217107461458546E-4 1.3131466451826585E-6 +0.24897128413058156 1.0451149169091401E-5 0.7510182647202494 +0.967910362101196 2.657214640874149E-4 0.031823916434716666 +0.9558772497670813 2.509051922049433E-4 0.0438718450407138 +0.039586847265753046 0.9604122676235913 8.851106554990977E-7 +0.2668069021911581 0.7331921360223397 9.617865022958673E-7 +0.0161946659889216 0.9787549728082345 0.005050361202843808 +0.005939661982577481 0.002497552640312752 0.9915627853771097 +0.9997543597291839 2.2470448862343254E-4 2.0935782192729446E-5 +0.054922539209129186 0.0018526528010390612 0.9432248079898317 +0.5629130272479386 5.866969259399578E-5 0.43702830305946744 +5.570926780521151E-4 0.999426923490959 1.5983830988959067E-5 +0.9999034572392007 2.2102158203921727E-5 7.44406025953493E-5 +0.9822495306869822 2.9190102784865766E-5 0.017721279210232917 +0.1115311398031013 0.8871358724218833 0.001332987775015408 +0.5749257972329627 8.40827965104033E-5 0.424990119970527 +0.9602448406864877 0.0032984958586023865 0.036456663454909825 +4.165344298780494E-4 0.13628889315125373 0.8632945724188683 +0.9871861493013447 1.3294365004035664E-4 0.012680907048615055 +0.9743123304290814 0.02538756592812837 3.001036427902629E-4 +2.3823491984173624E-4 0.8828441705487918 0.11691759453136641 +0.029227569100024886 9.479673388942464E-4 0.9698244635610809 +2.375622788267454E-4 0.9995925215800415 1.699161411317172E-4 +0.04993306059845675 1.9945346407715412E-5 0.9500469940551355 +1.674727429157625E-5 0.671267610226642 0.32871564249906643 +0.0020403847997411653 0.045746613000889245 0.9522130021993696 +0.5242517355432791 1.299860070142701E-4 0.47561827844970667 +2.7071334569509734E-4 0.20313971560775004 0.7965895710465549 +0.022472771414460583 0.007658123927999037 0.9698691046575404 +7.887393556595124E-4 0.9991729431361711 3.831750816928016E-5 +0.574406614687715 1.9754900629009336E-6 0.425591409822222 +0.9998483651493127 9.677178649651924E-5 5.486306419080264E-5 +0.5090842506339102 0.00422657432380721 0.4866891750422826 +0.031008811733044886 5.137719122371804E-4 0.9684774163547178 +0.26825256614060916 0.7317311042794555 1.6329579935310016E-5 +0.008465398788845436 0.0031773814941985085 0.9883572197169561 +0.9997483738377811 6.458929628114109E-5 1.8703686593779517E-4 +0.9409838394773962 4.8670842502693273E-4 0.05852945209757695 +0.9862821734374799 0.013717617203846805 2.0935867314451496E-7 +0.9974788433176573 7.73236389010197E-5 0.0024438330434416295 +0.0015263995382484468 0.056518383053703415 0.9419552174080482 +0.6934344181332714 0.010515343470722456 0.29605023839600614 +8.316683520414768E-4 0.0027061665100628343 0.9964621651378957 +0.9984402482071582 3.570086370232308E-7 0.0015593947842049108 +0.027185237960761645 0.9727532314545944 6.153058464396729E-5 +0.0018857898097520136 0.9966921159827543 0.0014220942074937993 +1.3903693141439357E-4 0.9825151144989062 0.017345848569679412 +0.9999660460053048 7.553925254847792E-6 2.6400069440263867E-5 +0.14821219564091884 0.851732947389929 5.485696915220191E-5 +0.1585655648650786 0.5338952703545551 0.3075391647803663 +0.9999414346148455 5.7258760115559985E-5 1.3066250389129193E-6 +0.003574067754638033 0.9944074313283351 0.002018500917026897 +0.9997853905474665 1.9930828142378001E-4 1.5301171109758864E-5 +0.46615217197013004 0.38525687747205384 0.14859095055781607 +0.009841609527691144 0.9870109918397527 0.003147398632556033 +0.9816232135748288 2.548881098138035E-5 0.018351297614189802 +0.003302219342501731 0.04490436142360437 0.9517934192338938 +0.14186313919601842 0.8580100484995224 1.2681230445903198E-4 +0.9380757366023958 0.061783981097908454 1.4028229969565592E-4 +0.2688299236911606 3.003290530778336E-5 0.7311400434035317 +0.11664367121477935 0.8833555195492353 8.092359854480062E-7 +0.005276665065581005 0.004111830454573071 0.9906115044798459 +0.994456581877104 1.476195663186206E-6 0.005541941927232765 +0.988924933821219 0.011069722707214432 5.343471566717079E-6 +5.42981528270149E-4 0.04158714757049075 0.9578698709012391 +0.9999080321849703 4.83549134271532E-5 4.361290160268498E-5 +0.8099881741183873 0.19001041075345715 1.4151281555086994E-6 +0.044381809393346926 3.828240481016756E-4 0.9552353665585513 +0.9999154756255757 2.333987239024611E-5 6.118450203390966E-5 +0.9969036102054193 4.2050885973087774E-5 0.003054338908607625 +0.9686980275117972 2.737397607151166E-5 0.031274598512131324 +0.27826564499914697 0.3037461318314218 0.41798822316943113 +0.002761305312172142 0.022576652293353955 0.9746620423944738 +0.9982448052159724 2.8226560136040968E-5 0.001726968223891625 +0.9998550447884148 1.3382410637113133E-4 1.1131105214090596E-5 +0.002963236200454676 0.9969522105333096 8.455326623579695E-5 +0.7871258624122083 9.695716321519359E-4 0.21190456595563983 +0.9968300795606732 3.576749832687426E-5 0.0031341529410000043 +0.9988432083549631 0.0011212411407187665 3.55505043180805E-5 +0.8652639310893474 0.00240599652092345 0.13233007238972927 +0.0310202739646178 0.02224711270560609 0.9467326133297762 +0.16196226018219348 0.8380375537380288 1.860797777674679E-7 +0.00461213119183183 0.9793445258532121 0.016043342954956134 +0.9898534279135065 8.635619600987959E-5 0.010060215890483747 +0.9972303553336697 0.0017701928023957409 9.994518639346896E-4 +0.7379716880517048 0.259222444539569 0.0028058674087262764 +0.8984275893245963 1.4582567159593209E-4 0.10142658500380784 +0.0119385052385985 0.9697066193837968 0.01835487537760477 +0.03090928897965112 0.014346814513050745 0.9547438965072982 +0.29557894359601355 0.7044208664478993 1.8995608708432418E-7 +0.6107526373366045 0.039610139410487105 0.34963722325290836 +0.11330804998812684 0.8757443006271982 0.010947649384674935 +0.9980993288457681 0.001895739851928114 4.931302303859903E-6 +1.4254538748525224E-4 0.6802829218155964 0.3195745327969184 +0.01168086550543032 0.9689108360590932 0.019408298435476423 +0.999233766372934 6.597597668635729E-4 1.0647386020224096E-4 +0.41710670665266564 1.9757255365201123E-5 0.5828735360919691 +0.0029825961251218327 0.9962288664989073 7.88537375970818E-4 +0.9999882987006392 9.94747971387222E-6 1.753819646922816E-6 +0.999958395682581 2.5553567089864326E-5 1.605075032916823E-5 +0.9991397757239869 8.179569876208791E-4 4.2267288392221935E-5 +0.9912721216387587 0.0023660924448773847 0.0063617859163640385 +0.15905026755598545 0.24962078359918893 0.5913289488448256 +0.0018999965525815122 0.9932896967354271 0.0048103067119912414 +0.003510549734644987 0.993405012619206 0.0030844376461491084 +0.4786036157971378 0.5003825577234753 0.021013826479387 +0.18362473365089538 0.016445657809535386 0.7999296085395692 +0.9964556225641996 0.0035403698834029574 4.0075523975343986E-6 +0.0621882216967796 0.937674958082795 1.3682022042544486E-4 +0.9995160896436027 3.485863068422819E-5 4.490517257129935E-4 +0.9996865140328436 1.693044188756065E-4 1.4418154828085153E-4 +0.010403491825616553 0.018539502483031715 0.9710570056913518 +0.0017624068768465541 0.9888686820523785 0.009368911070774866 +0.9088178128090746 0.06364443777120107 0.027537749419724304 +0.9950553567233353 0.0049252022583658505 1.9441018298611357E-5 +0.9990620329233952 9.282347494142923E-4 9.732327190363149E-6 +0.7230938919440465 0.27690610052308956 7.532863990081403E-9 +0.002408774965375845 0.981815409665812 0.015775815368812188 +0.004799632085328282 0.004859186367243158 0.9903411815474286 +0.91995829278948 0.0076098923152065935 0.07243181489531322 +0.9989784579721261 4.376569961836322E-5 9.777763282555738E-4 +0.9989956039726633 9.948660581409253E-4 9.529969195608309E-6 +8.634509766581917E-4 0.2571353759588033 0.7420011730645385 +0.9997128827352194 8.8249205430956E-6 2.7829234423735853E-4 +0.9999890609698214 6.64351991552546E-6 4.295510263017136E-6 +0.9999367260919703 4.006059230838622E-5 2.321331572129306E-5 +0.02043473372936551 0.9795312336579597 3.4032612674818304E-5 +0.5589471612222361 0.44101386929632264 3.8969481441245884E-5 +0.9968532402558261 0.0016049052511916265 0.0015418544929822497 +0.9993433938998642 6.550670300127345E-4 1.5390701232959331E-6 +0.009486869299424838 0.9841275052984909 0.006385625402084174 +0.9994953908557549 8.597002535031391E-5 4.1863911889481375E-4 +0.9566304891414039 0.04334698823859773 2.252261999831687E-5 +0.9785620483035647 1.8980236617945644E-6 0.02143605367277347 +0.9908301084912703 0.009164303155161424 5.588353568407592E-6 +0.0022349398658706005 0.9813336551617066 0.016431404972422892 +0.07762264937139202 0.9218203092106174 5.570414179905096E-4 +0.01902550629227734 5.215149100817547E-4 0.9804529787976409 +5.993183163999917E-4 0.9440114275834671 0.05538925410013288 +0.008896762616718162 0.9908600344213626 2.432029619191377E-4 +0.9960041797974806 0.0039776583593060955 1.8161843213443064E-5 +0.8527218375996513 0.14723455155611895 4.361084422991645E-5 +0.0904617399684937 4.89924145118376E-4 0.909048335886388 +2.0763846684764815E-5 0.002695386391393682 0.9972838497619215 +0.03878972869813753 9.975128705308842E-4 0.9602127584313317 +0.005096096750521782 0.8942566580869974 0.10064724516248089 +0.9998945639822898 1.1009666864797704E-5 9.44263508452244E-5 +0.9998330986725606 2.245541093092743E-6 1.6465578634621475E-4 +0.8667330612686578 0.0015169022513548652 0.13175003647998743 +0.03018258096602709 7.622622459933643E-4 0.9690551567879796 +0.9792148977571913 8.033648451256536E-4 0.019981737397683066 +0.982483338036935 5.7779016987593797E-5 0.017458882946077354 +0.9247698194130819 0.06702797682207018 0.008202203764847888 +0.09262405472793975 0.0010576895138359945 0.9063182557582242 +0.0017828022525988242 0.9975585731354332 6.586246119679905E-4 +0.9999722328722239 2.764073750474376E-5 1.263902714895448E-7 +5.792684068815349E-4 0.06832038777725213 0.9311003438158664 +0.0031162963484104816 0.04676291920964226 0.9501207844419473 +0.9933611220618223 0.006609653103151451 2.9224835026197463E-5 +2.6507603513216285E-4 0.02567520675214487 0.974059717212723 +0.999242080649118 7.575930318626503E-4 3.2631901935881397E-7 +0.4216205247214578 0.5783782329820104 1.2422965318686915E-6 +4.639570279453671E-4 0.9988671727826446 6.68870189410105E-4 +0.9999243742213252 4.288013813748172E-7 7.51969772934006E-5 +0.0015410840367699925 0.011653863809339506 0.9868050521538905 +5.687200150215725E-4 0.992310173265886 0.007121106719092445 +2.9182616658919537E-4 0.7316019416503826 0.26810623218302815 +0.09775654493058317 0.9022428678618498 5.872075669794485E-7 +0.28594622403247505 0.7140534217252159 3.542423089717063E-7 +0.9943219827247705 0.005658189338832554 1.982793639704004E-5 +0.010220304380174057 0.9835933752117069 0.006186320408119101 +0.951974676167667 0.04801579041204343 9.53342028976602E-6 +0.9999578781325953 3.132176795420287E-5 1.0800099450584518E-5 +0.9997034680739817 1.4642067976133777E-5 2.818898580421592E-4 +0.35510176422839496 0.6445955520645056 3.026837070995107E-4 +0.005250290799547196 0.007387284105612574 0.9873624250948402 +0.9999632304852708 4.148162410256606E-6 3.262135231913941E-5 +0.9987493572422412 2.53958442651861E-4 9.966843151068326E-4 +0.007874554639394408 0.04240423939956615 0.9497212059610395 +0.026053891636404397 0.024176659755803413 0.9497694486077921 +0.9961956069491182 0.00380392663165492 4.664192269112424E-7 +8.546872312016892E-4 0.9788774893271682 0.02026782344163009 +3.0393384457442856E-5 0.5344953616238615 0.46547424499168105 +0.11269367849139919 5.260601362460708E-4 0.8867802613723547 +0.046008062404446014 0.0011415146638316625 0.9528504229317223 +0.9929708980748128 3.5930645819683344E-4 0.006669795466990398 +0.9977482937401893 4.939388899828849E-4 0.0017577673698277506 +2.454195373297297E-4 0.9835826287769175 0.01617195168575276 +0.997309644628662 0.002507335514582782 1.8301985675524005E-4 +0.9629432653909894 7.771251233054928E-6 0.03704896335777743 +7.320268707313616E-4 0.9990561129118822 2.1186021738635292E-4 +0.9982062717297087 3.875346641967528E-6 0.0017898529236493584 +0.999980983062505 8.55385951526426E-6 1.0463077979869857E-5 +0.005544361286232139 8.199017379919279E-5 0.9943736485399687 +0.9999439970569414 3.505809785385665E-5 2.0944845204717505E-5 +0.995025622941454 0.0038871415772417242 0.001087235481304287 +0.23881385284883677 0.7611777167732401 8.43037792307708E-6 +0.9998596234797564 7.75383880833552E-6 1.3262268143522662E-4 +0.9997239600908732 9.150357849832534E-6 2.66889551277039E-4 +0.9978402841845363 0.0013584360849804445 8.012797304831321E-4 +0.07491706680994939 0.014156904875470937 0.9109260283145797 +0.9988197502525411 0.001163405597037982 1.684415042084689E-5 +0.992371230970002 0.007626494903172943 2.274126825029556E-6 +0.870676635982696 0.1293216489977661 1.7150195380886617E-6 +0.05723213872506617 4.3971636970034175E-5 0.9427238896379638 +2.9397486007107893E-4 0.9333483160456241 0.06635770909430487 +0.5090628847041792 0.040217172143106876 0.4507199431527139 +0.9958381354588571 0.004154872277464758 6.992263677964142E-6 +0.11055041874971572 6.845714179139274E-5 0.889381124108493 +0.0017949579138628585 0.002939009985287548 0.9952660321008495 +0.9996339932955716 3.1250758876089595E-4 5.34991156675817E-5 +0.0025498772974759673 0.31537297677944526 0.6820771459230788 +0.9642658233508874 0.002326829890552926 0.03340734675855956 +0.9923135306388898 7.652112188715015E-5 0.00760994823922317 +0.26354796463608887 0.7364029483146297 4.90870492814461E-5 +0.4665516674981462 0.013064440117262172 0.5203838923845917 +0.9999584611907729 3.845732602215108E-5 3.081483204932261E-6 +0.15763205182604237 0.842367698034943 2.5013901461344414E-7 +0.0310202739646178 0.02224711270560609 0.9467326133297762 +0.2178506685792386 0.005905997962400677 0.7762433334583607 +0.03163716133988335 0.0011550226117456478 0.967207816048371 +0.14186313919601842 0.8580100484995224 1.2681230445903198E-4 +0.11373099167683905 5.953807812133238E-5 0.8862094702450397 +0.998589472024903 2.7280002248008183E-4 0.001137727952616935 +0.002122540112780224 0.9535375895600193 0.0443398703272004 +0.9763508104734108 0.02364793927484855 1.2502517406951533E-6 +0.06866822020379318 2.2015135800990196E-5 0.9313097646604058 +6.486002745124852E-4 0.9972305928576903 0.002120806867797162 +0.9989981323901314 5.740571313663988E-4 4.278104785022416E-4 +0.006679886947871809 0.881537274299165 0.11178283875296312 +0.002769284403681562 0.5881409266274693 0.4090897889688491 +0.3490987283383221 0.6509009706590346 3.010026433199646E-7 +3.608948842834762E-4 0.2990521819619548 0.7005869231537616 +0.027350201722352353 1.3224227167070687E-4 0.9725175560059769 +0.24256869714851215 5.3861906679869846E-5 0.7573774409448081 +0.9892318182016698 0.010643151168788233 1.2503062954189739E-4 +0.9330893608304471 0.06685461362109385 5.60255484590885E-5 +0.5032728861670271 0.496727109919562 3.9134109658287424E-9 +0.9992797749840755 7.135410282209404E-4 6.683987703462094E-6 +0.2688299236911606 3.003290530778336E-5 0.7311400434035317 +0.9814875138801216 6.36618839050891E-4 0.017875867280827518 +0.01168086550543032 0.9689108360590932 0.019408298435476423 +0.9997370190060118 1.8968634681737156E-4 7.329464717087961E-5 +0.9728636574057731 0.010043156024689205 0.017093186569537653 +0.7971786812754678 0.1507126572475921 0.05210866147694028 +0.013851083262136068 0.9817747726195732 0.004374144118290757 +0.5745938568518519 0.4211628270170087 0.004243316131139375 +0.08554697183285817 2.3633335139372562E-4 0.9142166948157482 +0.9287043484233487 8.087467424825327E-5 0.07121477690240315 +0.9908089038754467 0.00899609611533566 1.9500000921774668E-4 +0.0037476869287160963 5.299266659068625E-4 0.995722386405377 +0.997538157588281 1.2833106011997551E-5 0.002449009305706984 +0.9994290902117128 1.6370446206487145E-4 4.072053262223676E-4 +3.2032824729404086E-4 0.9965833955222515 0.0030962762304544665 +0.35720509169547837 0.6427912424346484 3.665869873192039E-6 +0.12760268943404784 0.8723972770938018 3.347215042344236E-8 +0.11780334801618297 0.8821904777382988 6.174245518297351E-6 +6.38823954994005E-5 0.46606920296416493 0.5338669146403355 +0.16815256777415435 0.004765947789553075 0.8270814844362925 +0.9624727548004415 0.03752721749187102 2.7707687576672433E-8 +9.951142644934081E-5 0.9944596165949993 0.005440871978551434 +0.9999124373618045 8.633058107662174E-5 1.2320571189456415E-6 +5.442349584324233E-4 0.9798898947233202 0.01956587031824738 +0.014431398938187338 0.9406834350094757 0.04488516605233683 +0.9957732817023606 0.0036799948758806226 5.467234217588173E-4 +0.0045128940336737556 0.026006130242809174 0.9694809757235171 +0.9999448430507445 1.190163268750608E-6 5.396678598685243E-5 +0.990931098181457 5.160346095109457E-4 0.008552867209032016 +0.01094429547729593 0.002279712434663301 0.9867759920880408 +0.00809124648993924 0.8435869830371848 0.14832177047287584 +0.0018857898097520136 0.9966921159827543 0.0014220942074937993 +0.9926793112188798 9.81061413745686E-7 0.007319707719706627 +0.9998907538246852 1.7281505668261113E-6 1.0751802474804203E-4 +0.9548373712507209 0.045162607704492264 2.104478673377307E-8 +0.9992540932719133 2.6618556920159408E-5 7.192881711666596E-4 +0.9985549988071314 3.217982035613576E-4 0.0011232029893072247 +0.896611298533886 7.681056125533928E-6 0.10338102040998846 +0.18166264634865623 0.8183339968394978 3.3568118459162617E-6 +4.553752484422349E-4 0.945771879590636 0.053772745160921856 +0.9999833730930411 1.3919568785566206E-5 2.7073381733869566E-6 +0.9719827654482338 0.02801714480081363 8.975095252776045E-8 +0.9861950553590797 1.359628208725881E-5 0.013791348358833024 +0.0010708090371827743 0.9911849578753743 0.007744233087442879 +0.997960632368279 1.7000534020352234E-5 0.0020223670977005414 +0.9996451687762449 4.5536816216788255E-5 3.092944075383245E-4 +0.9998994973068116 3.151668609369397E-5 6.898600709470126E-5 +9.269245336103015E-5 0.1742778505932413 0.8256294569533976 +0.9919973610189902 0.008002265125616762 3.73855393059141E-7 +0.8023651396091 4.843965102964269E-4 0.1971504638806036 +0.9720674858894234 0.027929631460268573 2.882650307944728E-6 +0.00607050159535815 0.9706101061008511 0.023319392303790928 +0.010294167734124511 1.580079391773997E-5 0.9896900314719578 +0.08179207097901693 0.019230387446558375 0.8989775415744248 +0.9983657620501463 0.0011511393423307577 4.830986075230019E-4 +0.08554424978659442 1.475012810213594E-4 0.9143082489323842 +0.9973570324289583 0.002642953416056785 1.4154984958950375E-8 +0.8240900465077067 0.17508470428546474 8.252492068287043E-4 +0.5729329534601693 4.207943230749502E-6 0.4270628385966 +0.9997017519730038 3.6055166178316124E-6 2.946425103782897E-4 +0.04676045126749149 0.005178156951908094 0.9480613917806003 +0.97016683221436 0.00447310014549099 0.025360067640149038 +0.9929061273175348 0.007093389203116143 4.834793491103719E-7 +0.9762560287343761 9.960890664679964E-5 0.023644362358977097 +0.9294613499015266 0.009449294131718765 0.061089355966754744 +0.10378653246072227 2.5135229771082863E-4 0.8959621152415669 +0.007157750513750956 0.9928134778295701 2.8771656678885947E-5 +0.9993181370339237 6.01947879359844E-4 7.991508671641361E-5 +0.9988824130922538 1.7694387508154346E-5 0.001099892520238089 +0.006821306646138784 0.012238603269201568 0.9809400900846595 +0.015041680315373028 0.0760543296554206 0.9089039900292064 +0.9993449402542892 4.6342975499851993E-4 1.916299907122114E-4 +0.014978777779539825 0.9438718134739897 0.04114940874647045 +0.9636609747420309 0.003820604602024907 0.03251842065594406 +0.07001742278599729 0.0016368873219038843 0.9283456898920988 +0.7471085559721511 0.25289137627708413 6.775076492514505E-8 +7.122763386092266E-4 0.01813994590062592 0.9811477777607649 +0.997993560751885 4.621971181538858E-6 0.002001817276933605 +0.9945378449626542 0.004878017175502658 5.841378618431227E-4 +0.012123991811812443 0.9865534347137993 0.0013225734743882774 +0.9610684104846423 0.005394886872234239 0.0335367026431235 +0.9701376577361568 7.769237380210434E-5 0.029784649890041176 +0.9851032494883774 0.005978471806412325 0.008918278705210433 +0.0019301635685014956 0.00345365616563539 0.9946161802658631 +0.0435393470283454 0.9558202112605613 6.404417110931936E-4 +0.0019486388555254178 0.2087861385208925 0.7892652226235821 +0.9993374779178262 6.625076396644646E-4 1.4442509189340143E-8 +2.4992024723061363E-4 0.9964603986943047 0.0032896810584647157 +0.0975985388063787 0.9018724027655984 5.290584280228995E-4 +0.026165131388678944 0.9738259153375585 8.953273762486942E-6 +0.9959056844448713 0.004082341432991127 1.1974122137641966E-5 +2.7400110348861666E-4 0.10328450452883312 0.8964414943676782 +0.9999782624845095 2.1514713690269583E-5 2.2280180022073872E-7 +0.0050582516716797775 0.016059213304546033 0.9788825350237742 +0.0027561772482451665 0.9389128679864436 0.05833095476531119 +7.029757736378736E-4 0.988918020214687 0.01037900401167517 +0.6946956242048415 2.1686230699416366E-4 0.3050875134881643 +0.005591038957236881 0.9941625881118513 2.463729309118883E-4 +0.9976860355837651 7.282951559815467E-4 0.0015856692602533205 +0.011256997845859882 0.988736726091851 6.276062289049484E-6 +0.0038144479207216126 0.9415733858719916 0.05461216620728677 +0.992429355330557 0.00747564878810792 9.499588133512332E-5 +0.001282429954972445 0.9983648011893757 3.5276885565199397E-4 +0.9999937779065848 5.291216926225248E-6 9.308764889045045E-7 +0.019614476876512504 0.9800691379483024 3.163851751852159E-4 +2.5665356029841482E-5 0.9762596250436316 0.023714709600338356 +0.9999954772498582 4.092946744361934E-6 4.2980339744948104E-7 +0.9996681774137518 8.094743173864961E-5 2.508751545096662E-4 +0.019688070515384532 0.980216773273553 9.515621106234655E-5 +0.999807686362578 1.1786425827837075E-4 7.444937914363277E-5 +0.019606110236094612 0.015712719011643367 0.9646811707522619 +0.29803252915321893 8.411623040984958E-6 0.7019590592237401 +0.013975738591721307 1.5373510109594146E-4 0.9858705263071827 +2.0659208336292216E-4 0.9956255131974426 0.004167894719194353 +0.9991013693878249 8.695467298272936E-4 2.9083882347772462E-5 +0.998988841117299 9.360777415584778E-4 7.508114114249345E-5 +0.4931317544944798 2.033855011800356E-5 0.5068479069554022 +0.9993310741092536 6.660739928438981E-4 2.8518979026821986E-6 +0.993369070257512 2.062885074848872E-4 0.006424641235003222 +0.999739849958368 1.2324887058157968E-4 1.369011710505845E-4 +0.9981442917020569 6.506683744127621E-6 0.0018492016141989486 +0.0011479927560755353 0.026032121005077888 0.9728198862388466 +0.999613394007275 3.7568603019532646E-4 1.0919962529807228E-5 +0.9984165151078002 0.0014644955401699855 1.1898935202989698E-4 +0.739443178601336 2.39775723396635E-6 0.2605544236414299 +0.010370129585236885 0.0072040335253816925 0.9824258368893815 +0.9966375267951051 0.0033196358650420385 4.283733985266562E-5 +2.4881874072141675E-4 0.9953114767323826 0.004439704526895957 +8.546872312016892E-4 0.9788774893271682 0.02026782344163009 +0.05723213872506617 4.3971636970034175E-5 0.9427238896379638 +0.8655799629579713 0.134407387300003 1.2649742025571669E-5 +3.9769342124862703E-4 0.9995881170750678 1.4189503683611908E-5 +7.722319279688237E-4 0.957423282408647 0.041804485663384065 +0.003123876518805124 0.9089332855154015 0.08794283796579347 +6.0171270784146486E-5 0.09800227110023409 0.9019375576289818 +0.9948633408593175 0.0012603023498072511 0.0038763567908752673 +0.7873067523188387 2.4288713852955074E-4 0.21245036054263175 +0.9958191600004581 0.004178551894252928 2.28810528894252E-6 +0.04512042021333072 0.9543289261107538 5.506536759153623E-4 +0.9846540241852957 0.01534508459343468 8.912212697732639E-7 +0.13464244112239473 0.6309402683700819 0.2344172905075233 +0.9994489643037853 3.788219723682578E-4 1.7221372384644895E-4 +0.029727500349270443 1.6610232597082057E-4 0.9701063973247588 +0.9346545983619681 0.012260272896935494 0.053085128741096464 +0.985727659154066 0.0057283788076963865 0.00854396203823764 +0.9997225539797386 2.1335913377453264E-4 6.408688648697207E-5 +0.003191860702340135 0.9951091231726885 0.0016990161249712465 +1.7717440301804601E-4 0.9745626089262441 0.025260216670737773 +0.0915808634042035 0.9083063083650212 1.1282823077518042E-4 +0.99979303522301 2.0022994401031413E-5 1.8694178258896982E-4 +0.9998775944313846 1.20827820634349E-4 1.5777479809421962E-6 +0.9995934358693332 4.058209519435418E-4 7.431787232323348E-7 +0.0825975660968598 9.430558512497072E-5 0.9173081283180153 +0.007305264335165552 0.0011578679052605021 0.991536867759574 +0.09050394237574728 1.1423567625158825E-4 0.9093818219480011 +0.41510018230049067 0.5804267505928046 0.0044730671067046155 +0.015540206174698076 0.00606443342671183 0.97839536039859 +0.004420915644269924 0.03553526542605973 0.9600438189296704 +0.008729437658715039 0.9878722294347947 0.0033983329064903893 +0.0017920829467464286 0.0029682321649181767 0.9952396848883355 +0.9955037661439615 0.0032201964915772067 0.0012760373644612971 +0.9972594266603074 5.061020668157676E-5 0.0026899631330109595 +0.9804245726925281 1.9377638041049005E-4 0.019381650927061383 +0.0752540599780736 1.817370673351736E-4 0.9245642029545913 +0.9264220936781775 0.07333799616090289 2.399101609197371E-4 +0.995505078345492 4.897817313034198E-7 0.0044944318727766575 +0.4626347663367141 4.921117044817829E-4 0.5368731219588042 +0.9579970064725851 0.041586281051338415 4.167124760764638E-4 +0.9991668326593272 1.609766158703447E-5 8.170696790856958E-4 +0.8332312953858548 0.16676869908106084 5.533084381146926E-9 +0.9999229205658888 6.499179672652478E-5 1.2087637384555098E-5 +0.9996445269773422 2.127586663904752E-4 1.4271435626740355E-4 +0.03104073314212147 0.9689517773345038 7.489523374740725E-6 +0.9999099215257014 1.4814862074336208E-5 7.526361222433201E-5 +3.666141597181318E-4 0.9901619689073661 0.009471416932915705 +0.9992489094332399 7.167578066947548E-5 6.794147860906226E-4 +0.9988154714874771 0.0011476865139391549 3.684199858387003E-5 +0.9553622758145233 0.006703916454567811 0.037933807730908944 +0.9910816012201413 0.008909811304475155 8.587475383568874E-6 +0.0022666186532113806 0.04215227176719214 0.9555811095795965 +0.9999807492558319 1.9236047726257567E-5 1.4696441919102403E-8 +0.002485124737730359 0.8771383874492132 0.12037648781305643 +0.0011392947195692424 0.003430067193121211 0.9954306380873095 +0.011366305289394486 0.9858732910471146 0.0027604036634909777 +0.9997988282134601 2.0059494082063842E-4 5.768457192146704E-7 +7.207057778688331E-4 0.9990342246503753 2.450695717558395E-4 +0.9996603560472281 5.5479436447666055E-5 2.8416451632414533E-4 +0.09030948544987191 0.0014643680578724139 0.9082261464922556 +0.9996380572017811 8.01555400919561E-5 2.8178725812689966E-4 +0.004074821784364897 0.016670040502856462 0.9792551377127787 +0.9954525290774959 0.0044327812188674634 1.1468970363661046E-4 +0.9996978158139266 1.0866368819051425E-5 2.913178172543873E-4 +0.005969200668084405 0.9934420659467862 5.887333851294213E-4 +0.9951603730660791 2.5401213659397514E-4 0.004585614797326953 +0.9994855444038164 1.748084976851335E-5 4.969747464149802E-4 +0.021612946863337097 1.1493906512999504E-5 0.97837555923015 +0.10306898341292109 0.8969229646674931 8.051919585800953E-6 +0.21874638662058313 0.0010744382099765715 0.7801791751694402 +0.4412977599356976 5.642089094507958E-7 0.558701675855393 +0.9160000547607526 0.08398349953265753 1.6445706589791644E-5 +4.22537989609689E-5 0.8662335402725884 0.13372420592845072 +0.999038837201097 9.549301716219685E-4 6.232627281023665E-6 +1.9075018211889248E-4 0.9769182907241851 0.02289095909369606 +0.8132401214475936 2.1511810981040692E-5 0.18673836674142547 +0.44420487394529984 7.0584197064169E-6 0.5557880676349937 +0.9992497006777517 1.3018282469506476E-5 7.372810397788853E-4 +0.019606110236094612 0.015712719011643367 0.9646811707522619 +0.026196719143105337 0.963472754953071 0.010330525903823634 +0.9995322483536366 4.504982111737827E-4 1.725343518964382E-5 +0.9913214209398978 0.008664580897761879 1.3998162340201014E-5 +0.00350751786551294 0.2854443042196258 0.7110481779148613 +0.9976815194699203 0.002229356378915109 8.912415116456124E-5 +0.9999507012534342 4.238435795286504E-5 6.9143886128778285E-6 +0.9999622979776365 2.875718342827587E-5 8.94483893516303E-6 +0.9273804356204819 0.07258065395718058 3.891042233754975E-5 +3.63496034065399E-4 0.00964400656963114 0.9899924973963035 +1.0392354944223668E-4 0.9487574779143365 0.05113859853622135 +0.9393352864999064 0.06066447805967421 2.3544041928468402E-7 +0.9999745553619396 5.8553153524651035E-6 1.9589322708048318E-5 +7.845011166575012E-5 0.6487345857538296 0.3511869641345046 +0.9940128924637079 0.0058905889355668345 9.651860072533302E-5 +0.8843728182970024 0.10849863970288501 0.0071285420001123735 +0.0387337259577883 0.8467146075402534 0.11455166650195836 +0.3322221025918145 1.2622304624813736E-4 0.6676516743619374 +0.06859820868829265 0.9313992067373159 2.584574391504423E-6 +0.9948535056275944 0.005038691926035284 1.0780244637031346E-4 +0.06821851444382392 0.0028701690673711097 0.928911316488805 +0.9997942717302936 5.2934757321092E-5 1.5279351238536127E-4 +1.8016436385328793E-4 0.8062535444841737 0.19356629115197285 +0.9996990456960881 2.9856020813166334E-4 2.3940957800979094E-6 +0.03931916297001963 3.7525264594532534E-7 0.9606804617773343 +0.07916078933101352 3.57785007578129E-4 0.9204814256614084 +0.8666423501122339 8.574077666785517E-5 0.1332719091110982 +0.6613269925874796 0.00450764115047303 0.3341653662620474 +0.0310202739646178 0.02224711270560609 0.9467326133297762 +0.9043618745968993 3.816437229777484E-4 0.09525648168012285 +0.34694765024312907 0.6459131687802163 0.007139180976654399 +0.562133591548737 4.277954448514888E-5 0.43782362890677784 +2.7400110348861666E-4 0.10328450452883312 0.8964414943676782 +8.577819839779461E-4 0.003179536680785592 0.9959626813352365 +0.9999245182539022 6.035396589836296E-5 1.5127780199403046E-5 +0.01188418974442544 0.014379293257415285 0.9737365169981592 +0.99480569714553 2.498954349121013E-5 0.005169313310978776 +0.9998824202458713 1.1681230549621756E-4 7.674486324957998E-7 +0.8583350980529109 1.957203552842177E-5 0.14164532991156067 +0.9990971304171232 1.5953783552436308E-5 8.869157993242748E-4 +2.0326730219981734E-4 0.7666254437283545 0.2331712889694455 +0.6633880618288587 0.3366112616571901 6.765139511916728E-7 +0.0010193488018703913 0.9952379289567601 0.003742722241369513 +0.9999601834658014 1.0164201935718283E-6 3.8800114004969305E-5 +0.5147976455867781 0.4852020507043987 3.037088232850059E-7 +0.9995124584321434 2.7965842867688415E-4 2.0788313917968166E-4 +0.998737782693108 5.841247379190196E-5 0.0012038048331002007 +0.02066481909184874 3.3120962519169394E-4 0.9790039712829596 +0.04239451992349015 2.67019949477095E-7 0.9576052130565604 +0.012755253050050418 0.9869570180901237 2.877288598258727E-4 +0.01346997616821934 0.9849717873545658 0.0015582364772147817 +0.013224955658293524 0.09484576232912954 0.8919292820125769 +0.9318948484549304 2.768358298628317E-6 0.06810238318677096 +0.9969830496863694 0.0030166711564831874 2.7915714750523254E-7 +2.215163072796489E-4 0.20013396620716545 0.7996445174855549 +0.09614154221671262 0.9034444801096876 4.139776735998159E-4 +0.04789071787119354 0.0010568618052661002 0.9510524203235403 +0.9994270796267066 4.1819273347283096E-5 5.311010999460467E-4 +0.8190663232386294 3.8822382319127024E-4 0.18054545293817928 +0.6044453767284085 0.3955545697959351 5.347565637155793E-8 +0.9998625093482126 1.2364375374781787E-4 1.384689803958449E-5 +0.9994422970809478 4.966717115260359E-4 6.103120752620077E-5 +0.012888291988699924 0.005316699223206738 0.9817950087880933 +0.9992025650793924 5.254699024313437E-4 2.7196501817624007E-4 +0.0368659524498803 0.9631205959022345 1.3451647885191074E-5 +0.999674511663695 1.0293192028210796E-4 2.2255641602292512E-4 +0.49995413616843315 0.4894443102007458 0.010601553630821088 +0.9957915481752018 0.004201483698891433 6.968125906836807E-6 +0.4814740355521449 0.5185259604593259 3.988529262090589E-9 +0.9984576430752137 9.649033898683193E-4 5.774535349181039E-4 +0.10787767429540641 0.8919687022099938 1.5362349459984524E-4 +0.9924551494730294 0.0075227511456791955 2.209938129146499E-5 +3.3228355342303494E-4 0.9970176643479267 0.002650052098650208 +0.9998638934547067 6.222933996036802E-7 1.3548425189379036E-4 +0.9995711605518244 1.4391845011526636E-4 2.849209980602642E-4 +0.02465169032837677 0.975343221963165 5.087708458242092E-6 +0.9999200860251363 7.634356689305581E-5 3.5704079707106073E-6 +0.0012091506712872716 0.9970384948548906 0.0017523544738221974 +0.9900685920486585 0.008469313293999787 0.0014620946573416299 +0.9867485883065635 4.8063982308558953E-4 0.012770771870350814 +0.005939661982577481 0.002497552640312752 0.9915627853771097 +0.09281624637196367 3.653790444322935E-5 0.9071472157235931 +0.8621185317222904 0.13728673246633907 5.947358113705842E-4 +0.9986033115649875 2.7019644403817054E-4 0.0011264919909743068 +0.9973462474096181 0.0026187303653180437 3.5022225063935165E-5 +0.999658148182095 3.3715800223816446E-4 4.693815666779178E-6 +0.7628807286615906 0.23595704341437168 0.001162227924037616 +0.026165131388678944 0.9738259153375585 8.953273762486942E-6 +0.723396258805826 8.882956556406522E-5 0.27651491162861 +0.9898490640935731 0.009378656188672028 7.722797177547523E-4 +0.9984819230810452 8.828911873757941E-4 6.351857315790624E-4 +0.022840520509270604 0.5322851695182618 0.4448743099724677 +0.08467566640584144 0.9152552378269346 6.909576722393731E-5 +0.5883825944201796 0.4116173733412685 3.22385519896536E-8 +0.9948863396581744 0.0031849652280426383 0.0019286951137830934 +0.06107801884751078 4.0594085871306954E-4 0.9385160402937761 +0.9975795964421103 8.664665556320777E-6 0.002411738892333481 +0.9996751843657232 3.228680521965821E-4 1.9475820800266104E-6 +0.0012508499846900973 0.6961763342839378 0.30257281573137224 +0.9981724273930299 7.762125892769116E-7 0.0018267963943806337 +0.0035475368404069172 0.0010369813038867417 0.9954154818557063 +0.15113191412483107 2.7075574583099957E-4 0.8485973301293378 +0.9999550181408023 2.026628404184635E-5 2.471557515580169E-5 +0.475528168361168 6.82003817969569E-5 0.524403631257035 +0.0033319552530078336 0.9958983946140585 7.696501329337169E-4 +0.8932126141456797 0.10678708476589188 3.010884283194516E-7 +0.9999833142593335 5.106640617122669E-7 1.6175076604821858E-5 +0.9999777519213457 1.2164771897360325E-6 2.1031601464457482E-5 +0.8842194832243373 6.395093127107413E-7 0.11577987726635015 +0.0072190308045111595 0.992517081445288 2.6388775020082044E-4 +9.993298877755217E-4 0.9767264248851945 0.02227424522703009 +0.971357459227184 0.02863154550723083 1.0995265585115839E-5 +0.9999632283622447 2.5593232112317394E-5 1.1178405642985404E-5 +6.201603911848444E-4 0.7493493945223216 0.2500304450864935 +0.9783537849107905 0.021639008832383136 7.2062568262336445E-6 +0.9973037721838044 0.0018377513728623069 8.584764433333232E-4 +0.47741464703196596 0.0010912771933451494 0.5214940757746889 +0.7860804064746826 2.961580619628538E-6 0.2139166319446979 +0.9979115741548285 0.0013727630142260651 7.156628309455029E-4 +0.9988827892674728 0.0010215377076053236 9.567302492178972E-5 +0.08459044675189892 1.5776623968598977E-5 0.9153937766241325 +0.9713279144843104 0.02801410448890682 6.579810267826747E-4 +0.9995406227241481 3.4978389194856196E-5 4.243988866569885E-4 +0.47489880420523733 5.262847591347251E-5 0.5250485673188492 +0.9991866012268212 7.74985187076593E-4 3.841358610218104E-5 +0.9966865209615438 0.0022594852403826863 0.0010539937980734754 +0.9985560147007704 3.50931467285929E-5 0.0014088921525009855 +0.4682096813923321 0.3138979802761169 0.21789233833155097 +0.9996353965589789 3.6270601606970846E-4 1.8974249513689292E-6 +0.006919285291548421 0.0057195467457484064 0.9873611679627032 +0.9999444866660891 1.0177349068310836E-5 4.533598484253517E-5 +0.3614524149106625 1.064841317761289E-5 0.63853693667616 +0.062753915486873 0.9372051538896925 4.093062343449508E-5 +0.9643179013982427 3.4543382557908036E-6 0.035678644263501626 +0.005764325542633958 0.9942182013323163 1.7473125049742212E-5 +0.031809912565903556 1.4881193947928762E-5 0.9681752062401486 +0.9989327247148565 7.351865326406033E-6 0.0010599234198171762 +0.9999420273771243 5.5508073990413966E-5 2.464548885376159E-6 +0.9877032615993859 8.183946758721575E-7 0.012295920005938312 +0.993516838529981 0.004177608003706411 0.0023055534663127004 +0.9946086261787005 9.57672435638031E-6 0.0053817970969430645 +0.9905677664112836 0.009416915052069404 1.5318536647053186E-5 +0.2220764290595542 4.578220327686208E-4 0.7774657489076773 +0.011051088534271529 0.9887655745625307 1.8333690319783288E-4 +0.9963963499841026 2.8747405808355125E-6 0.0036007752753165296 +0.0795467186400729 0.50733197195694 0.4131213094029869 +0.8970970389920943 0.10289874061495699 4.2203929487113464E-6 +0.0011456303902370251 0.001492121004017757 0.9973622486057452 +0.00454255131227971 0.015394334390873574 0.9800631142968468 +0.0010209590589209867 0.01047433760114525 0.9885047033399338 +0.999779342762897 2.206305107502572E-4 2.672635276196593E-8 +0.9518986417221987 0.04725091882697214 8.504394508292057E-4 +0.9786513870787862 5.037488575133022E-5 0.021298238035462467 +0.9996231425232394 1.6761030355630344E-5 3.6009644640505E-4 +0.9990918051790112 5.465838618022908E-4 3.6161095918642994E-4 +0.006111962621776265 0.008168218875222592 0.9857198185030012 +0.6277343788736833 0.010425187821849598 0.36184043330446714 +0.03351387386439291 0.966474673674057 1.1452461550115249E-5 +0.1635652932874129 0.8364138323176118 2.0874394975478333E-5 +7.67313419749488E-4 0.96629169019365 0.03294099638660044 +0.9906718452687341 0.009323612288253673 4.542443012329334E-6 +8.898381331183915E-4 0.8295507259904474 0.1695594358764342 +0.9993368702035893 1.8067620946066304E-4 4.8245358695003787E-4 +0.9994573027514736 5.424921931669214E-4 2.050553595371773E-7 +0.9999785290120038 1.1116350151281977E-5 1.0354637844820758E-5 +0.9997598276775104 2.9247221213443603E-5 2.1092510127613027E-4 +0.0020356129296477334 0.9978956115508424 6.877551950976933E-5 +0.9983116786133764 6.75565241209432E-4 0.0010127561454141049 +0.9985239206708649 9.23840624621892E-4 5.522387045131645E-4 +0.053750365533707184 2.916506624575581E-4 0.9459579838038352 +0.9989000022451279 0.0010868886530542986 1.3109101817853134E-5 +0.9999574697767404 1.6299003226455193E-6 4.090032293702596E-5 +0.7821299185469714 1.5262351118766908E-4 0.2177174579418409 +4.5655313170607894E-4 0.9896692446936568 0.00987420217463701 +0.9999913903913913 3.5265637696232613E-6 5.08304483910037E-6 +0.9974464564447809 0.0022089286208973806 3.446149343216609E-4 +0.0038002206680068733 0.9547667919222225 0.04143298740977069 +0.019606110236094612 0.015712719011643367 0.9646811707522619 +0.0881597319732861 3.3236453813085707E-4 0.9115079034885831 +0.6778535063046305 1.3636499774632274E-5 0.32213285719559487 +0.9931587932797888 0.0068296194404130015 1.1587279798237555E-5 +0.007914575514228847 0.9913176315830425 7.677929027285539E-4 +0.9995696814373808 3.1658311948979647E-6 4.2715273142427405E-4 +0.017264035629177003 0.0074491072905499 0.9752868570802731 +0.2529243983891533 0.5129008459166947 0.23417475569415205 +0.003927143737671914 0.05372177223882636 0.9423510840235018 +0.305691626430617 0.6943063237254847 2.049843898271195E-6 +0.01085175747381698 0.9311565656434608 0.057991676882722346 +0.005134816402544351 0.9948277962692433 3.738732821236013E-5 +0.04960869412387734 0.931657361068149 0.018733944807973767 +0.9924624039521199 0.007535675109714253 1.920938165815809E-6 +0.9994271494335998 5.133836317566968E-4 5.9466934643611125E-5 +0.9588752433780928 0.019994633918351278 0.02113012270355588 +0.7398670547835914 0.2540289922030161 0.006103953013392567 +0.0012278609354308525 0.7761846876903777 0.22258745137419125 +0.027113133882470112 6.88266493686075E-4 0.9721985996238439 +0.17311118842397002 0.8208465290455091 0.006042282530520889 +0.999898418585547 1.5054846377640333E-6 1.0007592981524426E-4 +0.9974886938184047 6.589336026162506E-7 0.002510647247992692 +4.1594116870603685E-5 0.8144449090464767 0.18551349683665272 +0.9966742007619752 8.290172529259222E-4 0.0024967819850989286 +0.9993176771860092 6.760029821102261E-4 6.3198318807224866E-6 +0.917818790434104 9.707748576695555E-7 0.08218023879103842 +0.1316723046460542 1.574054623723205E-5 0.8683119548077085 +0.2933741624132575 0.001126968459671452 0.705498869127071 +0.9665487156964258 0.033433519411500676 1.776489207356981E-5 +0.9991459981438003 3.0529651868581594E-5 8.234722043310212E-4 +0.07771455749851924 0.22633020466455936 0.6959552378369214 +0.9966642192461829 0.003298171640602556 3.760911321464189E-5 +0.009497946179703093 0.9901939428991041 3.0811092119268426E-4 +0.029141789587576555 0.00234985644933973 0.9685083539630838 +0.01572101170165467 4.009324015360562E-5 0.9842388950581916 +7.029757736378736E-4 0.988918020214687 0.01037900401167517 +0.05425838645753977 9.395845242865237E-5 0.9456476550900317 +0.9994766266866311 4.8059374384146414E-4 4.27795695274945E-5 +0.026146600137874693 1.1409151872865563E-4 0.9737393083433966 +0.1448014448115446 0.006581222238408233 0.8486173329500472 +0.9958942483972836 3.6077439963766645E-4 0.0037449772030788238 +0.7978561253070446 0.2018386089136959 3.052657792595469E-4 +0.9765279182306468 0.005239076746887759 0.0182330050224654 +0.06942982319231258 1.1153979702539329E-4 0.930458637010662 +0.4367074403875896 1.725505532407622E-5 0.5632753045570863 +5.149798737977359E-6 0.6807723578161439 0.31922249238511813 +0.2983698478437064 4.727047231845206E-5 0.7015828816839752 +0.9954219173715156 0.004191623202427768 3.8645942605652304E-4 +0.07072751141444597 0.0016755531553487265 0.9275969354302053 +0.9310741948620006 0.04158649053774845 0.02733931460025092 +7.46286962797131E-4 0.0961420448952536 0.9031116681419492 +0.9995146824181251 3.2680122295470954E-4 1.5851635892014682E-4 +2.789225485397608E-4 0.9991566472845009 5.644301669594444E-4 +0.01516187757706995 0.9848085965203763 2.9525902553696452E-5 +0.14580081730134872 0.8541561155035469 4.3067195104506525E-5 +0.029313984774341884 0.9706724060059937 1.3609219664465875E-5 +0.2183287655630766 3.907494783571766E-5 0.7816321594890877 +0.9999584572356822 4.14515707480118E-5 9.119356973124598E-8 +0.001248926030670623 0.6856792440314856 0.31307182993784377 +0.9941989826711273 0.0057314142662834005 6.960306258931488E-5 +6.818958695817209E-4 0.364206310852377 0.6351117932780412 +0.0013887840672118052 0.03204505696455077 0.9665661589682374 +0.003598575885993293 0.9123481056102866 0.08405331850372005 +0.9993494913949009 8.201065046500523E-7 6.496884985943142E-4 +0.12851893822580915 0.8714801058740355 9.559001553737252E-7 +0.9999392650342745 4.851343507666804E-5 1.2221530648671545E-5 +7.320268707313616E-4 0.9990561129118822 2.1186021738635292E-4 +2.0685020685258618E-4 0.7920759376175625 0.20771721217558495 +0.018134132557879223 0.004810820657852522 0.9770550467842682 +0.9999320414396539 4.0466168163963476E-5 2.7492392182216695E-5 +0.0022484214769276727 4.01510007354414E-4 0.997350068515718 +0.9994923855521789 1.2578827917358797E-4 3.8182616864750946E-4 +0.9937548619416162 0.004596145751525202 0.001648992306858479 +0.012402138326527343 0.971108067536331 0.01648979413714174 +0.0019434136592131007 0.9958328442552702 0.0022237420855167117 +0.023490957598489765 3.6554026410107735E-4 0.9761435021374092 +0.002489078293990467 0.293401463176128 0.7041094585298815 +0.8973376494200809 0.07875231507188142 0.02391003550803769 +0.9999548459718992 1.4258210908240135E-5 3.089581719248738E-5 +0.978259867568776 0.018384078233401314 0.0033560541978226617 +0.9997292671907275 2.5899881966076686E-4 1.1733989611674978E-5 +0.0015410840367699925 0.011653863809339506 0.9868050521538905 +0.019122656588418156 0.9799216000923855 9.557433191964093E-4 +0.3983225551374791 0.26587907034857283 0.33579837451394806 +0.004726757287856248 0.992943360572385 0.00232988213975865 +0.9906035985392385 0.0014549071550680611 0.007941494305693514 +0.9914873897575325 0.0084187554972168 9.385474525077021E-5 +0.01464836447763584 0.0062319558172062904 0.9791196797051579 +3.711210219875794E-4 0.950329637937205 0.049299241040807275 +0.9997767121724564 3.858655399578797E-5 1.8470127354778092E-4 +5.246898249974976E-4 7.686411367494023E-5 0.9993984460613276 +3.8903036200067293E-4 0.9868684689357835 0.012742500702215743 +4.2282753653373397E-4 0.9992412078314912 3.359646319750276E-4 +1.250805933393626E-4 0.992372401535342 0.007502517871318608 +0.005690348640610993 6.584916218503267E-4 0.9936511597375387 +0.7110895087281255 5.939941770663824E-5 0.2888510918541679 +0.9992641991749012 3.0977599699042396E-4 4.2602482810844163E-4 +0.9995069605242365 3.736389214170848E-4 1.1940055434631905E-4 +0.001029738851787878 0.9975305525103059 0.001439708637906162 +0.057200263701052745 3.13589485626698E-4 0.9424861468133205 +0.0368659524498803 0.9631205959022345 1.3451647885191074E-5 +0.9591240458071657 2.2162088580235346E-5 0.040853792104254015 +0.9985806661179604 0.0013811652858033644 3.816859623627631E-5 +0.9999363319242162 4.057760815158365E-6 5.9610314968618685E-5 +0.9993485875147862 3.6897352742970795E-5 6.145151324708592E-4 +0.005728851510944358 0.9937667364713734 5.044120176822514E-4 +0.09282090402445044 4.790802607378769E-4 0.9067000157148117 +0.73408839809117 2.276251320824978E-5 0.2658888393956219 +0.007203883703942218 0.002215016105689332 0.9905811001903685 +0.9933860128000773 0.006611473544360758 2.5136555619229333E-6 +0.004990906186354411 1.7303554972298606E-4 0.9948360582639227 +0.03667629444785105 8.34053360667282E-4 0.9624896521914816 +0.9995902378182222 3.9365768917190114E-4 1.6104492605720948E-5 +0.4965154313107334 0.5034845672032955 1.485971131170596E-9 +9.53472395824529E-5 0.9895385905953948 0.01036606216502267 +0.9936012908203367 0.006387324010215714 1.138516944764723E-5 +0.5210082207481016 0.47880072878981583 1.910504620825741E-4 +0.9996712287259831 2.799014529002951E-4 4.886982111660541E-5 +0.9999441970354227 5.4962052851158285E-5 8.409117259625891E-7 +0.9960243892030082 0.002932933612187605 0.0010426771848043301 +0.9929302483234449 1.8363123173044429E-4 0.0068861204448247065 +0.9999775452203779 2.1639735599818516E-5 8.150440224438624E-7 +0.005728851510944358 0.9937667364713734 5.044120176822514E-4 +0.02478466937819501 0.9752095274044608 5.803217344064816E-6 +1.0652506360786613E-4 0.6638149723447648 0.33607850259162725 +0.9999114154239483 5.9769550851102115E-5 2.881502520048531E-5 +0.20810570351191646 0.7918942520692138 4.441886965869512E-8 +0.999981619401876 4.0755453978812925E-6 1.4305052726064435E-5 +0.9932400643330562 0.006569752542270647 1.9018312467314195E-4 +0.9999815170524624 1.386515051671271E-6 1.709643248596377E-5 +0.18531777069735916 4.877822920507109E-5 0.8146334510734357 +0.99017624933106 6.9246954873101E-5 0.009754503714066939 +0.5210621731493043 0.09330655754973641 0.3856312693009593 +0.029208186642138877 0.005524020771468892 0.9652677925863923 +0.0018088375273845054 0.8805928385520179 0.11759832392059763 +0.9993420367829725 7.073749275950023E-5 5.872257242679006E-4 +0.0028740997610786703 0.9971142523141218 1.1647924799450156E-5 +0.014932143577471345 0.9378502847621282 0.047217571660400394 +0.23197221484432734 0.768026164467117 1.6206885557142363E-6 +0.015923053560633213 0.9827061773845867 0.0013707690547801149 +0.004071840240599038 0.0023775554273714737 0.9935506043320295 +1.1588363562549308E-4 0.04306729327651621 0.9568168230878584 +0.02674469296751796 0.9732183882066348 3.691882584717561E-5 +0.17329808071547373 4.4497812907683544E-6 0.8266974695032355 +0.12983415422004374 1.9925734068187403E-5 0.8701459200458881 +0.9999576061009002 4.175428353831614E-5 6.39615561302682E-7 +0.025613001649409654 3.095700560455154E-4 0.9740774282945448 +0.9998444330365798 5.713999929492405E-5 9.842696412523171E-5 +0.9999102569862821 7.700797275202273E-5 1.2735040965703382E-5 +0.00837278519056741 0.9902911730586632 0.0013360417507693298 +2.404198193064986E-4 0.2575045807784806 0.7422549994022128 +0.9999302963215001 4.116615267007834E-6 6.55870632329044E-5 +0.017114067649584144 0.0014774548798175593 0.9814084774705983 +0.008328099237991576 0.9916587890003472 1.3111761661218783E-5 +0.05242456638598004 0.9475486925904144 2.6741023605510677E-5 +0.0013933543917250828 0.9977374621973075 8.691834109674379E-4 +0.9585088377300829 0.0414910258980804 1.3637183667930694E-7 +0.005164437138430504 0.014184628921276232 0.9806509339402932 +0.025139126874516374 0.9748285155114986 3.2357613985005696E-5 +0.056589982208419855 0.0035089288037557322 0.9399010889878243 +4.4455037273648094E-4 0.9844247002010665 0.01513074942619705 +0.8431504348610869 0.1561404833281844 7.090818107288268E-4 +0.9994428715720155 8.324469671341468E-5 4.738837312711196E-4 +0.9747419671657013 0.02358506945453908 0.0016729633797596657 +0.999973843194815 4.944501450129143E-6 2.121230373502978E-5 +0.06447284371265777 1.0144183848002678E-4 0.9354257144488624 +5.761887433567986E-4 0.5961468717451341 0.40327693951150917 +1.1427689290475781E-4 0.9938854961316774 0.006000226975417776 +0.9984392126456003 3.6398927955730395E-7 0.0015604233651202203 +0.9993644900046392 5.985970440442621E-4 3.6912951316600204E-5 +0.9957985506456438 9.926742931447882E-6 0.004191522611424884 +0.5889060996731229 1.7502611990051031E-6 0.4110921500656781 +0.23522875968200324 0.7276601958776858 0.037111044440310985 +0.3512031007477645 2.218397164607216E-4 0.6485750595357749 +0.0018606392427362515 0.8898339247521444 0.10830543600511941 +0.9934296494758361 4.6386911169855595E-4 0.006106481412465433 +0.019925139798496302 0.9788786399453542 0.001196220256149669 +0.43728393685196315 0.09997864042411668 0.46273742272392016 +0.9982092006614582 0.0015901706411500527 2.0062869739168835E-4 +0.2688299236911606 3.003290530778336E-5 0.7311400434035317 +0.9996358367454765 3.4567849113485206E-4 1.84847633885938E-5 +0.3326264768074441 2.7173598294769053E-6 0.6673708058327265 +0.10900366080008929 0.8909028146730956 9.352452681493821E-5 +8.52888598204415E-4 0.935628611933787 0.06351849946800865 +0.3772387657223106 0.6227586255358395 2.608741850079567E-6 +0.9990819721747234 8.567139413060965E-4 6.131388397053668E-5 +0.999885012166912 1.2737860710391587E-5 1.0224997237759972E-4 +0.00873667972130473 0.9912538605061356 9.459772559707685E-6 +0.9996025322962796 1.3134579927897105E-5 3.843331237925819E-4 +0.9987595115219641 2.3312882936043265E-5 0.001217175595099904 +0.05493074473312361 3.702791807826417E-4 0.9446989760860939 +0.9989061275251205 0.0010926262849626858 1.2461899168420847E-6 +0.9966865209615438 0.0022594852403826863 0.0010539937980734754 +0.013174378499162686 3.116817953215513E-4 0.9865139397055157 +0.9997825555150068 7.788823795479226E-5 1.395562470383988E-4 +0.849644410334902 0.15034524170371344 1.034796138462206E-5 +0.09987394049051047 0.002387402801507049 0.8977386567079825 +0.9996733232948941 3.1863334519128023E-6 3.234903716539911E-4 +0.005939661982577481 0.002497552640312752 0.9915627853771097 +0.0423077273143375 0.7656423748238617 0.19204989786180085 +0.8554977553968076 5.835533295277677E-6 0.1444964090698972 +0.0037767019889587135 0.9949106700357552 0.0013126279752859937 +0.9231340011386159 1.682200485422024E-4 0.07669777881284184 +0.9990397714904764 3.7366114303242674E-5 9.228623952203993E-4 +0.9422392856332392 0.0034551076319076696 0.05430560673485309 +0.9889620325983801 0.01103794702355154 2.0378068396972828E-8 +0.9102760198130068 1.700559616650268E-4 0.08955392422532825 +0.9916214021827298 5.140689870862676E-5 0.008327190918561617 +2.9793036939154044E-5 0.5528195692674494 0.4471506376956115 +0.056349743703275494 0.9436285182060002 2.1738090724310467E-5 +0.004491600216215905 0.001415038133733397 0.9940933616500507 +0.9998926015192245 6.396216524205823E-5 4.343631553329145E-5 +0.015621530531271388 6.217181895838683E-4 0.9837567512791447 +0.12703931993752507 0.8724876526801626 4.7302738231241854E-4 +0.18113645719461252 0.8183194465358625 5.440962695248768E-4 +0.9440897246832687 0.0556227669324464 2.8750838428494025E-4 +0.9993927779057058 5.922075030710933E-4 1.5014591223026412E-5 +0.0013295680854764752 0.014176150407691933 0.9844942815068316 +0.9981904008219091 2.670132228055098E-5 0.001782897855810184 +0.005397047358253943 0.9941513489884155 4.5160365333051503E-4 +0.23968040186800607 5.486130499489613E-6 0.7603141120014945 +0.06287402828005392 0.008774132447483148 0.9283518392724629 +0.9980032620691088 0.0016868133519167907 3.0992457897437414E-4 +0.31444002995672116 0.685556851980997 3.1180622816824825E-6 +0.998675087605965 0.0013153616315090021 9.55076252593037E-6 +0.013309420806925402 0.9834949627476957 0.003195616445379059 +0.21700198003932294 0.7829979487821234 7.117855376043333E-8 +0.966910616196977 0.03308841498282023 9.688202026555912E-7 +0.9895762873201415 0.010391831708902287 3.188097095625171E-5 +0.9939234446617424 0.005641751981228129 4.3480335702944983E-4 +0.8121800872861024 1.4747907641927115E-5 0.18780516480625567 +0.018342335108007306 0.9805979572933302 0.001059707598662496 +0.4716102579995203 7.379207045160365E-6 0.5283823627934344 +0.9998368873092818 8.456670500968196E-5 7.854598570860823E-5 +0.9941478668837342 0.005850618605388103 1.5145108776794282E-6 +0.959612154237067 0.040387805331582934 4.043135017081506E-8 +0.9883100013352755 0.0116586016635253 3.139700119943993E-5 +0.9992739805980475 2.1016247159005012E-4 5.158569303625125E-4 +0.006919285291548421 0.0057195467457484064 0.9873611679627032 +0.9926326035381944 0.007367389556491104 6.90531443558644E-9 +0.9993800670365541 6.137844792815621E-4 6.148484164169072E-6 +0.0020403847997411653 0.045746613000889245 0.9522130021993696 +0.996588727204111 0.003411168573003251 1.0422288572841764E-7 +0.02260551897488583 0.009222488984440084 0.9681719920406741 +0.10243247792425508 1.25703929617088E-6 0.8975662650364488 +0.9956702736043486 2.575336688671263E-5 0.004303973028764662 +0.8053273946006488 8.673063486420924E-4 0.19380529905070903 +0.0014200975112164385 0.982034300624861 0.016545601863922572 +0.01679270163296988 0.983206471657897 8.267091333376638E-7 +0.09235348621153021 0.9074853034750786 1.6121031339118007E-4 +0.607518246757276 2.62061403952136E-4 0.392219691838772 +0.9947938731069321 0.004025160125368948 0.0011809667676989627 +4.6408767710896744E-4 0.6046561493394645 0.3948797629834265 +0.02176980113830904 0.1315937181579616 0.8466364807037293 +0.9992081371131398 7.751623046431073E-4 1.6700582217046804E-5 +0.9228937093348077 0.07709656590562758 9.724759564634661E-6 +0.03072295152670843 0.9692611127564205 1.5935716870999153E-5 +0.9936061225228633 4.1658089898736E-4 0.0059772965781493695 +0.021984911496270607 0.9754447140350724 0.0025703744686570587 +8.081850756417745E-4 0.005601891706992087 0.9935899232173662 +0.05141401058846385 0.9465985730738421 0.0019874163376939623 +0.94895432263156 4.2455408427722604E-4 0.05062112328416272 +0.7979806038186474 0.201547714132965 4.716820483874747E-4 +0.10139445259074659 0.8986032308595878 2.3165496656299916E-6 +0.9999707054465726 2.823972132565407E-5 1.0548321015997507E-6 +0.9981777448639427 0.0017825291302190455 3.972600583821782E-5 +0.0818370329680771 2.164586961922228E-4 0.9179465083357307 +0.037271389026302296 0.0010534993284938565 0.9616751116452038 +0.9998278185171543 1.7111281131372422E-4 1.068671532149663E-6 +0.9999511866177784 1.3449676206864659E-6 4.746841460095096E-5 +0.9242254101988061 0.07571195831727921 6.263148391459177E-5 +0.9709074827908305 0.028985526070784497 1.0699113838504711E-4 +0.4723219173566028 0.5276739380602792 4.1445831180838055E-6 +0.142092256677091 0.8579020012772898 5.742045619395008E-6 +0.044174038144105206 0.9558193649399701 6.596915924613452E-6 +0.999856904109552 9.292162826032242E-7 1.4216667416539565E-4 +2.8928692030571465E-4 0.9952653479292194 0.004445365150474952 +0.004527650283391687 0.9954551462815109 1.7203435097372808E-5 +0.9576347580423148 0.022169349269906543 0.02019589268777865 +0.9883235289968026 0.01154512791868523 1.3134308451208076E-4 +3.8784530072078455E-5 0.33322150663296074 0.6667397088369673 +0.9998718984727205 6.666202034275312E-5 6.143950693660255E-5 +0.004318278653765812 0.995671933018678 9.788327556278915E-6 +5.039627828311904E-4 0.9977960138936365 0.0017000233235323007 +0.9997736365180032 1.2296869060879104E-4 1.0339479138794775E-4 +0.049131118246184664 2.6048121550478244E-4 0.9506084005383105 +0.992938275662631 0.006162526402220477 8.991979351484766E-4 +0.7044759323331623 0.013522526600968518 0.28200154106586917 +0.010425295819274271 0.9846518951605708 0.004922809020154964 +0.04681733628618726 2.0662006165745597E-5 0.9531620017076469 +0.9147129149600423 0.0011257747981421105 0.08416131024181558 +0.15117605918294588 1.0994873189106609E-5 0.8488129459438649 +0.9999586351100209 8.568474475955345E-6 3.279641550305691E-5 +0.02323642430896803 0.874645167551389 0.1021184081396429 +0.9927691333363902 0.007226182264012601 4.6843995971251725E-6 +0.9948565520941179 0.005140201222501037 3.2466833809454794E-6 +0.15763205182604237 0.842367698034943 2.5013901461344414E-7 +0.997804449712884 0.0020976991755062087 9.785111160999728E-5 +0.9999285433249563 5.246700261842543E-5 1.8989672425153035E-5 +0.9996496254399168 3.4347933642437886E-4 6.89522365884339E-6 +0.8812519624513397 0.11874780033154271 2.372171175911784E-7 +0.9412705817760116 0.0587200010006321 9.417223356199594E-6 +0.9702128508438224 0.029572419495066348 2.147296611112744E-4 +0.2689779450260872 6.128747186900675E-4 0.7304091802552228 +0.012412749288799027 0.982748493345359 0.004838757365842052 +0.004886793974906489 3.453866950435838E-4 0.99476781933005 +0.24654020736094542 0.7534596037549118 1.8888414272509038E-7 +0.35510176422839496 0.6445955520645056 3.026837070995107E-4 +0.00823197235281934 0.9882002050271406 0.0035678226200400462 +0.04204916811083899 2.8365803409269573E-5 0.9579224660857517 +3.72204815767262E-4 0.9970934536132215 0.002534341571011258 +0.9993296780344479 6.671845775055281E-4 3.137388046514941E-6 +0.0029139147396150976 0.9878461085820308 0.009239976678354175 +0.003960128227804754 4.6110632223581824E-4 0.9955787654499594 +0.9998045913401407 1.3157708067200307E-5 1.8225095179215517E-4 +0.9455838794473345 0.05434665195586973 6.946859679571176E-5 +0.9947569976121925 0.005216150638072753 2.6851749734697913E-5 +0.890602084238657 0.10939765774283945 2.58018503446743E-7 +0.9994606740085926 5.35271496742481E-4 4.0544946649057425E-6 +0.9910549000508163 0.008903474330124481 4.1625619059167246E-5 +1.3911804469321043E-4 0.9869674228554123 0.012893459099894432 +0.006679886947871809 0.881537274299165 0.11178283875296312 +0.0012991955886758975 0.007653082990822381 0.9910477214205018 +0.14984176046456435 0.013432429607914924 0.8367258099275207 +0.9545311273200178 0.04546455819541789 4.3144845644291885E-6 +0.005303233727850727 0.08194713791525092 0.9127496283568983 +0.9993181203113636 5.908518623982145E-4 9.102782623818382E-5 +0.9671035809382882 0.003820636600823991 0.029075782460887812 +0.06856183683224513 0.9189662723220361 0.012471890845718717 +7.070617026950222E-5 0.9395555323873889 0.060373761442341606 +0.0052521896393063075 0.9918733918528128 0.002874418507880998 +0.012097149455300974 0.005609168971340241 0.9822936815733588 +0.021778716584876828 1.8866504223631535E-4 0.9780326183728868 +0.9993708415410701 1.5344598808804073E-5 6.138138601209788E-4 +0.9906050810679065 7.140006762749904E-4 0.008680918255818461 +0.9286501020797008 4.658563555765085E-6 0.07134523935674358 +0.09727535003179481 8.970243423907447E-4 0.9018276256258145 +0.9969098834800567 0.0030869171837828576 3.1993361604115114E-6 +0.9998058210598995 3.51046197302574E-5 1.5907432037027525E-4 +0.028086220565903684 0.0026757963862706824 0.9692379830478257 +0.4002908122374087 6.421032418539585E-5 0.599644977438406 +0.999616874613282 3.2519081567262254E-4 5.793457104548657E-5 +0.10139445259074659 0.8986032308595878 2.3165496656299916E-6 +0.001648561005143407 0.9887637642220448 0.0095876747728118 +0.005797506216422331 1.748577159174624E-4 0.9940276360676602 +9.179645103181193E-5 0.8337041316576302 0.1662040718913379 +0.999897614495516 1.0046847252129724E-4 1.9170319626495567E-6 +9.595227163421652E-5 0.9438846426820723 0.0560194050462936 +0.9999557829154773 2.1261183496494077E-5 2.2955901026280472E-5 +0.3050274786571895 2.674810016137345E-6 0.6949698465327945 +0.2978197191250828 1.7382154990622987E-4 0.7020064593250109 +0.06773628246041963 0.0012715566219204549 0.9309921609176598 +0.8616565942550932 0.13834273929372293 6.664511837670255E-7 +0.026165131388678944 0.9738259153375585 8.953273762486942E-6 +0.05477916077657567 0.45474450588577187 0.4904763333376524 +0.22153289179568206 0.7784081591890083 5.8949015309646414E-5 +0.020989577876149242 0.9789431999131745 6.722221067634143E-5 +0.012156413838324075 1.2889535291186067E-4 0.987714690808764 +0.999842972523463 1.7262530586490516E-6 1.5530122347841573E-4 +0.9952088770865614 0.004791046625446076 7.628799251668276E-8 +0.004726855857447445 0.9948979782992989 3.751658432535854E-4 +3.663146026175208E-4 0.9958500641392762 0.003783621258106319 +0.024668340742726478 0.005716619666489065 0.9696150395907845 +0.0011640883075096156 0.9979987101799966 8.372015124937824E-4 +0.021778716584876828 1.8866504223631535E-4 0.9780326183728868 +3.4898569071815027E-4 0.9992445489666405 4.0646534264145135E-4 +0.9950476101189961 0.004948444052136279 3.945828867781513E-6 +0.0032563307952744886 0.994898210582071 0.0018454586226546027 +0.9938664177082054 0.002621369231967313 0.00351221305982732 +0.9988261301657294 0.001171605993422942 2.263840847749737E-6 +0.0032033728625311037 0.9967201433952052 7.648374226357216E-5 +0.9932323029770661 6.0561683507032486E-5 0.006707135339426887 +0.017637204790323446 2.047203131479108E-5 0.9823423231783618 +0.248862264271091 8.408840971314128E-4 0.7502968516317776 +0.9998030020370089 1.0355257903835698E-5 1.8664270508721202E-4 +0.999997214808834 1.119999428938872E-6 1.6651917371818685E-6 +0.9999681503913629 5.380833531324443E-6 2.6468775105762375E-5 +0.990288259507059 2.4987861674131678E-5 0.009686752631266674 +0.08953177061171838 3.8596023022592375E-4 0.9100822691580557 +2.1850374949935013E-4 0.6485230639105801 0.35125843233992055 +3.182206355670257E-4 0.9991078725581795 5.739068062535014E-4 +0.23929421058829364 0.7607042860754185 1.5033362877750276E-6 +0.016705462172152904 2.831657322539491E-4 0.9830113720955932 +0.9985533087010253 0.001436845922608417 9.845376366367825E-6 +0.9978840967577577 2.184007738785383E-5 0.002094063164854385 +0.035411597195026526 0.9645850192017423 3.383603231190984E-6 +0.9361459340165984 0.06384824192609011 5.824057311267453E-6 +0.02575578212325386 4.75678767854452E-5 0.9741966499999607 +0.9998744295411789 1.1955945618102602E-4 6.01100264010197E-6 +0.001516040484533065 2.0845618334256678E-4 0.9982755033321244 +0.00464159466140576 0.9945017441170473 8.566612215469625E-4 +0.9240764702204547 7.291172168316742E-6 0.07591623860737712 +0.5553355342825281 0.44262062189463597 0.0020438438228357397 +0.9893382708942031 0.010657776787180662 3.9523186161894694E-6 +0.9308688253281345 0.06913068886351889 4.858083465497117E-7 +0.9988047646759454 8.717183808782517E-4 3.235169431764545E-4 +0.9991596209704829 2.471261924774452E-4 5.932528370397104E-4 +0.096415609680108 0.8397972940227393 0.0637870962971527 +0.9994902953279002 3.9576399030290076E-4 1.1394068179687483E-4 +0.9930569512656424 0.0069417918344047876 1.2568999529685718E-6 +0.031150183249323393 2.8537828241941097E-4 0.9685644384682572 +2.1847695518444415E-4 0.923756284988007 0.07602523805680865 +0.01227577170940382 0.014494552863068704 0.9732296754275275 +0.9716930429175145 0.02828691336578201 2.0043716703475137E-5 +0.999659986221145 3.244758312429455E-4 1.5537947611996992E-5 +0.9980411999728063 0.001035071082559666 9.237289446340203E-4 +0.9882405990796899 0.011699224849828303 6.017607048188395E-5 +0.6317062698226368 0.3682936009202564 1.2925710677762767E-7 +0.9880523765928312 0.011774441939327234 1.7318146784161523E-4 +0.4328400148943716 2.0605709033270613E-5 0.5671393793965951 +0.043192502129449396 0.956804924256075 2.5736144754656406E-6 +0.9986851054541411 0.00122860021594491 8.629432991398163E-5 +0.00732695561693889 0.9925258244104985 1.472199725626542E-4 +0.16045354406265416 0.8390740361490912 4.7241978825462115E-4 +0.9999674193003452 2.9855591224780512E-5 2.725108430113716E-6 +4.419803259591611E-5 0.24217188945212872 0.7577839125152754 +0.9990229461049989 7.247723969104238E-4 2.5228149809074674E-4 +0.996324429975674 0.0031641530932639225 5.114169310619761E-4 +0.01141566117567739 9.003657839147429E-5 0.9884943022459312 +0.998045764484962 0.00178788028274779 1.6635523229032353E-4 +3.206767130426063E-4 0.07774563606079478 0.9219336872261625 +0.04240781631645134 6.560042821819699E-4 0.9569361794013667 +0.9994943733586946 5.528489404447366E-6 5.000981519008515E-4 +0.9997763465379438 1.7044843455387855E-4 5.3205027502340936E-5 +0.9997502928993813 1.7571896945333713E-4 7.398813116535023E-5 +0.029567256701672564 0.9548469233074459 0.015585819990881577 +0.9403893623228419 0.059609305743822893 1.33193333542357E-6 +0.17444271531937863 0.8226052373169992 0.002952047363622093 +0.9859074069329448 0.007770758541503378 0.006321834525551793 +0.9885322081596897 0.008544681186606553 0.0029231106537038623 +0.015637924199457864 0.9841850313750273 1.7704442551483814E-4 +0.8047030724178552 0.19529542893499455 1.4986471502536164E-6 +0.9998120006347931 1.138604674427883E-4 7.413889776409108E-5 +0.3486998867654673 0.6493375958392685 0.0019625173952641144 +0.023933391354452098 1.407574351585193E-4 0.9759258512103893 +0.027300355055218915 0.9726925573129652 7.087631815937955E-6 +0.9356227036203221 0.02994716698202504 0.03443012939765279 +0.9992362958078048 5.2187974327839235E-5 7.115162178673313E-4 +0.0031966591931057928 0.9967332374173407 7.010338955357514E-5 +0.00358610949433029 0.039194416189706024 0.9572194743159637 +0.9800002723155016 9.737485762019823E-4 0.0190259791082966 +6.263235191597757E-4 0.8135499760399036 0.18582370044093666 +0.41248250015896576 0.5875173528585844 1.4698244976612738E-7 +0.939948400504544 0.06005141736341351 1.8213204260147322E-7 +0.025783064138779645 0.08816953355607643 0.8860474023051439 +0.4523040793101678 4.8694965017190446E-4 0.5472089710396604 +0.00313231101604725 0.6592621763701042 0.3376055126138486 +0.9998713923682788 5.635091184690591E-5 7.225671987441986E-5 +0.992847640318274 9.371052960347968E-5 0.007058649152122461 +0.011971149544666342 0.9879292758910071 9.957456432654126E-5 +2.2731626292700496E-4 0.9845480662356905 0.01522461750138254 +0.983474973646434 2.9135004053322425E-4 0.016233676313032876 +0.015677017372538724 3.0326095224895786E-5 0.9842926565322364 +0.8749430206460661 0.12211236437499343 0.0029446149789406567 +0.0053378722234610956 0.3786765892276276 0.6159855385489112 +8.596809755578325E-4 0.25008687191645246 0.7490534471079897 +0.9997246759307136 2.0200321685347463E-4 7.33208524329608E-5 +1.9487508600420275E-5 0.9718010554066876 0.028179457084711958 +0.9999799825790932 4.563451389602549E-6 1.545396951715982E-5 +0.9999929108750232 5.214063365466199E-7 6.567718640288531E-6 +0.999417833765214 5.7498172255691E-4 7.1845122290518365E-6 +0.02329784902353429 0.001647308443296735 0.975054842533169 +0.16207924782835345 0.6621678928450359 0.17575285932661064 +0.002124928986401267 0.9869362492805155 0.010938821733083148 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_LR_bias_-1 b/src/test/resources/regression/dna.scale/predictions_L2R_LR_bias_-1 new file mode 100644 index 0000000..3518848 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_LR_bias_-1 @@ -0,0 +1,1186 @@ +0.9990799569116854 8.891744128487014E-4 3.086867546598271E-5 +0.04773223415740071 0.0010432792109955878 0.9512244866316036 +0.36589412404618654 0.0012046014922572831 0.6329012744615562 +0.9688058002047503 0.031046732295830784 1.47467499418866E-4 +0.9926790259264527 0.006435237946116836 8.85736127430312E-4 +0.0037057357572496284 0.9738708442049134 0.022423420037836903 +0.9862837567800906 1.34452702651672E-4 0.01358179051725781 +0.0018608222288296083 0.041556219300763565 0.9565829584704069 +0.7996705387540626 0.200071839952412 2.5762129352540925E-4 +0.05723740256521102 0.9171112632550471 0.025651334179741934 +0.28785560802063637 8.541980671024216E-6 0.7121358499986926 +0.9954935876698254 0.004432756962162634 7.36553680118992E-5 +0.9939742392365983 0.001072289163627876 0.004953471599773893 +0.999981306476456 3.922175643181209E-6 1.4771347900852037E-5 +0.016506121220353675 0.9833951354058834 9.874337376297363E-5 +0.9992385139206821 8.219134411560975E-6 7.5326694490634E-4 +0.04989713803209263 0.7890463417072686 0.1610565202606386 +0.999136965862215 5.262125664451459E-4 3.3682157133988237E-4 +0.9168556166474024 0.06085931548501225 0.02228506786758524 +0.006567100301013414 0.03826531043151179 0.9551675892674748 +0.04407900483375047 0.002662507052874212 0.9532584881133753 +0.9997115352117326 2.4992286406551594E-4 3.854192420178561E-5 +0.10491826038775012 0.26351645842019794 0.6315652811920519 +2.0729763739415667E-4 0.34162787212695644 0.6581648302356494 +0.9984632695232087 1.0360170003459926E-4 0.0014331287767565348 +0.9988127555044473 2.016465527758671E-4 9.855979427767698E-4 +0.9767658104619107 0.02177155576686872 0.0014626337712205714 +0.010147287758170375 0.00179172998972261 0.988060982252107 +0.9612485527321346 1.0409093594449011E-4 0.03864735633192091 +0.9987172997847713 0.0012641138437506532 1.8586371478222587E-5 +0.992434998406154 6.742424186369454E-4 0.006890759175208938 +0.002365602401890145 0.7065602143504337 0.2910741832476761 +0.80094741452386 0.0025706015599331025 0.19648198391620683 +0.002815852744293218 3.1911312074094496E-4 0.9968650341349659 +0.005994206305312209 0.9891298227877066 0.0048759709069813 +0.968220422520068 2.6227305565604193E-5 0.03175335017436644 +0.8843974689737585 1.4530007731130338E-5 0.11558800101851033 +0.7788434086647275 0.2195746932049365 0.001581898130335962 +0.9859054984893354 2.9615453187248976E-4 0.013798346978792023 +0.9986912944893999 0.0011459005924741902 1.628049181260403E-4 +0.40678666116176354 0.593209392938676 3.945899560459813E-6 +0.953227857580333 0.04533061293929852 0.001441529480368535 +0.09969437383761898 0.002634745003563526 0.8976708811588174 +0.00493472112910135 0.9944922857701709 5.729931007278222E-4 +0.011350316938775883 0.9672987647442381 0.02135091831698598 +0.0066637175760937885 0.1469849779510631 0.8463513044728432 +0.0871037314822311 0.9128499219566375 4.6346561131414595E-5 +5.158268414684589E-4 0.1599135315943522 0.8395706415641793 +0.9556827332153808 0.04405996322694599 2.573035576732156E-4 +1.6023722506878488E-4 0.004983128912375729 0.9948566338625555 +1.2673870363179423E-4 0.9570423539334879 0.04283090736288016 +0.2925711541000322 0.707427481539964 1.3643600038551866E-6 +0.6779633626277409 1.7316795991679018E-4 0.3218634694123423 +0.9733469976271444 0.02646628562359638 1.8671674925914585E-4 +0.013398590788807795 0.9535369139803618 0.03306449523083031 +0.055784160801588524 0.9427375132108794 0.0014783259875321972 +0.996402070316268 1.893042461293108E-4 0.003408625437602656 +0.9945713888738121 0.001265965244208764 0.00416264588197901 +0.9986322989866903 1.5186642064000236E-4 0.0012158345926696977 +0.23653764398484725 3.354593711667595E-4 0.7631268966439859 +0.2015795797532193 0.7966467635569014 0.001773656689879223 +0.9986138112841626 3.843368410951739E-4 0.001001851874742027 +0.9874163886560908 0.00732172486560038 0.005261886478308702 +0.5308855881352146 0.003068159446847001 0.4660462524179384 +0.0025331154983653206 0.06361471458560353 0.9338521699160311 +0.9898040196854906 8.430868687236762E-5 0.0101116716276372 +0.8852010802490885 0.11446779964883282 3.3112010207871664E-4 +0.9151398628694133 0.06736195095413237 0.017498186176454492 +0.0010190977115158031 0.9921475322092933 0.006833370079190857 +0.2629937262632561 0.7355546876402482 0.0014515860964956137 +0.9986033636034832 8.851029087671513E-4 5.11533487749693E-4 +0.9882419460647811 0.011576278987860004 1.817749473590389E-4 +0.9794359418451145 0.0018034718851253945 0.01876058626976021 +0.8838582317171463 0.0013546187165801187 0.11478714956627356 +0.9994817490216356 3.1737876710077546E-5 4.865131016542259E-4 +8.801650351544148E-4 0.9582584168099222 0.040861418154923314 +0.8772504188832831 0.12097987141927496 0.001769709697441866 +0.06295335695167571 0.00814979484651421 0.9288968482018101 +0.004979672105236366 0.933941101293902 0.06107922660086168 +0.123189250815385 0.8767958788152298 1.4870369385377195E-5 +0.09770720754319484 0.06999653523653268 0.8322962572202725 +0.9966479952347491 9.109030498820275E-4 0.0024411017153688572 +0.9911686579690182 0.005506083575964338 0.003325258455017516 +1.4675359436424023E-4 0.03430890876137178 0.9655443376442638 +0.9840590767762621 9.767697869558706E-5 0.015843246245042217 +0.9984851604776235 5.999767424624447E-4 9.148627799140904E-4 +1.5469994642669743E-4 0.8484444739149505 0.15140082613862274 +0.013320860235237392 0.06801448395320993 0.9186646558115528 +0.9860542116856703 0.012557431941457595 0.0013883563728719738 +0.19923256508012502 0.7775564186805795 0.0232110162392955 +0.00877442713042866 7.532324722168563E-4 0.9904723403973544 +0.4696069057065099 1.6296593484091483E-4 0.5302301283586491 +0.4382617284409791 0.5576481183023224 0.004090153256698357 +0.9638535238167668 0.03557422936936844 5.722468138648414E-4 +0.9907345710313221 0.009241839653786546 2.358931489142955E-5 +0.13651647857585786 0.8633107378403914 1.7278358375069934E-4 +0.7809935767318762 0.002028955354305458 0.2169774679138184 +0.999617655720439 3.635553030671152E-4 1.8788976494031055E-5 +0.225311742098484 6.131664265203339E-4 0.7740750914749958 +0.0012149356283424522 0.7969715456746287 0.20181351869702896 +0.9993675855267533 5.995068307426123E-4 3.2907642503859966E-5 +0.22008510406460408 9.01284563210004E-5 0.779824767479075 +0.9074414476325298 8.159440012421056E-4 0.09174260836622816 +0.8495979644947934 9.992130603929798E-4 0.14940282244481362 +0.06582617586529634 0.9341390365300075 3.47876046962803E-5 +0.29001282204033935 0.7099602424010212 2.6935558639505527E-5 +0.0195248806479157 0.9678400206177492 0.012635098734335088 +0.008392151839112393 0.010168249769920165 0.9814395983909675 +0.9982763043104848 0.0012067826267197121 5.169130627955616E-4 +0.06456263146881336 0.014560115256482506 0.9208772532747042 +0.5341860254557905 6.472396016042937E-4 0.4651667349426052 +0.0018820143152109311 0.9978909485940032 2.2703709078591075E-4 +0.9989019507292014 2.6946900960689936E-4 8.285802611917445E-4 +0.9541418361545554 3.4343802903883015E-4 0.045514725816405865 +0.11238444771282256 0.8787539092483256 0.008861643038851928 +0.6083588362404128 3.751019487498278E-4 0.3912660618108375 +0.8955331230586654 0.01104581906323365 0.09342105787810105 +8.436744210310417E-4 0.3011023352861069 0.6980539902928621 +0.9145072935054197 3.2086632778846835E-4 0.08517184016679182 +0.8984680929283371 0.09831216161666041 0.003219745455002494 +5.600476683596485E-4 0.6983386071880822 0.30110134514355813 +0.030123753277370605 0.00444738127503468 0.9654288654475948 +8.966129464771686E-4 0.9981290527057075 9.743343478153359E-4 +0.06230890138486419 1.693168126874824E-4 0.9375217818024483 +4.522450403895555E-5 0.6619365407851601 0.338018234710801 +0.0049794980945445586 0.049984622892421525 0.945035879013034 +0.40309155298310206 9.138916023622374E-4 0.5959945554145356 +5.597780158606134E-4 0.2807611776641019 0.7186790443200374 +0.027120978951992204 0.015118178892318021 0.9577608421556898 +0.0020888269493958733 0.9975295555116295 3.8161753897455623E-4 +0.5427119456901606 2.3354444787811783E-5 0.4572646998650516 +0.998333606437962 6.549414306713101E-4 0.0010114521313667147 +0.45760104084206166 0.015251486823067009 0.5271474723348712 +0.03919191915646707 0.002902163797706358 0.9579059170458266 +0.18489369994394803 0.8147625249172318 3.4377513882008807E-4 +0.024866279649659883 0.004788568441839421 0.9703451519085007 +0.9978712130594101 4.413028227555981E-4 0.0016874841178343676 +0.9150119064910301 0.003335204424874455 0.08165288908409546 +0.9620973723282478 0.03788701512696987 1.5612544782463182E-5 +0.9854534539746331 0.0011608683341209046 0.0133856776912459 +0.0045106679914682256 0.09511334022791865 0.9003759917806131 +0.5774177274395217 0.035739899001927755 0.3868423735585506 +0.0016675663220920515 0.013551530971726256 0.9847809027061818 +0.9878036870825551 5.0532670941705965E-6 0.01219125965035084 +0.05067117979961198 0.9488201886100179 5.086315903699898E-4 +0.0036856725756525192 0.9881608817778017 0.008153445646545849 +3.1695907867647946E-4 0.9492910637465073 0.0503919771748163 +0.9994269175639056 5.649933698426594E-5 5.165830991102364E-4 +0.24466437112345668 0.7549029336001045 4.326952764388446E-4 +0.17314782739277787 0.6184876056291803 0.20836456697804187 +0.9995499266206126 3.2720173509252233E-4 1.2287164429494515E-4 +0.014871729092021647 0.9792882530487431 0.005840017859235238 +0.9991590582687702 6.677367619561966E-4 1.732049692736684E-4 +0.39478935893491146 0.40334788434256524 0.20186275672252332 +0.04937138001546224 0.9437691390327024 0.006859480951835285 +0.9805079601333154 7.858428167446624E-5 0.01941345558501017 +0.008472893764378332 0.11277126651189381 0.878755839723728 +0.18991816273071221 0.8094883060609176 5.935312083702202E-4 +0.7892639253399174 0.2089553517284155 0.0017807229316671796 +0.24855544776087984 1.8493972052568332E-4 0.7512596125185945 +0.23388298456789117 0.7660910519743012 2.596345780781206E-5 +0.014036015853119236 0.020311497463820095 0.9656524866830607 +0.9665944616610808 2.8194902446590754E-5 0.0333773434364725 +0.9700431984227557 0.029849057746059976 1.0774383118414979E-4 +0.001685191563708418 0.10429617908594256 0.894018629350349 +0.9992818446390663 1.582838279700213E-4 5.598715329636285E-4 +0.8501324135744901 0.14984687980787048 2.0706617639357015E-5 +0.062191674311720194 0.003839401917660365 0.9339689237706195 +0.999092576620126 4.748952488222648E-5 8.599338549918688E-4 +0.9917240575531134 9.551842206323087E-5 0.00818042402482326 +0.8790035931552463 1.8602987731059292E-4 0.12081037696744308 +0.294816823990055 0.24847590901303301 0.456707266996912 +0.004101310413499979 0.0394369117910804 0.9564617777954195 +0.9853115023908865 3.618295603432644E-4 0.014326668048770272 +0.9974283565685668 0.002125497369401061 4.461460620321066E-4 +0.013640027127156132 0.9859913839385492 3.685889342946612E-4 +0.7553106572992309 0.009541943969291096 0.2351473987314781 +0.982576042029762 1.725547749985148E-4 0.017251403195239358 +0.9966813672234985 0.0028147832141900394 5.038495623114486E-4 +0.7271456582047959 0.005772685075006554 0.2670816567201976 +0.033015099784435044 0.03831936911778106 0.9286655310977838 +0.2209014635607043 0.7790961696323658 2.3668069299013947E-6 +0.012621314918312603 0.9263725350085228 0.06100615007316464 +0.9534046423845018 5.260773412567662E-4 0.04606928027424136 +0.9856981795059089 0.011117735637862385 0.0031840848562287643 +0.5865462248222816 0.40613159585566677 0.007322179322051722 +0.9001787528775168 8.356467373807274E-4 0.09898560038510248 +0.022155296349383558 0.9401752460805919 0.03766945757002445 +0.026890706645413365 0.029502631508199734 0.943606661846387 +0.32219710437581434 0.6777957216831172 7.173941068396225E-6 +0.5398982278183 0.05773226258537043 0.4023695095963297 +0.18649243986176825 0.7665210103509298 0.04698654978730197 +0.989529274532972 0.010359792596481461 1.1093287054651484E-4 +7.409428574160845E-4 0.8064543563645497 0.19280470077803424 +0.016361881541612742 0.9357361423710086 0.04790197608737883 +0.9956246304113766 0.004151187273351541 2.2418231527180152E-4 +0.4007199453988462 9.560617441112104E-5 0.5991844484267428 +0.005346692208521178 0.9908390354220309 0.0038142723694478955 +0.9998778079306756 6.84378888568154E-5 5.375418046749922E-5 +0.9994559934632526 2.4532062361128917E-4 2.9868591313602787E-4 +0.9961699311009423 0.0031513583864784447 6.787105125792946E-4 +0.9796442966148883 0.004702618209749652 0.01565308517536203 +0.20697133247100338 0.4364572417759454 0.35657142575305123 +0.004281759451850009 0.9809301826788119 0.014788057869338038 +0.008167996156882896 0.9869918143986057 0.004840189444511297 +0.27408993570261353 0.68039653652092 0.04551352777646647 +0.14119827661654577 0.02446456093961106 0.8343371624438431 +0.9886834549821865 0.011255883354180965 6.0661663632569E-5 +0.1128534864343097 0.8860252363887677 0.001121277176922436 +0.9962439219126624 3.224615792799462E-4 0.003433616508057796 +0.9974827081043565 0.001325053841033275 0.001192238054610253 +0.009809553940674828 0.05218858010450868 0.9380018659548165 +0.00453695884164614 0.9684659441038278 0.02699709705452608 +0.8153897380253026 0.10460666965728627 0.08000359231741107 +0.9802328666528204 0.019519440483756638 2.4769286342282227E-4 +0.9985862759844031 0.001266925027228895 1.4679898836812325E-4 +0.7062846342127936 0.29371456202365187 8.037635545263144E-7 +0.006232078826133459 0.9563053737049638 0.03746254746890268 +0.010121052246203044 0.016967646103551365 0.9729113016502455 +0.8749257337715455 0.01853014453460188 0.10654412169385262 +0.988509278238666 6.198660082363067E-4 0.010870855753097864 +0.9969719716359305 0.0027431531493100547 2.8487521475955527E-4 +0.0022480318487655667 0.39839152721075305 0.5993604409404814 +0.9986028332438065 1.1054742160928902E-4 0.0012866193345842315 +0.9997919052607612 1.0911231318520074E-4 9.898242605352228E-5 +0.9991726430561849 1.8702429964276664E-4 6.40332644172244E-4 +0.03548023443807407 0.9643095950283797 2.1017053354633879E-4 +0.47676723800957277 0.5222679989751335 9.647630152937256E-4 +0.9923505728823627 0.0018382686868984475 0.0058111584307388225 +0.9987393408099879 0.0012355661259484843 2.5093064063605663E-5 +0.03425080105137447 0.9506819096465623 0.015067289302063178 +0.9948343886288944 4.206175181485704E-4 0.004744993852957145 +0.9047846579068733 0.09482628477858673 3.8905731453994373E-4 +0.9128834992041345 2.2209601552426182E-5 0.08709429119431299 +0.9637820263276746 0.03606981470199521 1.4815897033021382E-4 +0.004803812746106213 0.9755195618995258 0.019676625354368007 +0.0868737372535422 0.9049653500955804 0.008160912650877424 +0.045703680066847205 0.002358078600899379 0.9519382413322534 +0.0015299332658932686 0.8952969241390051 0.10317314259510153 +0.022368652488801335 0.976417196377651 0.0012141511335476286 +0.993901251670413 0.0059335070076225885 1.6524132196451681E-4 +0.8721359984622992 0.12637815213512585 0.0014858494025750426 +0.10960436926405866 0.0027966012552128037 0.8875990294807286 +9.94189778485887E-5 0.00694656334827775 0.9929540176738736 +0.039314155366989643 0.004590966671360846 0.9560948779616495 +0.009357281104252413 0.8145380910915944 0.17610462780415326 +0.9995259602718227 5.575455939487871E-5 4.1828516878223646E-4 +0.9982081660867392 2.0574498385496423E-5 0.0017712594148752492 +0.7488432311524851 0.0033595334727959886 0.24779723537471887 +0.0580182735399681 0.003930843512253184 0.9380508829477786 +0.93691943272014 0.0018596229679998751 0.061220944311860134 +0.95184879087422 3.963674061623192E-4 0.04775484171961757 +0.6583814215962265 0.3035220179599636 0.038096560443810046 +0.11533249526714488 0.008188658578879604 0.8764788461539755 +0.004701394903606193 0.991659820441947 0.003638784654446757 +0.9997109115306444 2.759141579187996E-4 1.3174311436878036E-5 +0.0016496636213655692 0.18807837422890455 0.8102719621497299 +0.005542734289803526 0.055291619806961165 0.9391656459032354 +0.9780153277549904 0.021715074138476353 2.6959810653312045E-4 +9.293093675522005E-4 0.09298742732679292 0.9060832633056548 +0.9972928687476911 0.0026925962802678447 1.4534972041141743E-5 +0.3848887240374105 0.6150788379940099 3.243796857960499E-5 +7.525971165193769E-4 0.9884599607668054 0.010787442116675278 +0.9984145538422134 4.25792457576273E-6 0.0015811882332108145 +0.0025977896645886633 0.043118178157016275 0.9542840321783951 +0.003274348643090401 0.9917187143027562 0.00500693705415353 +8.2427336507161E-4 0.7568545345844868 0.24232119205044164 +0.10487115048796086 0.89512250834787 6.341164169179382E-6 +0.3504348850358877 0.6495367318637829 2.838310032932033E-5 +0.9896772546322322 0.0100394912211308 2.832541466369789E-4 +0.05084039148791815 0.9402148266872982 0.008944781824783714 +0.9335979323385364 0.066352845179213 4.922248225058656E-5 +0.9985797932121749 9.951287198933254E-4 4.250780679317317E-4 +0.9946295145940883 1.3892132178083122E-4 0.005231564084130786 +0.39393826740413357 0.604799772108945 0.0012619604869214612 +0.00814195285628677 0.015179175363859236 0.976678871779854 +0.9996659486194452 5.0350935491353515E-5 2.8370044506338454E-4 +0.9956194145987688 6.834979175384195E-4 0.003697087483692767 +0.014397866116577196 0.1354442051614781 0.8501579287219447 +0.045963887782844694 0.09987413041373468 0.8541619818034206 +0.9902339055760842 0.009752274074939012 1.3820348976754637E-5 +0.0034578120553297865 0.966284816864501 0.030257371080169366 +1.2669681477440477E-4 0.5090472713743057 0.4908260318109198 +0.12561926972831408 0.003054662298466749 0.8713260679732192 +0.0654587280890101 0.008336494223109734 0.9262047776878801 +0.9497072009121756 0.00663431078093494 0.043658488306889454 +0.988104243503817 0.0012687294366815263 0.010627027059501531 +0.0012353980414110878 0.9495679004342302 0.049196701524358635 +0.9891462254445195 0.009608384712675815 0.001245389842804735 +0.9319373826064169 1.2749929831369107E-4 0.06793511809526952 +0.001497212931931065 0.9951424032962182 0.00336038377185072 +0.9804749726440669 2.5260305713147846E-5 0.019499767050220038 +0.9997519561171856 9.044422694669674E-5 1.575996558677075E-4 +0.009949329834194758 0.0010274429356461482 0.9890232272301591 +0.9994359588452639 3.8006562648156374E-4 1.8397552825438824E-4 +0.983486838549233 0.011285716252452135 0.0052274451983148704 +0.3360724617916323 0.6638508207869728 7.671742139488225E-5 +0.9989486568551308 1.2675382074266628E-4 9.245893241265076E-4 +0.9953731182106117 1.5572439804450156E-4 0.0044711573913437785 +0.9889725645518381 0.003268168606118663 0.007759266842043097 +0.11297350016449609 0.0288752085767558 0.8581512912587482 +0.9978061999170968 0.0019472410302386165 2.465590526644182E-4 +0.9814191138963531 0.01851322444876788 6.766165487906036E-5 +0.8578446556968059 0.14212381788455014 3.1526418643949805E-5 +0.07412499606504444 1.1742385565220469E-4 0.9257575800793033 +0.0010091786754940983 0.8926046474154822 0.10638617390902365 +0.4773818753105444 0.06453660027005902 0.4580815244193966 +0.996160738514913 0.0037354191816427575 1.038423034442994E-4 +0.0975669816854294 4.144415464705506E-4 0.9020185767681 +0.0028598080199766047 0.017274299139006542 0.9798658928410168 +0.9979219447711205 0.0013598790626249706 7.181761662546347E-4 +0.006463648988322661 0.2884398139351687 0.7050965370765087 +0.8946745961030929 0.015212310349254394 0.09011309354765283 +0.9004453336853817 9.564993538666136E-4 0.09859816696075162 +0.3188157511553083 0.6808942681313243 2.899807133675771E-4 +0.49386086856769973 0.028179990674484748 0.47795914075781554 +0.9996065922346513 3.2311543149626224E-4 7.029233385228837E-5 +0.19128695714599755 0.8087110657917617 1.9770622407881425E-6 +0.033015099784435044 0.03831936911778106 0.9286655310977838 +0.2449446152690952 0.0474536438096243 0.7076017409212806 +0.03967127240200561 0.005417153612636846 0.9549115739853575 +0.18991816273071221 0.8094883060609176 5.935312083702202E-4 +0.12079375539486108 2.3774645284205945E-4 0.8789684981522969 +0.9956056949534362 0.0018370245992701466 0.0025572804472936226 +0.005651918470014674 0.9265065761625053 0.06784150536747997 +0.8821780619388904 0.11775172180253701 7.021625857265379E-5 +0.08173358564327661 3.197099043090439E-4 0.9179467044524144 +0.0020756362512040494 0.9909562057285689 0.006968158020226986 +0.9902709943263837 0.0040637269571545676 0.005665278716461619 +0.007892321331381789 0.7995899795624709 0.19251769910614727 +0.0038270888949124638 0.6587954262796314 0.33737748482545626 +0.29698354791418974 0.7030069215935966 9.530492213786446E-6 +8.745911515058007E-4 0.38752357907150053 0.6116018297769936 +0.028963624191069123 9.507434087252322E-4 0.9700856324002056 +0.18530077668582334 5.039098911068736E-4 0.8141953134230698 +0.9859906996987309 0.013510511468215377 4.987888330537238E-4 +0.9460266045928423 0.053622799721511454 3.50595685646259E-4 +0.5174075425778991 0.4825921769270364 2.8049506457573226E-7 +0.9986061435551221 0.0013026780894438723 9.117835543409497E-5 +0.24855544776087984 1.8493972052568332E-4 0.7512596125185945 +0.9242451047446398 0.013147370786418493 0.06260752446894181 +0.016361881541612742 0.9357361423710086 0.04790197608737883 +0.9972863435398921 0.0013889116220333136 0.0013247448380745792 +0.9281446437472395 0.03410070297342899 0.037754653279331515 +0.66025056426855 0.27918736911926706 0.06056206661218305 +0.014199726771756332 0.9670623740897412 0.018737899138502555 +0.5899070072291858 0.39400542448669795 0.016087568284116237 +0.10241343702840262 0.00155234205932133 0.896034220912276 +0.748104223981847 5.536646536105982E-4 0.2513421113645423 +0.9528248038189271 0.0440319322970871 0.0031432638839858037 +0.010629957215470052 0.0026464143039226133 0.9867236284806074 +0.9793686756540501 1.17679474514756E-4 0.020513644871435113 +0.9963852145380153 7.315717382985709E-4 0.002883213723686076 +6.539420843934872E-4 0.9911184710790556 0.008227586836550886 +0.3717216313817617 0.6282121962397945 6.617237844396295E-5 +0.23000555790911945 0.7699895409086086 4.901182271864374E-6 +0.14138753471241813 0.858525645943162 8.681934441964092E-5 +2.2900343677139233E-4 0.5210827086856574 0.4786882878775712 +0.2574050727158416 0.06041572534506867 0.6821792019390898 +0.9456815815000051 0.054316147195018274 2.2713049765754086E-6 +4.290798528076689E-4 0.9837005129076714 0.015870407239521052 +0.9992012922146706 7.619717392324864E-4 3.673604609689594E-5 +0.0014643645808741146 0.9718068972892713 0.026728738129854417 +0.02194880409564259 0.9249679399153377 0.053083255989019765 +0.9834251518026723 0.011527838720349478 0.005047009476978296 +0.013687808922741893 0.03676022257652783 0.9495519685007302 +0.9988584465009225 2.0709260574208144E-5 0.0011208442385033511 +0.9561347796281241 0.002001587132840171 0.04186363323903566 +0.015067068244159444 0.01426634516196588 0.9706665865938746 +0.02085632647943441 0.6434646245373741 0.3356790489831915 +0.0036856725756525192 0.9881608817778017 0.008153445646545849 +0.9770845979826122 8.391571766814323E-6 0.02290701044562096 +0.9973097876159512 2.0694852866412684E-5 0.002669517531182251 +0.9277328934054491 0.0722660605220282 1.0460725228071632E-6 +0.9972556956938254 1.7255926094756762E-4 0.0025717450452269566 +0.988741477168494 0.002691911758228995 0.008566611073277065 +0.8069737306823496 2.2804852025046297E-4 0.19279822079740006 +0.22099486457207704 0.7789296328512848 7.550257663824076E-5 +0.001310380640990798 0.9352301427868265 0.06345947657218264 +0.9999155763741925 5.335617699261714E-5 3.106744881491627E-5 +0.9483356544546951 0.05166196100181853 2.3845434862240726E-6 +0.9436580634284996 9.797389701610638E-5 0.05624396267448436 +0.004427265676232722 0.9589976378054738 0.036575096518293534 +0.9829102512747937 1.085195523240785E-4 0.016981229172882275 +0.9967283754129411 3.978637421957443E-4 0.0028737608448631056 +0.9985918359608824 4.3505219394383995E-4 9.731118451737443E-4 +2.1663973142165376E-4 0.34446128303568574 0.6553220772328926 +0.987860985451363 0.012131132200327419 7.882348309636902E-6 +0.6985895717322518 0.006723523827809529 0.29468690443993867 +0.9347381644615099 0.06518724164508392 7.459389340624709E-5 +0.011827421130793594 0.9415297435512944 0.04664283531791201 +0.01646085313284717 2.2819658787812734E-4 0.9833109502792747 +0.08269226862220301 0.10142425186090964 0.8158834795168873 +0.9924481735910888 0.003810836634933749 0.003740989773977375 +0.08968897355239776 6.761703623964787E-4 0.9096348560852059 +0.9907574854158123 0.009239648039888327 2.8665442994429507E-6 +0.7638080870403056 0.22914012853185253 0.007051784427841839 +0.6310888835407852 3.0620198178316614E-5 0.36888049626103653 +0.9977010774045951 3.679270233236464E-5 0.002262129893072506 +0.055633796722736925 0.011274763358677884 0.9330914399185852 +0.7902099086299907 0.025973185137198363 0.18381690623281097 +0.990552782136063 0.009427450889688431 1.9766974248639252E-5 +0.9230214269058942 7.133514807130197E-4 0.07626522161339266 +0.8079962236836908 0.06826987847134287 0.12373389784496641 +0.11483645159079932 0.0019967672894439276 0.8831667811197568 +0.01864994915839959 0.9810641302875621 2.859205540383544E-4 +0.9980465273827379 0.0013284346707192378 6.250379465427323E-4 +0.9965147533786639 2.2519647047639684E-4 0.003260050150859671 +0.008200843499978528 0.03990428553647351 0.951894870963548 +0.024159900690646125 0.07497680942609855 0.9008632898832553 +0.9958487219219634 0.0016052387896432602 0.0025460392883933634 +0.03323659594820627 0.9045827496258534 0.062180654425940375 +0.8879892968111985 0.01219477753476725 0.09981592565403417 +0.09830845878775574 0.004680290789481489 0.8970112504227626 +0.682172463427914 0.31781960299306095 7.933579025060277E-6 +0.0012303473909166093 0.07381228889727276 0.9249573637118106 +0.989506943173931 2.835755302817765E-5 0.010464699273041033 +0.9863618017152361 0.009585807155082268 0.004052391129681699 +0.02019286920005567 0.976969664374484 0.0028374664254603625 +0.8760017731062711 0.05716715890508299 0.06683106798864577 +0.9448770173523413 5.488785703588526E-4 0.05457410407729975 +0.9668963182240475 0.0097474468352607 0.0233562349406918 +0.00372074164379922 0.023123680020698846 0.9731555783355019 +0.06119265582960587 0.9358531531215043 0.0029541910488899772 +0.002312501218441606 0.28114730272376465 0.7165401960577938 +0.994408795839612 0.0055907143786086575 4.89781779417412E-7 +5.68999797307696E-4 0.9803622407772161 0.019068759425476253 +0.13270944312894198 0.8604169926356711 0.006873564235386991 +0.034123065222742846 0.965723624662528 1.5331011472918056E-4 +0.9836845436829023 0.016195887693039923 1.1956862405773183E-4 +6.950816436744966E-4 0.19886399200794105 0.8004409263483844 +0.9998193846189757 1.627238536350195E-4 1.789152738914225E-5 +0.006592274876275072 0.04831769563057127 0.9450900294931536 +0.004005742365727886 0.8887976543425581 0.10719660329171397 +0.0017428944538845216 0.9713791633254145 0.026877942220700817 +0.6749362770873777 0.002617166457169296 0.322446556455453 +0.01387539389557014 0.9847896625926174 0.0013349435118124998 +0.9901104277765704 0.002393269680160653 0.007496302543268888 +0.013130548048493345 0.9867012382248478 1.682137266587315E-4 +0.012735143034053435 0.8879951054388285 0.0992697515271179 +0.9832967218706536 0.015452956731270479 0.0012503213980758741 +0.0031206666309957862 0.994315009806851 0.0025643235621532067 +0.9998977901292871 6.133509323502968E-5 4.087477747783439E-5 +0.032988293427364916 0.9659514608413516 0.001060245731283502 +1.6584040186524542E-4 0.9751616416757017 0.024672517922432902 +0.9999567618507484 1.386353681490203E-5 2.937461243665899E-5 +0.9962353408103973 0.0015433258819097153 0.002221333307693031 +0.031750473529041916 0.9678425320410255 4.0699442993259797E-4 +0.996914197565328 0.00223258109594023 8.532213387318084E-4 +0.041511030022900006 0.04087946172059523 0.9176095082565049 +0.2963173124648508 1.2646129931350876E-4 0.7035562262358357 +0.03671275287400196 6.418977765510591E-4 0.9626453493494469 +6.848936965777799E-4 0.9854950834549908 0.013820022848431398 +0.9914775896650899 0.007681051193922489 8.413591409874991E-4 +0.9920340381571259 0.006281490644861866 0.0016844711980121743 +0.48667776412126695 9.782662467706216E-5 0.513224409254056 +0.99534853130658 0.004599728967944125 5.173972547596244E-5 +0.9612698692725261 9.726235954823305E-4 0.03775750713199139 +0.9983262079099977 8.855177035657257E-4 7.882743864364953E-4 +0.9911319929296483 8.447968697586232E-5 0.008783527383375865 +0.0027829284082228367 0.05940584090616542 0.9378112306856118 +0.9978045191163107 0.0020671491629624013 1.2833172072697284E-4 +0.9894144583817398 0.009851112518653792 7.344290996063977E-4 +0.659224210378626 1.3345825359880767E-5 0.3407624437960142 +0.016303258782253374 0.015989994051326742 0.9677067471664198 +0.9907960367038611 0.008821847180471255 3.8211611566770333E-4 +8.895599976697608E-4 0.9766252155080808 0.022485224494249303 +0.0034578120553297865 0.966284816864501 0.030257371080169366 +0.07412499606504444 1.1742385565220469E-4 0.9257575800793033 +0.8029246254167982 0.1966784629194211 3.969116637807417E-4 +8.084283634704244E-4 0.9989223271599332 2.6924447659629875E-4 +0.0015067365118060741 0.9275786752786985 0.07091458820949534 +0.006441709237436548 0.7867930426907992 0.2067652480717642 +1.480466189999942E-4 0.18047609258716385 0.8193758607938362 +0.9870898215018274 0.004535776145790477 0.008374402352381963 +0.7442986529041438 6.767433932614249E-4 0.25502460370259483 +0.9906708794275415 0.0092323417443189 9.677882813962152E-5 +0.06403641907814893 0.9334398501368909 0.0025237307849601993 +0.9592878346107546 0.040680098597297744 3.2066791947612124E-5 +0.08980343733193541 0.6528969417141174 0.2572996209539472 +0.994997738360176 6.63929528235981E-4 0.004338332111587936 +0.03356121140474198 0.0010003438161328092 0.9654384447791253 +0.8459977359828372 0.033192582866226734 0.12080968115093611 +0.9366112660985475 0.009129522257282932 0.054259211644169365 +0.9979917663036516 0.0015927810544146084 4.1545264193368586E-4 +0.0068590134796499775 0.9811646427506061 0.011976343769743927 +7.273672039540637E-4 0.9501708810876739 0.04910175170837203 +0.1115665578852992 0.8879172547427747 5.161873719261123E-4 +0.9989454114635942 9.6171284866709E-5 9.58417251539096E-4 +0.9994068498360097 5.588241951143129E-4 3.4325968875881726E-5 +0.9970553875486177 0.002919014721047845 2.5597730334600758E-5 +0.06777964328624889 0.0010042470921134807 0.9312161096216377 +0.013727168262609673 0.005818301572165926 0.9804545301652244 +0.08342714508384148 0.0016949866005846633 0.9148778683155739 +0.4466415400117591 0.5459871958170699 0.007371264171171074 +0.0173441736733423 0.019183427152603277 0.9634723991740544 +0.011902961562112901 0.08128877826834895 0.9068082601695381 +0.019841257311964487 0.974034231048945 0.006124511639090464 +0.002491042134089178 0.0175177017074835 0.9799912561584274 +0.97920499420135 0.011566183884653488 0.009228821913996594 +0.9937853863595745 3.119793923487616E-4 0.005902634248076795 +0.9280100869684648 8.276477074856314E-4 0.0711622653240496 +0.09673171670408408 0.0010044648089989473 0.9022638184869171 +0.8824033343708546 0.1140672777735968 0.0035293878555485423 +0.9732311997233948 1.1346523918054424E-5 0.026757453752687232 +0.4583394521311904 0.0012227641083584284 0.5404377837604512 +0.8731294794112795 0.12555806051798687 0.0013124600707336935 +0.9927408460147252 2.0202400639487107E-4 0.007057129978879867 +0.8227074672889019 0.17729179999271907 7.327183790108047E-7 +0.9990900258444495 4.5010449439376947E-4 4.5986966115675896E-4 +0.9975821198985229 8.040493410182884E-4 0.0016138307604587493 +0.051634905528045456 0.9483097462533476 5.534821860698207E-5 +0.9987560164157157 1.2839161740403114E-4 0.0011155919668802514 +0.0010825006096692636 0.9859118247997889 0.013005674590541798 +0.9961322168280974 4.0427493532144214E-4 0.003463508236581182 +0.9920398213226669 0.007410399622619421 5.497790547137567E-4 +0.8643744731039145 0.020494139331994256 0.11513138756409129 +0.9838030526818099 0.016070701492971545 1.2624582521848416E-4 +0.0026020325141027415 0.10657227275620758 0.8908256947296898 +0.9997325248559744 2.6621764143318284E-4 1.257502592309881E-6 +0.003990215444972158 0.8011252058949209 0.1948845786601069 +0.0027099939340817633 0.023375784366077408 0.9739142216998409 +0.021573773403414175 0.9676488127983223 0.010777413798263568 +0.9996138851469952 3.7437783929725356E-4 1.1737013707650693E-5 +0.002044030494996659 0.9952868404913485 0.0026691290136548716 +0.9969875298610691 7.389206896568723E-4 0.0022735494492741805 +0.1100795102715128 0.006088044483178518 0.8838324452453087 +0.9965183153841876 0.0020283390027098246 0.0014533456131026437 +0.0073600442035448525 0.011819271873405484 0.9808206839230497 +0.9745785276478157 0.024904797172287878 5.166751798965566E-4 +0.9978626595189073 2.4112855427287953E-4 0.0018962119268199243 +0.00579437206352388 0.9901696623373821 0.004035965599093939 +0.9868363267322663 0.001859670188578387 0.0113040030791553 +0.9955471404380667 1.5707890059100688E-4 0.004295780661342219 +0.03180646759108228 1.1379412614558218E-4 0.9680797382827722 +0.14121289812139243 0.858751213187998 3.5888690609571035E-5 +0.29431365151154126 0.005388379054720015 0.7002979694337388 +0.45686742687857174 1.0100526057590038E-5 0.5431224725953707 +0.8970197906934714 0.10281043587402597 1.697734325026793E-4 +1.4916064249568964E-4 0.8365329094573911 0.1633179299001132 +0.9947610846967141 0.004971539934249932 2.6737536903590186E-4 +7.043119245430002E-4 0.9693874464905923 0.02990824158486472 +0.7680347517737702 2.1589277070042115E-4 0.2317493554555294 +0.42519919542507395 9.400180833437568E-5 0.5747068027665917 +0.998667006315033 1.688792792962502E-4 0.0011641144056707777 +0.041511030022900006 0.04087946172059523 0.9176095082565049 +0.06484234119822344 0.9043389301107904 0.030818728690986157 +0.9973966469314999 0.0023880245273250776 2.1532854117506842E-4 +0.966979541968353 0.03276330550131185 2.571525303351515E-4 +0.0052143408463644 0.3073329394128784 0.6874527197407571 +0.993802229917947 0.005220449546238491 9.77320535814501E-4 +0.9996488340710917 2.409085415513357E-4 1.1025738735683103E-4 +0.9995484400970176 1.5103164038951378E-4 3.005282625930052E-4 +0.916776291254552 0.0828472675888373 3.764411566108452E-4 +0.0014265899425340354 0.025889769802712473 0.9726836402547535 +2.3366557035980586E-4 0.8621304977634068 0.1376358366662335 +0.9069200530707312 0.09303886078175146 4.1086147517493635E-5 +0.9986975180131016 1.2697654915555065E-4 0.0011755054377430062 +2.529671087974163E-4 0.6097898926931724 0.3899571401980301 +0.9769888081628313 0.020762655017061357 0.0022485368201073017 +0.8430820955522028 0.14546719303196384 0.01145071141583347 +0.04557017633808639 0.8077946228088417 0.14663520085307186 +0.36589412404618654 0.0012046014922572831 0.6329012744615562 +0.08927730279427092 0.9106833544055984 3.934280013048072E-5 +0.9943882626032373 0.0047341969115356 8.77540485227086E-4 +0.05501531032791738 0.010224461977680366 0.9347602276944024 +0.9985608342489598 2.6685203092029946E-4 0.0011723137201199493 +5.577303393632318E-4 0.7708963969539288 0.22854587270670793 +0.9988035152682085 0.0011088781208869138 8.760661090476578E-5 +0.05748882893248205 6.135076265154052E-6 0.9425050359912528 +0.06545284348105315 0.0014734918371672107 0.9330736646817795 +0.835802729225016 3.6982136139712083E-4 0.16382744941358687 +0.4128416657551748 0.02348400941602159 0.5636743248288036 +0.033015099784435044 0.03831936911778106 0.9286655310977838 +0.9244774226391966 0.0011766734917964816 0.07434590386900691 +0.4617868994233907 0.5183449081668238 0.019868192409785504 +0.5790268934319088 2.0650934765754632E-4 0.4207665972204337 +6.950816436744966E-4 0.19886399200794105 0.8004409263483844 +0.0028263904160085894 0.010903964159825183 0.9862696454241662 +0.9984071527108598 0.0011094996102020784 4.833476789380987E-4 +0.01446807089037388 0.07716116426511381 0.9083707648445124 +0.9852687298908399 2.931124925333191E-4 0.014438157616626935 +0.9993647807025732 6.032048335411728E-4 3.201446388578806E-5 +0.7461591817617641 1.7731748033055186E-4 0.2536635007579054 +0.9968474368691319 3.707361747641005E-5 0.0031154895133916785 +8.485870121108025E-4 0.7147459193753192 0.2844054936125701 +0.7250755890264708 0.2749143926293408 1.001834418828402E-5 +0.0015266238961559365 0.9801095536341993 0.018363822469644856 +0.9991959329396337 2.7633987186215817E-5 7.764330731801007E-4 +0.48521350737343777 0.5147742548354889 1.2237791073430044E-5 +0.9962972246419742 0.0018661122915253165 0.0018366630665004712 +0.9921167849851101 0.002018509134692228 0.005864705880197717 +0.024441128992525075 0.0027870464141319345 0.9727718245933431 +0.060707730101402346 3.424599655817022E-6 0.939288845298942 +0.024730607361678703 0.9743150022460321 9.543903922891975E-4 +0.04737850140213329 0.9385817329279486 0.014039765669918212 +0.018499099719208004 0.08183715530884665 0.8996637449719453 +0.9123581397652069 2.7471741889185297E-5 0.08761438849290407 +0.9937604170056934 0.006231055588738458 8.527405568147513E-6 +7.489222912650224E-4 0.24925639904367175 0.7499946786650632 +0.10543421640188441 0.8920319475112126 0.0025338360869029994 +0.03903723459675637 0.0028662310913492956 0.9580965343118943 +0.9948381383360725 7.344563213813705E-4 0.004427405342545963 +0.807316143449215 0.004532458739764161 0.18815139781102083 +0.5932809176106306 0.4067165756948358 2.5066945336367177E-6 +0.9993003117916419 4.851869555110121E-4 2.1450125284701681E-4 +0.9968237249825672 0.002489984225174682 6.862907922580923E-4 +0.02838732221506219 0.011515910252862553 0.9600967675320753 +0.9930044399419349 0.0038645996420085334 0.0031309604160566114 +0.061834237794485956 0.9379925435992328 1.732186062812476E-4 +0.9977910552169671 5.127576118729029E-4 0.001696187171159933 +0.6018784372548056 0.36232209688715084 0.03579946585804359 +0.9925542568442584 0.007304350940283456 1.4139221545823784E-4 +0.48112241714813686 0.5188769934763414 5.893755216642881E-7 +0.9925485471398536 0.002696704386340609 0.0047547484738057755 +0.14148717442203423 0.8568843210099979 0.0016285045679677343 +0.9906224768217826 0.008994894458361928 3.8262871985536817E-4 +8.251749666319661E-4 0.9831035118414715 0.01607131319189654 +0.9984255246723925 3.678690762199264E-6 0.0015707966368452104 +0.9952181043236187 0.0010079815797840392 0.003773914096597399 +0.04617523592051295 0.9537790241266257 4.573995286132141E-5 +0.9993477605201613 4.7901974530242033E-4 1.732197345362019E-4 +0.005125710505448436 0.9908826109403454 0.003991678554206266 +0.9563665063252896 0.03175501502363822 0.0118784786510721 +0.9828552110430762 0.0033115921509227603 0.013833196806001083 +0.008392151839112393 0.010168249769920165 0.9814395983909675 +0.13310110656582033 3.255389995393544E-4 0.8665733544346402 +0.8380674335139272 0.16002285555608683 0.0019097109299859641 +0.9931158284259871 0.0015144785866228684 0.0053696929873899985 +0.9905701598738481 0.008894804992846691 5.350351333052366E-4 +0.9992078133991008 7.293465907202245E-4 6.284001017902821E-5 +0.69928392260601 0.2971652095039527 0.003550867890037208 +0.034123065222742846 0.965723624662528 1.5331011472918056E-4 +0.6092158886125328 3.1133262446983884E-4 0.3904727787629972 +0.9730227590648718 0.024201147585373905 0.002776093349754386 +0.9870268716588235 0.00858902561495738 0.004384102726219133 +0.02709804670968613 0.38449304480341817 0.5884089084868956 +0.1412763991062678 0.8585699805039855 1.536203897466875E-4 +0.5797887798199388 0.42020901501459895 2.2051654622242816E-6 +0.9743533542899198 0.01695243921713401 0.008694206492946152 +0.056424163678366855 0.0028390500034538367 0.9407367863181794 +0.9921735038801677 1.236112149810946E-4 0.007702884904851292 +0.9991629503454091 6.133023233708323E-4 2.23747331219998E-4 +0.0024069749900459607 0.6519636405762427 0.3456293844337114 +0.992386625128919 1.0156075948406402E-5 0.007603218795132651 +0.0058537110020021686 0.006506883545651205 0.9876394054523466 +0.1697710456568688 0.0019141728687726445 0.8283147814743587 +0.9993908835723707 1.3945207683028983E-4 4.6966435079897863E-4 +0.5646949197321552 8.939292686013092E-4 0.4344111509992435 +0.0067920303569357 0.989944101458482 0.0032638681845823516 +0.8355168421437836 0.16447178371863885 1.1374137577325393E-5 +0.9994786970412469 5.9578732086392434E-6 5.15345085544384E-4 +0.9998310063030925 1.1243880540732862E-5 1.5774981636676978E-4 +0.8230907160461779 8.65057581705523E-6 0.176900633378005 +0.015648087438738825 0.9819031721496868 0.0024487404115744057 +0.0020343748315963367 0.9605418032900008 0.037423821878402826 +0.961390385887954 0.038435638582854384 1.739755291916296E-4 +0.998947088201771 6.176082488720768E-4 4.3530354935698195E-4 +0.001482811230187367 0.6624866072918312 0.33603058147798154 +0.9607803651305483 0.038915280436611424 3.0435443284013E-4 +0.9872846983556595 0.009826790559166645 0.0028885110851739363 +0.5100009997950263 0.0025084844191536108 0.48749051578582 +0.630256452932357 4.403467351874751E-5 0.36969951239412435 +0.9923667429169591 0.0031400872397977725 0.004493169843243064 +0.9949803183895766 0.003122437898656404 0.0018972437117670664 +0.1148876889358673 7.778763602646485E-5 0.8850345234281062 +0.9658165633367685 0.030717371866777865 0.003466064796453571 +0.9986962861843304 2.095217333439459E-4 0.0010941920823257312 +0.45370641616029284 2.4490111387737325E-4 0.5460486827258297 +0.9973247715750521 0.0022328053073802983 4.424231175676115E-4 +0.9897705502480383 0.007186981710017604 0.0030424680419441166 +0.9910907023344084 2.766688654812571E-4 0.008632628800110434 +0.18766113463511064 0.522094543643964 0.2902443217209253 +0.9943874714871479 0.005540494714455988 7.203379839611501E-5 +0.01132556085184327 0.020117343235605573 0.9685570959125512 +0.9996226175721177 1.1506244990876654E-4 2.623199779737234E-4 +0.3635354932903829 1.0547917303911389E-4 0.636359027536578 +0.05387921958709577 0.9454045147208519 7.162656920524734E-4 +0.8548064985910612 3.236024396143847E-5 0.14516114116497755 +0.011151320415331324 0.9884215749543375 4.2710463033121234E-4 +0.049631620731387965 1.4392541719405273E-4 0.9502244538514181 +0.9951422733875331 8.88644063836476E-5 0.00476886220608319 +0.9997352359234848 2.3707983766751536E-4 2.7684238847657413E-5 +0.9283928119552887 1.179167654976851E-5 0.07159539636816155 +0.967820751962839 0.01629430173992596 0.015884946297234998 +0.9824810240430318 1.8681995673456404E-4 0.017332156000233558 +0.980268468479939 0.01949421871612107 2.3731280394006526E-4 +0.16022182519279773 0.0037834719279013313 0.835994702879301 +0.03024645790508324 0.9682417534730465 0.0015117886218703178 +0.991380337938467 2.4938501097510404E-5 0.00859472356043546 +0.03893238975059649 0.6180128211510452 0.3430547890983583 +0.9104437185732215 0.08941751292029915 1.3876850647937208E-4 +0.004161600011552768 0.0029968695840671246 0.9928415304043801 +0.005964209857096052 0.03214562035039568 0.9618901697925082 +0.0018042295159318453 0.05173029942435127 0.9464654710597168 +0.9992186176749196 7.799052202607695E-4 1.4771048196212335E-6 +0.9251013286157251 0.06843485545728258 0.006463815926992277 +0.8942659997998754 2.1496815408067273E-4 0.10551903204604392 +0.9980720905438527 1.4295129760040463E-4 0.0017849581585469543 +0.9946965507454312 0.0020754109811073154 0.0032280382734615233 +0.009548999770265099 0.022779573864801488 0.9676714263649334 +0.5800542691974025 0.04164913526901062 0.3782965955335869 +0.07001913848169006 0.9298346357598085 1.4622575850147977E-4 +0.22129262825300483 0.7784136177662169 2.937539807782156E-4 +0.002234194019237606 0.9361790461183481 0.06158675986241419 +0.954356510477128 0.04554253808117854 1.0095144169356406E-4 +0.0014611346935059857 0.7919890157110362 0.20654984959545777 +0.9968059701220451 0.0010178906897123795 0.002176139188242435 +0.9990507833783153 9.371444409932257E-4 1.2072180691432349E-5 +0.9997462642541316 6.584225354441247E-5 1.878934923239798E-4 +0.998775103780977 3.1976365066114105E-4 9.051325683617359E-4 +0.005989389623228125 0.992913832752736 0.0010967776240358724 +0.9898503506896233 0.0036501234943783303 0.0064995258159982455 +0.9824028942514127 0.012626616680693533 0.004970489067893744 +0.032538927814577026 0.002200439455318251 0.9652606327301049 +0.9976538146052922 0.002166838980711565 1.7934641399616774E-4 +0.9990588297488875 8.355348952743963E-6 9.328149021596292E-4 +0.606543784034378 0.0019602512595274547 0.3914959647060945 +9.95073003381229E-4 0.9632658043104987 0.035739122686120076 +0.9998340448119293 2.734379203953312E-5 1.3861139603112892E-4 +0.9883929487588863 0.007396880820834707 0.004210170420279008 +0.005544013285427341 0.8946488862832628 0.09980710043130987 +0.041511030022900006 0.04087946172059523 0.9176095082565049 +0.10326748606672 0.0015166945248841753 0.8952158194083959 +0.6903981910493001 2.0504980020644262E-4 0.3093967591504934 +0.9664830359693922 0.033296718849696184 2.2024518091156558E-4 +0.0114012944893153 0.9843997616275059 0.0041989438831787846 +0.995612179934718 7.227292922476543E-5 0.004315547136057237 +0.03003357368213491 0.04532289024852621 0.9246435360693389 +0.28042310517328367 0.42985812618841174 0.28971876863830465 +0.007468646476947807 0.13694438728359634 0.855586966239456 +0.3355174556049295 0.6644261010813226 5.644331374790434E-5 +0.018970166345153795 0.8883445390772107 0.09268529457763557 +0.017612788447603937 0.9811121788498754 0.001275032702520775 +0.08156837338279029 0.8491028878852186 0.06932873873199108 +0.9912016034167436 0.008658801638065603 1.3959494519082659E-4 +0.9948233925031807 0.0028183885410373506 0.0023582189557819606 +0.8706190049166204 0.09812567032064953 0.03125532476273014 +0.6237108275243797 0.360013892669401 0.016275279806219504 +0.0027439070891549754 0.6648972098128257 0.3323588830980194 +0.036460839203725795 0.0023530896818461456 0.9611860711144281 +0.18575796285864254 0.8003152722925921 0.013926764848765311 +0.9981205555722308 2.863162795742992E-5 0.0018508127998117694 +0.98039548952843 1.0123892420266628E-5 0.01959438657914964 +1.9285923050423192E-4 0.8288217322218459 0.17098540854765 +0.9731691243050344 0.0030307685901024882 0.023800107104863067 +0.9954371209222207 0.004393448237684081 1.6943084009516762E-4 +0.8079544649454352 5.79392122127399E-6 0.19203974113334346 +0.14897534706009577 2.581761053161053E-4 0.8507664768345881 +0.22049392274396998 0.004524604888666328 0.7749814723673637 +0.9472587572330018 0.05254176147790204 1.9948128909605663E-4 +0.9872396085930201 2.5032514914850217E-4 0.012510066257831425 +0.11012548151882814 0.1877877466557574 0.7020867718254145 +0.9880705383226805 0.01135439833864129 5.750633386779598E-4 +0.014328589608407197 0.9834722475278304 0.002199162863762403 +0.05059696481544253 0.017857826311660482 0.9315452088728969 +0.03895895924591867 5.270385703266585E-4 0.9605140021837547 +0.0017428944538845216 0.9713791633254145 0.026877942220700817 +0.056166441749251124 7.488472591531451E-4 0.9430847109915956 +0.9976860594712773 0.0010288314675335093 0.0012851090611891568 +0.042357062760669716 6.696347501663383E-4 0.956973302489164 +0.14861710481636095 0.034508891535678446 0.8168740036479607 +0.9797258093950679 0.0013707246384996072 0.018903465966432588 +0.7190729182516343 0.27851816445507455 0.0024089172932910885 +0.8887616502913537 0.02334896197382508 0.08788938773482109 +0.10625659494719741 0.001482708345578321 0.8922606967072243 +0.4600774266604827 1.0947685148510305E-4 0.5398130964880323 +2.5794557248183413E-5 0.6077426126175347 0.39223159282521713 +0.39516876436312415 2.0806853868273115E-4 0.6046231670981932 +0.9735295990941133 0.024265402328014933 0.00220499857787183 +0.10346841977111793 0.0069948192173947335 0.8895367610114875 +0.8044719152212708 0.06466167411410687 0.1308664106646222 +0.0022124001443015436 0.1256971316883281 0.8720904681673703 +0.9956070125813273 0.0017622984331818702 0.0026306889854907822 +6.302432926684294E-4 0.9985201183543465 8.496383529849698E-4 +0.022031561879545164 0.9776458254148421 3.2261270561267713E-4 +0.11301948712417433 0.8858999698495568 0.0010805430262688853 +0.06803482212903954 0.9317341995487248 2.309783222355601E-4 +0.21108790851382883 1.9620180949451383E-4 0.7887158896766767 +0.9996771172995783 3.1718996566135573E-4 5.69273476025568E-6 +0.0031442468665890894 0.5863390638176156 0.4105166893157952 +0.9879100209120931 0.010414576625053828 0.001675402462853071 +0.0012855667268823932 0.3924310467155686 0.606283386557549 +0.0034342854229488773 0.034479613248894106 0.962086101328157 +0.008710996541079383 0.8936059108508341 0.09768309260808661 +0.9946431079478403 2.8220773852789494E-5 0.005328671278306945 +0.22103339189971818 0.7789370692989993 2.9538801282456592E-5 +0.9994792540731072 3.215952314848612E-4 1.9915069540801548E-4 +0.001497212931931065 0.9951424032962182 0.00336038377185072 +5.678614789595108E-4 0.8598975019699677 0.13953463655107276 +0.027132282856553235 0.02483647808154824 0.9480312390618985 +0.9993136750230903 4.0091734763515155E-4 2.8540762927460026E-4 +0.005314181423988721 0.0026477264074220275 0.9920380921685893 +0.9981728431310004 6.611958394495862E-4 0.0011659610295499656 +0.9725923406513507 0.020538687208825502 0.00686897213982378 +0.021256162258847817 0.9608260867648497 0.017917750976302542 +0.005415324830595731 0.9698340936313038 0.024750581538100468 +0.026950350504207205 0.0026872046669000013 0.9703624448288928 +0.0040891347032417985 0.29612608872349433 0.6997847765732639 +0.8399841614542356 0.09151176484266574 0.06850407370309869 +0.9995752670015551 1.0059594039359254E-4 3.2413705805132905E-4 +0.957308796351643 0.03780411566337926 0.004887087984977668 +0.9968941296202917 0.0029566430133092054 1.4922736639901948E-4 +0.0025977896645886633 0.043118178157016275 0.9542840321783951 +0.0390960036439138 0.9562999764935127 0.004604019862573689 +0.25968558591234364 0.3755837442738349 0.3647306698138215 +0.008852222104651673 0.981393446883658 0.00975433101169031 +0.9715344669016673 0.009687481559850358 0.018778051538482454 +0.9731003593353035 0.02559545878394053 0.0013041818807560197 +0.022472454438352028 0.012451933773714612 0.9650756117879333 +6.553925853336652E-4 0.9614069895975234 0.03793761781714298 +0.9975892056433179 0.0014464347356721095 9.643596210100686E-4 +0.002599508087465869 4.0890937668256166E-4 0.9969915825358515 +0.0010325578377543706 0.9749650384142781 0.024002403747967534 +0.0021954350653209938 0.9954899493526531 0.00231461558202577 +4.97975100910697E-4 0.9858177927201912 0.013684232178898083 +0.007932022224130635 0.004361900471474143 0.9877060773043952 +0.7413481928569094 0.0014331717543396507 0.25721863538875095 +0.9947327379561591 0.0019363386039202924 0.00333092343992061 +0.9971375358327865 0.0017856370940732723 0.0010768270731400591 +0.001541727867682208 0.993082756340058 0.0053755157922597205 +0.05088091892937019 0.0012463680501425066 0.9478727130204874 +0.061834237794485956 0.9379925435992328 1.732186062812476E-4 +0.8294226349050534 2.603803251306143E-4 0.17031698476981588 +0.9935761988434468 0.005219536243655814 0.0012042649128973383 +0.9993730058059779 6.631244427082385E-5 5.606817497512723E-4 +0.9938116480339011 3.646086969340032E-4 0.005823743269164833 +0.008042745397227205 0.9905805500686513 0.0013767045341214642 +0.15371892049256156 0.004783061855491811 0.8414980176519467 +0.6972609756460365 5.027715579832817E-4 0.3022362527959803 +0.015734824643343436 0.006856715076292287 0.9774084602803643 +0.9680041682169889 0.031939049066728155 5.678271628286178E-5 +0.0077900509000207695 0.001230552625961511 0.9909793964740177 +0.03840142909143163 0.004034808377465718 0.9575637625311026 +0.9966909217661228 0.0029174257125646444 3.916525213124312E-4 +0.4974856644413876 0.5025140949890583 2.405695541865373E-7 +4.962654065564036E-4 0.9759037828049404 0.023599951788503094 +0.9776730306449639 0.02204298250284398 2.8398685219195265E-4 +0.5748414534191576 0.42314100841879 0.002017538162052339 +0.9982459569616339 0.0012960266159270115 4.580164224390232E-4 +0.9991925149566624 7.501387531993321E-4 5.7346290138145635E-5 +0.96150256807249 0.027567296391814194 0.010930135535695764 +0.9712035060636758 0.001850888350488434 0.02694560558583588 +0.9998225659940126 1.4167644735021322E-4 3.575755863729013E-5 +0.008042745397227205 0.9905805500686513 0.0013767045341214642 +0.042573139702941104 0.9573113825379834 1.1547775907555322E-4 +3.515767318990486E-4 0.6986077022014264 0.3010407210666745 +0.9989951092783627 6.188073055925754E-4 3.860834160447453E-4 +0.2557851817621801 0.7442084794213554 6.338816464541209E-6 +0.9995126906016748 6.649655538117351E-5 4.2081284294390403E-4 +0.9621167472341033 0.03597714447170583 0.0019061082941908875 +0.9997008948379642 1.7640260180421184E-5 2.814649018551991E-4 +0.23595364486462142 3.0936286247660206E-4 0.763736992272902 +0.9622482465667628 0.001079301181324318 0.036672452251912804 +0.2756906671694862 0.12584236135126914 0.5984669714792447 +0.04616634170442556 0.01722554915125754 0.9366081091443168 +0.00308183699877459 0.7702498358268062 0.22666832717441926 +0.9969795348255205 4.216819272649335E-4 0.0025987832472145543 +0.005985347019843828 0.9938432956667954 1.713573133607764E-4 +0.06448891142564411 0.8143106430856408 0.12120044548871503 +0.3116663350735833 0.6883019881855927 3.167674082390303E-5 +0.032840299049640004 0.9559595744220658 0.01120012652829421 +0.007245665230192366 0.014774246421049563 0.9779800883487582 +4.098422678766231E-4 0.07216236592571179 0.9274277918064117 +0.03635681115661268 0.963404175208785 2.390136346022196E-4 +0.23323846671260537 7.589614844892013E-5 0.7666856371389458 +0.14219067433389537 1.448969936112295E-4 0.8576644286724935 +0.9998296388261803 1.417251399198215E-4 2.8636033899793568E-5 +0.05552704594642189 4.710066762655918E-4 0.9440019473773125 +0.9987531672036868 1.7961181909458286E-4 0.0010672209772187434 +0.9993905545197965 1.8505933891206088E-4 4.2438614129132604E-4 +0.020022643367475237 0.9726657846953607 0.007311571937164202 +4.381972540140689E-4 0.3089358434487233 0.6906259592972627 +0.9988798311397795 2.9985763452684814E-5 0.0010901830967677642 +0.03000288846764887 0.009736541196190145 0.960260570336161 +0.0212154334703535 0.9785286709232115 2.5589560643509026E-4 +0.06672433180335142 0.9329463318461023 3.2933635054630775E-4 +0.004411452973002257 0.9905955985396557 0.004992948487342038 +0.9401658220213382 0.05982434956959287 9.828409068779784E-6 +0.008323744446799973 0.04964510716442778 0.9420311483887723 +0.06916536088412176 0.9304376110943834 3.9702802149488785E-4 +0.06691113332796113 0.024567683376000075 0.9085211832960388 +9.759584627318206E-4 0.958264561623465 0.04075947991380312 +0.8738572602663753 0.12122994778626674 0.004912791947357855 +0.9979669722167643 6.84661972435759E-4 0.0013483658107999944 +0.894533356310931 0.09179848147241317 0.013668162216655868 +0.999723442024041 6.16029989004699E-5 2.1495497705861097E-4 +0.06866515213143919 8.151338162836292E-4 0.9305197140522772 +0.0012161507444137566 0.6931009131991598 0.3056829360564264 +4.2483294400969186E-4 0.9874065959444254 0.012168571111564925 +0.9928746539756473 5.304779945120718E-6 0.00712004124440771 +0.9913439673820583 0.008040534819313145 6.154977986286377E-4 +0.9907187079669391 1.9413722572228325E-4 0.009087154807338505 +0.5739417529724167 2.782352832040621E-5 0.4260304234992629 +0.1895680921736225 0.7612448790292624 0.04918702879711503 +0.32549353837389583 0.001032254617003157 0.673474207009101 +0.0047637804467319505 0.8777433342878236 0.11749288526544438 +0.9687502293937125 0.0013725006979062684 0.02987726990838131 +0.024204874836288193 0.9670153565826154 0.008779768581096378 +0.4720556131244144 0.09814733998611273 0.4297970468894729 +0.9921216180493344 0.006104230139130201 0.001774151811535447 +0.24855544776087984 1.8493972052568332E-4 0.7512596125185945 +0.9982563472694501 0.0012098969688148162 5.337557617351021E-4 +0.3266326557004959 7.17803881152826E-5 0.6732955639113889 +0.19947732591721687 0.7996261972003926 8.964768823905417E-4 +0.0017573090288785244 0.887220939648895 0.11102175132222643 +0.35752017587841967 0.6424133000050228 6.652411655747518E-5 +0.993543539339088 0.005032258693088198 0.0014242019678237998 +0.9975771315069893 5.978730271087748E-5 0.002363081190299711 +0.014416698610024316 0.9852252512886117 3.580501013639633E-4 +0.9973244538778168 1.4186045501117517E-4 0.0025336856671721694 +0.9916434961015745 2.0046930966966648E-4 0.008156034588755766 +0.06403321142738064 0.00307625396049797 0.9328905346121213 +0.9959062746173687 0.004059124580666892 3.46008019644779E-5 +0.9897705502480383 0.007186981710017604 0.0030424680419441166 +0.016916939326186882 0.0015523295347002804 0.9815307311391128 +0.998012405543529 2.9712914440060804E-4 0.0016904653120704794 +0.8788883827022836 0.1210504405843811 6.117671333521286E-5 +0.11661252531179504 0.01272735302762127 0.8706601216605838 +0.9973841297060233 2.3621090186432E-5 0.002592249203790234 +0.008392151839112393 0.010168249769920165 0.9814395983909675 +0.06691829396800472 0.678218619350421 0.2548630866815742 +0.8763950522418522 3.685418680573774E-5 0.12356809357134214 +0.012802252276002023 0.9814339384304839 0.005763809293514173 +0.8070973996601654 5.469202928005588E-4 0.19235568004703407 +0.9946458856545776 1.996444657277764E-4 0.005154469879694692 +0.9096725766288841 0.007876512010259603 0.08245091136085629 +0.9776654568991091 0.02233345660245095 1.0864984399088368E-6 +0.7533695602893486 0.0031920418606156587 0.24343839785003568 +0.9790142313456097 6.951978537960836E-4 0.020290570800594255 +1.0819862168397404E-4 0.5528962916991464 0.44699550967916957 +0.06581567930737071 0.933416751798177 7.67568894452245E-4 +0.008426378722595995 0.003090374348887091 0.9884832469285169 +0.998594596768976 3.85729878772756E-4 0.0010196733522513115 +0.03168676973418999 0.0011787471224138256 0.9671344831433961 +0.14325474907533 0.8545743592088275 0.002170891715842343 +0.22072352844919144 0.7624896872827078 0.01678678426810083 +0.9216584576446551 0.07221442245588304 0.0061271198994617545 +0.9973501724422369 0.00248085250074892 1.6897505701402789E-4 +0.0041040697711411155 0.028926544675789218 0.9669693855530697 +0.9960064773552683 6.759744622534855E-4 0.0033175481824782144 +0.01439953182498982 0.9819103524878272 0.0036901156871829276 +0.22710030825919222 8.321028713777753E-5 0.7728164814536701 +0.05131404012253282 0.02464773150257361 0.9240382283748936 +0.9936237607685382 0.00539159044167307 9.846487897886727E-4 +0.36193879322172157 0.637982166528618 7.90402496604031E-5 +0.9950436188984412 0.004847339483948506 1.090416176104415E-4 +0.018044712166210817 0.9707981983287133 0.011157089505075967 +0.22910528131887048 0.7708936576414823 1.0610396471564097E-6 +0.9468535785443951 0.0530882257694625 5.8195686142169396E-5 +0.9820257474173217 0.017591409198106686 3.828433845714451E-4 +0.9802444554782511 0.01653020986145889 0.003225334660289978 +0.7134939767097931 3.836473826946351E-4 0.28612237590751227 +0.019618667160266355 0.9741819734848424 0.0061993593548912455 +0.4332618342020655 5.755276273138442E-5 0.5666806130352031 +0.9989208095712951 3.559224037129005E-4 7.232680249920171E-4 +0.9776974978904566 0.022193213262359655 1.09288847183737E-4 +0.9178584979948803 0.08213054964945551 1.095235566407556E-5 +0.9617632362214478 0.03795571921045519 2.810445680972269E-4 +0.9938440858155219 7.650010004868472E-4 0.005390913183991336 +0.01132556085184327 0.020117343235605573 0.9685570959125512 +0.9856757246999089 0.01432297950580361 1.2957942873203164E-6 +0.9985568099929583 0.0012920589045709913 1.5113110247060146E-4 +0.0049794980945445586 0.049984622892421525 0.945035879013034 +0.9895453768212154 0.010446465204061192 8.15797472341617E-6 +0.038007144089080874 0.018361928509885484 0.9436309274010336 +0.11826371083531766 3.2578132345997346E-5 0.8817037110323364 +0.9925380036251422 9.223113693772044E-4 0.006539685005480627 +0.6947115366153215 0.0026516999654787074 0.3026367634191999 +0.0022869971799516172 0.9339009432066812 0.06381205961336726 +0.03084380740921964 0.9691287855331469 2.7407057633550686E-5 +0.12150417758817518 0.8767321319571869 0.0017636904546380365 +0.6191021234792425 9.387471024603758E-4 0.37995912941829707 +0.9889897712934493 0.008609692884676364 0.002400535821874126 +0.001152946481883893 0.6721711382226367 0.3266759152954794 +0.033127587362930505 0.15994948919070823 0.8069229234463612 +0.9970983021397853 0.002607045801229282 2.946520589853133E-4 +0.8872663749657295 0.11265697065832926 7.665437594131981E-5 +0.03355816480747134 0.966124701152957 3.1713403957149284E-4 +0.9527424465311982 0.003213267149293398 0.04404428631950836 +0.01895257268038987 0.9522191233126053 0.028828304007004896 +0.0019154676358499403 0.017432974072656322 0.9806515582914936 +0.08753095353215837 0.8934750952252782 0.01899395124256343 +0.8028340902621162 0.001046729372622694 0.196119180365261 +0.7027209464177067 0.2947327210930959 0.002546332489197483 +0.1094881552533761 0.8904524467736766 5.939797294731656E-5 +0.9996678793437638 2.5610005657952063E-4 7.60205996566243E-5 +0.9875238303795248 0.011690592521046084 7.855770994290488E-4 +0.09498069799623354 0.0011747927282620872 0.9038445092755043 +0.034925435768127296 0.004115877147967419 0.9609586870839052 +0.9987461673653988 0.0011974246849552378 5.640794964604301E-5 +0.9991361000196801 1.0830563723970363E-5 8.530694165960063E-4 +0.874712303693085 0.12466924974274961 6.184465641653999E-4 +0.9762479237728435 0.02016127438501294 0.0035908018421435275 +0.46715019970337923 0.5327899338857732 5.986641084743891E-5 +0.23955803172527051 0.7603965868325225 4.538144220692956E-5 +0.05280387149954735 0.9470435323874572 1.5259611299548766E-4 +0.9960091354208077 1.254261284645263E-5 0.003978321966345905 +7.723341660142069E-4 0.9801432409191586 0.019084424914827192 +0.011613157782720087 0.9881760953851516 2.10746832128434E-4 +0.8788445002320711 0.04387903820149514 0.07727646156643374 +0.9435775369513558 0.052034993273928534 0.004387469774715576 +1.0300906317033034E-4 0.4136656591039577 0.5862313318328719 +0.9977099681399156 6.077411392105368E-4 0.0016822907208739082 +0.007882026239763182 0.9918144289638574 3.0354479637948215E-4 +0.0013504673216267237 0.98860663511752 0.010042897560853279 +0.997944144874447 7.192392135028325E-4 0.0013366159120502788 +0.04941636835272539 0.0025738882718206956 0.948009743375454 +0.9634130632765753 0.030339770983917394 0.006247165739507223 +0.5041509588930532 0.06535463804952626 0.4304944030574206 +0.020514612491173704 0.9682684663175436 0.011216921191282607 +0.07567740831118366 2.788400932643894E-4 0.924043751595552 +0.8468531336468033 0.008677121653873783 0.1444697446993229 +0.1043939724117081 1.7722067233208336E-4 0.8954288069159598 +0.9997478417082138 6.890234063957072E-5 1.8325595114650992E-4 +0.029127651423214284 0.7424552877611026 0.22841706081568316 +0.9868975915626147 0.013023266566536377 7.914187084887087E-5 +0.9679979619562523 0.03192888555936423 7.315248438351495E-5 +0.19128695714599755 0.8087110657917617 1.9770622407881425E-6 +0.9946040422613923 0.004128734875609352 0.00126722286299837 +0.9996485166848583 1.8821586281085663E-4 1.6326745233088304E-4 +0.9981996636828634 0.001719589020049942 8.074729708676287E-5 +0.8970444225503221 0.10294613860517937 9.43884449836011E-6 +0.9036951395214528 0.09606925546418162 2.3560501436560094E-4 +0.9704247764161249 0.02744489488456832 0.0021303286993066698 +0.2826457693025816 0.0026455446374358906 0.7147086860599825 +0.022880258866137333 0.9603157137724297 0.016804027361432827 +0.008275585639342112 0.0029953221149067325 0.9887290922457511 +0.32401672714388974 0.6759744125501269 8.860305983345484E-6 +0.39393826740413357 0.604799772108945 0.0012619604869214612 +0.032030242991542564 0.9642004529633333 0.003769304045124206 +0.048946269079255006 2.9614278689362605E-4 0.9507575881338514 +0.0011710456682755698 0.9880516601529697 0.010777294178754716 +0.9970403797274114 0.0028592702124300663 1.0035006015845543E-4 +0.005259760565803759 0.9562831793933675 0.03845706004082879 +0.007055878628051329 0.0026474783104372948 0.9902966430615113 +0.9983935256173917 2.790700584302093E-4 0.0013274043241781014 +0.8186629834581826 0.18031798009631886 0.0010190364454983859 +0.9717429560566676 0.027447327289843563 8.097166534886815E-4 +0.7666256283466807 0.23335724786390663 1.7123789412651667E-5 +0.9911518479392669 0.008634895025882595 2.1325703485023395E-4 +0.9589230139751855 0.04048308811531218 5.93897909502135E-4 +5.385736610168067E-4 0.9739182240375727 0.0255432023014105 +0.007892321331381789 0.7995899795624709 0.19251769910614727 +0.002837676000301784 0.020700822811726406 0.9764615011879718 +0.13278551827237417 0.044979443893745495 0.8222350378338804 +0.9161328972465371 0.08371642898149788 1.506737719649829E-4 +0.009562242180519556 0.10010507059880949 0.8903326872206709 +0.9977528856900976 0.0012617315806599015 9.853827292425608E-4 +0.9094999172815839 0.016980088300841644 0.07351999441757455 +0.05869049108997361 0.8938615262316433 0.047447982678383155 +2.8396869069887033E-4 0.8706262214405728 0.12908980986872837 +0.01875115703453728 0.9708927276693815 0.010356115296081093 +0.01145312503689918 0.015548319188180773 0.97299855577492 +0.02727003078967608 0.001060705761840628 0.9716692634484834 +0.9953154149826623 3.668878074167716E-4 0.004317697209921017 +0.8997458158144697 0.002600321239813844 0.09765386294571665 +0.8960254931313775 3.3689695353665126E-5 0.10394081717326886 +0.09061558716034596 0.005240573637971405 0.9041438392016825 +0.995256377538042 0.004698572220553621 4.505024140432478E-5 +0.9981490684541483 3.9183089883572587E-4 0.0014591006470158594 +0.043364936714618614 0.006950157645752729 0.9496849056396286 +0.34354778024378235 0.0010958355553438446 0.6553563842008737 +0.9973462296258592 0.001515870581519961 0.0011378997926209287 +0.1094881552533761 0.8904524467736766 5.939797294731656E-5 +0.0057940281504656735 0.9717929710431457 0.0224130008063886 +0.009549165066282499 7.619188592087307E-4 0.9896889160745087 +3.829574206459878E-4 0.8203735214569249 0.17924352112242917 +0.9984080779467529 0.00149302336908445 9.889868416251394E-5 +4.4782978365502955E-4 0.9233820353915689 0.07617013482477596 +0.999408638422823 1.2319196230720748E-4 4.6816961486971043E-4 +0.2950447800772859 3.2763472921958394E-5 0.7049224564497922 +0.28312656486261295 6.080173874362349E-4 0.7162654177499509 +0.11206049736781495 0.004552256364218447 0.8833872462679667 +0.7706119928320246 0.2293425774980694 4.5429669905987496E-5 +0.034123065222742846 0.965723624662528 1.5331011472918056E-4 +0.054340737982950006 0.6933677704238053 0.2522914915932447 +0.19213100606975353 0.8072146770092 6.543169210464364E-4 +0.0382164216866293 0.9610007549710371 7.828233423335025E-4 +0.018802929389705136 0.0011216073934158686 0.980075463216879 +0.9981891929736595 8.077845354982684E-6 0.0018027291809854904 +0.9825883210278067 0.017402278945355534 9.400026837697187E-6 +0.007166489117564545 0.9879667662164643 0.004866744665971101 +0.001250124033566712 0.9809847320153068 0.017765143951126505 +0.025123888915219193 0.02027444549437408 0.9546016655904067 +0.0034519753679290656 0.9941127099791142 0.0024353146529568805 +0.02727003078967608 0.001060705761840628 0.9716692634484834 +6.654595847718492E-4 0.9980328479514718 0.0013016924637561985 +0.9818861083211393 0.018016955407041037 9.693627181960851E-5 +0.006893259981633318 0.9748601656536118 0.018246574364754922 +0.9683016029015428 0.021693746706781307 0.010004650391676041 +0.9975806058379745 0.0023469472294665385 7.24469325590734E-5 +0.010254368572831313 0.9884151304329281 0.0013305009942406853 +0.9695277096313246 5.105558001609656E-4 0.029961734568514416 +0.02562640543744303 9.780742118074827E-5 0.9742757871413761 +0.27460004140638417 0.004674492421116357 0.7207254661724994 +0.997406274936325 1.2885069851566966E-4 0.002464874365159259 +0.9998749021956331 3.8855270850206385E-5 8.624253351668753E-5 +0.9984200230954512 1.9720420196100034E-4 0.0013827727025877018 +0.9869934758233152 3.3021222944087816E-4 0.012676311947243864 +0.11342935999121431 0.0010619458416754194 0.8855086941671103 +7.300701985160814E-4 0.6315272178341829 0.36774271196730096 +9.224024919535571E-4 0.9952642470126501 0.0038133504953962475 +0.2969730808962465 0.7029827391285828 4.417997517067182E-5 +0.020900489799345702 0.0016542494690685687 0.9774452607315857 +0.9963011092841062 0.003498332433780502 2.0055828211324543E-4 +0.9879863124847702 1.534481162303423E-4 0.011860239398999389 +0.07178759141802364 0.9281612216769043 5.11869050721023E-5 +0.8403866377499524 0.15948069757167155 1.3266467837606938E-4 +0.031110248855023327 3.5082146711921676E-4 0.9685389296778574 +0.9992186462265017 6.363694465581059E-4 1.4498432694012256E-4 +0.003409641059220898 0.0016432357833380917 0.994947123157441 +0.008585431362352621 0.9865087593895446 0.004905809248102795 +0.8533793228923247 2.9612879774476418E-5 0.146591064227901 +0.47606848474368346 0.519601186090724 0.0043303291655923835 +0.9673932145884556 0.032430669887563754 1.7611552398066215E-4 +0.839059113873385 0.16092485505745144 1.6031069163465773E-5 +0.9922210164280233 0.0049467974527171886 0.002832186119259424 +0.9943068917256979 7.657574266789351E-4 0.00492735084762326 +0.09036786163502017 0.6789137742319091 0.23071836413307067 +0.997891970306315 9.886094687632202E-4 0.0011194202249217987 +0.988502988353887 0.011442808979154727 5.420266695825267E-5 +0.035302091970042665 0.0026851156931017137 0.9620127923368555 +8.223311823400797E-4 0.9147779332380466 0.08439973557961337 +0.018277571037144027 0.03860989035704843 0.9431125386058075 +0.9465387165891072 0.05315728034815863 3.0400306273431043E-4 +0.9986913447230749 0.0011013489216097141 2.073063553154629E-4 +0.9911054976347369 0.0028737240733251596 0.006020778291938058 +0.9688723849164663 0.029128519210654628 0.001999095872879064 +0.6671527911728539 0.3328429650367143 4.243790431983692E-6 +0.9561677996104194 0.04268378978857054 0.0011484106010099142 +0.37273684048654265 3.4548717198500437E-4 0.6269176723414723 +0.04803688554157019 0.9518066111993249 1.5650325910507537E-4 +0.9941688495891309 0.004909715122066532 9.214352888024153E-4 +0.027227938964251183 0.9717383271544694 0.0010337338812794613 +0.21993052357376713 0.7646138609119429 0.015455615514289948 +0.9998264293064523 1.3592032412453094E-4 3.7650369423087736E-5 +2.7870138353655973E-4 0.3040263612144709 0.6956949374019926 +0.993329843632517 0.0049904115337295945 0.001679744833753479 +0.9859274729387353 0.006420498307139944 0.00765202875412482 +0.024773398476679132 3.572658009791188E-4 0.9748693357223417 +0.9951785700877805 0.0026373310445576134 0.002184098867661846 +9.904468569182081E-4 0.13919674613356967 0.8598128070095121 +0.04042565845493411 0.00337798544518881 0.9561963560998772 +0.9966685817913318 1.0348740440225933E-4 0.003227930804265925 +0.9963896049143702 0.00292002794907232 6.903671365574396E-4 +0.9981809258030337 8.630923608451707E-4 9.55981836121129E-4 +0.03936565169600529 0.8840684686395903 0.07656587966440438 +0.8284593813112977 0.17150969601641325 3.0922672289020514E-5 +0.11775255266836471 0.8669576510380291 0.015289796293606139 +0.9441551084668306 0.029614211055810684 0.026230680477358794 +0.9749473506084054 0.011708392528385148 0.01334425686320945 +0.04502693925668805 0.9538180309898278 0.0011550297534842033 +0.81711176046467 0.1828487447411902 3.949479413976658E-5 +0.9978308697713623 0.0011815936494845114 9.875365791532358E-4 +0.2506871118695428 0.7348459628536598 0.014466925276797323 +0.05219243830164965 7.48099377408708E-4 0.9470594623209415 +0.058355366495446384 0.9414942427213218 1.503907832320044E-4 +0.8491900449400291 0.07835863087973298 0.07245132418023785 +0.9875004992264713 1.5718994705829118E-4 0.012342310826470271 +0.0049000965951572295 0.9941387043782063 9.611990266364821E-4 +0.005575145953228342 0.08132719915092937 0.9130976548958423 +0.9710866449256239 0.002414233132272067 0.026499121942104024 +9.859145826186797E-4 0.6339113409024996 0.3651027445148816 +0.42347771343505536 0.5765210615779761 1.224986968497351E-6 +0.9068976669869135 0.093075029191339 2.7303821747352282E-5 +0.04927865748475248 0.12983989401124713 0.8208814485040005 +0.40332691855820707 0.0016996134387591059 0.5949734680030339 +0.009197690962459726 0.6763296091158912 0.31447269992164906 +0.9986507335826087 2.1418750287602675E-4 0.0011350789145152607 +0.9670223922328987 0.0011205905310229206 0.031857017236078346 +0.014010578099322789 0.9847509191497146 0.0012385027509626638 +5.3536888587651E-4 0.9635495918340069 0.035915039280116655 +0.9127676211069595 0.001941214859720914 0.08529116403331954 +0.02201616469355838 3.32687582448141E-4 0.9776511477239934 +0.8148473638393348 0.1723960089934908 0.012756627167174458 +0.006231353689568204 0.4861280535553344 0.5076405927550975 +0.0026478949359817375 0.2287497247756812 0.7686023802883369 +0.9976819461914052 0.001308402672287618 0.0010096511363072017 +9.456347190832013E-5 0.9105288976553422 0.0893765388727494 +0.9998723972140825 2.4433836284448146E-5 1.0316894963312253E-4 +0.9995041090509784 7.79508470350667E-6 4.8809586431794585E-4 +0.9971505583361597 0.002756367672184624 9.307399165557887E-5 +0.028974231248011288 0.006862031892387841 0.9641637368596008 +0.1893275126203725 0.6246263220009832 0.18604616537864432 +0.0019784592687751286 0.8936741229520359 0.10434741777918917 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_LR_bias_1 b/src/test/resources/regression/dna.scale/predictions_L2R_LR_bias_1 new file mode 100644 index 0000000..90aade1 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_LR_bias_1 @@ -0,0 +1,1186 @@ +0.9990445822404133 9.24438304827841E-4 3.0979454758779715E-5 +0.04855249703259257 9.446499504388635E-4 0.9505028530169686 +0.3717569068352471 0.0011112840628129824 0.62713180910194 +0.9684735780306089 0.03137829355570152 1.4812841368955286E-4 +0.9929897899081239 0.006119650861341141 8.905592305349422E-4 +0.003937698178139791 0.9740495624944979 0.02201273932736215 +0.9860870381850554 1.3867116778236424E-4 0.013774290647162306 +0.0019366160452612918 0.03860453870020212 0.9594588452545365 +0.8092660999491407 0.1904771586092738 2.567414415856687E-4 +0.05965192863649652 0.9143842079453203 0.025963863418183283 +0.2863088930232127 8.399711196564955E-6 0.7136827072655907 +0.9955241466084278 0.004401402939671042 7.445045190120594E-5 +0.9940255146914693 0.0010574322855684281 0.004917053022962378 +0.999980194410166 4.592424166145228E-6 1.5213165667931701E-5 +0.016643008738164926 0.9832587437248999 9.824753693520754E-5 +0.9992410366269697 7.490598129095498E-6 7.514727749011873E-4 +0.048798650504823626 0.7915770542236333 0.1596242952715431 +0.9990671044754303 5.864703312098731E-4 3.4642519335987323E-4 +0.9233878612871043 0.054539706899494445 0.022072431813401353 +0.006839406106903511 0.03343803728048483 0.9597225566126117 +0.042475014398424965 0.0027857861388036463 0.9547391994627714 +0.9997028032286441 2.582414936826908E-4 3.895527767301658E-5 +0.11366022070059696 0.24743958988806525 0.6389001894113377 +2.1025601823322743E-4 0.33843797103454576 0.661351772947221 +0.9984268795389295 1.0859471752957602E-4 0.0014645257435410132 +0.9988088278453214 1.99033675085609E-4 9.921384795931042E-4 +0.9765241624139872 0.022009673118914476 0.001466164467098164 +0.010048540890609957 0.0017129208773895151 0.9882385382320006 +0.961382421297966 9.877747386916212E-5 0.038518801228164874 +0.9986819541169708 0.0012992572343250724 1.8788648704252733E-5 +0.9926498065746141 5.719578660184146E-4 0.006778235559367508 +0.0022194626171857896 0.709098601371127 0.2886819360116873 +0.8010964702029465 0.0024609390840827903 0.19644259071297068 +0.002738961372624175 2.9620267026400464E-4 0.9969648359571118 +0.0059199917836421515 0.9892078941570392 0.00487211405931866 +0.9691864994747394 2.1917026564484797E-5 0.03079158349869612 +0.8836928003702768 1.4836512618299727E-5 0.11629236311710492 +0.8065230242963364 0.19190814434633424 0.0015688313573293611 +0.9859277039808315 2.7670009135332384E-4 0.013795595927815124 +0.9987879323092689 0.001051404293218208 1.606633975129152E-4 +0.4016836909239598 0.598312281045783 4.028030257243736E-6 +0.9515319025596911 0.04698786865868622 0.0014802287816226096 +0.09527835488553633 0.002911445550105028 0.9018101995643586 +0.0048383853361775005 0.9945837434918533 5.778711719691995E-4 +0.011835637276847624 0.9668155043330905 0.021348858390061922 +0.006734851699487091 0.14426655690943868 0.8489985913910743 +0.08743620504116202 0.9125175535082758 4.6241450562243304E-5 +5.185582800029904E-4 0.15774783764821154 0.8417336040717854 +0.9536406834956175 0.04609711584773909 2.62200656643501E-4 +1.4997848768413748E-4 0.005496048594208246 0.9943539729181076 +1.2893748171385983E-4 0.9572486416031021 0.04262242091518414 +0.29322036482621805 0.706778253185592 1.3819881901065123E-6 +0.6810360792481577 1.5155352614754797E-4 0.3188123672256946 +0.9763681936621954 0.023446856688995973 1.8494964880864676E-4 +0.012913829764673998 0.9539593915713168 0.03312677866400911 +0.0571772661495678 0.9413534624964882 0.0014692713539438316 +0.9964135461673962 1.847322956305616E-4 0.003401721536973221 +0.9945340288047618 0.0012464179780396975 0.004219553217198471 +0.9986332566764052 1.51971413893976E-4 0.0012147719097007936 +0.23815595845207788 2.9753894788284244E-4 0.7615465026000393 +0.20927081657546542 0.7889592524656063 0.0017699309589283125 +0.998655347191225 3.549858618070813E-4 9.896669469679036E-4 +0.9887097627180776 0.0061463275386398975 0.005143909743282377 +0.5378161607572354 0.0026031570204456066 0.4595806822223191 +0.002612819655151142 0.05744194764189609 0.9399452327029527 +0.9897420824560157 8.554267796284209E-5 0.010172374866021381 +0.8809926442527013 0.11867758715215226 3.297685951464827E-4 +0.9168483609953115 0.06582591948467621 0.01732571952001229 +0.0010205779519151135 0.9921212119417155 0.006858210106369363 +0.2647154869542727 0.7338139827425908 0.0014705303031365806 +0.9986402845794343 8.513377426716343E-4 5.083776778938936E-4 +0.9884693750078174 0.011349693844677346 1.809311475053187E-4 +0.9792431490788988 0.0018936921797284806 0.01886315874137285 +0.8837919578730788 0.0013917794624675173 0.11481626266445366 +0.9994819979540885 3.176626617829871E-5 4.8623577973308155E-4 +8.632602881414624E-4 0.9583609275280632 0.04077581218379534 +0.8925709963081573 0.10569021636837206 0.001738787323470812 +0.06513298750734324 0.007440400424297312 0.9274266120683594 +0.00500992811306843 0.9341122647017461 0.06087780718518548 +0.12557812546857447 0.8744071415033826 1.4733028043050246E-5 +0.0986873893790387 0.06462414518429016 0.8366884654366712 +0.9967436686224712 8.465847255422452E-4 0.002409746651986553 +0.9913863921290708 0.0053076895268273135 0.0033059183441019706 +1.455716589933809E-4 0.033408599062325406 0.9664458292786813 +0.9840410288620277 9.779234843993511E-5 0.015861178789532335 +0.9984434468403168 6.345769034196442E-4 9.219762562635429E-4 +1.533999359820306E-4 0.8488071000715256 0.1510394999924924 +0.01349379735763895 0.06875723322667668 0.9177489694156844 +0.9857293372947171 0.012857720059094076 0.001412942646188973 +0.2127356849313741 0.7638221831787972 0.023442131889828625 +0.008764818314949662 7.542702884481859E-4 0.9904809113966021 +0.4682486768402799 1.6950237213700752E-4 0.531581820787583 +0.4946718377135347 0.5011591316740379 0.004169030612427411 +0.965944054872074 0.03348793388640792 5.680112415179805E-4 +0.9902832470854857 0.009693014383585693 2.3738530928712807E-5 +0.1408538470866952 0.8589755920181914 1.7056089511327245E-4 +0.7801442482080251 0.0021266531841205322 0.2177290986078544 +0.999542262778946 4.3812968994556443E-4 1.960753110848445E-5 +0.2288829587365771 5.664482021789147E-4 0.7705505930612441 +0.0012192065691618318 0.7971004218707105 0.20168037156012755 +0.9993535131268837 6.133981498366124E-4 3.3088723279762884E-5 +0.22172473961008454 8.86720171387209E-5 0.7781865883727767 +0.9060416636317894 8.168363708620564E-4 0.09314149999734857 +0.852776294919087 8.237800675661236E-4 0.14639992501334695 +0.06515372890697782 0.9348109461291041 3.5324963918201506E-5 +0.285036401097851 0.7149364089088585 2.718999329054538E-5 +0.019252625046372523 0.9681175593532847 0.012629815600342834 +0.008290287920227454 0.010703947961950103 0.9810057641178225 +0.9982311765484732 0.0012504745737925925 5.183488777342831E-4 +0.06536595461688319 0.013720193276934361 0.9209138521061825 +0.5350739638586528 6.375897171009887E-4 0.46428844642424616 +0.001904865581402884 0.9978711894925729 2.2394492602413013E-4 +0.9989169030842769 2.5576915823030026E-4 8.273277574927124E-4 +0.9541298127619654 3.086153619027737E-4 0.04556157187613173 +0.1105687613766993 0.8804478148900676 0.008983423733233015 +0.6076741812978049 3.6443751695031454E-4 0.3919613811852448 +0.8967488585634544 0.01082200263396823 0.09242913880257736 +9.10357624445436E-4 0.2807442744036302 0.7183453679719243 +0.9146592277327714 3.222204610515987E-4 0.08501855180617703 +0.894851055843401 0.10184640714711946 0.003302537009479686 +5.650967308131424E-4 0.6979998615811893 0.30143504168799745 +0.03130089513748425 0.0036921868315067776 0.9650069180310089 +8.969867740813577E-4 0.9981291003377548 9.739128881639686E-4 +0.06120242869431752 1.7152577292696064E-4 0.9386260455327554 +4.745399733331465E-5 0.6639210106673195 0.33603153533534713 +0.004902780208334245 0.054761763446902076 0.9403354563447637 +0.3988107936124814 9.512451202798081E-4 0.6002379612672387 +5.510076475772374E-4 0.279707489092631 0.7197415032597918 +0.02695926387078292 0.015294110631442393 0.9577466254977747 +0.0020727178625611405 0.997545804132937 3.814780045018835E-4 +0.5429752198338411 2.2797619052172803E-5 0.4570019825471068 +0.9983927402791268 6.122275630315723E-4 9.950321578416417E-4 +0.4625312271992896 0.014150007119945594 0.5233187656807647 +0.04069861954267699 0.0025268117776437787 0.9567745686796792 +0.17399854914181376 0.8256541742923101 3.472765658761002E-4 +0.02467746857854568 0.00496931554471052 0.9703532158767437 +0.9978700247909292 4.3902447837003644E-4 0.0016909507307008007 +0.9148964142937376 0.0033909334863019753 0.08171265221996046 +0.966170821226987 0.03381379607694278 1.5382696070296996E-5 +0.9859012283099221 9.643775862539464E-4 0.013134394103824044 +0.004352896288017053 0.0987764543145493 0.8968706493974337 +0.5867639500003451 0.03262116840365038 0.3806148815960046 +0.0016736639542441571 0.01284065279812876 0.9854856832476271 +0.987839515608316 5.017343535554854E-6 0.012155467048148648 +0.049040662402827506 0.950448835143607 5.10502453565494E-4 +0.003974900509995254 0.9880782689250293 0.007946830564975619 +3.1983900622789975E-4 0.9494831605562083 0.050197000437563734 +0.9994259601436544 5.636856249842059E-5 5.176712938471519E-4 +0.24173909219521328 0.7578290438774182 4.3186392736853683E-4 +0.17211180502040974 0.61888357012295 0.20900462485664031 +0.9995207255616465 3.5535578273332945E-4 1.2391865562011168E-4 +0.015549562274936464 0.9786689964513346 0.005781441273728853 +0.9991155823868091 7.090477031199061E-4 1.7536991007102031E-4 +0.3737110147566732 0.42794511937503543 0.19834386586829134 +0.04855478008882301 0.9445811924028046 0.006864027508372417 +0.9801909489267874 8.278774191838505E-5 0.019726263331294375 +0.008363398496397355 0.11180021211735283 0.8798363893862498 +0.18102954753904202 0.8183767343255883 5.937181353696356E-4 +0.8071329454642507 0.19110329227898548 0.0017637622567637805 +0.24650554548003525 1.8874365265715142E-4 0.7533057108673077 +0.23001088344659398 0.7699628342559829 2.6282297423018417E-5 +0.014249311947935956 0.019401921305972274 0.9663487667460918 +0.9666020167884204 2.8669968150016265E-5 0.03336931324342974 +0.9678541892062944 0.03203634582808445 1.0946496562109053E-4 +0.001609064731221913 0.11021876815676458 0.8881721671120135 +0.999248632117926 1.7990080690560162E-4 5.714670751681997E-4 +0.8548769623921666 0.14510249160147126 2.05460063620739E-5 +0.06150330244437862 0.0035810300290121245 0.9349156675266093 +0.9990478783097266 5.632756126535759E-5 8.957941290081339E-4 +0.9916221761591341 1.006480571510683E-4 0.008277175783714836 +0.8796576497753131 1.762604954296132E-4 0.12016608972925717 +0.2942587354947313 0.2512166777831997 0.4545245867220689 +0.0038893926773705748 0.04415764470100379 0.9519529626216255 +0.9851636377464262 3.586600471567507E-4 0.01447770220641698 +0.9976118492457128 0.001946839182056486 4.413115722307422E-4 +0.013302529594044625 0.9863266762937553 3.7079411220017843E-4 +0.7633895924342733 0.007412714693621349 0.22919769287210554 +0.9824453720670764 1.7804541659782627E-4 0.017376582516325744 +0.9969517245371318 0.0025591998166904066 4.890756461776903E-4 +0.7250172025840331 0.006211423834994305 0.2687713735809726 +0.03327491296552594 0.03934429892249461 0.9273807881119795 +0.2169805519683607 0.7830170748146996 2.373216939760782E-6 +0.01236187715297652 0.9265753394822529 0.06106278336477058 +0.953255153533857 5.310552123339314E-4 0.04621379125380915 +0.9868617713516529 0.009998030765571854 0.0031401978827752105 +0.5880935886449392 0.4046771742923046 0.0072292370627562285 +0.9009681492212265 7.772080717216905E-4 0.09825464270705188 +0.022212786753313764 0.9406466057373555 0.03714060750933077 +0.025891164840246082 0.03241625666716408 0.9416925784925899 +0.3173065057531679 0.6826862523491942 7.241897637878053E-6 +0.532109963503944 0.062244660254171996 0.40564537624188396 +0.1783524772906981 0.7745389058955359 0.04710861681376603 +0.9906400454268631 0.009250609312219217 1.0934526091766585E-4 +7.494031067744598E-4 0.8074377391413666 0.19181285775185888 +0.016693320153014505 0.9355443984272088 0.047762281419776634 +0.9960275447205452 0.0037514772148722593 2.209780645825523E-4 +0.3955879631436077 9.935544344101362E-5 0.6043126814129512 +0.0051118358955151225 0.9910109787343909 0.003877185370094079 +0.9998790315792903 6.686226807700124E-5 5.410615263280816E-5 +0.9994629700806487 2.382121488733836E-4 2.988177704779045E-4 +0.9963130612530288 0.003007229701654986 6.797090453162667E-4 +0.9798912887100865 0.004591915597703455 0.015516795692210126 +0.210356769219313 0.43397360662391904 0.35566962415676806 +0.004231883103942905 0.9809416387242224 0.014826478171834755 +0.008529123053512989 0.9867788091233697 0.004692067823117363 +0.2886589594476975 0.6653916198104562 0.045949420741846214 +0.1394992013789615 0.02547192426156757 0.8350288743594709 +0.989435238700045 0.010504519645187746 6.024165476722393E-5 +0.11293965555249254 0.8859417154365584 0.0011186290109489495 +0.9963340799302415 2.9187369935925063E-4 0.003374046370399302 +0.9974292230122296 0.0013736885840128993 0.0011970884037575233 +0.010563057666991485 0.04560869095880863 0.9438282513741998 +0.004742140486166963 0.9684569179724366 0.026800941541396377 +0.8096917982097847 0.10784671597655032 0.08246148581366511 +0.9830937949862828 0.01666348235008189 2.4272266363528582E-4 +0.9986867261693528 0.0011683183330588856 1.4495549758828348E-4 +0.6988253149808183 0.30117387233264575 8.126865358562205E-7 +0.0061049849597805475 0.9565769297957305 0.037318085244488874 +0.010212807702295247 0.01691141268999635 0.9728757796077084 +0.8779359923645724 0.017068835722236754 0.1049951719131909 +0.989082164415731 4.884976334689718E-4 0.010429337950800048 +0.9969805019907013 0.0027305143618694544 2.8898364742913E-4 +0.0022592780178003194 0.3947687580727258 0.6029719639094739 +0.9986109747167438 1.0875552777400492E-4 0.0012802697554822988 +0.9998178145581816 8.619385811895952E-5 9.599158369939472E-5 +0.9991714157287915 1.8992115222825958E-4 6.386631189801772E-4 +0.035700971898476624 0.9640901143341297 2.0891376739364762E-4 +0.4454441612336999 0.5536038980556044 9.519407106957944E-4 +0.9918612490921147 0.0021564016512141226 0.005982349256671057 +0.9986643877063766 0.0013101679647791313 2.544432884413334E-5 +0.035003860879301886 0.9498064507195425 0.015189688401155567 +0.9948111397371492 4.1030278739091243E-4 0.004778557475459944 +0.9207188579241538 0.07889427735002517 3.868647258210419E-4 +0.9123478413909367 2.1996278693578683E-5 0.08763016233036958 +0.9671196915772834 0.032733448290309664 1.4686013240681006E-4 +0.0049288178019446915 0.9755946051989339 0.01947657699912144 +0.09016638988474839 0.9017380790486098 0.008095531066641888 +0.04703892606797827 0.002161180890889671 0.950799893041132 +0.001484760980941646 0.894972889403891 0.10354234961516735 +0.021615258817038522 0.9771584124388509 0.0012263287441104961 +0.9940283240493882 0.005804952180943619 1.667237696681107E-4 +0.8632735930822546 0.1352330880189351 0.0014933188988102545 +0.10970171746929358 0.002634850533760467 0.887663431996946 +9.367768804530428E-5 0.007500092204536833 0.9924062301074179 +0.041114727792070906 0.003755425332851883 0.9551298468750773 +0.009920889700948614 0.8147258286333492 0.1753532816657022 +0.9995169397220558 5.762943869859151E-5 4.254308392455221E-4 +0.9982177830768897 1.9642946320273807E-5 0.0017625739767901326 +0.7498612342701005 0.003295211919184502 0.24684355381071502 +0.061079095413515506 0.003363922623564186 0.9355569819629204 +0.9372466513200267 0.0019253183419777932 0.06082803033799543 +0.9516857911476236 4.157396560257288E-4 0.0478984691963507 +0.6662309726149179 0.29503111729206427 0.038737910093017656 +0.11370434976744227 0.008355863169437575 0.8779397870631203 +0.004787121123949891 0.9916179050258691 0.003594973850181015 +0.9996964214542002 2.902579222514084E-4 1.3320623548377226E-5 +0.0017659670920915698 0.17231944237858118 0.8259145905293273 +0.0053926580356583095 0.059196246328112066 0.9354110956362297 +0.9793830623289586 0.02034597805154382 2.7095961949751164E-4 +9.200503475044872E-4 0.09265890174456078 0.9064210479079348 +0.9973204389205614 0.0026647901049565523 1.4770974481960943E-5 +0.3813791859276179 0.6185878872544357 3.2926817946338966E-5 +7.439463375553062E-4 0.9884401132522984 0.010815940410146352 +0.9983914470753795 4.47015088447691E-6 0.0016040827737359947 +0.002645104244937152 0.04080942281719996 0.956545472937863 +0.003477085158320458 0.9916577630604062 0.004865151781273215 +8.524965540558891E-4 0.7575213543194987 0.24162614912644548 +0.10458838871811196 0.895405292285439 6.318996449256959E-6 +0.3477991838255497 0.6521722163494186 2.859982503171776E-5 +0.9890746802710565 0.010640307020089106 2.8501270885452045E-4 +0.050482913719208086 0.9405380880197279 0.008978998261063962 +0.9308276093787733 0.06912288784244748 4.950277877923077E-5 +0.9987794981305017 8.028496129610538E-4 4.176522565373533E-4 +0.9947015739080037 1.230113489596616E-4 0.005175414743036631 +0.3838358732677217 0.6148888716505525 0.0012752550817257248 +0.008198443358283519 0.015311242879960963 0.9764903137617555 +0.9996683742081017 4.762714986026712E-5 2.8399864203793544E-4 +0.9956173745437206 6.778071499067917E-4 0.0037048183063725787 +0.01569092003791904 0.11738274205890924 0.8669263379031716 +0.049772605939534996 0.08529740299561259 0.8649299910648525 +0.989958037404056 0.010028081479129878 1.3881116814140285E-5 +0.0035490047387474865 0.9663568110613695 0.03009418419988296 +1.1768616271751013E-4 0.5153378993294967 0.48454441450778585 +0.12208329962468152 0.003245259928363868 0.8746714404469546 +0.06907239840234874 0.006725974963417859 0.9242016266342334 +0.9528133231762124 0.00519156153542367 0.04199511528836399 +0.9880734473623387 0.001298433592877992 0.010628119044783321 +0.001223615535734534 0.9496832637319023 0.04909312073236328 +0.989094034141342 0.00966570388008595 0.0012402619785720236 +0.9331832081711866 1.1034853777603065E-4 0.06670644329103728 +0.001492826892228471 0.9951017074611499 0.003405465646621529 +0.980248866155912 2.621516378655704E-5 0.01972491868030142 +0.9997471966468345 9.45428605736784E-5 1.582604925919025E-4 +0.009808720311272268 9.774105755096414E-4 0.9892138691132182 +0.999460850880849 3.5542769153768216E-4 1.8372142761326083E-4 +0.9820758516868761 0.012562255742669875 0.0053618925704540295 +0.3320937274847496 0.6678291535270162 7.711898823422991E-5 +0.9989615425792562 1.1874550100342966E-4 9.197119197404488E-4 +0.9954987673823832 1.282873067589195E-4 0.004372945310857959 +0.9885095657153036 0.003673193693518732 0.007817240591177829 +0.11445396237224247 0.027875097755921938 0.8576709398718355 +0.9977040930295021 0.0020472568426794925 2.4865012781848773E-4 +0.9815552624164819 0.018377077498169556 6.76600853486075E-5 +0.8541271129423924 0.14584081921264996 3.2067844957563766E-5 +0.07178998581472511 1.3534088306233925E-4 0.9280746733022126 +9.79651143930376E-4 0.8929093299226025 0.10611101893346707 +0.4625723238403568 0.06974618696674857 0.4676814891928947 +0.9959929462888074 0.0039013529877798916 1.057007234125932E-4 +0.09924054787398982 4.181466353044893E-4 0.9003413054907057 +0.003008832416087607 0.015447131047156023 0.9815440365367564 +0.9978526316539927 0.001420687866376763 7.266804796305152E-4 +0.00632298922552516 0.2943211794842584 0.6993558312902165 +0.901045288840227 0.012572801318541878 0.08638190984123105 +0.9009826961675963 8.916925402948071E-4 0.09812561129210892 +0.3137277020220883 0.6859810691357601 2.912288421515629E-4 +0.4955884129356169 0.027259106644145124 0.47715248042023806 +0.9996196700594114 3.103043965958081E-4 7.002554399277787E-5 +0.1873211873267157 0.8126768157531816 1.9969201025465384E-6 +0.03327491296552594 0.03934429892249461 0.9273807881119795 +0.2430023855450434 0.04727007218441078 0.7097275422705458 +0.039964220558111496 0.005286115309121856 0.9547496641327667 +0.18102954753904202 0.8183767343255883 5.937181353696356E-4 +0.11888073003204334 2.4197862658950948E-4 0.8808772913413673 +0.9960893557557529 0.0014433312936182165 0.0024673129506289355 +0.005807823687077846 0.9261045324950345 0.06808764381788769 +0.8914351758674133 0.10849471261507805 7.01115175087496E-5 +0.08472708740872786 2.7724728244479146E-4 0.9149956653088275 +0.002004689477937958 0.990945860581637 0.007049449940425081 +0.9914996093630927 0.0030523721175316344 0.005448018519375691 +0.008114356600256412 0.7995655470118265 0.19232009638791697 +0.004151907033346948 0.6547335270395321 0.3411145659271209 +0.2943523721234948 0.7056380055972754 9.62227922976485E-6 +9.351854316171457E-4 0.376510186311902 0.622554628256481 +0.029863669854811575 8.314445092335584E-4 0.969304885635955 +0.18546573101173225 4.898744086946254E-4 0.8140443945795731 +0.9859812869899677 0.013515795316341464 5.029176936907999E-4 +0.9311451812870007 0.0684863851914803 3.684335215190821E-4 +0.5149914912492407 0.48500822448707887 2.842636804877223E-7 +0.9985720544147214 0.001336292416427543 9.165316885104855E-5 +0.24650554548003525 1.8874365265715142E-4 0.7533057108673077 +0.9296782540321549 0.010175562239782669 0.06014618372806248 +0.016693320153014505 0.9355443984272088 0.047762281419776634 +0.9976674560918675 0.001064040869062756 0.0012685030390697074 +0.9297879977607524 0.03296245627076764 0.03724954596847992 +0.6985694036241932 0.2417093754935968 0.05972122088220999 +0.014358911735009165 0.966843034961462 0.018798053303528826 +0.6104683668066019 0.37345847574461843 0.016073157448779806 +0.1052513325319898 0.00142013265368277 0.8933285348143273 +0.7507617885024791 5.030560191544239E-4 0.24873515547836647 +0.9584523548447461 0.03843532250652479 0.0031123226487290673 +0.01004468786321269 0.002839730353013343 0.9871155817837739 +0.9793168790832827 1.1702442277899616E-4 0.02056609649393825 +0.996354089000995 7.488220428996678E-4 0.0028970889561053515 +6.705653545975197E-4 0.9912249596085556 0.00810447503684688 +0.37027800698868873 0.6296556536611649 6.63393501463105E-5 +0.22292599766457316 0.7770690225053021 4.979830124563497E-6 +0.14727514859265523 0.8526407753074086 8.407609993620086E-5 +2.3914580157193615E-4 0.5127129565502704 0.4870478976481577 +0.2939242154765405 0.04341681924939131 0.6626589652740681 +0.9465265747522396 0.053471125757168635 2.299490591780826E-6 +4.1757182797180477E-4 0.9836747674466021 0.015907660725426053 +0.999140497925853 8.220286452562113E-4 3.747342889077973E-5 +0.0014932019038274152 0.9718731339361246 0.026633664160048014 +0.022265066234807573 0.9250692680483517 0.05266566571684072 +0.9841354357654248 0.010811358437793368 0.005053205796781771 +0.013499974841685298 0.037962015836801276 0.9485380093215134 +0.9988795603142464 1.811410475221193E-5 0.00110232558100143 +0.9552573384358735 0.002177771070934975 0.042564890493191676 +0.01583197000372516 0.012514505102865834 0.9716535248934091 +0.01961152037312124 0.652890762384327 0.3274977172425517 +0.003974900509995254 0.9880782689250293 0.007946830564975619 +0.9774194078992674 7.688909448552978E-6 0.022572903191283984 +0.9973452182847433 2.0024816904219942E-5 0.0026347568983524504 +0.9228604406319022 0.07713850811472941 1.0512533685083922E-6 +0.997234787358216 1.6957264348867778E-4 0.0025956399982953213 +0.9895435823808714 0.0022361533873553837 0.008220264231773258 +0.8096560068755945 1.9983994943608224E-4 0.19014415317496935 +0.21748800042285305 0.7824360895904315 7.590998671543773E-5 +0.0013677587130499877 0.9363163675707821 0.062315873716167876 +0.9999113342741337 5.690294987124809E-5 3.1762775995008185E-5 +0.9529140638065443 0.04708357486485526 2.3613286004558047E-6 +0.9442055107965623 9.134317790179908E-5 0.0557031460255358 +0.004308493950975817 0.9591231626723197 0.03656834337670453 +0.9831595074867104 1.0468857953106856E-4 0.01673580393375849 +0.9967090506470985 4.0551366615435204E-4 0.0028854356867472337 +0.9986517616379227 3.880313201778972E-4 9.60207041899435E-4 +2.044332836134284E-4 0.3511968848828634 0.6485986818335232 +0.9878299484834598 0.0121621939174712 7.85759906895649E-6 +0.7049250043589165 0.006077031753025603 0.288997963888058 +0.9375528178103777 0.062372369531095484 7.481265852686748E-5 +0.011410421060806109 0.9420202856196808 0.046569293319513164 +0.016326534779295507 2.3009006926369776E-4 0.9834433751514408 +0.08276473353522855 0.10314755707211808 0.8140877093926534 +0.9922629952306721 0.00390477841478834 0.003832226354539546 +0.08695539125636637 7.655939067523535E-4 0.9122790148368813 +0.9895455159228957 0.010451517834049033 2.9662430552936575E-6 +0.7703788262366391 0.2226181215765964 0.007003052186764409 +0.6301579831794986 3.207899437682467E-5 0.3698099378261247 +0.997704306582401 3.5913523561557105E-5 0.002259779894037451 +0.055743228039844155 0.01103596712212066 0.9332208048380352 +0.8029410288009815 0.022171895724853563 0.17488707547416502 +0.9893783378247606 0.010601491539181789 2.017063605746806E-5 +0.9229634948591305 7.294914759049954E-4 0.07630701366496448 +0.8195122970990755 0.05905562196531027 0.1214320809356144 +0.11651403094519674 0.0019099575491058225 0.8815760115056973 +0.018894909461675144 0.9808209666142604 2.841239240644323E-4 +0.9979215774201937 0.0014501900635885143 6.282325162176822E-4 +0.9965911320811998 2.046974730403955E-4 0.003204170445759865 +0.008517150385540375 0.038051809189043245 0.9534310404254164 +0.02399167853192757 0.07684558397401646 0.899162737494056 +0.9957825345070354 0.0016586941000287067 0.0025587713929359416 +0.033067407882159706 0.9048860298773561 0.06204656224048426 +0.8891769388465716 0.011464273620251503 0.09935878753317703 +0.09991622694174172 0.004614846592810173 0.8954689264654482 +0.698673895358476 0.3013181795605225 7.925081001460296E-6 +0.0012650947031890329 0.06704943497489513 0.9316854703219157 +0.9895298971929921 2.958949154409725E-5 0.010440513315463869 +0.9847099967504731 0.011153775388627935 0.004136227860898891 +0.020021578940283054 0.9771381841901374 0.002840236869579583 +0.8868723254098467 0.04810747595396974 0.06502019863618343 +0.9449602894431802 5.433745310535619E-4 0.05449633602576612 +0.967994743540538 0.009048657272870773 0.022956599186591015 +0.0037912162101586123 0.021963914982826075 0.9742448688070153 +0.06028314168639941 0.936715891264569 0.003000967049031587 +0.0023999157256221412 0.2788288686089518 0.7187712156654261 +0.9944474650314358 0.005552042937958256 4.920306060543999E-7 +6.040804799642661E-4 0.9808961829161923 0.018499736603843416 +0.139913407467607 0.8532798193523755 0.006806773180017575 +0.03519511064090431 0.9646548343355018 1.5005502359404952E-4 +0.9836704742969704 0.016208742147676758 1.2078355535300825E-4 +6.887901299847449E-4 0.19566062187132277 0.8036505879986925 +0.9998218942924199 1.601051808419452E-4 1.8000526737964803E-5 +0.006943211402966439 0.044201309872547896 0.9488554787244857 +0.004408949190601242 0.890451467786051 0.1051395830233478 +0.0017449061211134277 0.9715465612305104 0.026708532648376044 +0.6795005187566545 0.002288538805083899 0.31821094243826165 +0.013957263972087613 0.9846920387462074 0.0013506972817049355 +0.9905000566139643 0.002151989881724674 0.007347953504310991 +0.013306378268089137 0.986526309457978 1.6731227393286942E-4 +0.013302382478798844 0.887296109790991 0.09940150773020996 +0.9860278846249492 0.012761197812780423 0.0012109175622703316 +0.0029997132082087417 0.9944174252843262 0.0025828615074650818 +0.9998882971271146 6.96808811115786E-5 4.2021991773953994E-5 +0.034228132897931016 0.9647303344007071 0.001041532701361724 +1.640464949171301E-4 0.9754357182015061 0.024400235303576746 +0.9999548761369478 1.525218832259725E-5 2.9871674729726788E-5 +0.9964538010354237 0.001354518932958485 0.00219168003161778 +0.032593126500798986 0.9670057109205402 4.011625786606922E-4 +0.9973193410753929 0.0018560900637541536 8.245688608529016E-4 +0.042786948693712586 0.03793737308434948 0.919275678221938 +0.29850970650104947 1.1688655253592105E-4 0.7013734069464147 +0.03505435239364742 7.246611367322683E-4 0.9642209864696203 +6.696741615080854E-4 0.9854892154502338 0.013841110388258155 +0.9931697434142047 0.006023385030674871 8.068715551205354E-4 +0.9928982105894618 0.005471292257392423 0.001630497153145754 +0.48884514252475303 9.189766977671756E-5 0.5110629598054703 +0.9953787481120274 0.004569106961659566 5.214492631311781E-5 +0.9616491265814169 8.70067050286112E-4 0.03748080636829702 +0.9983880596008058 8.282956132789966E-4 7.836447859152417E-4 +0.9911545322849203 8.181059601368063E-5 0.008763657119066064 +0.002725360584250086 0.05816132323203955 0.9391133161837103 +0.9976999535475404 0.002170227236177638 1.2981921628189638E-4 +0.9892687054611438 0.009989563809269133 7.417307295870823E-4 +0.6589320983388967 1.412125055941549E-5 0.34105378041054385 +0.01657647912651056 0.015523943908240705 0.9678995769652488 +0.991010601605862 0.008602554168793257 3.8684422534496807E-4 +8.58937640716203E-4 0.9764909954283045 0.022650066930979356 +0.0035490047387474865 0.9663568110613695 0.03009418419988296 +0.07178998581472511 1.3534088306233925E-4 0.9280746733022126 +0.7934727518611016 0.2061295327353836 3.977154035148508E-4 +7.991607212931686E-4 0.9989304988364986 2.7034044220816884E-4 +0.0014924624798229199 0.9282417633414712 0.07026577417870593 +0.006526445339203777 0.7872350419399458 0.20623851272085056 +1.6555447628584656E-4 0.1595834397216099 0.8402510058021043 +0.9870673179072337 0.004537373072404495 0.008395309020361877 +0.7435997270629839 7.503638653403754E-4 0.2556499090716757 +0.989690680055111 0.010211016308940694 9.830363594838913E-5 +0.06266782918013852 0.9347622135651015 0.00256995725475997 +0.9599709490284476 0.03999727321811058 3.1777753441789655E-5 +0.08715316894590039 0.6570998528113526 0.25574697824274706 +0.9948781059731228 6.805934217655654E-4 0.004441300605111605 +0.03349081546472309 9.863627911485529E-4 0.9655228217441283 +0.8439890121073136 0.03494652913544741 0.12106445875723897 +0.9326721043414795 0.010326333038021178 0.05700156262049931 +0.997856211007674 0.0017244724318240625 4.193165605021234E-4 +0.006654722617698923 0.9813738990131184 0.011971378369182618 +7.155230883622592E-4 0.9499166612354484 0.049367815676189385 +0.1089196234870705 0.8905643603039861 5.160162089434108E-4 +0.9989303644568425 1.0066399380255721E-4 9.689715493551181E-4 +0.9993292520404973 6.354249890979443E-4 3.532297040491238E-5 +0.9974163769998355 0.0025584355704724795 2.51874296921E-5 +0.07087980196059396 8.742026666967685E-4 0.9282459953727094 +0.014593081782754964 0.0049965345341734775 0.9804103836830714 +0.08781072907237192 0.0014315345993571342 0.9107577363282708 +0.4334607933144884 0.5591752216402465 0.007363985045265186 +0.01784724677154408 0.018531513796176197 0.9636212394322797 +0.011352469428987728 0.08620137393448737 0.9024461566365249 +0.01817558528597922 0.9757149591180073 0.0061094555960134285 +0.0025969441912679723 0.015274339211618165 0.9821287165971138 +0.9797983325667199 0.010943376770703565 0.0092582906625766 +0.9938598785065056 2.849662150754055E-4 0.005855155278419093 +0.9278334680540591 8.645974815520772E-4 0.0713019344643888 +0.10278423311835717 8.320965297005079E-4 0.8963836703519422 +0.87980003336145 0.11669647852686954 0.0035034881116803593 +0.9728770580307908 1.1437641408477648E-5 0.02711150432780083 +0.45975750849637675 0.0012263629515837815 0.5390161285520395 +0.8881785738657032 0.11051545835032775 0.0013059677839690686 +0.9928720041421888 1.770732581479943E-4 0.006950922599663331 +0.8209429374459046 0.17905632633480711 7.362192882351716E-7 +0.9990629786002881 4.730474596036262E-4 4.639739401082079E-4 +0.9976476870271762 7.663931398638826E-4 0.0015859198329599648 +0.051409225249217046 0.9485357055921252 5.506915865774391E-5 +0.9987655630703466 1.2351910486296008E-4 0.0011109178247905582 +0.001076132829188934 0.9859312920807416 0.012992575090069545 +0.9960663575595263 4.2744040954404485E-4 0.003506202030929662 +0.9934535010938362 0.006014550800240667 5.319481059230617E-4 +0.8619539231391952 0.0213180656748705 0.11672801118593439 +0.9833233506104484 0.016549254610369702 1.2739477918186754E-4 +0.0025747903491348816 0.1091698484414289 0.8882553612094363 +0.9997392998146942 2.59430762574136E-4 1.2694227316588422E-6 +0.00406434410458478 0.8022120356570707 0.19372362023834444 +0.002855995339679447 0.01978711324859265 0.9773568914117279 +0.021703758301779928 0.9675582439851599 0.010737997713060181 +0.9996024947258959 3.855768302966262E-4 1.1928443807491843E-5 +0.0020264045343086233 0.9952947114242114 0.0026788840414799326 +0.9970877146338896 6.603556739298409E-4 0.0022519296921806745 +0.11475812774478997 0.005396914156334126 0.8798449580988758 +0.9968345519153241 0.0017360656328051936 0.0014293824518706079 +0.007098538282689425 0.013353824460079074 0.9795476372572315 +0.9749550465316422 0.02453026954179185 5.146839265658841E-4 +0.9978979328494286 2.17071953349921E-4 0.0018849951972214599 +0.006078671936947059 0.9899268394379819 0.003994488625071051 +0.9869898814159973 0.001781238014924767 0.011228880569077955 +0.9954254591222114 1.7886086453516964E-4 0.004395680013253552 +0.03131568428032889 1.0951037276130777E-4 0.9685748053469098 +0.1397716511464325 0.8601920476148953 3.630123867217645E-5 +0.30041148923758537 0.0048697733343373625 0.6947187374280774 +0.4583876583112577 8.420758747088358E-6 0.5416039209299952 +0.9014240880675823 0.09840567711736063 1.7023481505711415E-4 +1.5438524460750617E-4 0.8379258889266864 0.16191972582870606 +0.9954695056102563 0.004266554802562361 2.639395871813197E-4 +6.875581862100425E-4 0.9693564453707805 0.029955996443009503 +0.7708389860951185 1.9315369732833334E-4 0.22896786020755308 +0.43023755329960167 7.444236232245179E-5 0.5696880043380758 +0.9986916332901357 1.5514103313409315E-4 0.0011532256767301586 +0.042786948693712586 0.03793737308434948 0.919275678221938 +0.0588656841761902 0.9109729586160042 0.03016135720780559 +0.9974704405438353 0.0023137305823058775 2.1582887385886127E-4 +0.9692154065845412 0.03052936695925651 2.5522645620232423E-4 +0.005065818133803085 0.31549857194029046 0.6794356099259065 +0.9941227559757929 0.004901155984970769 9.76088039236349E-4 +0.9995984050225162 2.8897393981670437E-4 1.1262103766710479E-4 +0.9995380436545204 1.571470516798874E-4 3.048092937997831E-4 +0.9151401511496426 0.08448360872505356 3.7624012530373675E-4 +0.001412805874901045 0.025871791175241465 0.9727154029498575 +2.2718726442087864E-4 0.86254666101413 0.13722615172144906 +0.9120074730459542 0.08795139472904587 4.113222499992471E-5 +0.9987213591834516 1.1266969744705387E-4 0.0011659711191013486 +2.430322344348888E-4 0.6116208057243361 0.388136162041229 +0.9794304425580508 0.01836622876928605 0.00220332867266311 +0.8564678821500523 0.13214000967184217 0.011392108178105627 +0.04733225223138731 0.8064342289363702 0.14623351883224261 +0.3717569068352471 0.0011112840628129824 0.62713180910194 +0.08507430953642618 0.9148856697037397 4.0020759834261285E-5 +0.993927881238141 0.005176441629624467 8.956771322344403E-4 +0.057185985187212594 0.009662312068240121 0.9331517027445473 +0.9985417690381089 2.786383817089573E-4 0.0011795925801822262 +5.320568578506752E-4 0.7713682946838216 0.22809964845832764 +0.9987294031216944 0.0011816278823933788 8.896899591226297E-5 +0.05665141933593725 6.10518876445374E-6 0.9433424754752984 +0.06481044276198628 0.0015029917326472647 0.9336865655053663 +0.8357313538203067 3.5406566743250795E-4 0.1639145805122607 +0.426065596521443 0.021026309206180177 0.552908094272377 +0.03327491296552594 0.03934429892249461 0.9273807881119795 +0.9228288422449578 0.0013557371996545825 0.07581542055538772 +0.454959131110018 0.5252776951564769 0.0197631737335051 +0.577041146494063 2.3363899106674675E-4 0.42272521451487016 +6.887901299847449E-4 0.19566062187132277 0.8036505879986925 +0.0027486559278263266 0.010975624764692308 0.9862757193074814 +0.9985503221429117 9.721922278358626E-4 4.7748562925239155E-4 +0.015506171972779871 0.06557098185124938 0.9189228461759708 +0.9853293950101397 2.731547538292272E-4 0.014397450236031086 +0.9993400743621514 6.272222903301802E-4 3.270334751834242E-5 +0.7467467909492731 1.6419496462674867E-4 0.25308901408610013 +0.996793087147712 4.013925810180045E-5 0.003166773594186353 +7.992094621330833E-4 0.7164650528824678 0.28273573765539917 +0.7243090554958569 0.2756808942572176 1.0050246925450842E-5 +0.001492804395991061 0.9801038473631005 0.01840334824090841 +0.9991912554654011 2.6544946983116457E-5 7.82199587615831E-4 +0.4876797826183561 0.512308100637052 1.2116744591891793E-5 +0.996450045256554 0.0017203017971093816 0.0018296529463365967 +0.9926213112509412 0.0017040941169796586 0.005674594632079188 +0.02479702491726861 0.002727208667337084 0.9724757664153942 +0.05850499773467662 3.567846088580354E-6 0.9414914344192348 +0.02402374295454263 0.9750219014250899 9.543556203675033E-4 +0.047360198927931 0.9385727595955579 0.014067041476511047 +0.018609647539321966 0.07863247349918864 0.9027578789614894 +0.9124594933859584 2.6986514182062913E-5 0.08751352009985942 +0.993745260540085 0.006246225567217425 8.513892697465943E-6 +7.310896666705326E-4 0.25258128485208936 0.74668762548124 +0.10729312909505917 0.8901943297415732 0.00251254116336758 +0.03826748999105463 0.0030047527643141695 0.9587277572446312 +0.9950257783450328 6.40823780552586E-4 0.004333397874414665 +0.8115523462381743 0.0038109561660824515 0.1846366975957434 +0.5882698706453138 0.41172758589916547 2.543455520678254E-6 +0.9992560445412866 5.28910266032039E-4 2.150451926815602E-4 +0.9969354420926669 0.0023807333982208026 6.838245091123548E-4 +0.02795114562223377 0.011930626576577629 0.9601182278011886 +0.9933758575755509 0.0035338586170854296 0.0030902838073636123 +0.061981346720810404 0.9378461511263866 1.7250215280292743E-4 +0.9977448426393112 5.345102567121155E-4 0.0017206471039765464 +0.5872830207729153 0.3766350655427624 0.03608191368432219 +0.9927076965358086 0.0071499166219078794 1.4238684228352712E-4 +0.4811336365844015 0.5188657792869591 5.841286394606161E-7 +0.992904496181024 0.002410950779099956 0.004684553039875972 +0.15057386399773298 0.8478536423316276 0.0015724936706393489 +0.9902806409668649 0.009332965590265906 3.863934428692402E-4 +8.20402847273011E-4 0.983253477396649 0.015926119756077897 +0.9984162357144911 3.928297649728198E-6 0.0015798359878591859 +0.9955067430919649 8.462998584049076E-4 0.0036469570496303217 +0.04510644412270418 0.9548473062577754 4.6249619520466486E-5 +0.9993598089725974 4.6804744985112974E-4 1.7214357755142304E-4 +0.005119590130704445 0.9909184034543763 0.003962006414919161 +0.9577994340125735 0.030314792818612504 0.011885773168813988 +0.9831091078848899 0.003189155783428276 0.013701736331681778 +0.008290287920227454 0.010703947961950103 0.9810057641178225 +0.13255907410830498 3.2781078824801503E-4 0.8671131151034469 +0.8254962627262564 0.17256358045807677 0.0019401568156669163 +0.9931451883673588 0.0014461477238400234 0.0054086639088012775 +0.9903498632026797 0.009114678397982006 5.35458399338352E-4 +0.999161650660097 7.743991833779955E-4 6.395015652499947E-5 +0.7073251988054394 0.28914189896394776 0.0035329022306127946 +0.03519511064090431 0.9646548343355018 1.5005502359404952E-4 +0.6070946587380659 3.4450370111053765E-4 0.3925608375608235 +0.9743091444416989 0.022942887789996164 0.0027479677683048967 +0.9875756761436127 0.00807389110792883 0.0043504327484583894 +0.02654604121822605 0.3872258885167295 0.5862280702650444 +0.1430733791688799 0.8567763969492888 1.5022388183134482E-4 +0.5802432474587916 0.41975453465237983 2.217888828400642E-6 +0.9762316064592913 0.015170843626243987 0.00859754991446476 +0.05556186197409271 0.002779432551148384 0.9416587054747589 +0.9922355991144896 1.1746746413164754E-4 0.007646933421378869 +0.9992038258986726 5.746743252476469E-4 2.2149977607973677E-4 +0.0026048286877966894 0.6458706323627835 0.3515245389494199 +0.9923496948075682 9.931168066679374E-6 0.007640374024365153 +0.0062308463710055405 0.005128843068169093 0.9886403105608254 +0.17031921075010198 0.0017826103576019426 0.827898178892296 +0.9993737883738436 1.5059842512456025E-4 4.7561320103183517E-4 +0.567768128926135 7.854541036946431E-4 0.4314464169701703 +0.006581981016597273 0.990134144447488 0.0032838745359147284 +0.8359357872114567 0.16405275986407208 1.1452924471217386E-5 +0.9994743085317874 6.205824373997192E-6 5.194856438386391E-4 +0.9998279151986683 1.1878537962094671E-5 1.6020626336951115E-4 +0.8237585972652388 8.77762037231724E-6 0.1762326251143889 +0.015906377342411748 0.9816649089960942 0.0024287136614941276 +0.0021791460027864025 0.9612137700070483 0.03660708399016532 +0.9616239802527418 0.038202092117606765 1.7392762965126227E-4 +0.9989684296147605 5.939629059133934E-4 4.376074793261757E-4 +0.0013899467065310591 0.6649740146372849 0.3336360386561841 +0.9649936112802893 0.03470492845513546 3.0146026457526765E-4 +0.9865942226044265 0.010473662398982167 0.0029321149965913272 +0.5054406267262259 0.0028434200696476116 0.4917159532041265 +0.635008117380416 3.368851745762904E-5 0.3649581941021264 +0.9913539469112759 0.003931828855830729 0.00471422423289332 +0.9950670529216603 0.0030424322156561946 0.0018905148626835655 +0.11160316142337776 8.113804375990678E-5 0.8883157005328624 +0.9639915534782229 0.03253634852798456 0.0034720979937926198 +0.9987016011637316 2.0464953109475967E-4 0.0010937493051737085 +0.45271881074740966 2.690061179260861E-4 0.5470121831346642 +0.9972997895335215 0.0022583735890883048 4.418368773902949E-4 +0.9893807031019317 0.007563467902402209 0.003055828995666164 +0.9911818107277864 2.484464583412454E-4 0.008569742813872216 +0.18391132921365058 0.5226427728983691 0.29344589788798026 +0.9955217845770188 0.004408544369493181 6.967105348794055E-5 +0.011212645552344056 0.019474007820390788 0.9693133466272651 +0.9996245710774971 1.1118508200555273E-4 2.6424384049731145E-4 +0.3626124120975355 1.0555754054846935E-4 0.637282030361916 +0.05307849247086812 0.9462044626447881 7.170448843438476E-4 +0.8548546595568035 3.158164093152392E-5 0.1451137588022649 +0.011477348729513873 0.9880984040522426 4.242472182435528E-4 +0.049705383876731575 1.3651951792468652E-4 0.9501580966053438 +0.9951817221820293 8.487190459296097E-5 0.004733405913377733 +0.9997406283754352 2.3161612036443836E-4 2.7755504200226534E-5 +0.9297333175103363 1.091329110807663E-5 0.07025576919855568 +0.9687859858377059 0.01539334196225478 0.015820672200039226 +0.982696492613627 1.715065112642306E-4 0.017132000875108633 +0.9797449148958043 0.020017733462713898 2.373516414818445E-4 +0.16454259052089473 0.0034120336134938656 0.8320453758656113 +0.030785135860576206 0.9677349373213572 0.0014799268180666278 +0.9913763147643841 2.4952507602996522E-5 0.008598732728012867 +0.039177946556846456 0.6115986179265916 0.349223435516562 +0.9057570868145759 0.09410250362540787 1.4040956001617425E-4 +0.004057676623653934 0.003218916240871238 0.9927234071354748 +0.006083682929077884 0.030279028056472708 0.9636372890144496 +0.001912084414592219 0.04508131570232704 0.9530065998830807 +0.9991978072787568 8.007031687546974E-4 1.4895524883663893E-6 +0.9164368819385839 0.07695823873949162 0.006604879321924611 +0.8950854429990357 2.1181505705935688E-4 0.10470274194390493 +0.9980794009001065 1.3376613380498427E-4 0.0017868329660885665 +0.9944171191570846 0.002298016218753248 0.003284864624162201 +0.009872766601887116 0.02047988517391927 0.9696473482241936 +0.5971260238482803 0.03431465897012394 0.3685593171815958 +0.06899422844908426 0.9308579596547766 1.478118961392667E-4 +0.21209523362747187 0.7876090407073473 2.95725665180759E-4 +0.0021748618967630563 0.9365964169450893 0.0612287211581475 +0.955826303831671 0.0440722386426548 1.0145752567422203E-4 +0.0014610253605144908 0.7906578086856471 0.20788116595383843 +0.996817284366777 0.0010077628500997906 0.0021749527831232854 +0.9990946036372206 8.932679257377014E-4 1.2128437041663935E-5 +0.9997369401906828 7.111760880119105E-5 1.919422005159925E-4 +0.9987994908929617 3.0176534982854467E-4 8.987437572097843E-4 +0.005804031177225792 0.9930802700931998 0.0011156987295744692 +0.9903025364111182 0.0033175347349930426 0.006379928853888772 +0.9831622107682928 0.011919756067157457 0.004918033164549705 +0.03197121300232972 0.002206223218970142 0.9658225637787001 +0.9976512642007777 0.0021700967315159466 1.7863906770642973E-4 +0.9990199809208289 1.025008497600796E-5 9.697689941950442E-4 +0.6170305864885487 0.0015507168724273762 0.3814186966390241 +9.491345229296648E-4 0.9628222690453591 0.03622859643171124 +0.9998311580956649 2.8329083240400235E-5 1.4051282109467953E-4 +0.9883580775927654 0.007391071923265808 0.004250850483968841 +0.00565088095576678 0.8947778709659482 0.09957124807828502 +0.042786948693712586 0.03793737308434948 0.919275678221938 +0.10627212494438219 0.0013438170019374337 0.8923840580536804 +0.6928415945782676 1.8349168104730892E-4 0.30697491374068525 +0.9686388867868992 0.03114224611124942 2.1886710185134624E-4 +0.011561850193761904 0.9842973146334849 0.004140835172753143 +0.9956417270442856 6.867375044820535E-5 0.004289599205266246 +0.02949049599032194 0.04641509106452297 0.924094412945155 +0.27739925298352625 0.43345166821084585 0.2891490788056279 +0.007907192208021 0.1252662865540408 0.8668265212379382 +0.3383138791973899 0.6616306665213222 5.545428128795188E-5 +0.018239923597336706 0.8903071301399194 0.0914529462627439 +0.016941693322496485 0.9817735266104893 0.0012847800670142367 +0.07918151397508717 0.8522884946249184 0.06852999139999451 +0.9897155016076197 0.010141861559350275 1.4263683303020067E-4 +0.995042502365266 0.0026020382732178074 0.0023554593615161845 +0.8866582983110632 0.08291769274971773 0.030424008939219 +0.6625608671128166 0.32114716614327443 0.0162919667439089 +0.002767439404772983 0.6625503568685617 0.33468220372666535 +0.03613762932229958 0.002361079347579369 0.961501291330121 +0.19406033188224545 0.7920845591072725 0.013855109010481996 +0.9981062539153559 2.835277209016492E-5 0.0018653933125538631 +0.9803034797601283 9.786784772296962E-6 0.019686733455099303 +1.9545748354784977E-4 0.8316491141499519 0.16815542836650024 +0.972435936982494 0.0033155231733280645 0.02424853984417787 +0.995137969298609 0.004690592267395167 1.7143843399571973E-4 +0.8070519580448118 5.8241783078257295E-6 0.1929422177768804 +0.15378419211499 2.1560845529830776E-4 0.8460001994297116 +0.22073614512043932 0.004636533061475329 0.7746273218180855 +0.9519205581057235 0.04788212161569689 1.9732027857955912E-4 +0.9872831210572849 2.3455001250750006E-4 0.012482328930207745 +0.10496714055238936 0.1996222445644296 0.695410614883181 +0.9894601979689016 0.009979360401093318 5.604416300051589E-4 +0.014953739511957952 0.9828808110002819 0.0021654494877600627 +0.049070225961298064 0.019182956354720417 0.9317468176839815 +0.04154883090179728 4.2674103106713515E-4 0.9580244280671356 +0.0017449061211134277 0.9715465612305104 0.026708532648376044 +0.05627768061505676 7.476559381161447E-4 0.942974663446827 +0.9976643472021928 0.0010435417737428602 0.0012921110240642813 +0.04305911277936409 6.106250978966125E-4 0.9563302621227393 +0.14815284302648205 0.03439921586106171 0.8174479411124562 +0.980009061307647 0.0012983720366035842 0.018692566655749594 +0.7260017485610282 0.2715822708542228 0.002415980584749118 +0.8922648774737282 0.02127340606075951 0.08646171646551232 +0.10562138931394932 0.0013550058043925086 0.8930236048816582 +0.461782019298931 9.744959136698162E-5 0.5381205311097021 +2.4650048137422653E-5 0.6079459056606219 0.3920294442912406 +0.38786911982144945 2.420415565952613E-4 0.6118888386219552 +0.97224856140262 0.025505270452559264 0.0022461681448207875 +0.10686347823849376 0.005913132918188328 0.8872233888433179 +0.7958736587319312 0.07107669766569055 0.1330496436023784 +0.0022129554667270133 0.1190833310285535 0.8787037135047194 +0.9956763208371626 0.0016741189449125326 0.0026495602179248978 +6.564515315516838E-4 0.9985125585714999 8.309898969484162E-4 +0.02214693616990222 0.9775312802289563 3.217836011414978E-4 +0.11452260864736717 0.8844038898897824 0.0010735014628505003 +0.0688709252733903 0.9308990625461013 2.3001218050822887E-4 +0.2080171633560609 2.13625855361758E-4 0.7917692107885772 +0.9996632659777409 3.309314501465625E-4 5.802572112450297E-6 +0.002749899401627208 0.6060188489371234 0.3912312516612492 +0.9867151452982362 0.011588966358555889 0.0016958883432079857 +0.001254728842697897 0.39428244792078093 0.6044628232365212 +0.0034445137963585457 0.03520992918101601 0.9613455570226255 +0.008656879623065003 0.8932663655859836 0.09807675479095143 +0.9945671302089037 2.7271004760728013E-5 0.005405598786335545 +0.2168013751553207 0.783168887218275 2.973762640417929E-5 +0.9995264904074795 2.7600652851246776E-4 1.9750306400787303E-4 +0.001492826892228471 0.9951017074611499 0.003405465646621529 +5.501959382010236E-4 0.860928320070434 0.13852148399136505 +0.028337090335978934 0.022526297476549512 0.9491366121874716 +0.9993293845446732 3.863624927663761E-4 2.842529625605285E-4 +0.005246101554107595 0.0026304884149331346 0.9921234100309593 +0.9982228485003166 6.19490160527601E-4 0.0011576613391556724 +0.9763712734392326 0.016981898820594664 0.006646827740172854 +0.020737320198166265 0.9611583983607213 0.01810428144111242 +0.005561932509577762 0.9697251275551202 0.024712939935302044 +0.027103176672734725 0.002716064589445237 0.97018075873782 +0.003997688989680901 0.3021884265603795 0.6938138844499396 +0.8322740260938205 0.09724483437848484 0.07048113952769446 +0.999566160079462 1.0370260191002508E-4 3.301373186280335E-4 +0.9575423111007874 0.037567763761047784 0.004889925138164776 +0.9971921027375038 0.002660794875188673 1.4710238730733622E-4 +0.002645104244937152 0.04080942281719996 0.956545472937863 +0.03980683451476094 0.9556542841719626 0.00453888131327643 +0.28253148946323936 0.3500325957124594 0.3674359148243012 +0.008738756578296515 0.9814564582745713 0.009804785147132136 +0.9721640063460015 0.009111845773303295 0.018724147880695256 +0.9753184419385759 0.023378193341454752 0.0013033647199694079 +0.02300308354140996 0.011882002388950484 0.9651149140696396 +6.802506511708267E-4 0.9618021874691017 0.03751756187972738 +0.9978691140119212 0.001194619666655133 9.362663214236245E-4 +0.002577850094753592 4.088635745902324E-4 0.9970132863306562 +0.0010030142732285606 0.9748971634738096 0.02409982225296175 +0.00226193558047635 0.9954575647397543 0.0022804996797693503 +5.100245813382996E-4 0.9860527754166241 0.013437200002037642 +0.00802270021193077 0.004285890746642639 0.9876914090414266 +0.7511246857559849 0.0010557889832687247 0.24781952526074644 +0.9945578454163273 0.002029825032484159 0.0034123295511886242 +0.9973572509263248 0.0015895509057382413 0.0010531981679368588 +0.0015152653077818426 0.993102104401615 0.005382630290603153 +0.049715734480183287 0.001304870481454328 0.9489793950383624 +0.061981346720810404 0.9378461511263866 1.7250215280292743E-4 +0.8272124331616038 2.696523052900436E-4 0.17251791453310633 +0.9933862931940168 0.005392105009919133 0.001221601796064061 +0.9994003807917171 5.324785584582411E-5 5.463713524369128E-4 +0.9938978286255168 3.42840069641694E-4 0.0057593313048415655 +0.008862095512997277 0.9898428927593625 0.0012950117276401918 +0.15368425386943155 0.004652556816609764 0.8416631893139588 +0.7098648328261757 3.692495633257658E-4 0.2897659176104986 +0.015718557682776056 0.007108311401979919 0.977173130915244 +0.965427923718193 0.03451452247542274 5.755380638424593E-5 +0.00776503386418003 0.0012210400220321656 0.9910139261137879 +0.03957867636967572 0.0034137358199259715 0.9570075878103982 +0.9970412229167689 0.0025679307681960176 3.90846315035222E-4 +0.49833990115650423 0.5016598656568221 2.3318667372082902E-7 +4.727446783815016E-4 0.9756566966532351 0.023870558668383373 +0.9791220774453159 0.020595320418201123 2.826021364830478E-4 +0.5866907055708218 0.41128682953827367 0.002022464890904466 +0.9980523074201658 0.0014751883002669536 4.725042795672026E-4 +0.9992875840972355 6.564108661541976E-4 5.60050366103222E-5 +0.9641134022285602 0.024944771088040375 0.010941826683399464 +0.9713678311866009 0.0018444051202678292 0.02678776369313139 +0.9998166177637997 1.4737931674631798E-4 3.60029194540945E-5 +0.008862095512997277 0.9898428927593625 0.0012950117276401918 +0.04230548485705418 0.9575780268608107 1.1648828213504673E-4 +3.4813121133143483E-4 0.701053695923148 0.2985981728655206 +0.9990719784337663 5.461305111140118E-4 3.818910551196863E-4 +0.24506980367570683 0.7549237554143899 6.440909903128408E-6 +0.9995093855738492 6.710350839911192E-5 4.235109177516545E-4 +0.9645648507455722 0.0335249923880345 0.0019101568663932905 +0.9996938089159838 1.9207112319103506E-5 2.869839716972276E-4 +0.23873932847592969 2.811658694160481E-4 0.7609795056546542 +0.9624525417862518 9.434660099460766E-4 0.03660399220380206 +0.2924006238585403 0.10940916334924579 0.598190212792214 +0.04680972225238914 0.01605698344705704 0.9371332943005538 +0.0030964788026253617 0.7704044057618941 0.22649911543548065 +0.9970484724188057 3.87264239570996E-4 0.002564263341623311 +0.005798705269432225 0.994026554793568 1.7473993699966718E-4 +0.06017248859724796 0.8206738799158632 0.11915363148688884 +0.30748496633096367 0.6924830481681151 3.198550092116763E-5 +0.03247038365624182 0.956253335249047 0.0112762810947112 +0.0075060814992778755 0.013441166609625623 0.9790527518910966 +3.956879512631178E-4 0.07295316404882292 0.9266511479999141 +0.035570505360457486 0.9641891538103969 2.4034082914550317E-4 +0.23285915677745647 6.932787126970526E-5 0.7670715153512738 +0.14125214690933185 1.4708192350929936E-4 0.8586007711671588 +0.9998144837701916 1.5633964852493625E-4 2.91765812834806E-5 +0.05295517925027319 5.163062070369384E-4 0.9465285145426898 +0.9987299354728962 1.9730717018655135E-4 0.0010727573569173272 +0.9993694402046646 2.038818105701615E-4 4.2667798476529555E-4 +0.0189363705563083 0.9737363776634356 0.007327251780256149 +4.657450805968429E-4 0.2948340365531738 0.7047002183662294 +0.9988698544064589 3.088355141402789E-5 0.0010992620421271361 +0.031078257634975983 0.008990551175314854 0.9599311911897092 +0.021281515570429003 0.9784635989079077 2.5488552166337764E-4 +0.0635563428234556 0.9361072668656224 3.3639031092198157E-4 +0.004351438724415926 0.9906585497246625 0.004990011550921581 +0.9368920839384379 0.0630979364099393 9.97965162273945E-6 +0.00850522611352268 0.04419363869353243 0.9473011351929448 +0.06290679138652261 0.9367050408940599 3.8816771941753414E-4 +0.06810400143916057 0.022162059228052814 0.9097339393327867 +0.001007198009214071 0.9588198415183583 0.04017296047242764 +0.864495022276333 0.13055571431301438 0.004949263410652566 +0.9981352635891706 5.596927929138602E-4 0.0013050436179155508 +0.9174276410856932 0.06961981530199358 0.012952543612313206 +0.9997357091113689 5.294346177001768E-5 2.1134742686120423E-4 +0.07048225777421542 7.498211184480663E-4 0.9287679211073365 +0.001285738707788281 0.6906416846250509 0.30807257666716076 +4.1030599735814743E-4 0.987333783996617 0.012255910006024875 +0.9929119286075224 5.215061871499235E-6 0.007082856330606207 +0.9924514558210547 0.006939740518974841 6.08803659970424E-4 +0.990731779480505 1.760603944874763E-4 0.009092160125007551 +0.5738551487179874 2.632798787390369E-5 0.42611852329413874 +0.16175912217083013 0.792332375655022 0.04590850217414787 +0.3208415839138351 0.0011115237203544728 0.6780468923658105 +0.004854032933794085 0.8774184956697854 0.11772747139642041 +0.9686443731273328 0.001419360778716125 0.029936266093951117 +0.025876848340877858 0.9654939970684322 0.00862915459068995 +0.44745073856771533 0.11178968501845218 0.44075957641383245 +0.992221319325149 0.00601869804091365 0.00175998263393731 +0.24650554548003525 1.8874365265715142E-4 0.7533057108673077 +0.9981658229514844 0.0012942486071785657 5.399284413369639E-4 +0.32705632232495324 6.352359359861354E-5 0.6728801540814481 +0.19386344372093386 0.8052285550481807 9.080012308853622E-4 +0.0018600793882735313 0.8880446473916571 0.11009527322006951 +0.35564155355590343 0.6442913732031135 6.707324098299961E-5 +0.9944176894945391 0.004208118614847651 0.0013741918906131326 +0.9975488819982146 5.88075620512344E-5 0.0023923104397342875 +0.013994928141379042 0.9856438833296426 3.6118852897841746E-4 +0.9973517129430822 1.2994290210451869E-4 0.0025183441548132903 +0.9917302376414191 1.8545918934700112E-4 0.008084303169233958 +0.06743779481875754 0.002583478106288027 0.9299787270749543 +0.9958324305319505 0.004133326429518782 3.4243038530811785E-5 +0.9893807031019317 0.007563467902402209 0.003055828995666164 +0.016424222161206595 0.0016753866333676297 0.9819003912054257 +0.9979918210466486 3.094847360664187E-4 0.0016986942172849278 +0.8840425120548462 0.11589625602952038 6.123191563330607E-5 +0.11925905419443474 0.012125188360038662 0.8686157574455267 +0.9973566887183772 2.4057962969302314E-5 0.002619253318653482 +0.008290287920227454 0.010703947961950103 0.9810057641178225 +0.06763922132906325 0.675429805230351 0.2569309734405858 +0.8756783409244064 4.053033709123523E-5 0.12428112873850233 +0.013281223056573576 0.9809510465685898 0.005767730374836704 +0.8032336460050052 6.068385614104368E-4 0.19615951543358434 +0.9946299025955395 1.9824219071519803E-4 0.0051718552137452805 +0.9100178598512271 0.00812403590464528 0.08185810424412762 +0.9790873137212163 0.02091160837377249 1.07790501120997E-6 +0.7584397787841486 0.0026892141880563245 0.23887100702779518 +0.9789923598857947 6.538475908854316E-4 0.02035379252331993 +1.0828297225155753E-4 0.5520776413548182 0.4478140756729304 +0.06563904431635685 0.9335961590919771 7.647965916660277E-4 +0.008336723100790684 0.0030691628744158113 0.9885941140247936 +0.9986047814014279 3.6824641993371776E-4 0.0010269721786383458 +0.030626436127594334 0.0012276153485644497 0.9681459485238413 +0.14043698001847008 0.857351355473315 0.0022116645082150828 +0.21370629461710522 0.7695755525082402 0.01671815287465454 +0.9241016112470443 0.06985774706279752 0.006040641690158237 +0.9974446179227523 0.002387654854568829 1.6772722267882785E-4 +0.003897426882595472 0.03159849552859478 0.9645040775888098 +0.9960836777711467 6.240922345730497E-4 0.003292229994280088 +0.014415393544609011 0.9819182000451705 0.0036664064102205417 +0.2371323319745715 6.15334733744691E-5 0.7628061345520539 +0.05049124306089939 0.02572253989578467 0.9237862170433159 +0.9935570864215526 0.005448421375119145 9.944922033281874E-4 +0.35941623657226 0.6405035855456565 8.017788208347912E-5 +0.9953149874480816 0.0045770210622131935 1.0799148970530288E-4 +0.0182826425779752 0.9706110476343237 0.011106309787700984 +0.22416880320819407 0.7758301236340099 1.0731577958375121E-6 +0.947824406010467 0.0521173576763408 5.8236313192033854E-5 +0.9801245714380491 0.019490916755710706 3.8451180624025943E-4 +0.9802938981167542 0.016469731936427288 0.003236369946818524 +0.7192272564919062 2.796999438603951E-4 0.2804930435642335 +0.019094491544412673 0.9746533073764466 0.006252201079140741 +0.43594896345018513 5.269937362659274E-5 0.5639983371761883 +0.9989123759769133 3.634175394588729E-4 7.242064836278214E-4 +0.9771853938789224 0.022705906360354043 1.0869976072353885E-4 +0.9249045936201419 0.07508452225040116 1.0884129457025165E-5 +0.9642931789516904 0.035429019939711606 2.7780110859808587E-4 +0.9937864716193467 7.798903557086806E-4 0.005433638024944575 +0.011212645552344056 0.019474007820390788 0.9693133466272651 +0.9843465133723649 0.015652158468998638 1.328158636512742E-6 +0.9985507294013393 0.001297038939957901 1.5223165870294626E-4 +0.004902780208334245 0.054761763446902076 0.9403354563447637 +0.9892686853559569 0.010723091278044041 8.223365999024122E-6 +0.03923839723270495 0.016478796058577858 0.9442828067087172 +0.12011074238862944 2.946501628438592E-5 0.8798597925950862 +0.9926821983367401 8.436992941748154E-4 0.006474102369085109 +0.6970264580301372 0.002497268526504375 0.30047627344335825 +0.002277660964488775 0.9339152135590786 0.06380712547643277 +0.03126459080419527 0.9687083717560891 2.703743971562022E-5 +0.12258454611581472 0.875668667468069 0.0017467864161162649 +0.616247507294609 9.886442052831968E-4 0.38276384850010786 +0.9887797848580356 0.008813067536102424 0.002407147605861939 +0.0011572347305997973 0.6730069600773311 0.3258358051920692 +0.03553287540248652 0.14762826866448442 0.8168388559330291 +0.9972696550924834 0.0024391973803766782 2.911475271398832E-4 +0.8958910008652035 0.10403264783634791 7.635129844861412E-5 +0.03395394814784648 0.9657321039022487 3.1394794990467057E-4 +0.9551340131599843 0.0025354408864990702 0.04233054595351674 +0.019140404713228983 0.9521832254159748 0.02867636987079625 +0.0019762741694964426 0.015979066761817606 0.9820446590686859 +0.08188728001383 0.8993465581758024 0.018766161810367568 +0.800638283797818 0.0011099095688388745 0.1982518066333431 +0.692025860148851 0.3053982658999554 0.002575873951193533 +0.11098492220505288 0.8889564515962761 5.862619867103299E-5 +0.9996860488493122 2.3736656923568886E-4 7.658458145216746E-5 +0.9887851825241615 0.010430436073251332 7.843814025871505E-4 +0.09595895941926463 0.0011124978818303785 0.9029285426989051 +0.03603110280081464 0.0034842650190927797 0.9604846321800926 +0.9987806107279978 0.0011624946753633614 5.689459663877906E-5 +0.999094047950194 1.3974594699978982E-5 8.919774551061334E-4 +0.8740915070045427 0.1252818124300858 6.266805653715824E-4 +0.9754285159395683 0.020975443190640184 0.0035960408697915595 +0.46985834588767994 0.5300826444089689 5.900970335119621E-5 +0.23917812123567658 0.7607770487212698 4.483004305358649E-5 +0.05026202023409514 0.9495818607050508 1.5611906085413087E-4 +0.9959783238715754 1.2483499695815164E-5 0.004009192628728767 +7.588631211486151E-4 0.9800255283227753 0.019215608556076087 +0.011272569271543072 0.9885143651003405 2.130656281162558E-4 +0.8838583672457373 0.04041873944505958 0.07572289330920304 +0.9418520539102144 0.053700697143690954 0.004447248946094565 +1.0669286383499934E-4 0.405118322765049 0.594774984371116 +0.9976935150706031 6.257120468930073E-4 0.0016807728825039019 +0.007763797882914087 0.9919318038578067 3.043982592792173E-4 +0.0013590823429826752 0.9887108200041401 0.009930097652877229 +0.9980834066454027 6.157904390469469E-4 0.0013008029155501819 +0.0522777813752846 0.0020737186217850635 0.9456485000029303 +0.9661908159508376 0.027590468460886444 0.006218715588275896 +0.5096424868371743 0.0628854692455663 0.4274720439172594 +0.020301954932006688 0.9684812533943554 0.011216791673638076 +0.08064106613159042 2.211931194400533E-4 0.9191377407489696 +0.8504225804412162 0.007458644468676973 0.1421187750901068 +0.10725001889214425 1.5092937908283994E-4 0.892599051728773 +0.9997539171622327 6.294587120159652E-5 1.8313696656568047E-4 +0.029271175053244988 0.7438440339947334 0.22688479095202163 +0.9860717016489315 0.013848092247054529 8.020610401392058E-5 +0.9716871802097364 0.028240952399469173 7.186739079452354E-5 +0.1873211873267157 0.8126768157531816 1.9969201025465384E-6 +0.9941751960837723 0.004545419128032172 0.0012793847881956122 +0.9996680277363685 1.7088722558616768E-4 1.6108503804544724E-4 +0.9983000496955347 0.0016186796232045446 8.127068126082248E-5 +0.8974470258943671 0.10254352331959365 9.450786039377716E-6 +0.9055143704415042 0.09425245316811896 2.3317639037677537E-4 +0.96811986511454 0.029740088332398225 0.0021400465530618143 +0.28427401518523393 0.002453110035549689 0.7132728747792163 +0.022039173593308377 0.9611203131412327 0.01684051326545896 +0.008066756764763169 0.003018465383807025 0.9889147778514298 +0.3153541517529219 0.6846369321957078 8.916051370465926E-6 +0.3838358732677217 0.6148888716505525 0.0012752550817257248 +0.029942577033347455 0.9663758004563154 0.0036816225103371066 +0.05041436844989253 2.5768315038910734E-4 0.9493279483997185 +0.0011751023136568348 0.9881054417476286 0.01071945593871441 +0.9968988911436221 0.0029994739800847884 1.0163487629311E-4 +0.005132961776195129 0.9556983522806227 0.039168685943182076 +0.007237778055414271 0.002446246701406147 0.9903159752431797 +0.9984109282493479 2.656388393360443E-4 0.0013234329113161148 +0.8429652279076788 0.15603380396225117 0.0010009681300701782 +0.9729195578722503 0.026274239535406307 8.062025923433429E-4 +0.7560567895695548 0.24392615206526128 1.7058365183832702E-5 +0.991725805980072 0.008060944380182192 2.132496397458055E-4 +0.962785299058211 0.03663594695834644 5.787539834424589E-4 +5.365558522968083E-4 0.9740151260271657 0.025448318120537418 +0.008114356600256412 0.7995655470118265 0.19232009638791697 +0.002697428091871258 0.02108347514790301 0.9762190967602257 +0.13338186217420406 0.04267828197920101 0.8239398558465949 +0.9129050700857526 0.08694217395015628 1.5275596409111802E-4 +0.009567558919805964 0.10231530002526357 0.8881171410549306 +0.9975899797108749 0.0013999888536038888 0.0010100314355212837 +0.9089137480377313 0.016893937797550898 0.07419231416471778 +0.05904337220145677 0.8936876360395611 0.04726899175898214 +2.692343571280954E-4 0.8698425650773396 0.12988820056553232 +0.019305437277898938 0.9703028428645561 0.010391719857544892 +0.011769873506063426 0.015151941145568648 0.9730781853483679 +0.027345420397053177 0.0010057534051123847 0.9716488261978344 +0.995354106033851 3.5074478857599937E-4 0.0042951491775729995 +0.8978714194688623 0.00285864900317585 0.09926993152796204 +0.8960696859930447 3.3097319431501126E-5 0.1038972166875238 +0.09248647671873311 0.0050114691790344185 0.9025020541022324 +0.995077330992645 0.004877049614651511 4.5619392703474636E-5 +0.9981850750501208 3.704529523784666E-4 0.0014444719975008733 +0.04380527089306949 0.006555284373301959 0.9496394447336286 +0.3569775437606572 7.958789680004172E-4 0.6422265772713425 +0.9974834259333932 0.0013935476172329982 0.0011230264493737646 +0.11098492220505288 0.8889564515962761 5.862619867103299E-5 +0.006183301955813448 0.9715396087749563 0.022277089269230176 +0.009701912635048868 6.989674586501585E-4 0.989599119906301 +4.028881529760897E-4 0.8200380859507488 0.17955902589627504 +0.9984145520947938 0.0014871931462363795 9.825475896975343E-5 +4.315902599526544E-4 0.9230116228739744 0.07655678686607298 +0.9994031118286227 1.2709643549743693E-4 4.6979173587975085E-4 +0.2979870864891739 3.0185866737043346E-5 0.7019827276440891 +0.2873349045816068 5.719308675748087E-4 0.7120931645508183 +0.11221162344691504 0.004558299673924879 0.8832300768791602 +0.7711883222476041 0.22876665686182346 4.502089057238937E-5 +0.03519511064090431 0.9646548343355018 1.5005502359404952E-4 +0.05472952405634445 0.6907249027470053 0.2545455731966502 +0.19601844959509576 0.8033363984176809 6.451519872232762E-4 +0.0374665171994812 0.9617487600270063 7.847227735123444E-4 +0.018765903942556443 0.0010794834969522433 0.9801546125604913 +0.9981969290301973 7.856700089200181E-6 0.001795214269713503 +0.9829996318360478 0.016990990210368838 9.377953583303202E-6 +0.0072769398930693785 0.9878552607042768 0.004867799402653856 +0.0012002049344446012 0.9808200837661659 0.017979711299389512 +0.025632519441733236 0.019559537056352175 0.9548079435019146 +0.003269895768768995 0.9943004099729591 0.0024296942582719212 +0.027345420397053177 0.0010057534051123847 0.9716488261978344 +6.529600459843224E-4 0.9980376497022205 0.0013093902517951228 +0.9825618405161469 0.017342014182247886 9.614530160500656E-5 +0.007153935025532614 0.9747773234335438 0.01806874154092347 +0.9708134263045451 0.019346634640229073 0.009839939055225832 +0.997460158253235 0.002466852528828279 7.298921793677194E-5 +0.010692699796469132 0.9879920762904315 0.0013152239130993293 +0.9699504054902367 4.7536189640978764E-4 0.029574232613353478 +0.02430309703362507 1.138198382629715E-4 0.975583083128112 +0.2762232806297872 0.004304612769829649 0.7194721066003833 +0.9974357748544203 1.2194520306352452E-4 0.0024422799425161913 +0.9998749719375133 3.793285621660101E-5 8.709520627020165E-5 +0.9985151714382533 1.526888903038683E-4 0.0013321396714427694 +0.9870054256070524 3.1983370560308144E-4 0.012674740687344591 +0.1111218329843978 0.0011559985636408355 0.8877221684519614 +6.963306768810791E-4 0.6334347786005667 0.3658688907225521 +8.785569532492066E-4 0.9952547230606426 0.003866719986108251 +0.2975659616194758 0.7023895587168125 4.44796637117443E-5 +0.020836070473688226 0.0015786308273866376 0.9775852986989251 +0.9960731615007419 0.003724360928772526 2.0247757048547213E-4 +0.9878811617016564 1.5514202052920782E-4 0.011963696277814405 +0.06936935294737138 0.9305786266213022 5.2020431326536045E-5 +0.8487107191113825 0.1511567170170987 1.3256387151876144E-4 +0.02941343938047226 3.7711550751261583E-4 0.9702094451120151 +0.9991875206174914 6.642682595708289E-4 1.4821112293785326E-4 +0.0033242455500070126 0.00167665641618251 0.9949990980338105 +0.008663135237066773 0.9864535142109464 0.004883350551986931 +0.8519878604760798 3.1736067053974605E-5 0.1479804034568663 +0.4711364974717044 0.5245666154868299 0.004296887041465805 +0.9691778125928718 0.03064604200625157 1.7614540087669753E-4 +0.8350559739463886 0.1649279957041796 1.6030349431807336E-5 +0.9926383597169535 0.004584705442670798 0.002776934840375833 +0.9942299840144333 8.026821872144427E-4 0.0049673337983521994 +0.08431423254038285 0.692915895713663 0.2227698717459541 +0.9976755357014115 0.0011776295495478744 0.00114683474904062 +0.9883598579294457 0.011585808359525367 5.43337110289727E-5 +0.03518217309170267 0.00271731179607837 0.962100515112219 +8.529356676251302E-4 0.9153140425172673 0.08383302181510761 +0.017407933171620756 0.041390813982668875 0.9412012528457103 +0.9489199020366 0.050777447342298575 3.0265062110142627E-4 +0.998674599681528 0.0011192152807322582 2.0618503773976016E-4 +0.990881968583413 0.0030092357953746115 0.00610879562121236 +0.9679036890288066 0.03010191119301969 0.001994399778173751 +0.6807826076552932 0.31921317174099184 4.22060371506389E-6 +0.9597076871378852 0.03915588545329999 0.0011364274088147296 +0.37273908408234 3.450614829011907E-4 0.6269158544347588 +0.0486737869285977 0.9511703606044954 1.5585246690675002E-4 +0.9940165112572701 0.005058604044481366 9.248846982486091E-4 +0.025719959818095762 0.9732401017662744 0.00103993841562996 +0.20359512252831571 0.7812049807693647 0.015199896702319726 +0.9998137857863527 1.477644877969013E-4 3.8449725850386344E-5 +2.582704343900042E-4 0.3084199481162944 0.6913217814493157 +0.993237149279494 0.005064188414837792 0.0016986623056681584 +0.9860201260695289 0.006326729974872547 0.007653143955598586 +0.024432642744556966 3.5680684565810467E-4 0.9752105504097849 +0.9950499247254064 0.00274933519646254 0.0022007400781311136 +0.0010073837289805662 0.1340875796704119 0.8649050366006075 +0.04152942995823323 0.002882281257331565 0.9555882887844352 +0.996784635419441 8.754014714575148E-5 0.0031278244334133946 +0.9966042719205184 0.002705172435205601 6.905556442759703E-4 +0.9983083368306914 7.52205536598327E-4 9.394576327102315E-4 +0.039297099924359806 0.8840293048145212 0.0766735952611189 +0.8511805385359121 0.14878868813725066 3.0773326837140365E-5 +0.12059252396237882 0.8642336254601559 0.015173850577465274 +0.9466693354416201 0.027492914756058973 0.025837749802320904 +0.9725162327771587 0.013514082789616855 0.013969684433224416 +0.04421947603353259 0.9546220486458344 0.0011584753206330034 +0.8120744214522365 0.1878854227053337 4.015584242982306E-5 +0.9979032194379129 0.0011124684279175377 9.843121341695145E-4 +0.24959811776989185 0.7359783893464606 0.01442349288364757 +0.05037846350308317 7.775520587713467E-4 0.9488439844381454 +0.06048529742903079 0.93936667614833 1.4802642263918363E-4 +0.85493661656431 0.07327717899748659 0.07178620443820356 +0.9870335726482516 1.8595623009864113E-4 0.012780471121649744 +0.004790134928935289 0.9942351154583307 9.74749612734189E-4 +0.00531701558797666 0.0852687818528147 0.9094142025592087 +0.9710691494377938 0.002384291221638062 0.02654655934056824 +9.154883032880424E-4 0.6368438640740073 0.36224064762270464 +0.4218139143653644 0.5781848559330603 1.2297015752141383E-6 +0.911036377875906 0.08893637281479642 2.7249309297718862E-5 +0.052179438831764235 0.1244053457737803 0.8234152153944555 +0.40847605038358575 0.0016191615306970501 0.5899047880857172 +0.009259783015588195 0.6731349586013298 0.317605258383082 +0.9986670155351917 2.0809415968228143E-4 0.00112489030512611 +0.9683614722000243 8.847884602971467E-4 0.030753739339678596 +0.013914549619888054 0.9848388425073646 0.0012466078727474757 +5.333279256383887E-4 0.9634716499077904 0.03599502216657124 +0.9140922248928762 0.0017829278680915588 0.08412484723903212 +0.022507597739311207 3.024563565705293E-4 0.9771899459041182 +0.8307197613162437 0.1565042048867934 0.012776033796963059 +0.0065542899580787834 0.4786707746975248 0.5147749353443964 +0.002642430324468997 0.23368332623356106 0.76367424344197 +0.9977925103503377 0.0012021761894553307 0.0010053134602069946 +9.24421493495729E-5 0.9100817534020031 0.08982580444864738 +0.999868954852475 2.6368757777436658E-5 1.0467638974759868E-4 +0.9994885651873817 8.567146177525184E-6 5.028676664407828E-4 +0.9974321957801471 0.0024761448697255286 9.165935012739081E-5 +0.029642478315502537 0.006695733864857468 0.9636617878196401 +0.19171524955700042 0.6233457586984865 0.18493899174451295 +0.0020163970353961774 0.8939025690513175 0.10408103391328637 diff --git a/src/test/resources/regression/dna.scale/predictions_L2R_LR_notRegularizedBias b/src/test/resources/regression/dna.scale/predictions_L2R_LR_notRegularizedBias new file mode 100644 index 0000000..b158234 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_L2R_LR_notRegularizedBias @@ -0,0 +1,1186 @@ +0.9990493942519287 9.196210644902032E-4 3.098468358110993E-5 +0.048556780348310485 9.337955521273132E-4 0.9505094240995621 +0.37206319156860657 0.0010984174026763584 0.6268383910287171 +0.9688508639374547 0.031000943257383087 1.481928051621034E-4 +0.9930963198683319 0.006013060074693594 8.906200569743556E-4 +0.0039487901075347664 0.9740774448257765 0.021973765066688748 +0.9860815106015333 1.3611891024127503E-4 0.0137823704882255 +0.0019372190689134659 0.03848594043683041 0.9595768404942561 +0.8107990662638387 0.18894395101519498 2.5698272096638083E-4 +0.05977005054111242 0.9142783973683272 0.0259515520905604 +0.2862131205432805 8.222672400179313E-6 0.7137786567843193 +0.9955939922286057 0.004331531258340491 7.447651305389028E-5 +0.9940363447297045 0.001048665164610561 0.004914990105685068 +0.9999802290935995 4.527572329998414E-6 1.5243334070449626E-5 +0.016645851425538705 0.9832559602258883 9.818834857286929E-5 +0.999241623455826 7.311000071386133E-6 7.510655441026337E-4 +0.048631971463962316 0.7920397878178368 0.15932824071820087 +0.9990730534107736 5.799071280047334E-4 3.470394612218521E-4 +0.9240738250102609 0.05387292027189785 0.02205325471784121 +0.006854083257772387 0.033007780090694556 0.960138136651533 +0.04235957557146492 0.0028009621205201687 0.9548394623080149 +0.9997057767034467 2.5524642657437515E-4 3.8976869978998056E-5 +0.11435974122575437 0.24619553904627212 0.6394447197279736 +2.0987109782489235E-4 0.3391412574894239 0.6606488714127512 +0.9984261570152381 1.0762996415982314E-4 0.001466213020602073 +0.9988109329858911 1.9680179592453006E-4 9.922652181844815E-4 +0.9766459989600309 0.021887618991758707 0.0014663820482104443 +0.010033314079964923 0.00169899386914259 0.9882676920508925 +0.9614023181113903 9.773586669616357E-5 0.03849994602191353 +0.9986944846217305 0.001286725394136212 1.8789984133121183E-5 +0.9926739436959282 5.574915355519108E-4 0.006768564768519919 +0.0022065831917934243 0.7094605818959379 0.2883328349122688 +0.8011855637728765 0.0024243843249274312 0.19639005190219602 +0.0027278388144106936 2.920450468317132E-4 0.9969801161387576 +0.005906972747881678 0.9892230641015521 0.004869963150566163 +0.9692658515673552 2.1269029426171155E-5 0.03071287940321861 +0.8836499076838844 1.4684260296977596E-5 0.11633540805581857 +0.8081947392330391 0.19023862303038117 0.0015666377365797187 +0.9859313622536297 2.7252802942662977E-4 0.013796109716943644 +0.9987998264292864 0.0010397725547395397 1.6040101597396457E-4 +0.4013124149299131 0.5986835540797184 4.030990368593437E-6 +0.9518654398816733 0.04665045508734239 0.0014841050309843794 +0.09491374744845142 0.0029249748538445635 0.902161277697704 +0.004826687916643686 0.994595505216825 5.778068665312957E-4 +0.01186123396135496 0.9667941831761104 0.02134458286253453 +0.006732791854050833 0.14458014367794075 0.8486870644680085 +0.08733186807973506 0.9126219329286592 4.619899160565334E-5 +5.177606172740048E-4 0.15777773567097 0.841704503711756 +0.9538255697788464 0.045911871300803965 2.6255892034957707E-4 +1.489745556423321E-4 0.005510148970538114 0.9943408764738195 +1.2875225572106595E-4 0.9572709861655975 0.04260026157868133 +0.2932403326642066 0.7067582851862257 1.3821495676407071E-6 +0.6812672496422236 1.4865876699789404E-4 0.3185840915907786 +0.9766947762147872 0.023120445709488208 1.8477807572449064E-4 +0.012872272188978314 0.9540375238973294 0.033090203913692245 +0.057294572052655944 0.941237518518071 0.0014679094292730014 +0.996418114743191 1.816865765527436E-4 0.0034001986802563214 +0.9945444369829102 0.0012346713211974216 0.004220891695892318 +0.9986361491980826 1.49548979445696E-4 0.0012143018224715244 +0.23827115802401871 2.9066717456242613E-4 0.761438174801419 +0.20975277467273903 0.7884784307735289 0.0017687945537319515 +0.9986607644106856 3.509310908176295E-4 9.88304498496769E-4 +0.9888557153228558 0.00601113132602515 0.005133153351119271 +0.5382786078827926 0.002563404363485006 0.4591579877537224 +0.0026131425529423566 0.05679661872050048 0.9405902387265571 +0.9897390544739841 8.472254040004303E-5 0.01017622298561593 +0.8806427229827654 0.11902766197656907 3.296150406656365E-4 +0.9176484960873086 0.0650305989512523 0.01732090496143907 +0.0010198522437549996 0.9921233828474667 0.006856764908778359 +0.2648362442592874 0.7336932661635012 0.001470489577211474 +0.9986554817566037 8.365377118190085E-4 5.079805315773794E-4 +0.9886230596770385 0.011196139123911125 1.8080119905039573E-4 +0.9792548236572295 0.0018773577674632922 0.018867818575307123 +0.8837662896947587 0.0013848442643312575 0.11484886604091009 +0.9994825994486677 3.116694499951074E-5 4.8623360633275113E-4 +8.613681283091777E-4 0.9583627073231659 0.040775924548524994 +0.8936427923784417 0.10462136502757675 0.0017358425939815211 +0.06524765461207786 0.0074023401729999905 0.9273500052149222 +0.005005584271994495 0.9341526778051871 0.0608417379228185 +0.1256617668406239 0.874323520518873 1.471264050309259E-5 +0.0988373453646712 0.0640923756826356 0.8370702789526933 +0.9967601942432243 8.329611053069186E-4 0.002406844651468901 +0.9914721007759987 0.005224332120888953 0.0033035671031123735 +1.4517410453468722E-4 0.033287866430206786 0.9665669594652584 +0.984040416797111 9.68066285656432E-5 0.015862776574323393 +0.9984466328307746 6.311813711322873E-4 9.221857980930957E-4 +1.5315419421981999E-4 0.8488598631411679 0.15098698266461233 +0.013495391484457072 0.06894578088192703 0.917558827633616 +0.985817006002402 0.012768771347694937 0.0014142226499032344 +0.2132824889695747 0.7633228680624581 0.02339464296796735 +0.00874330300220244 7.550042694285862E-4 0.990501692728369 +0.4681971105482209 1.6856475644377232E-4 0.5316343246953353 +0.4988314387023363 0.496992114147799 0.0041764471498646726 +0.9662683830332404 0.033164064909288006 5.67552057471616E-4 +0.9903038680486849 0.00967238514411938 2.374680719579512E-5 +0.14120011140897926 0.8586296501143496 1.7023847667110603E-4 +0.7800606450253663 0.002130312096222859 0.217809042878411 +0.9995404257517303 4.3992038308222404E-4 1.9653865187599708E-5 +0.22905331124978623 5.582510394571596E-4 0.7703884377107566 +0.0012174416606101715 0.7972062082726386 0.20157635006675123 +0.9993597535755119 6.071568564783048E-4 3.3089568009818455E-5 +0.22180589079317695 8.790288433894048E-5 0.7781062063224842 +0.9059757438595802 8.124998034043611E-4 0.09321175633701535 +0.8530191389184348 8.072421360484315E-4 0.14617361894551667 +0.06504510469302355 0.9349195462314349 3.5349075541724924E-5 +0.28480729819117967 0.7151655098221336 2.719198668679634E-5 +0.01920593781181805 0.9681651608234074 0.012628901364774462 +0.008277730806180465 0.010774035424605106 0.9809482337692145 +0.9982403356393084 0.0012413127078114696 5.183516528802763E-4 +0.06538819034609762 0.013588919571315826 0.9210228900825866 +0.5351871981998151 6.31480936710434E-4 0.46418132086347447 +0.0019025403135969818 0.997873834432666 2.236252537371528E-4 +0.9989230184337822 2.4994876763932363E-4 8.270327985784176E-4 +0.954146296746059 3.018870772705445E-4 0.045551816176670444 +0.1104925809650441 0.8805245527369054 0.008982866298050503 +0.607488563788291 3.6095918050554806E-4 0.39215047703120354 +0.8968824179702493 0.010714683265044617 0.09240289876470606 +9.132881507712468E-4 0.279581716472144 0.7195049953770848 +0.914665027539745 3.1872277101067985E-4 0.08501624968924437 +0.895344180566236 0.10134644138329486 0.0033093780504691627 +5.642765324346507E-4 0.6982190249706995 0.3012166984968657 +0.031359674885921666 0.0036440746956338246 0.9649962504184445 +8.954003426998965E-4 0.9981307733775748 9.738262797252187E-4 +0.06107589851499323 1.707470006411204E-4 0.9387533544843656 +4.751160298197464E-5 0.6640956478957506 0.33585684050126746 +0.004887965110077714 0.05543371718450813 0.9396783177054141 +0.3985866141955129 9.453797299286526E-4 0.6004680060745585 +5.495819005465405E-4 0.2800244060496139 0.7194260120498396 +0.026949225408233378 0.01527507054376115 0.9577757040480055 +0.002069783842065446 0.9975487626854618 3.8145347247268817E-4 +0.5430108881509967 2.244527632764726E-5 0.45696666657267565 +0.9984018211210579 6.041569054493202E-4 9.94021973492758E-4 +0.4628990866676584 0.014018876908918877 0.5230820364234228 +0.04077450754799235 0.0024936064055351634 0.9567318860464725 +0.17338386251067212 0.8262685719989927 3.4756549033509613E-4 +0.02463759018077538 0.004972897395822714 0.9703895124234019 +0.997875833121567 4.331988849004281E-4 0.0016909679935324757 +0.9149220955724705 0.0033787470167661107 0.08169915741076333 +0.966478405593089 0.0335062388992188 1.5355507692362313E-5 +0.9859501720672303 9.388990490541721E-4 0.013110928883715468 +0.00433626190342676 0.09944123920589944 0.8962224988906738 +0.587483143539654 0.032437360857909374 0.3800794956024366 +0.0016716336679524226 0.012717823558824544 0.9856105427732231 +0.9878447779004987 4.9286900401271144E-6 0.012150293409461076 +0.048864513892650396 0.9506250564777865 5.104296295631305E-4 +0.00399251811919469 0.9880785779780209 0.007928903902784359 +3.1957238098129286E-4 0.9495017741567479 0.05017865346227093 +0.999426849140035 5.547300217540174E-5 5.17677857789604E-4 +0.24175388760284686 0.7578141179399561 4.3199445719719855E-4 +0.17155324432319155 0.6197158917323378 0.2087308639444708 +0.9995236875777515 3.5236833769007603E-4 1.239440845583947E-4 +0.015576489634446548 0.9786500729867575 0.005773437378795969 +0.9991208162298958 7.037229851099564E-4 1.7546078499433847E-4 +0.3717883506568386 0.4299730615617636 0.1982385877813979 +0.04840804271527815 0.9447342848374494 0.006857672447272481 +0.9801750247736299 8.182889407972141E-5 0.019743146332290445 +0.008348288250268095 0.11189217058441912 0.8797595411653127 +0.18040596397473777 0.8190003538765716 5.936821486907292E-4 +0.8086418342395897 0.18959584689803471 0.001762318862375623 +0.24640279581717756 1.8776871032054397E-4 0.7534094354725019 +0.22976661559769024 0.7702071011700563 2.6283232253346166E-5 +0.014243597697809524 0.019381004198412728 0.9663753981037777 +0.9666035727939344 2.8094555403252038E-5 0.03336833265066245 +0.96792707843359 0.03196335159486487 1.0956997154500109E-4 +0.001602375964235982 0.1096781182779831 0.8887195057577809 +0.9992499780924226 1.7797729125482493E-4 5.720446163225571E-4 +0.8550196717251747 0.14495980853013085 2.0519744694459165E-5 +0.06147815014986243 0.0035500159153281515 0.9349718339348094 +0.9990460536434396 5.5873663586874827E-5 8.980726929735929E-4 +0.9916183304751326 9.951433474160108E-5 0.00828215519012592 +0.8797450634048875 1.73708410508973E-4 0.12008122818460346 +0.29417025879422276 0.25138786355188997 0.4544418776538873 +0.0038733404447477346 0.0445029843709219 0.9516236751843304 +0.985160890220153 3.545024883075362E-4 0.014484607291539416 +0.9976489736145823 0.0019102307461993902 4.407956392183701E-4 +0.013245319862534504 0.9863836692894613 3.710108480042027E-4 +0.7640396069021992 0.007239306303712507 0.22872108679408823 +0.9824439478782268 1.7698922554257229E-4 0.017379062896230688 +0.9969748965405629 0.002537149545932037 4.879539135050876E-4 +0.7249428711764981 0.006207677764141753 0.26884945105936003 +0.03325381019244007 0.03955808889421292 0.927188100913347 +0.21663943573760522 0.7833581908117725 2.373450622393816E-6 +0.012345990398811608 0.9266238338426539 0.061030175758534505 +0.9532632327075821 5.275770916005511E-4 0.04620919020081726 +0.9870550896763891 0.009809426313129227 0.0031354840104817388 +0.5883205617588527 0.4044554248622789 0.007224013378868408 +0.9010488157339293 7.613509124716204E-4 0.09818983335359913 +0.02217559464567484 0.9407506886844209 0.03707371666990428 +0.025811396071348695 0.03265071032689974 0.9415378936017516 +0.31689146184615713 0.6831012932500345 7.244903808361638E-6 +0.531612448339648 0.06266051292992801 0.4057270387304241 +0.17809448968294445 0.7747347984962072 0.04717071182084849 +0.9907770270174965 0.009113814999359905 1.0915798314358754E-4 +7.48841252032779E-4 0.8075269942759609 0.19172416447200635 +0.016718255903501365 0.935542300626405 0.04773944347009369 +0.9960744469141044 0.003704836446497469 2.2071663939815547E-4 +0.395380682169317 9.83634712897372E-5 0.6045209543593935 +0.005089429013376093 0.9910302955670034 0.0038802754196205205 +0.9998804620151162 6.543344986891604E-5 5.4104535014989426E-5 +0.999467998699236 2.3331315075570097E-4 2.9868815000841056E-4 +0.9963589282215831 0.002961754221463276 6.793175569534557E-4 +0.9799212363228337 0.004573876851995128 0.01550488682517114 +0.211160750467726 0.4322171445637213 0.35662210496855284 +0.004227761267574216 0.9809444428210509 0.014827795911374791 +0.008549707337619901 0.9867692700221714 0.004681022640208857 +0.29010903295557233 0.6638863841982298 0.0460045828461979 +0.13925484638610292 0.025601497320595017 0.8351436562933021 +0.9895671821790025 0.010372622792943442 6.019502805410948E-5 +0.11297894238888191 0.8859032275355853 0.00111783007553278 +0.9963433264564466 2.871841317296858E-4 0.003369489411823785 +0.997450601358464 0.0013515706387851696 0.001197828002750839 +0.010614397338065032 0.045273814100174545 0.9441117885617605 +0.004749283985290056 0.9684831950733263 0.026767520941383707 +0.8097489955653397 0.10754079593050038 0.08271020850415996 +0.9833773099415994 0.016380439689140783 2.4225036925994497E-4 +0.998698399924984 0.0011568432761551652 1.4475679886071476E-4 +0.6988825553053611 0.3011166314097957 8.13284843179189E-7 +0.0060868666008068745 0.9565737663168615 0.03733936708233155 +0.010204101353441599 0.0169089317818024 0.972886966864756 +0.8781061971832326 0.016987902671994477 0.10490590014477302 +0.9891268854519673 4.7662901439843503E-4 0.010396485533634297 +0.9970032298427985 0.002707802716436476 2.889674407648814E-4 +0.0022552333075373143 0.3946805813424479 0.6030641853500147 +0.998613516467273 1.0691075637161201E-4 0.0012795727763553549 +0.9998210443592237 8.324092693345738E-5 9.571471384285015E-5 +0.9991737660098667 1.8795791057026198E-4 6.382760795630779E-4 +0.035723689200569175 0.9640675167685183 2.0879403091254883E-4 +0.44378997061476855 0.5552583931019304 9.516362833011552E-4 +0.9918410836023321 0.0021666414038757696 0.005992274993792185 +0.9986733958025202 0.001301142909626686 2.5461287853167713E-5 +0.03506010960436894 0.9497283942994295 0.015211496096201578 +0.9948194088786383 4.0217238377955703E-4 0.004778418737582169 +0.922037625005923 0.07757580338584848 3.8657160822860664E-4 +0.9123309895003797 2.163152071318813E-5 0.08764737897890701 +0.9676583826846986 0.03219494433139104 1.4667298391047722E-4 +0.00493260996647651 0.9756095554319554 0.019457834601568066 +0.09021759784652814 0.9017029197012268 0.00807948245224512 +0.04708789487302553 0.0021315572604014197 0.950780547866573 +0.001478913293527294 0.8950221199528651 0.10349896675360755 +0.021546130471515334 0.977226781792601 0.0012270877358836264 +0.9940504912770217 0.005782861156327054 1.6664756665134376E-4 +0.8630096610747323 0.1354965901881471 0.0014937487371204183 +0.10971382482657274 0.00261058659302387 0.8876755885804034 +9.30684100425719E-5 0.007509660163410567 0.9923972714265468 +0.041217458118492076 0.0037007474302601677 0.9550817944512476 +0.009954247251550672 0.8149157694931344 0.1751299832553149 +0.999517493635023 5.680799727558687E-5 4.2569836770132665E-4 +0.9982191084013957 1.927635195921791E-5 0.0017616152466451251 +0.7499863412255605 0.003261444365519549 0.24675221440891987 +0.06118600746406326 0.0033228824818825153 0.9354911100540542 +0.937280326795212 0.0019211305197443188 0.0607985426850437 +0.9516708472996742 4.134983189780463E-4 0.04791565438134763 +0.6683854532334466 0.29272903272869266 0.03888551403786079 +0.1136232258518399 0.008326928045814778 0.8780498461023453 +0.004780672632024017 0.9916278185280345 0.003591508839941412 +0.9997002300634821 2.864436491998704E-4 1.3326287318263381E-5 +0.0017729866181940034 0.1706749420098648 0.8275520713719412 +0.005377293848322446 0.059784246869030694 0.9348384592826469 +0.9795668514196331 0.020162284986013267 2.708635943535209E-4 +9.17807823789987E-4 0.0926781126292636 0.9064040795469464 +0.9973618560033747 0.0026233663918288287 1.4777604796701396E-5 +0.38133591883883183 0.6186311269608096 3.295420035865301E-5 +7.423372654558157E-4 0.9884434983708575 0.010814164363686735 +0.9983902509731458 4.398010135830114E-6 0.0016053510167184108 +0.0026439721823343317 0.04075462994206979 0.956601397875596 +0.00348557621770826 0.9916596424928813 0.004854781289410572 +8.532403687267948E-4 0.7577449605252143 0.24140179910605897 +0.1044820589516888 0.8955116230212337 6.318027077621913E-6 +0.3481475969080306 0.65182376716012 2.8635931849299305E-5 +0.9891319685052625 0.010582981122125308 2.85050372612108E-4 +0.050379538041375606 0.9406465944752408 0.008973867483383509 +0.931068358678655 0.06888211597281438 4.9525348530603335E-5 +0.9988072455126853 7.760012936229205E-4 4.167531936918065E-4 +0.9947095755631815 1.1984854289973555E-4 0.005170575893918681 +0.382519957414912 0.6162057295471144 0.0012743130379737106 +0.008198684033138516 0.015327579622678252 0.9764737363441833 +0.9996693643286562 4.6680054970288474E-5 2.83955616373568E-4 +0.9956195076388552 6.759918140719699E-4 0.003704500547072768 +0.015774623984405732 0.11607881019969886 0.8681465658158953 +0.050053701229116385 0.08403464580532731 0.8659116529655564 +0.9900796840461645 0.009906433973541413 1.3881980294228877E-5 +0.003547207178528417 0.9663874301368307 0.030065362684640908 +1.168021854993423E-4 0.516052938475308 0.4838302593391926 +0.12198581243175255 0.0032405029240854125 0.8747736846441619 +0.0693448325064743 0.006568713123841068 0.9240864543696846 +0.953081714840062 0.0050468716061293955 0.04187141355380872 +0.9880799040558683 0.0012932911420546025 0.01062680480207716 +0.001219295197980293 0.9496965995235653 0.049084105278454394 +0.9891867767652888 0.009573005987645716 0.0012402172470655777 +0.9332947610989807 1.0833500987690173E-4 0.06659690389114244 +0.001491249955370884 0.9951025561334441 0.003406193911185009 +0.9802352144788437 2.5891364575113242E-5 0.01973889415658128 +0.9997484869104715 9.324993939736755E-5 1.582631501312892E-4 +0.00978720777175057 9.620811934082853E-4 0.9892507110348411 +0.9994670195398737 3.4938699078931445E-4 1.8359346933696473E-4 +0.9820186360047574 0.012609457024096275 0.005371906971146426 +0.3318411990451931 0.668081678140172 7.712281463473034E-5 +0.9989648784653685 1.1618207795644756E-4 9.189394566750417E-4 +0.9955111875267363 1.2501223436142068E-4 0.004363800238902233 +0.9884899453581132 0.0036880941358649086 0.007821960506022107 +0.11438882417673976 0.02781083215845445 0.8578003436648058 +0.9977126401393771 0.0020386999076337756 2.4865995298903196E-4 +0.9817349788330691 0.01819737205236638 6.764911456438301E-5 +0.8543505249967751 0.14561737181228168 3.210319094314726E-5 +0.07151666159000554 1.360867767134641E-4 0.928347251633281 +9.760525145479382E-4 0.892929147284223 0.1060948002012291 +0.4618224863554614 0.06975420364720791 0.4684233099973307 +0.9960046530969913 0.0038896021681290804 1.0574473487953561E-4 +0.0992258679475371 4.183326253120641E-4 0.9003557994271507 +0.0030144374543209806 0.015230847012675304 0.9817547155330038 +0.9978689465656391 0.0014038173000428533 7.272361343181537E-4 +0.006285489608588654 0.2967115953734594 0.697002915017952 +0.9015210471322666 0.012367983965346552 0.08611096890238686 +0.9010805118493281 8.845918553625677E-4 0.09803489629530937 +0.31340223229032205 0.6863062374996218 2.9153021005606615E-4 +0.49572908335531246 0.02708678881521012 0.47718412782947744 +0.9996254402635151 3.045670625463247E-4 6.999267393862888E-5 +0.18685646163922934 0.8131415401159368 1.998244833904588E-6 +0.03325381019244007 0.03955808889421292 0.927188100913347 +0.24299938362422094 0.04706845054998324 0.7099321658257958 +0.03994200178780988 0.00525080013512261 0.9548071980770675 +0.18040596397473777 0.8190003538765716 5.936821486907292E-4 +0.1187391621047463 2.40177550908418E-4 0.8810206603443453 +0.9961384494556538 0.001402091234493315 0.002459459309852839 +0.005818700185395955 0.9260727724256012 0.06810852738900294 +0.8926263559185357 0.10730355027383677 7.009380762752487E-5 +0.08486843861060876 2.724341984618444E-4 0.9148591271909293 +0.001995167608239869 0.9909545449947316 0.007050287397028583 +0.9916151687179904 0.002955882514938245 0.005428948767071246 +0.008116528723272379 0.799758181353917 0.19212528992281058 +0.004164354363002029 0.6546616374643888 0.3411740081726091 +0.29410289669952533 0.7058874769512704 9.626349204214216E-6 +9.372130711575365E-4 0.376258028073792 0.6228047588550505 +0.029913684293677405 8.196094570385093E-4 0.969266706249284 +0.18547518266783464 4.863509293095494E-4 0.8140384664028559 +0.986030667964148 0.01346621754924221 5.031144866098272E-4 +0.9304447803611927 0.06918571021116714 3.6950942764006633E-4 +0.5148215719101648 0.4851781438275537 2.842622815475154E-7 +0.9985742440014962 0.0013341319972237301 9.162400128012115E-5 +0.24640279581717756 1.8776871032054397E-4 0.7534094354725019 +0.9300771754220255 0.009967149381362244 0.05995567519661228 +0.016718255903501365 0.935542300626405 0.04773944347009369 +0.9976982039456919 0.0010376931855656515 0.001264102868742454 +0.929999453074703 0.03279699650530319 0.03720355041999382 +0.7014404585533324 0.23889892072294353 0.05966062072372423 +0.014368635549618704 0.9668320012151456 0.018799363235235678 +0.6112441517157464 0.3727055624651874 0.016050285819066243 +0.10539200675292096 0.0014035654824253194 0.8932044277646538 +0.7509763078526349 4.946598818559394E-4 0.2485290322655091 +0.9592464560687229 0.03764399569326727 0.0031095482380097614 +0.009995450234125472 0.0028271364742071554 0.9871774132916674 +0.9793192218741645 1.1500401780674665E-4 0.02056577410802861 +0.9963564935629748 7.460795717246278E-4 0.002897426865300571 +6.711315566320719E-4 0.9912370318253023 0.008091836618065722 +0.37023523743981324 0.6296984606636017 6.630189658502465E-5 +0.22261238119616403 0.7773826326776045 4.9861262313139345E-6 +0.147689498362542 0.8522266514723645 8.38501650935207E-5 +2.3943411009656767E-4 0.5121294343533672 0.48763113153653614 +0.29619922170945584 0.04263136865053418 0.6611694096400099 +0.9470627356526543 0.05293496254114933 2.3018061963597677E-6 +4.162652366654889E-4 0.9836705222278286 0.015913212535505858 +0.9991480794795524 8.144146986182773E-4 3.750582182938974E-5 +0.0014937189520515437 0.9718821328706408 0.026624148177307565 +0.022275647471119278 0.9251138256251449 0.05261052690373588 +0.9842587658933383 0.010688832376060985 0.005052401730600731 +0.013467049750675399 0.03819342169306203 0.9483395285562626 +0.9988817814146993 1.759010040486769E-5 0.0011006284848959018 +0.9552141016555963 0.002172072917253472 0.04261382542715028 +0.015855427707802728 0.012450862911033575 0.9716937093811637 +0.01950034276549325 0.6538885214062061 0.32661113582830065 +0.00399251811919469 0.9880785779780209 0.007928903902784359 +0.9774401866980571 7.503553519143739E-6 0.02255230974842387 +0.9973478034997164 1.963280683323988E-5 0.0026325636934504027 +0.9227545841964664 0.07724436439696884 1.051406564881318E-6 +0.9972362968377444 1.6659723090542536E-4 0.0025971059313502475 +0.9896156821426793 0.0021876726944859157 0.008196645162834767 +0.809878148763786 1.9528997558494908E-4 0.18992656126062898 +0.21724456530547345 0.7826795484342677 7.588626025903439E-5 +0.0013684772796003259 0.9364240059208639 0.062207516799535824 +0.9999121147727293 5.610188204723568E-5 3.1783345223479046E-5 +0.9534023764624276 0.0465952644817166 2.3590558555770794E-6 +0.9442571466293483 9.008600065759422E-5 0.05565276736999409 +0.00429415228222483 0.959159806737937 0.03654604097983817 +0.9831830307710471 1.0352616859123374E-4 0.01671344306036163 +0.9967123055041855 4.024881362573092E-4 0.002885206359557137 +0.9986615753494538 3.799047098448464E-4 9.585199407014058E-4 +2.0331441450422084E-4 0.3510934306812911 0.6487032549042047 +0.9879503873803185 0.01204175739238141 7.855227299962957E-6 +0.7053147188260508 0.005975017199917438 0.2887102639740319 +0.9382465936719241 0.06167856559373802 7.484073433794823E-5 +0.011371081256055252 0.942124203957615 0.04650471478632979 +0.016291263099336654 2.2589547558299537E-4 0.9834828414250802 +0.0827506555680018 0.10238027628505168 0.8148690681469465 +0.9922776908092535 0.0038846699152670374 0.0038376392754793406 +0.08673182940769537 7.725872609455538E-4 0.9124955833313589 +0.9895874576634928 0.010409570048754107 2.9722877531776154E-6 +0.7710255945915747 0.2219786421459807 0.006995763262444585 +0.630072738875098 3.165156521176853E-5 0.36989560955969025 +0.9977061204872281 3.526324138736221E-5 0.0022586162713847304 +0.05568999821507123 0.011039839460277766 0.933270162324651 +0.8038472138360204 0.021878026385179692 0.17427475977879986 +0.9893939538233624 0.010585854170368239 2.0192006269479462E-5 +0.9229737648294886 7.255652992241712E-4 0.07630066987128735 +0.8209241439945496 0.057761849281194676 0.1213140067242558 +0.11663803638623906 0.0018869096736105987 0.8814750539401505 +0.018884772874828516 0.9808312701039665 2.8395702120490024E-4 +0.9979196058524751 0.0014519512972219462 6.284428503030177E-4 +0.9965993166505306 2.0071076494773923E-4 0.0031999725845216712 +0.00853324317283642 0.038201259828957966 0.9532654969982056 +0.023965250417845918 0.07713816532916667 0.8988965842529874 +0.9957940226235822 0.0016470548174508826 0.0025589225589668853 +0.033039886814498085 0.90493625273676 0.062023860448741905 +0.8892259936070297 0.011402351356057659 0.09937165503691255 +0.10001220793009215 0.004607571682702915 0.8953802203872049 +0.699747577209139 0.30024450276989395 7.920020966942909E-6 +0.0012661686108257687 0.06656209188003409 0.9321717395091402 +0.9895303904759009 2.9198532828165698E-5 0.010440410991270915 +0.9847167675704144 0.011139045989461012 0.00414418644012455 +0.019999742219059806 0.9771584855495552 0.0028417722313851157 +0.8877824687297431 0.047340052427788194 0.06487747884246868 +0.9449745853072545 5.35897244958623E-4 0.05448951744778698 +0.9680878427944394 0.008980326613974502 0.022931830591586176 +0.0037921840233142274 0.021846552864273908 0.9743612631124118 +0.06021753439927537 0.9367775671502914 0.00300489845043331 +0.0024041651262994945 0.27878135561639783 0.7188144792573026 +0.9945126084794015 0.005486899515514389 4.920050842713227E-7 +6.054297343976623E-4 0.9809388532502575 0.01845571701534469 +0.1402123472942271 0.8529957163752324 0.00679193633054047 +0.03527487362126393 0.9645753763499985 1.497500287376322E-4 +0.9839200233859462 0.015959075352216082 1.2090126183779918E-4 +6.877120708646119E-4 0.19555228473749814 0.8037600031916373 +0.999825192185198 1.5680332418555496E-4 1.8004490616549403E-5 +0.006960119890444731 0.04425124648796266 0.9487886336215926 +0.004434723373569798 0.8906169931221656 0.10494828350426462 +0.0017438417797723327 0.9715606291704985 0.02669552904972918 +0.679827923041914 0.002249708513392219 0.3179223684446938 +0.013935064059806756 0.9847136112153787 0.0013513247248146155 +0.9905474901820892 0.00211456239599364 0.007337947421917181 +0.013313282862355396 0.9865195271948652 1.6718994277918197E-4 +0.01330334474145128 0.8874923070773602 0.09920434818118852 +0.9862427941699248 0.012550034212493065 0.0012071716175822212 +0.0029894887103415315 0.9944262679530492 0.002584243336609254 +0.9998887845080517 6.91116043162437E-5 4.21038876320014E-5 +0.03427322678535137 0.9646868786588946 0.0010398945557541202 +1.6339035779856713E-4 0.9754555926365246 0.024381017005676825 +0.9999549504330628 1.5155446422698157E-5 2.9894120514515246E-5 +0.9964785147607376 0.0013324712725726686 0.002189013966689783 +0.0326154952829975 0.9669839383556241 4.005663613785162E-4 +0.9973616820022674 0.0018158462111988577 8.224717865337515E-4 +0.0428835577948928 0.037691551852656206 0.9194248903524511 +0.2985954303747381 1.1529753670517702E-4 0.7012892720885567 +0.034872957288510094 7.236443051068461E-4 0.9644033984063831 +6.678315314079402E-4 0.9854878396864591 0.013844328782133045 +0.9933125738505109 0.005883326492196244 8.040996572930694E-4 +0.9929634699735271 0.005410495738706773 0.0016260342877662337 +0.4889899561228868 9.065420784209665E-5 0.5109193896692711 +0.9954344061146947 0.004513444167894427 5.214971741079132E-5 +0.9617016407771608 8.521298707927078E-4 0.037446229352046466 +0.9983974125727654 8.194441905589378E-4 7.831432366757072E-4 +0.9911587921698618 8.027205931828708E-5 0.00876093577081987 +0.0027193293802603557 0.05767243602110177 0.939608234598638 +0.9977026044248589 0.002167512732029048 1.2988284311209276E-4 +0.9893497014661041 0.009908091995402676 7.42206538493215E-4 +0.6589066771687675 1.401444767804555E-5 0.3410793083835543 +0.016563509922765854 0.015599308021051923 0.9678371820561821 +0.9910779661760577 0.008534869564906922 3.8716425903541173E-4 +8.562129465931128E-4 0.9764880823086459 0.022655704744761036 +0.003547207178528417 0.9663874301368307 0.030065362684640908 +0.07151666159000554 1.360867767134641E-4 0.928347251633281 +0.7929606997889551 0.20664180992159986 3.974902894448809E-4 +7.968052707098687E-4 0.9989327884926367 2.7040623665340526E-4 +0.0014906407795681747 0.9283101689699746 0.07019919025045726 +0.006513742124958383 0.7874925994003736 0.20599365847466802 +1.6636269033331097E-4 0.15842960059298866 0.841404036716678 +0.9871398277666622 0.00446252772124723 0.008397644512090527 +0.7434493511472074 7.534914424947223E-4 0.2557971574102978 +0.9896891921960496 0.010212448692130168 9.835911182020529E-5 +0.06257913690415987 0.9348469015084998 0.0025739615873402373 +0.9603313321141695 0.03963690710996841 3.1760775862006336E-5 +0.08698474493072463 0.6572789543323133 0.2557363007369621 +0.9948774672692523 6.759236525863982E-4 0.004446609078161402 +0.0334529948244215 9.856506261915515E-4 0.9655613545493869 +0.8439588821284508 0.03496388110128675 0.12107723677026248 +0.932485917810652 0.010333100038491881 0.05718098215085612 +0.9978665781493941 0.0017138796433198715 4.1954220728622645E-4 +0.006634404530255788 0.98139987118463 0.011965724285114167 +7.129658348485323E-4 0.9499205227822304 0.04936651138292112 +0.10870579889405944 0.890778311442179 5.158896637615879E-4 +0.9989304880005777 1.0006940138167895E-4 9.694425980407226E-4 +0.9993325286846065 6.320866214674176E-4 3.538469392593776E-5 +0.9974724696508036 0.0025023879843433174 2.5142364853227106E-5 +0.07107529573318218 8.641209095739023E-4 0.928060583357244 +0.014623118544103149 0.004942599924572057 0.9804342815313248 +0.08805952718246958 0.0013960592218270906 0.9105444135957034 +0.4327682130846352 0.5598693086816388 0.007362478233725965 +0.017866876349217672 0.01858223318579188 0.9635508904649904 +0.011306397924632018 0.0862938912840035 0.9023997107913644 +0.018063440113058177 0.9758252434143662 0.0061113164725756335 +0.002602272025484298 0.015047114133360602 0.9823506138411552 +0.9799199943741518 0.010824744434059574 0.009255261191788586 +0.9938679152067613 2.801052214382523E-4 0.005851979571800488 +0.9278307078300143 8.59805946124983E-4 0.07130948622386081 +0.10315176298692036 8.145690231039569E-4 0.8960336679899757 +0.8794252881339211 0.1170739591543916 0.003500752711687375 +0.9728517127832162 1.115934030576875E-5 0.027137127876477922 +0.4599114749986382 0.0012147401988724217 0.5388737848024894 +0.8894851898189546 0.10920970253161531 0.0013051076494301102 +0.992886104048901 1.7243682597246007E-4 0.006941459125126553 +0.8204487355908058 0.17955052893590284 7.354732913846308E-7 +0.9990683525754295 4.6745005469358663E-4 4.641973698769747E-4 +0.9976587774463104 7.572114488165426E-4 0.001584011104873057 +0.05143359428799116 0.9485113600228032 5.5045689205631936E-5 +0.99876874583671 1.21172660411786E-4 0.0011100815028782225 +0.001074085044701596 0.9859310205081036 0.012994894447194883 +0.9960667918028838 4.2437606143701007E-4 0.003508832135679186 +0.9935668719387242 0.005902750403254144 5.303776580215805E-4 +0.8618540154630989 0.021239022345731044 0.11690696219117 +0.9834503684744248 0.016422207947868056 1.2742357770716194E-4 +0.0025714400587090666 0.10941621363368456 0.8880123463076064 +0.9997435048161618 2.5522574750682227E-4 1.269436331361537E-6 +0.004059272228389875 0.8024411193605111 0.19349960841109892 +0.0028601289586893883 0.019549347529125363 0.9775905235121852 +0.02170853396137004 0.9675556315302801 0.010735834508349768 +0.9996058089972796 3.822578066284873E-4 1.1933196091890632E-5 +0.0020221526983799625 0.995300159177201 0.002677688124419005 +0.9971010221486707 6.500412223702437E-4 0.0022489366289591664 +0.11506633850277091 0.005356838663795823 0.8795768228334332 +0.9968727886148141 0.001700024310779069 0.0014271870744068593 +0.007065569714012431 0.013558386813557801 0.9793760434724298 +0.9752340681032662 0.024251254235517317 5.146776612166336E-4 +0.9979046625673401 2.1155822400002782E-4 0.0018837792086599798 +0.006088695795616449 0.9899209326942805 0.00399037151010309 +0.9870227163149542 0.0017489856446056562 0.011228298040440177 +0.9954223730331482 1.7657893272651976E-4 0.004401048034125188 +0.03126825949667626 1.0833880832253952E-4 0.9686234016950013 +0.13954878704932713 0.8604148776417683 3.633530890439956E-5 +0.30080373216186856 0.004822291919825369 0.6943739759183062 +0.45854595568785605 8.193750416769732E-6 0.5414458505617271 +0.9024278777032247 0.0974017889196835 1.7033337709178358E-4 +1.5434775537756266E-4 0.8380373461209292 0.16180830612369326 +0.9955562775721477 0.004180274206709154 2.634482211431001E-4 +6.846002217160769E-4 0.9693601467800264 0.029955252998257537 +0.7710112918101051 1.889846840044831E-4 0.2287997235058904 +0.4306647446955662 7.217849626307129E-5 0.5692630768081707 +0.9986957175010901 1.5179481740330036E-4 0.001152487681506538 +0.0428835577948928 0.037691551852656206 0.9194248903524511 +0.058492541151971895 0.9113866652938868 0.030120793554141358 +0.9974974548098949 0.00228671553868913 2.15829651415975E-4 +0.9696797760782968 0.030065235089546942 2.5498883215633147E-4 +0.005041627580614765 0.3168863073632595 0.6780720650561257 +0.9941698024284091 0.004854863056360104 9.753345152307782E-4 +0.9995965426049381 2.90685690280469E-4 1.1277170478135882E-4 +0.9995390369341958 1.560413368342056E-4 3.049217289700613E-4 +0.9151012801988645 0.08452277473482021 3.7594506631526695E-4 +0.0014093383075351575 0.025770818522215324 0.9728198431702495 +2.2648102370499725E-4 0.8625575930146586 0.1372159259616363 +0.9123772128850807 0.08758169823235604 4.108888256331565E-5 +0.9987250067530944 1.1034819588502438E-4 0.0011646450510205413 +2.415250599061826E-4 0.6122004875272923 0.3875579874128015 +0.9796448425770118 0.018156362999078742 0.0021987944239094137 +0.8572187667372669 0.13139637273943414 0.01138486052329892 +0.04740503650406084 0.8065775043426395 0.1460174591532995 +0.37206319156860657 0.0010984174026763584 0.6268383910287171 +0.08479847037472307 0.9151614820497481 4.0047575528924775E-5 +0.9939379509911552 0.0051653180273120896 8.967309815327958E-4 +0.057352058391242876 0.00965514890782876 0.9329927927009285 +0.9985441472071287 2.7576363169136376E-4 0.0011800891611800047 +5.293415970078831E-4 0.7715123483210177 0.2279583100819745 +0.9987446578873809 0.0011663012898552943 8.904082276396957E-5 +0.056505511322044746 5.991143797371654E-6 0.943488497534158 +0.06467085040397501 0.0015028637354915157 0.9338262858605335 +0.8357245330981009 3.5165876053573197E-4 0.1639238081413634 +0.42689625939455106 0.020833846156957724 0.5522698944484911 +0.03325381019244007 0.03955808889421292 0.927188100913347 +0.922715024027812 0.0013574206251784522 0.07592755534700954 +0.4542535324685507 0.5260039748299209 0.0197424927015284 +0.5768704232642782 2.3349430578668417E-4 0.4228960824299352 +6.877120708646119E-4 0.19555228473749814 0.8037600031916373 +0.0027396734245676295 0.01089857795432658 0.9863617486211058 +0.998573456016533 9.497629418315702E-4 4.7678104163548956E-4 +0.01556467293157915 0.06463336099382169 0.9198019660745991 +0.9853403324176431 2.67487948683223E-4 0.014392179633673622 +0.99934715982424 6.201028000932149E-4 3.273737566678605E-5 +0.7468596908826239 1.6115229008071286E-4 0.2529791568272955 +0.9967906672032224 3.998435407636176E-5 0.0031693484427012517 +7.94667218121019E-4 0.7165199182481294 0.2826854145337495 +0.7245774192190336 0.2754125312681575 1.0049512808963421E-5 +0.0014877852884675384 0.9801161432697323 0.018396071441800103 +0.9991917943176079 2.6040779293740142E-5 7.821649030983935E-4 +0.48796771483428025 0.5120201866446474 1.2098521072444023E-5 +0.9964702543708455 0.0017017657721137953 0.001827979857040731 +0.9926805839376173 0.0016589424024175373 0.005660473659965115 +0.02479491217657629 0.002708116695407745 0.972496971128016 +0.058268467832281366 3.5087634491502307E-6 0.9417280234042695 +0.023940141640327997 0.9751058468727353 9.540114869366705E-4 +0.047347537532459995 0.9385793778912477 0.014073084576292248 +0.018604911587788923 0.07881556250747873 0.9025795259047323 +0.9124588428748044 2.6529942804969796E-5 0.08751462718239063 +0.9937783824301419 0.006213108405281799 8.5091645761906E-6 +7.282455584252665E-4 0.252517331156266 0.7467544232853086 +0.10738602057047426 0.8901031872265615 0.0025107922029641455 +0.038211481100807 0.002990643050064801 0.9587978758491282 +0.9950489722080076 6.25912117269288E-4 0.0043251156747231055 +0.8118874767548485 0.0037495157659690713 0.1843630074791823 +0.5876347815768618 0.4123626760068872 2.5424162510723305E-6 +0.9992625322656192 5.223397787293309E-4 2.1512795565145412E-4 +0.996973118301554 0.002343391222262103 6.834904761838416E-4 +0.027878855982151073 0.011953411632018547 0.9601677323858304 +0.9934268827766133 0.003485797330763966 0.003087319892622793 +0.06202002500042953 0.9378075616344398 1.72413365130549E-4 +0.9977485567955047 5.297329837010722E-4 0.0017217102207941215 +0.5882692463837461 0.3755102568300243 0.03622049678622951 +0.9927412712969157 0.0071163522614982305 1.4237644158609315E-4 +0.4811190093639256 0.5188804073638887 5.832721856406026E-7 +0.9929471055234673 0.002376170010769273 0.004676724465763376 +0.15121276485874383 0.8472199406396436 0.0015672945016127907 +0.990302060988251 0.009311287930351738 3.866510813973156E-4 +8.18727694159894E-4 0.9832670326176818 0.01591423968815838 +0.998415580058542 3.898562114093986E-6 0.0015805213793438592 +0.9955319487806812 8.313037054096978E-4 0.0036367475139089792 +0.04495265865144354 0.9550010426247774 4.6298723779220554E-5 +0.9993653910954521 4.6255264815306017E-4 1.7205625639474123E-4 +0.005113849216649695 0.9909259198006538 0.003960230982696443 +0.9580118483904242 0.030109730874674643 0.01187842073490117 +0.9831384422362158 0.003167050574103142 0.01369450718968102 +0.008277730806180465 0.010774035424605106 0.9809482337692145 +0.13240939553430864 3.263154182282731E-4 0.8672642890474631 +0.8256515963783041 0.17240360045563505 0.0019448031660608692 +0.9931699684785003 0.0014207757809860937 0.005409255740513709 +0.99038812645364 0.00907653073845676 5.353428079032719E-4 +0.9991657436019336 7.702610382129406E-4 6.399535985359755E-5 +0.7079061413494271 0.2885626826787526 0.0035311759718202862 +0.03527487362126393 0.9645753763499985 1.497500287376322E-4 +0.6068597820535422 3.435729228124559E-4 0.39279664502364525 +0.9745490403889141 0.022704187028928517 0.002746772582157381 +0.987698928031057 0.007954800889839363 0.004346271079103599 +0.02648465843586074 0.3880168399279742 0.585498501636165 +0.14303849559343731 0.8568115757775608 1.499286290018499E-4 +0.5798905430012617 0.42010724119460796 2.2158041302688275E-6 +0.9764899721154264 0.014922258919808203 0.008587768964765381 +0.05547872608263963 0.0027642749154468526 0.9417569990019136 +0.9922410310965293 1.1525297913095684E-4 0.007643715924339815 +0.9992125985968181 5.662213609647428E-4 2.2118004221704268E-4 +0.0026152752536419644 0.645612673871038 0.35177205087532004 +0.992348335622499 9.764874696470075E-6 0.007641899502804563 +0.0062495428833200875 0.005018372371353992 0.9887320847453258 +0.1702515233975863 0.0017625421377696268 0.8279859344646441 +0.9993752007334414 1.489117730337511E-4 4.758874935248716E-4 +0.5680397593042542 7.732170999614876E-4 0.43118702359578426 +0.006558684413146309 0.9901562899769724 0.003285025609881323 +0.8369028850065946 0.1630856513205481 1.1463672857325794E-5 +0.9994743355891165 6.110596991764633E-6 5.19553813891936E-4 +0.9998280363723375 1.163465407457862E-5 1.603289735878457E-4 +0.8237843734842107 8.628495045893834E-6 0.17620699802074333 +0.01591594509043629 0.9816580613003908 0.0024259936091728354 +0.002183666388259816 0.9612780237312555 0.03653830988048464 +0.9614955761178048 0.03833060462886072 1.7381925333443852E-4 +0.9989821548713849 5.802600104394069E-4 4.3758511817577536E-4 +0.0013805414174804598 0.6656155233612869 0.3330039352212326 +0.9655150981360763 0.03418363010249867 3.012717614250838E-4 +0.9866547800444257 0.010410007410772368 0.0029352125448018442 +0.5050501938121746 0.002847748348293458 0.4921020578395319 +0.6353455417068349 3.27267993280875E-5 0.364621731493837 +0.991333966872789 0.003936635328617743 0.004729397798593295 +0.9950873824413489 0.003023670910672212 0.0018889466479790516 +0.11133143923138188 8.085188820915297E-5 0.888587708880409 +0.9642146824441057 0.032311466941227274 0.0034738506146670092 +0.9987048377550373 2.015445171307005E-4 0.0010936177278320506 +0.45264930034784445 2.69658124352315E-4 0.5470810415278032 +0.9973155394874074 0.0022428987258589985 4.4156178673364664E-4 +0.9893575099568153 0.007586015326109497 0.0030564747170751714 +0.9911939261321471 2.4440727027956276E-4 0.008561666597573394 +0.18388557949439238 0.5222280269970592 0.2938863935085484 +0.9956353423865831 0.004295192512133494 6.94651012833089E-5 +0.011195200017247746 0.019201630896663296 0.969603169086089 +0.9996266483866328 1.0909532781295377E-4 2.6425628555421253E-4 +0.3625388385430559 1.0497599602610959E-4 0.637356185460918 +0.05299785939010746 0.946285146677082 7.169939328104893E-4 +0.8548711666226197 3.105022265685241E-5 0.14509778315472344 +0.011486653172842505 0.9880893847686046 4.2396205855295004E-4 +0.04965441854687471 1.342485809030312E-4 0.9502113328722223 +0.9951855992235591 8.329626502903311E-5 0.004731104511411852 +0.9997444169339481 2.278385265627289E-4 2.774453948918073E-5 +0.9298236133808745 1.0747032049717397E-5 0.07016563958707585 +0.968953692220888 0.015231657221026927 0.015814650558085 +0.9827159044991138 1.6803821564924439E-4 0.017116057285236932 +0.9798588976485215 0.019903705473992634 2.3739687748579623E-4 +0.1648335464638573 0.003382141296770852 0.8317843122393719 +0.03079938875732604 0.9677227290998253 0.001477882142848698 +0.9913786577671354 2.451470954505116E-5 0.008596827523319544 +0.03926142268557283 0.6103688694786035 0.3503697078358238 +0.9064300784440844 0.09342922654424711 1.4069501166832132E-4 +0.0040421381530956 0.003231066803778921 0.9927267950431254 +0.006086969950499041 0.030129799637593713 0.9637832304119073 +0.0019194763001982248 0.044456691779108576 0.9536238319206932 +0.9992104114052117 7.880985580846616E-4 1.4900367035394183E-6 +0.9159001094349499 0.0774882992929056 0.006611591272144511 +0.8951634624838798 2.102313586923421E-4 0.1046263061574278 +0.9980829635587555 1.3057503625078326E-4 0.001786461404993746 +0.9944233949369307 0.0022889050567891298 0.0032877000062802304 +0.009891122743486816 0.020258853563751643 0.9698500236927615 +0.5982818150763828 0.03390426192699527 0.36781392299662197 +0.06886513323448232 0.9309870089050374 1.4785786048036363E-4 +0.21149086299092837 0.788213125250157 2.9601175891473633E-4 +0.0021671330069462503 0.9366180009978846 0.06121486599516913 +0.9562310990406252 0.04366740423831478 1.014967210598279E-4 +0.0014549457900519494 0.7908263326799778 0.20771872152997034 +0.9968302968926234 9.945312481595566E-4 0.002175171859217032 +0.9991081685767802 8.797113971247174E-4 1.2120026094945145E-5 +0.9997373492422003 7.042329656182875E-5 1.922274612379253E-4 +0.9988060276561083 2.957544961376983E-4 8.982178477542466E-4 +0.005788723126845945 0.9930944905672667 0.0011167863058872947 +0.9903632213855665 0.0032665498539318815 0.006370228760501552 +0.9833431152072795 0.011742334000348005 0.004914550792372515 +0.03191927303118363 0.0021975299076605875 0.9658831970611558 +0.9976758577410845 0.002145592678786998 1.785495801286535E-4 +0.9990178350218993 1.0290475744914503E-5 9.718745023557728E-4 +0.6178754335218044 0.0015086323599067498 0.3806159341182889 +9.446870460292331E-4 0.962818573477474 0.036236739476496686 +0.9998314599928225 2.7956925727253335E-5 1.4058308145038147E-4 +0.9884199854955509 0.007328738305548513 0.004251276198900602 +0.005654759853520753 0.8948159441436023 0.09952929600287691 +0.0428835577948928 0.037691551852656206 0.9194248903524511 +0.10640491700098705 0.0013158767242843561 0.8922792062747286 +0.6930332784507423 1.7928875954523418E-4 0.3067874327897126 +0.9690758099709266 0.03070549584104455 2.1869418802875467E-4 +0.011571009186838423 0.9842926787677093 0.00413631204545225 +0.9956454213985586 6.754048977789411E-5 0.00428703811166354 +0.02945180762451798 0.04641537753065881 0.9241328148448231 +0.277390737234409 0.43336885335289593 0.28924040941269513 +0.007940745905300901 0.12423341266887007 0.867825841425829 +0.3386975059714199 0.6612471524776766 5.534155090358359E-5 +0.018153246262576618 0.8905738261289348 0.0912729276084887 +0.01690504372165531 0.9818085863892356 0.0012863698891091 +0.07890562791539416 0.8526791683869146 0.06841520369769123 +0.9896607045512101 0.010196483528834606 1.4281191995526988E-4 +0.9950742960718477 0.0025721414888019785 0.002353562439350307 +0.8883233183941068 0.08130386616226694 0.0303728154436262 +0.6655541015720994 0.31815844928282877 0.016287449145071894 +0.0027614602975163487 0.6630360736826815 0.3342024660198022 +0.036119282002679 0.002356074992134977 0.961524643005186 +0.19446729832720103 0.7916954740859332 0.013837227586865907 +0.9981061119152401 2.7913754024225462E-5 0.0018659743307355302 +0.9803056082315598 9.552349415062532E-6 0.019684839419025244 +1.9530804867556322E-4 0.8318443030190521 0.16796038893227225 +0.9724174200019123 0.0032947042538984165 0.02428787574418912 +0.9951771139629951 0.004651372225183479 1.7151381182139587E-4 +0.8070162547314927 5.741083928319391E-6 0.1929780041845788 +0.1541116909194795 2.1116894640327684E-4 0.8456771401341172 +0.22083103449825894 0.004632608555874609 0.7745363569458664 +0.9521787313994959 0.04762424350136504 1.9702509913910906E-4 +0.9872902377099976 2.3051306862395378E-4 0.01247924922137851 +0.10454336680654572 0.19973664180815645 0.6957199913852978 +0.9896449120048023 0.009795839113338981 5.592488818585951E-4 +0.014980658543800728 0.9828578078907367 0.002161533565462638 +0.04896657062790294 0.019204080096848077 0.9318293492752491 +0.041621849677218416 4.199269573103564E-4 0.9579582233654712 +0.0017438417797723327 0.9715606291704985 0.02669552904972918 +0.056186402503942086 7.431743345899E-4 0.943070423161468 +0.99767109526082 0.0010368572329000048 0.0012920475062799437 +0.04307684075331297 6.040087069405914E-4 0.9563191505397465 +0.14816632939444357 0.03412800676529644 0.81770566384026 +0.9800463493133029 0.0012786495756638388 0.018675001111033318 +0.7258932095700817 0.27169328593917874 0.0024135044907394342 +0.8926216758625911 0.021035586674567144 0.08634273746284178 +0.10558573866259345 0.0013253677409941185 0.8930888935964124 +0.4618406909915081 9.615055621057862E-5 0.5380631584522814 +2.4484575378551063E-5 0.6081327957155426 0.39184271970907897 +0.38720148049539954 2.4186443332157486E-4 0.6125566550712788 +0.9723367907691123 0.02541415065800755 0.0022490585728801625 +0.1071456996984981 0.005821663827541346 0.8870326364739606 +0.7954861445232957 0.07130423734759522 0.1332096181291091 +0.0022112802983864626 0.11866781745660294 0.8791209022450105 +0.995698616927816 0.0016526647632570403 0.0026487183089269335 +6.568236875119604E-4 0.9985137129748476 8.294633376403163E-4 +0.022147333139984713 0.9775311395237355 3.215273362797661E-4 +0.11472197589679306 0.8842063244888329 0.001071699614374055 +0.068939284635854 0.9308308771873748 2.2983817677111286E-4 +0.20771032568688655 2.1233663265428945E-4 0.7920773376804591 +0.9996672011444677 3.269890062221259E-4 5.809849310222847E-6 +0.0027190598199115785 0.6076687619174057 0.3896121782626828 +0.9866454907096085 0.011657581782586683 0.0016969275078045922 +0.0012504242720651482 0.3951882335682477 0.6035613421596872 +0.003437818288673583 0.035355265978877684 0.9612069157324488 +0.008647310922153206 0.8932622697021396 0.09809041937570714 +0.9945666486052525 2.6566081611173558E-5 0.005406785313136198 +0.21644283032173825 0.7835274324077138 2.973727054806936E-5 +0.9995329990740165 2.697232532885059E-4 1.9727767269487115E-4 +0.001491249955370884 0.9951025561334441 0.003406193911185009 +5.477592874562375E-4 0.8609256747714907 0.13852656594105303 +0.028403674218831852 0.022419777673089496 0.9491765481080786 +0.9993350626124052 3.8080832474615955E-4 2.8412906284861465E-4 +0.005231859680301563 0.002616310509624175 0.9921518298100742 +0.9982362813398669 6.07096537405219E-4 0.0011566221227279714 +0.9766007600622733 0.016772382368969104 0.006626857568757634 +0.020677212133841 0.961210895460588 0.018111892405571015 +0.00556397914737911 0.9697416647628205 0.024694356089800324 +0.027084668984047086 0.0027085935635422233 0.9702067374524108 +0.00398833668582309 0.3030415409276084 0.6929701223865686 +0.8320056485910203 0.09735058709099487 0.07064376431798479 +0.9995672579942312 1.0239446421537218E-4 3.303475415534042E-4 +0.9577836739207479 0.03732519179315268 0.00489113428609937 +0.997246378213977 0.0026067427969118603 1.4687898911122606E-4 +0.0026439721823343317 0.04075462994206979 0.956601397875596 +0.03983732458297214 0.9556288211644764 0.004533854252551214 +0.2840511899142942 0.34846339591512815 0.36748541417057773 +0.008722458355802439 0.9814695756377665 0.009807966006431024 +0.9722898632497153 0.008986803155061344 0.018723333595223306 +0.9756250204147856 0.023072458154067343 0.0013025214311471077 +0.023025653296127394 0.01183297117341304 0.9651413755304595 +6.808218438357564E-4 0.9618393488389362 0.037479829317228125 +0.9979014223496618 0.0011646986842566084 9.338789660816163E-4 +0.0025690613798741 4.050713879028108E-4 0.9970258672322231 +0.0010000302483961156 0.9748924143489387 0.024107555402665078 +0.0022634583410810678 0.9954593901771326 0.002277151481786373 +5.099531551035506E-4 0.9860694671397956 0.013420579705101009 +0.008016904553592566 0.004273990865981171 0.9877091045804262 +0.75183730618234 0.001022642945480766 0.24714005087217925 +0.9945719355587261 0.0020123816553216504 0.0034156827859523004 +0.9973853776090043 0.0015636080548186515 0.0010510143361769145 +0.0015108879654935018 0.9931046308950245 0.0053844811394819945 +0.04955489622873759 0.0013062717217668465 0.9491388320494957 +0.06202002500042953 0.9378075616344398 1.72413365130549E-4 +0.8271047040023398 2.6843367891220445E-4 0.1726268623187479 +0.9934182626596233 0.005359430426706573 0.0012223069136700797 +0.9994033211671206 5.150610857578385E-5 5.451727243038069E-4 +0.9939097313295758 3.3552419102913616E-4 0.00575474447939515 +0.008920482624506744 0.9897902498987362 0.0012892674767570598 +0.15371532971654883 0.004592538001544839 0.8416921322819063 +0.7107320236635901 3.595516561223963E-4 0.2889084246802874 +0.01570217147583129 0.007097179314951319 0.9772006492092173 +0.9656093122665603 0.03433306426317793 5.762347026153267E-5 +0.007745791867322054 0.0012213083907766159 0.9910328997419013 +0.03964164859639521 0.003373537544000723 0.9569848138596042 +0.9970901533278528 0.002519345735493052 3.9050093665403065E-4 +0.49838313651987237 0.5016166309144978 2.3256562988104343E-7 +4.701666864817137E-4 0.975647648615307 0.023882184698211382 +0.9794390370041772 0.020278656257113704 2.8230673870897546E-4 +0.5878934597310949 0.41008336882155816 0.0020231714473470824 +0.998064644629048 0.0014620219823593236 4.733333885926289E-4 +0.999303199663958 6.409270860709936E-4 5.587324997103214E-5 +0.9644469631777945 0.024617279106925214 0.010935757715280292 +0.9713955244872889 0.0018253842486849628 0.026779091264026146 +0.9998185722424469 1.4541845800568613E-4 3.6009299547486615E-5 +0.008920482624506744 0.9897902498987362 0.0012892674767570598 +0.04224291173610859 0.9576405860569186 1.1650220697278643E-4 +3.468530190787171E-4 0.7014430232594068 0.29821012372151445 +0.999085805130484 5.327534357118533E-4 3.8144143380422995E-4 +0.24449463163201926 0.7554989229751842 6.4453927965343176E-6 +0.9995101722672602 6.631730770942705E-5 4.235104250303897E-4 +0.9649371401971392 0.033152294020848516 0.0019105657820124092 +0.9996936865852005 1.8988028036078218E-5 2.8732538676339654E-4 +0.23891210634605245 2.757431389489369E-4 0.7608121505149985 +0.9625053691471743 9.220021348991709E-4 0.03657262871792647 +0.29378423666944103 0.10811379449433951 0.5981019688362196 +0.04682728164962578 0.015964822450155857 0.9372078959002184 +0.003095230826565022 0.7705394481809228 0.2263653209925122 +0.9970596811892064 3.7859351380287675E-4 0.002561725296990657 +0.005772339482975674 0.9940527083278071 1.749521892172031E-4 +0.059857935928701006 0.8211168701741796 0.11902519389711945 +0.30716892283545094 0.6927990762322795 3.20009322696503E-5 +0.032412755309047914 0.9563104231605641 0.011276821530388037 +0.00751660988861818 0.013361944565661718 0.9791214455457202 +3.9480138647727425E-4 0.07257389872501141 0.9270312998885114 +0.035539418122537 0.9642201834213575 2.4039845610540896E-4 +0.23265211288634383 6.800995158733769E-5 0.7672798771620688 +0.1410499771746638 1.4606286994822974E-4 0.858803959955388 +0.9998154130269599 1.553807063507076E-4 2.92062666892745E-5 +0.05275262064658571 5.153435959329213E-4 0.9467320357574814 +0.9987297282078144 1.971910320160796E-4 0.001073080760169462 +0.9993705392702709 2.0268809741297883E-4 4.2677263231614835E-4 +0.018830754230145248 0.9738464324770649 0.007322813292789792 +4.670209409847048E-4 0.2938054861901148 0.7057274928689006 +0.9988699219751696 3.037946003269995E-5 0.0010996985647977813 +0.031092759927030023 0.008873937759582456 0.9600333023133876 +0.021292298238871542 0.9784530184634648 2.546832976636816E-4 +0.06334423944727223 0.9363189691013452 3.3679145138251147E-4 +0.004345434988251642 0.9906653420287339 0.004989222983014476 +0.9369697988536857 0.06302021140377356 9.989742540679521E-6 +0.008516636900509262 0.043804062374529044 0.9476793007249616 +0.06235189329958386 0.9372612386400625 3.868680603536599E-4 +0.06819108795945361 0.021931433895307294 0.909877478145239 +0.0010074313891762258 0.9588690450198887 0.040123523590935094 +0.8644607001004445 0.1305804419008126 0.004958857998742929 +0.9981522266831271 5.45960178882412E-4 0.0013018131379903995 +0.918865564595164 0.06823263189491618 0.01290180350991986 +0.9997375014131736 5.141402292750852E-5 2.1108456389905096E-4 +0.07057944389569765 7.407431512485528E-4 0.9286798129530538 +0.0012884574613587863 0.6906942700562683 0.3080172724823729 +4.0863286328123656E-4 0.9873311800783581 0.012260187058360733 +0.9929154821144378 5.110885620484344E-6 0.00707940699994172 +0.9925850233658557 0.0068068937981607906 6.080828359832892E-4 +0.9907398626440865 1.7218525894568588E-4 0.009087952096967809 +0.5738742506048156 2.5825288910129633E-5 0.42609992410627423 +0.16065562925057314 0.7933447704525193 0.04599960029690763 +0.3207098788298783 0.0011067397529465539 0.6781833814171752 +0.004855132363848295 0.8774216669035888 0.11772320073256282 +0.9686371679471095 0.0014154456627836856 0.02994738639010677 +0.025970532727481597 0.9654199178102804 0.008609549462237997 +0.44564438711204873 0.11309211448711712 0.4412634984008342 +0.9922872493386132 0.005953993793510037 0.0017587568678767253 +0.24640279581717756 1.8776871032054397E-4 0.7534094354725019 +0.9981742845336268 0.0012853900869211371 5.403253794520044E-4 +0.32714144605624507 6.160161585691247E-5 0.6727969523278979 +0.19309331826348924 0.8059988437504563 9.078379860545662E-4 +0.001865364323647844 0.8881393268320619 0.10999530884429018 +0.3556340585661323 0.6442988854109731 6.705602289460031E-5 +0.994493856778321 0.004136080352524437 0.0013700628691545706 +0.9975486425392941 5.794335376595792E-5 0.0023934141069399603 +0.013963216199942965 0.9856755903325458 3.6119346751110106E-4 +0.9973562157921212 1.2669551881668888E-4 0.0025170886890620507 +0.991740504614067 1.8291663195166085E-4 0.008076578753981264 +0.06761147446803643 0.002543565475891938 0.9298449600560715 +0.995884647026433 0.004081131088792399 3.422188477449335E-5 +0.9893575099568153 0.007586015326109497 0.0030564747170751714 +0.016371165687563728 0.0016750398630255227 0.9819537944494108 +0.9979959982734834 3.0528405927678754E-4 0.0016987176672398814 +0.8846365394724243 0.11530223773367018 6.122279390549688E-5 +0.11940007656687819 0.012063769599190062 0.8685361538339318 +0.9973560127449084 2.371790813414076E-5 0.0026202693469574117 +0.008277730806180465 0.010774035424605106 0.9809482337692145 +0.06766148361946835 0.6752292127181724 0.2571093036623592 +0.8755856506601954 4.019100161935884E-5 0.12437415833818519 +0.013277830128203218 0.9809602115832871 0.005761958288509779 +0.8030340246782964 6.042849513212745E-4 0.1963616903703823 +0.9946324169057189 1.9631462108692438E-4 0.0051712684731942665 +0.9100548250009969 0.008124232761276736 0.08182094223772642 +0.9792465726922065 0.020752350455320926 1.0768524725708767E-6 +0.7589305494806224 0.0026331805899342735 0.23843626992944336 +0.9790028112534717 6.43062781133175E-4 0.020354125965395212 +1.0788424248824747E-4 0.5524574668365729 0.4474346489209388 +0.06565678371485015 0.9335788813335095 7.643349516401114E-4 +0.008317409094265963 0.003074541359860326 0.9886080495458737 +0.9986097389240036 3.633603831838909E-4 0.0010269006928124106 +0.03053221090389354 0.0012217022622121525 0.9682460868338942 +0.14032499287965447 0.8574596954911996 0.002215311629145973 +0.21285165630416525 0.7704521725298757 0.016696171165959003 +0.9246721864516634 0.06929310674425235 0.006034706804084189 +0.9974753727292514 0.0023569911281038245 1.6763614264482266E-4 +0.0038824391327716727 0.03169756484924076 0.9644199960179877 +0.9960985213346204 6.113216949315294E-4 0.0032901569704479345 +0.014392120440094434 0.9819441335090963 0.003663746050809266 +0.23783033455166916 5.9645306436426536E-5 0.7621100201418944 +0.050442463967199654 0.025817304894944493 0.9237402311378559 +0.9935869738621613 0.005417857066184206 9.951690716545143E-4 +0.35950946926406985 0.640410243005584 8.028773034623188E-5 +0.9953944923724579 0.004497592695650151 1.079149318918596E-4 +0.018286648497019824 0.9706083511739738 0.011105000329006237 +0.2237086904337904 0.7762902356026805 1.0739635290254124E-6 +0.9479343964794643 0.05200741103022856 5.8192490307037885E-5 +0.9801784388661586 0.019436827291755776 3.847338420855507E-4 +0.9804815319671123 0.016281116487630733 0.003237351545256945 +0.7197177947707358 2.697596903258354E-4 0.2800124455389382 +0.019041538904762602 0.9747030647438725 0.006255396351364877 +0.43616482272756235 5.1880136674807144E-5 0.5637832971357628 +0.9989147178783616 3.612286943111693E-4 7.240534273272357E-4 +0.9771980001845264 0.02269335106528136 1.0864875019216689E-4 +0.9257860643010147 0.07420305944491604 1.0876254069313138E-5 +0.9647704306076773 0.034951955047966304 2.7761434435654054E-4 +0.9937943540253233 7.700970085134317E-4 0.005435548966163301 +0.011195200017247746 0.019201630896663296 0.969603169086089 +0.9844369498362324 0.015561720622507462 1.3295412599922519E-6 +0.9985614306439847 0.001286380979306859 1.5218837670850498E-4 +0.004887965110077714 0.05543371718450813 0.9396783177054141 +0.9893465912677224 0.01064518542044531 8.223311832170284E-6 +0.03932317661826916 0.016322538534289235 0.9443542848474415 +0.12015355895617784 2.8884309592965098E-5 0.8798175567342292 +0.9927029774139988 8.2728295906414E-4 0.00646973962693714 +0.6972298972504483 0.0024651776332714733 0.30030492511628026 +0.0022750144140390297 0.933906026788388 0.06381895879757302 +0.031296189083199755 0.9686768070571087 2.7003859691562146E-5 +0.12256798115369343 0.875687963750836 0.0017440550954705238 +0.6160606461586063 9.831985495083783E-4 0.3829561552918854 +0.9887903257564501 0.008802511021878217 0.002407163221671689 +0.001156319154488882 0.6730133357620298 0.32583034508348124 +0.035689397234691694 0.14694636867034253 0.817364234094966 +0.9972909460368681 0.0024183099210188944 2.907440421129351E-4 +0.8967109202407646 0.10321279389834129 7.628586089400202E-5 +0.03398923233810681 0.9656970727035566 3.1369495833648764E-4 +0.9553176637052406 0.0024785282703904533 0.042203808024368974 +0.0191604782562107 0.9521806327451258 0.028658888998663513 +0.001976057527984279 0.01578565941839271 0.9822382830536229 +0.08140458967561434 0.8998661971869714 0.018729213137414318 +0.8005379348631513 0.001116634356198655 0.19834543078065 +0.6917462090467698 0.3056749219251394 0.0025788690280907937 +0.11116167064458338 0.8887797809403483 5.8548415068559725E-5 +0.9996918425226313 2.3157566237786721E-4 7.658181499084753E-5 +0.9890061389464523 0.010210079006139582 7.837820474080056E-4 +0.09599947372976683 0.001099876373608441 0.9029006498966247 +0.03607649191082728 0.003447434969420429 0.9604760731197522 +0.9987930683741492 0.0011500497202079638 5.688190564284248E-5 +0.9990916822649819 1.3949173534981779E-5 8.943685614831559E-4 +0.8738049428727797 0.1255683009343891 6.267561928311889E-4 +0.9754721608282781 0.020931594584962722 0.003596244586759165 +0.46996450863541755 0.5299765987413545 5.889262322789744E-5 +0.23886756575559887 0.761087653026893 4.478121750803359E-5 +0.05003985624241527 0.9498038212155153 1.5632254206940144E-4 +0.995979804655753 1.2263725863748173E-5 0.004007931618383287 +7.562480629981007E-4 0.9800220583015107 0.019221693635491196 +0.011245940427169615 0.9885409007064426 2.131588663877904E-4 +0.8844254626867531 0.0399663722720897 0.07560816504115711 +0.9421067851052578 0.05344418496357728 0.004449029931164863 +1.066149827253445E-4 0.40521642759946885 0.5946769574178058 +0.9977009503732349 6.188052245780662E-4 0.0016802444021870127 +0.0077512590100633745 0.9919444320205155 3.0430896942111916E-4 +0.0013579120862938327 0.9887220480154312 0.009920039898275078 +0.9980971280571047 6.047314051848919E-4 0.0012981405377104536 +0.05244194322278386 0.0020272256634700234 0.9455308311137461 +0.9666287635710742 0.027155550292256116 0.006215686136669637 +0.5098743618347237 0.06280922327496705 0.42731641489030936 +0.020248016032837865 0.968535346179106 0.011216637788056146 +0.08094043130132246 2.1501715171410427E-4 0.9188445515469634 +0.8507771531094436 0.007335719589919899 0.14188712730063657 +0.10743656470265427 1.4763172023532248E-4 0.8924158035771105 +0.999755491986663 6.148178548957352E-5 1.83026227847514E-4 +0.02928245869160814 0.7440328573204282 0.22668468398796363 +0.9861302890268288 0.013789439720894867 8.027125227623872E-5 +0.9722183421422401 0.027709859812331733 7.179804542810241E-5 +0.18685646163922934 0.8131415401159368 1.998244833904588E-6 +0.9941775727068489 0.00454228167324848 0.0012801456199026068 +0.999672001151292 1.6720265448959525E-4 1.607961942184097E-4 +0.998336097163101 0.001582620804871303 8.128203202763682E-5 +0.8983395606923439 0.10165098232662076 9.456981035436812E-6 +0.9057624939011684 0.09400451724482896 2.3298885400277678E-4 +0.9678646786986022 0.029995479263085642 0.002139842038312135 +0.2842765775386893 0.002411906458090287 0.7133115160032204 +0.021942194581893365 0.9612284695828955 0.016829335835211047 +0.008040528294499012 0.002986132036940653 0.9889733396685603 +0.3148255485806687 0.6851655362450205 8.915174310875448E-6 +0.382519957414912 0.6162057295471144 0.0012743130379737106 +0.029748029731828378 0.9665755441853718 0.003676426082799768 +0.05051847548920396 2.5321856448822736E-4 0.9492283059463078 +0.001174943999247567 0.9881121151989836 0.010712940801768744 +0.9969318229338812 0.002966479565748311 1.016975003705102E-4 +0.005123836293073503 0.9556356553934705 0.039240508313456 +0.007237015376660529 0.0024196106029617617 0.9903433740203778 +0.9984168638204631 2.602991686877233E-4 0.0013228370108491678 +0.844475168627366 0.1545258772374541 9.989541351799387E-4 +0.973118222682792 0.02607606004679527 8.05717270412604E-4 +0.7566898518877759 0.2432930681766373 1.7079935586779863E-5 +0.9918548680459328 0.007931915547766785 2.1321640630047307E-4 +0.9632003923809315 0.03622202181932512 5.775857997435542E-4 +5.35388011898233E-4 0.9740340028023162 0.025430609185785435 +0.008116528723272379 0.799758181353917 0.19212528992281058 +0.0026829456580618753 0.021097304268882216 0.976219750073056 +0.13350609506339606 0.04236818152108756 0.8241257234155165 +0.9134697745968712 0.08637725761769566 1.529677854331589E-4 +0.0095571424216218 0.10290951037148054 0.8875333472068976 +0.997588407519789 0.001400260699954733 0.0010113317802562867 +0.9090623900444423 0.01670444231708555 0.0742331676384721 +0.058776952560103644 0.8941372271051821 0.04708582033471422 +2.680560579502402E-4 0.8697860112949696 0.12994593264708015 +0.019331035716691577 0.9702658608990998 0.010403103384208608 +0.011789532994393588 0.01511010048900412 0.9731003665166023 +0.027320669597791152 9.978989967637487E-4 0.9716814314054452 +0.9953647153153448 3.433993603268008E-4 0.0042918853243285645 +0.8977937780820983 0.0028481236944789606 0.0993580982234226 +0.8960822026946055 3.275039347998199E-5 0.10388504691191454 +0.092685414674006 0.004987765888722403 0.9023268194372714 +0.9951117055520686 0.0048426564728328274 4.563797509850916E-5 +0.9981916762759456 3.6509439083894665E-4 0.0014432293332154616 +0.04385789268124199 0.0064945914893726675 0.9496475158293853 +0.35786323935370984 7.746484750472176E-4 0.6413621121712431 +0.9975115303657955 0.0013664826972594863 0.001121986936944911 +0.11116167064458338 0.8887797809403483 5.8548415068559725E-5 +0.00619621567357289 0.9715577779419613 0.022246006384465854 +0.00970508363253237 6.894974512060261E-4 0.9896054189162615 +4.031226649112397E-4 0.8200445240042801 0.1795523533308088 +0.9984253399323876 0.0014764663860726628 9.819368153973136E-5 +4.294708461725832E-4 0.923012277579371 0.07655825157445639 +0.9994053032037903 1.2463915701681354E-4 4.700576391929355E-4 +0.29815118652214373 2.9667301603732846E-5 0.7018191461762526 +0.287600756505005 5.694650968326865E-4 0.7118297783981623 +0.11205453461732144 0.004540827325343421 0.8834046380573352 +0.7709472924352703 0.22900776041042648 4.494715430323548E-5 +0.03527487362126393 0.9645753763499985 1.497500287376322E-4 +0.05479312404494454 0.6900469532200932 0.2551599227349623 +0.19627622122663316 0.8030792295577504 6.445492156164625E-4 +0.03742693552900871 0.9617882064274373 7.848580435539564E-4 +0.018737984879818394 0.0010748360204152077 0.9801871790997665 +0.9981977863504103 7.683848069982002E-6 0.001794529801519718 +0.9832192633555443 0.016771361989510295 9.374654945258728E-6 +0.007280540164779784 0.987853683628604 0.00486577620661613 +0.0011956310417237598 0.9808125414625796 0.017991827495696684 +0.025670305190686568 0.01951479985769313 0.9548148949516202 +0.003247601361881617 0.994323448709325 0.0024289499287934147 +0.027320669597791152 9.978989967637487E-4 0.9716814314054452 +6.512226398471053E-4 0.9980389417343372 0.0013098356258158248 +0.9826928300019117 0.017211114509346762 9.605548874160737E-5 +0.007161774709264489 0.9747923597187959 0.018045865571939594 +0.9711984768825725 0.01897285450137721 0.009828668616050251 +0.9974763283008883 0.002450648584234759 7.302311487680098E-5 +0.010711462337611688 0.9879750080233425 0.001313529639045757 +0.9699861209270343 4.6869262150891876E-4 0.02954518645145679 +0.024182221329455963 1.1412125137687068E-4 0.9757036574191672 +0.27637193627881823 0.004261718485746775 0.7193663452354349 +0.9974408639449625 1.1982845579732746E-4 0.002439307599240331 +0.9998757972579432 3.710694614302601E-5 8.709579591381763E-5 +0.998524847901598 1.4725733991602607E-4 0.0013278947584859546 +0.9870110724859577 3.147069656825618E-4 0.012674220548359805 +0.11087256705576912 0.0011587472366118155 0.8879686857076191 +6.921475339193593E-4 0.6340063997351815 0.3653014527308991 +8.7355838023192E-4 0.9952579291030893 0.0038685125166787408 +0.297788438592542 0.7021670776484488 4.448375900922112E-5 +0.020806701652377718 0.0015672400377883045 0.9776260583098341 +0.9960900998025024 0.0037073336606793725 2.0256653681816948E-4 +0.9878789445115723 1.5434548222971657E-4 0.01196671000619801 +0.06917684059414676 0.9307710975582115 5.206184764175349E-5 +0.8505030492458711 0.14936425559037025 1.326951637586825E-4 +0.02925172578016182 3.7564936259470744E-4 0.9703726248572435 +0.999197908755468 6.536635764047895E-4 1.4842766812712648E-4 +0.0033114341220571736 0.001670557661009379 0.9950180082169334 +0.0086653954033839 0.9864531852277142 0.004881419368901859 +0.8519041465946944 3.147865588477736E-5 0.14806437474942077 +0.4718926167050435 0.5238033096567924 0.004304073638164049 +0.9695391945957442 0.03028473405414938 1.7607135010636475E-4 +0.8357729547072806 0.16421099964045774 1.604565226167273E-5 +0.9926865438670509 0.00454078660588896 0.002772669527060097 +0.9942289658571508 8.016683095320321E-4 0.004969365833317135 +0.08348406567182627 0.6953206335750644 0.22119530075310936 +0.9976711768964431 0.0011801101400463244 0.0011487129635104688 +0.9883889389703288 0.011556738107319265 5.4322922352044445E-5 +0.035139236135133686 0.0027083728311850246 0.9621523910336812 +8.529432314838897E-4 0.9153909313115046 0.08375612545701146 +0.01737043472383676 0.04138052722858391 0.9412490380475794 +0.9493332364679007 0.05036417914372847 3.025843883707948E-4 +0.9986842685955355 0.0011096290209949779 2.0610238346939545E-4 +0.9908997316797977 0.0029840760158630786 0.006116192304339093 +0.9679868506122314 0.03001918626856978 0.001993963119198782 +0.6820891300123123 0.31790665123856493 4.218749122850969E-6 +0.9600861581421521 0.038778459492545894 0.0011353823653018592 +0.37270602543141446 3.429416509771274E-4 0.6269510329176083 +0.04868603005342952 0.9511582423502594 1.557275963109849E-4 +0.99404606034179 0.005028989195908767 9.249504623011286E-4 +0.025597911028881395 0.9733621182817639 0.0010399706893546735 +0.20209029686555055 0.7827491049550559 0.015160598179393539 +0.9998154737691685 1.4603840449740633E-4 3.8487826333969166E-5 +2.56760285868063E-4 0.30856398748930514 0.6911792522248269 +0.9932867211254958 0.005014416576954994 0.0016988622975493103 +0.9860373998652452 0.006310958047640424 0.007651642087114328 +0.024372466429905315 3.554021839780021E-4 0.9752721313861168 +0.9950595464427792 0.0027385648424861782 0.002201888714734544 +0.0010077796251177311 0.13330883412663655 0.8656833862482457 +0.04159943205561895 0.002848372593801029 0.9555521953505799 +0.9967938092026783 8.547223899257638E-5 0.003120718558329035 +0.9966494563655106 0.0026603499812716505 6.901936532178269E-4 +0.9983232976629207 7.390138458994148E-4 9.376884911798723E-4 +0.03923253275448099 0.8841922863196362 0.07657518092588277 +0.8526854768965361 0.14728378494232403 3.073816113977081E-5 +0.12087022000558799 0.8639735814508098 0.015156198543602119 +0.9470130392974582 0.027184295784516463 0.02580266491802532 +0.9725547987244945 0.013431442870086055 0.014013758405419536 +0.04417977525923186 0.9546611897280282 0.0011590350127400311 +0.8118181276859004 0.1881416730832224 4.019923087706547E-5 +0.9979251173704856 0.0010912701275828016 9.836125019316373E-4 +0.2497258252939911 0.7358465807777895 0.01442759392821941 +0.05019080712067878 7.707441151691189E-4 0.9490384487641522 +0.06065178135036583 0.9392005173376154 1.4770131201886306E-4 +0.8554602862660998 0.07282469054908083 0.07171502318481929 +0.98700675478984 1.8594340253269066E-4 0.01280730180762717 +0.004778818561606325 0.9942459105885825 9.752708498112241E-4 +0.005294061054885912 0.08555177338740293 0.9091541655577112 +0.9710869193565039 0.0023674407860995923 0.026545639857396507 +9.105012810923835E-4 0.6373395877853063 0.3617499109336013 +0.42171757264135445 0.5782811973939992 1.2299646464403239E-6 +0.9113306989150872 0.08864207885471166 2.7222230201092287E-5 +0.05230549858102817 0.12408499703310352 0.8236095043858682 +0.4087968523442665 0.0016064288608770196 0.5895967187948565 +0.009244520227513047 0.6733612173095884 0.31739426246289865 +0.9986715832644767 2.0459315990544686E-4 0.0011238235756178875 +0.9684784010080292 8.570123832167258E-4 0.030664586608754058 +0.013909763389135785 0.9848432301008947 0.0012470065099695578 +5.326530704495696E-4 0.963477249548042 0.035990097381508226 +0.9142158804108536 0.0017603342751334244 0.08402378531401312 +0.022509611063809398 2.988565110931526E-4 0.9771915324250974 +0.8319959243659399 0.1552231900483498 0.012780885585710304 +0.006565376056518035 0.4783941013902573 0.5150405225532246 +0.002630372110415859 0.23561026923895304 0.7617593586506312 +0.9978102207137389 0.0011855747464786248 0.0010042045397824291 +9.210435584090596E-5 0.9100510560997581 0.08985683954440112 +0.9998691779229764 2.6050602670631925E-5 1.0477147435296198E-4 +0.9994878991000887 8.477588395384397E-6 5.036233115158365E-4 +0.9974727311036187 0.0024357490729613423 9.15198234200782E-5 +0.029642076975595188 0.006685862798991424 0.9636720602254134 +0.19178713182230475 0.6232489653031846 0.1849639028745105 +0.002015090916824695 0.8940269094789705 0.1039579996042048 diff --git a/src/test/resources/regression/dna.scale/predictions_MCSVM_CS_bias_-1 b/src/test/resources/regression/dna.scale/predictions_MCSVM_CS_bias_-1 new file mode 100644 index 0000000..57db9d0 --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_MCSVM_CS_bias_-1 @@ -0,0 +1,1186 @@ +6.9728850084675695 -1.9504520659528923 -5.0224329425146665 +0.44715138872339827 -3.5454843704716903 3.0983329817482197 +-0.014961223947246471 -4.4809442028558015 4.495905426802992 +4.805652225780155 -0.4972878331745796 -4.308364392605596 +5.0905074858284145 -1.0870764763329097 -4.003431009495528 +-1.128100096711425 2.508538872592201 -1.380438775880772 +5.814368315687623 -3.8968325136613053 -1.9175358020263715 +-2.5626053208091975 -1.0993946326576651 3.661999953466807 +2.424075657384273 -0.5641709284977141 -1.859904728886551 +1.2134274438766022 1.4764945576898008 -2.689922001566441 +3.0623756231159973 -7.701620007365345 4.639244384249294 +3.8730100249760655 -1.3869429399078372 -2.4860670850682296 +3.2132104565737896 -1.0862241972967128 -2.1269862592770834 +8.253105191423105 -4.484529076772871 -3.768576114650239 +0.24268298401562682 4.238643320212891 -4.481326304228549 +5.958507527269051 -4.030403490094395 -1.9281040371746778 +-0.5998721510366745 1.291909282596703 -0.6920371315600726 +5.069740094363978 -3.8245935508360107 -1.2451465435279658 +0.7139662483864282 -0.5291355868002 -0.1848306615861999 +-1.137216986984523 -1.0118567355108414 2.1490737224953107 +-0.08128159213784472 -3.2456949433716895 3.3269765355095156 +5.261819078666299 -2.0449594237888697 -3.21685965487743 +-0.18801577482547677 -0.08643222309695187 0.274447997922382 +-2.761747662373626 0.13884761239295718 2.6229000499806405 +5.060309199103949 -2.451193635729778 -2.6091155633742087 +6.681417708940806 -4.510439280561606 -2.1709784283791875 +3.3328520807584274 -0.8892781806690564 -2.443573900089383 +-1.5617663035812999 -2.420019863504863 3.9817861670861157 +3.9836832046953377 -1.766395512463357 -2.2172876922319897 +6.840663221120871 -1.1551998325559711 -5.685463388564916 +3.732274226986415 -3.429793260064667 -0.30248096692176457 +0.11094146589749637 0.16909925730439213 -0.2800407232019203 +1.664516573477283 -1.877254023464384 0.21273744998704197 +-1.1324847112606105 -3.9588718510929537 5.091356562353492 +0.015770344385537767 2.23462664754741 -2.250396991932978 +6.246750282277991 -4.687390178489398 -1.5593601037885914 +4.2925434364796695 -5.048850991966138 0.7563075554864422 +1.3243945462069493 1.7349201703690929 -3.0593147165760213 +2.054419952728869 -3.4898878157914957 1.4354678630626192 +4.4242383545662145 -0.6368696941912612 -3.7873686603749492 +2.301277465895824 5.178025655815464 -7.479303121711283 +2.458944944230233 -1.7219532850773533 -0.7369916591528813 +1.032772296862975 -2.4667129736934923 1.433940676830486 +-0.3720975402118202 3.268216991407521 -2.8961194511957298 +0.6426008349113013 1.1679046770753656 -1.8105055119866713 +-1.3769592731636142 -0.09340774703334428 1.4703670201969248 +0.7854823177237886 4.881957234550992 -5.6674395522747565 +-2.758174852599176 -0.7715587308914433 3.5297335834905867 +2.1497400715530195 -0.3254750684811321 -1.8242650030718792 +-1.4038607417571596 -1.5396539292661593 2.9435146710232543 +-1.9099166514586379 2.923957030951996 -1.0140403794933825 +4.091149512621143 4.170990300330842 -8.262139812951972 +3.516131060047473 -3.9554178592426377 0.43928679919513 +4.0821013459932 -0.8158563743194986 -3.266244971673708 +0.5555664677399408 1.4841042749393816 -2.0396707426793403 +0.29592758820755416 2.2362205570040654 -2.53214814521163 +4.629403120044333 -3.066030147971933 -1.5633729720723948 +3.6167077773886196 -1.5779149059079125 -2.038792871480691 +4.168952607049902 -3.048538436359162 -1.1204141706907578 +1.1994908509796272 -3.163721197093463 1.964230346113781 +1.5975984593263652 2.441218362643245 -4.038816821969609 +4.349579724700149 -1.00418500390306 -3.345394720797075 +3.545406835017626 -0.8081583961299028 -2.7372484388877663 +1.866657500876656 -4.102054848331843 2.235397347455168 +-1.8085628757637986 -0.9700566277081237 2.778619503471906 +3.184325611256842 -2.2721380532608335 -0.9121875579960417 +1.9800436711279603 -0.4126546760534136 -1.5673889950745195 +2.506677261584553 -0.5950632150833 -1.9116140465013007 +-1.716467058401852 4.574892552528621 -2.8584254941268163 +1.0345958172141132 2.1489650511081306 -3.183560868322272 +5.694072290490244 -2.2848493756338635 -3.4092229148564117 +3.397025955470057 -1.089277135964821 -2.3077488195052487 +5.2560467289841135 -2.6254887731790175 -2.630557955805102 +2.3110590735116947 -1.7703577026415056 -0.5407013708702412 +6.769130546375977 -4.77982850380253 -1.9893020425734278 +-1.349612538731449 1.7413860567880994 -0.39177351805669136 +2.808415238166134 0.38526966947809044 -3.1936849076442035 +0.09860439376882396 -1.583456706220832 1.484852312451948 +-1.026655595196165 1.5012220312417548 -0.4745664360456282 +1.1104147142437988 5.183462780102378 -6.293877494346187 +0.6163875692240824 -0.7456330952541281 0.12924552603002298 +5.972777689122328 -3.3896575462387966 -2.583120142883527 +4.2232814497771916 -0.6393608368278595 -3.5839206129493015 +-2.4683128151410587 -1.1637065541836922 3.6320193693246967 +3.1263940382493987 -2.574572285365266 -0.5518217528841504 +6.079181714008199 -1.1464779414803261 -4.9327037725278915 +-3.0962937056716986 3.035674293810443 0.06061941186120923 +-0.41329952501838496 -1.6000341462380578 2.0133336712564223 +5.853811390281079 -2.472550506300248 -3.381260883980848 +0.3455645573238145 3.20696434128946 -3.5525288986132764 +-1.6467975471408711 -2.9903747498302544 4.637172296971075 +1.9827052236093659 -3.2175281690375366 1.2348229454281094 +2.7459947862890814 1.5211482690463185 -4.26714305533541 +4.352889270341975 -0.097227422716758 -4.255661847625192 +4.0167045946096085 -4.243781909719635E-4 -4.016280216418625 +1.3422786370859316 4.368967507686521 -5.711246144772449 +2.556012052022288 -1.1928392867803914 -1.3631727652419654 +4.643689998139655 -1.0697154648421612 -3.5739745332974624 +0.16637504509713524 -3.032797924919575 2.866422879822386 +-1.7893804887179612 2.355806229127426 -0.5664257404095027 +5.762144981602249 -1.487602338326719 -4.274542643275542 +2.5180892268066595 -5.301617778891486 2.783528552084757 +2.358944655177277 -1.7777022177242372 -0.5812424374530636 +3.121740986845129 -2.1182701336977106 -1.0034708531474528 +1.6309561822925043 5.124226905957074 -6.755183088249616 +2.697275488708772 3.369651437837401 -6.066926926546156 +-0.7825032131535494 1.3196970869470022 -0.5371938737934651 +-0.39771582888711243 -3.430993867640715 3.8287096965277825 +6.458389692300444 -2.9227339981213616 -3.5356556941790367 +-0.031974623624789304 -0.9880280328064481 1.0200026564312 +2.291630551423361 -4.132976104932506 1.8413455535090808 +-1.203188282629486 5.340912392592103 -4.137724109962626 +6.0803020241576125 -3.2809775972676363 -2.799324426889959 +3.1851776819102584 -3.6999952687806115 0.5148175868703098 +-0.14788709370657208 3.2168453291809813 -3.0689582354744545 +2.3654657184205368 -2.6038632981159378 0.23839757969538555 +0.7733461573741406 -1.1507300573109993 0.3773838999368305 +-1.4573757085797858 0.08008528108172941 1.377290427498027 +4.2594710923050245 -2.198560284744312 -2.0609108075607323 +3.3261621938293766 -0.14399600572857724 -3.182166188100822 +-1.383753552408788 1.6362115815163156 -0.25245802910755993 +0.03838219382507899 -2.2605734175132413 2.222191223688088 +-1.5623679597372657 5.010447551803744 -3.4480795920665193 +-0.029573893925141224 -4.153556527121454 4.183130421046544 +-3.4140058950191534 2.841031493409158 0.5729744016099504 +-1.8565259574300124 -0.13038058613379672 1.9869065435637911 +2.53972929905038 -2.6811153013804434 0.14138600233001442 +-2.654805082139856 0.9016310734912787 1.7531740086485286 +-0.06874315133708606 -0.9144247845602715 0.9831679358973557 +-1.0978950933774918 4.783190634997744 -3.6852955416203055 +2.7512501903035127 -5.700591508142346 2.9493413178387997 +3.8127035726712375 -1.7731131064638421 -2.0395904662074025 +0.4060003359149372 -0.6626341132372568 0.25663377732225023 +0.04821430163643279 -1.694459064725146 1.6462447630886534 +2.5069687448434044 1.9427998902380685 -4.44976863508147 +-0.005907833467637388 -2.2425428812681325 2.248450714735713 +6.545149951469839 -3.916496030400615 -2.6286539210692474 +3.22214016196282 -2.9524061351792996 -0.2697340267835861 +6.688838367564774 0.7863963193560082 -7.47523468692077 +3.344837491362156 -2.2670433848026743 -1.0777941065595305 +-1.1195923766985303 -0.8628636826577403 1.9824560593562328 +0.9389840494837126 -1.2270815457804591 0.2880974962967193 +-0.7982141635312333 -1.889604222121421 2.687818385652615 +6.721000501799571 -5.357710900899761 -1.3632896008998177 +-0.9056593985737682 3.097231727420023 -2.191572328846248 +-0.7117117840250675 3.6146623669450237 -2.902950582919971 +-2.423660277924965 2.660891780114182 -0.2372315021892544 +5.546175697429119 -1.699457462424721 -3.8467182350043903 +0.7616491912290169 2.8373224908674146 -3.5989716820964297 +-0.2545143828449943 -0.09894078310774973 0.35345516595270965 +6.1719910036846235 -0.390460957721879 -5.781530045962752 +-0.8570957950702072 2.1995101604233147 -1.342414365353115 +4.679380084511443 -1.3650448957662011 -3.314335188745234 +0.6758882504662557 -0.7933150595307827 0.11742680906449385 +-1.3253153389634393 2.1610516894494296 -0.8357363504860102 +3.968768209545805 -3.749540939813831 -0.21922726973198017 +-0.6136920423849569 -2.3267120082078048 2.94040405059271 +0.18321542886556824 1.863128873098815 -2.0463443019643908 +3.725284265319278 -0.7609350075599766 -2.9643492577593027 +1.255309514194427 -4.508050607768897 3.252741093574444 +1.2962358924711495 4.833360805266873 -6.129596697738039 +-1.3166175669212268 -1.372113640606563 2.688731207527743 +6.0730153201434725 -5.322189320334515 -0.750825999808956 +6.328561503298805 -1.5287396508446307 -4.799821852454157 +-1.12539221538229 -0.8988753234696649 2.024267538851913 +6.30153758746584 -2.257607708050387 -4.0439298794154315 +2.6501650610712137 1.6164583986759498 -4.266623459747153 +1.3621543229291388 -2.9933253782223574 1.631171055293187 +6.238455178478549 -3.0151449142965205 -3.2233102641820444 +3.7816114262977103 -2.456702668001209 -1.3249087582965204 +3.139426734239577 -3.0075419478856262 -0.1318847863539815 +0.0680394318662845 -0.41431512500285367 0.34627569313652706 +-1.3009122163807316 -1.384444923016241 2.6853571393969395 +5.523541480872521 -2.5435169112342315 -2.9800245696383256 +5.407653285252927 -1.5179456453817335 -3.8897076398712147 +-0.2996510664214209 3.2661743855266923 -2.966523319105283 +0.5355680433286618 -1.8227202339128978 1.2871521905842047 +3.763780234263269 -1.8067478096870677 -1.9570324245761928 +3.692579781109868 -0.5229527988946524 -3.1696269822152043 +3.0389904924842135 -2.6582614609615263 -0.3807290315226896 +-0.5744289980150539 -0.06381447776757906 0.6382434757826034 +1.5788573407345488 3.120294597822535 -4.699151938557067 +-0.13568616659756164 1.4089787164663599 -1.2732925498688443 +3.270974199750606 -1.6815911093711662 -1.5893830903794564 +3.092170431504447 -1.5932345211544916 -1.4989359103499402 +2.4391007508351343 -0.538459294245699 -1.9006414565894354 +1.640830374650744 -2.801613705079662 1.1607833304288895 +-0.2714595403075457 1.741438291894975 -1.4699787515874259 +0.7513325275149549 -2.236127818378712 1.4847952908637465 +2.0688022865785594 4.235137955941848 -6.3039402425204045 +0.9255106948246684 -1.5874355764057542 0.6619248815810702 +0.12412163467967338 2.0913416914627234 -2.2154633261424657 +5.107528179709036 0.6680793264411466 -5.775607506150185 +-3.35456592489924 2.1884967682767047 1.1660691566224974 +-1.3640407498304212 2.712359231014244 -1.3483184811838549 +4.209130471191307 -1.9349752782049592 -2.27415519298634 +1.8046649891188196 -3.5687603098135594 1.7640953206946741 +-0.004887627783525833 2.4924327474929027 -2.4875451197094085 +6.034069465092536 -0.9765334012115342 -5.057536063880977 +6.036933670208288 -2.6272913331472165 -3.4096423370610562 +4.759427555035337 -1.6086412110410309 -3.1507863439942776 +2.5806294838048665 -2.6303736844111523 0.049744200606286204 +-0.3772432283564382 -0.36205677247577484 0.7393000008321718 +-1.0481070111788218 2.510231419467907 -1.4621244082891178 +-1.6431749980772872 3.956654429657438 -2.3134794315801788 +0.9269570775325757 0.5158515577537619 -1.4428086352863296 +0.1953120206350506 -1.2280128932848513 1.0327008726497477 +5.394805852989385 -0.45172355292999267 -4.943082300059393 +0.18565757779850736 3.5857301629812506 -3.7713877407797893 +5.628456670695661 -3.6584365635578573 -1.9700201071377963 +4.563276731292711 -2.586426469216008 -1.9768502620767223 +-0.4269766256802787 -2.230949765446893 2.657926391127146 +-1.2503315746534671 3.3024900092518275 -2.0521584345983874 +1.1531369376689289 0.4652987750670711 -1.6184357127360611 +3.4119303638866074 0.23594152903796062 -3.647871892924544 +3.673680937702811 0.020305234684356965 -3.693986172387157 +4.8480638041811615 3.032911371807194 -7.880975175988355 +-1.6467143013261976 2.227100956766186 -0.5803866554400391 +-0.9373830298832158 -2.658334229445929 3.595717259329103 +1.2926631102060808 0.06251379887938696 -1.3551769090855061 +3.5385976522256537 -1.3679990817999372 -2.1705985704257236 +5.137904540247261 -0.16213466084439399 -4.975769879402843 +-1.510790003463126 0.434420345723741 1.076369657739304 +5.4590191479924455 -3.489647076454302 -1.9693720715381366 +6.815351259536005 -3.283774968446715 -3.5315762910893094 +6.565810652773205 -1.4135468456201112 -5.1522638071530995 +-0.864080784867901 3.825638938704298 -2.9615581538364313 +2.7220477894554245 0.9883192031272442 -3.7103669925826894 +4.067802756629671 -2.4774836057899 -1.5903191508397287 +5.776376026622785 -0.9966971384197594 -4.779678888203019 +-0.07547895592318737 1.8883782229519528 -1.8128992670288024 +5.723856546780886 -2.3075917555097853 -3.4162647912710713 +3.6091187290293387 0.625772598914613 -4.2348913279439255 +5.031541065012452 -5.004322281267456 -0.027218783745021846 +5.07286456723711 0.42467304319193827 -5.497537610429013 +-1.8110932627807648 2.7473851253345036 -0.9362918625537779 +0.0657527203271338 3.5048488794556927 -3.570601599782863 +-0.3582274790949582 -2.713095632878203 3.071323111973094 +-2.4003759839575745 2.4549150990945954 -0.054539115137045235 +-0.7088619485080148 2.9063639514937374 -2.197502002985763 +4.416953990714242 -0.875968457928074 -3.540985532786149 +4.150272482025055 0.706659194623418 -4.856931676648476 +0.7033391732815186 -2.4142559506873176 1.710916777405743 +-1.9446258913784076 -1.3984617447918137 3.3430876361701527 +0.29302721124221875 -2.114298363593308 1.8212711523510159 +-1.1572299203367904 3.1575268872582942 -2.0002969669215362 +5.1356965362701175 -3.1523897358641335 -1.983306800405972 +5.436833024525184 -3.981890426685374 -1.454942597839811 +2.52619457251667 -2.745564320880443 0.2193697483637589 +-0.17061701202765506 -1.9964119537480514 2.1670289657756556 +2.6713052419618677 -1.5704590830269258 -1.100846158934984 +3.8308133362846646 -4.419572970546343 0.5887596342616814 +3.9044228817998805 -1.042482542004595 -2.8619403397953542 +0.6201325890750017 -4.223063213862134 3.6029306247871062 +-2.035984140885744 3.6431692460611305 -1.6071851051754034 +9.529330708630349 -3.131432390339398 -6.397898318290952 +-2.0120327724777596 -1.020293216692433 3.032325989170171 +-1.0463209353805054 -0.43428907913659764 1.4806100145170733 +4.539047289533759 -0.6467293102525226 -3.8923179792812235 +-1.1363736736390952 -1.4766227594182149 2.6129964330572433 +5.487644585403428 0.9507286308930689 -6.438373216296486 +1.6121172060158437 2.5410441252271845 -4.153161331243042 +-0.3890531606810955 3.24402600109711 -2.854972840416013 +6.599835052827506 -3.761333038324042 -2.8385020145034843 +-1.943654892478845 -0.3407900087006841 2.284444901179472 +-1.9991809164569103 2.7199707781748055 -0.7207898617179227 +-3.2979380481040246 2.307493656899312 0.990444391204668 +1.1306623575341994 3.6318817824556837 -4.762544139989868 +3.1507885408470195 3.4836430049571345 -6.634431545804144 +4.7033748882188045 -0.4590235982892819 -4.244351289929505 +-1.7525618929537468 1.9920641355354733 -0.23950224258174696 +3.752865404404748 -1.2027071048782587 -2.550158299526472 +5.870781712645726 -1.19790965617229 -4.672872056473431 +6.33364767153447 -3.3378004080732007 -2.9958472634613083 +0.6616918595901076 1.6437518168045855 -2.305443676394725 +-1.6875865512048558 -1.5397057762651172 3.2272923274699465 +6.286337829781223 -4.4351048704543325 -1.851232959326882 +3.062394290169612 -1.3380422126154752 -1.724352077554129 +-0.7099062447012845 -0.7394154128359558 1.4493216575372072 +-1.0820904714175064 -1.9126746211256738 2.994765092543132 +5.116143563080958 -0.281968585390587 -4.834174977690356 +-1.6854341128652757 3.2415844949592074 -1.5561503820939886 +-3.446025048112098 2.362188090230725 1.0838369578813285 +1.000905439891243 -4.045748686756074 3.0448432468647786 +-1.2197634983233057 -3.3024097772226693 4.522173275545945 +3.8112567391738614 -2.305137459127052 -1.5061192800468324 +2.70186265966723 -0.8601825543875121 -1.841680105279707 +-2.220663109117264 2.6399184082246636 -0.4192552991074146 +3.3124889022936643 -1.7308948716563306 -1.581594030637306 +4.017486233560127 -3.4267048259753023 -0.5907814075848243 +0.7443440387779213 3.4501448565973636 -4.19448889537532 +4.870571518213697 -4.5723035448790625 -0.2982679733346635 +7.740790284761786 -3.846051235421655 -3.894739049340121 +0.15269296356227058 -2.6488656351501962 2.49617267158787 +5.5972619586365635 -3.4388311164207543 -2.1584308422158056 +3.7257552319206813 -1.0370225428161417 -2.688732689104586 +0.9590306557376475 3.076569059828028 -4.035599715565689 +5.243627313726142 -3.4992843028001754 -1.7443430109259639 +5.677034259183231 -3.125183860658937 -2.5518503985242984 +3.82933772929416 -1.3272476353810703 -2.502090093913107 +1.6829840788405726 -1.4573886817936028 -0.22559539704699189 +3.527718884967945 -0.6540263698704363 -2.8736925150975416 +5.613729431654622 -0.6191068592904436 -4.9946225723641655 +4.190963568292679 -0.08618078038261572 -4.10478278791004 +-0.41087642273824077 -3.215056403568248 3.6259328263064607 +-1.2854510527897323 1.1436279469751116 0.14182310581458957 +0.19151410853799905 -0.540799797682331 0.34928568914429553 +3.4634870713115795 0.19706628073307056 -3.6605533520446545 +-0.445173008487449 -4.15255357832555 4.5977265868129615 +-1.4896885477422708 -3.296908473612813 4.786597021355039 +4.2688817626247255 -1.2313786803536577 -3.037503082271098 +-1.3447852596461776 0.8835823794438997 0.461202880202238 +1.3797127719407776 -0.9138305288829007 -0.46588224305789805 +4.7287333767267405 -3.9634127736480664 -0.765320603078671 +1.7097994378297992 1.3507237057333745 -3.0605231435631843 +1.1946309777556268 -1.7548386363063526 0.560207658550698 +6.297925687149298 -2.89461695000625 -3.4033087371430684 +2.320842464696242 2.511575780569555 -4.832418245265782 +-0.5744289980150539 -0.06381447776757906 0.6382434757826034 +0.8566660059395418 -2.702506287478969 1.845840281539399 +-0.21035715183177722 -1.8425207205798095 2.0528778724115244 +0.18321542886556824 1.863128873098815 -2.0463443019643908 +1.1034672336109397 -3.275500505021404 2.172033271410405 +2.9017587258541684 -1.3655559919942113 -1.5362027338599638 +-1.3823778040994033 2.129637119232672 -0.7472593151333042 +4.671739218892607 0.8596404383078189 -5.531379657200454 +-0.5974307044205721 -5.265506052700315 5.862936757120847 +-1.356822447325598 4.233857339448186 -2.8770348921225937 +3.3974884330315565 -1.0428321576343174 -2.35465627539723 +-0.8553527282476334 1.0313229707741147 -0.17597024252650562 +-2.1287463942823663 1.996072171057627 0.1326742232246837 +2.2450036611513813 3.4732906991575376 -5.718294360308882 +-2.329641019075999 0.32054771735795373 2.009093301717999 +-0.2678333759084581 -4.443953966652318 4.711787342560704 +0.9530590483515796 -2.378564998039752 1.425505949688136 +2.682590432313768 -0.17934496563601793 -2.503245466677766 +2.9578343873052786 0.19835930019277892 -3.1561936874980887 +3.188674326038406 4.248205030224779 -7.436879356263155 +4.452664594605867 -1.3054087783824717 -3.14725581622338 +1.255309514194427 -4.508050607768897 3.252741093574444 +2.7033658661356803 -1.093111510202348 -1.6102543559333409 +-1.3640407498304212 2.712359231014244 -1.3483184811838549 +4.82916510529265 -1.6250191346119796 -3.2041459706806568 +3.526039811389831 -2.2842060847040537 -1.241833726685801 +1.6401725489673664 -0.22205004966703848 -1.418122499300324 +-0.2157603240331601 1.8137558745435418 -1.5979955505103938 +-0.00863643218548421 0.5009130974492564 -0.4922766652637743 +-0.5334038975243932 -2.2393057832766523 2.772709680801002 +3.432057497294825 -1.91103688313814 -1.5210206141567224 +4.681654814544153 0.13216088074741217 -4.813815695291584 +-0.9986991655011342 -3.0053361208252634 4.004035286326349 +5.270356588333543 -3.4154394996939335 -1.8549170886396649 +3.8874495551212043 -2.081239476663586 -1.8062100784576214 +-1.4239747043284976 2.9564737697291723 -1.5324990654007067 +2.3627637432372977 1.9523410104636574 -4.315104753700962 +4.027637364417411 4.1443848098082166 -8.172022174225633 +0.4110766699547797 4.869662722530032 -5.280739392484817 +-2.547549482081992 0.7351219621218827 1.8124275199600641 +-0.18808511062297062 -1.3279229272055602 1.516008037828535 +6.067057415487931 1.343963973474221 -7.411021388962122 +-1.7705897286683 3.9793107385118227 -2.208721009843575 +5.953407910122532 -1.1664375378748462 -4.786970372247699 +-2.0316134017545737 1.6078435848441084 0.42376981691043036 +-0.6517844739094152 1.2446415986205843 -0.5928571247112107 +3.3372228280613507 -1.652919166507835 -1.6843036615534923 +-1.4386273151083175 -0.84209620378715 2.2807235188954174 +7.42901828515233 -3.758797836575544 -3.670220448576788 +3.6111150604152 -2.3933749183504127 -1.2177401420647733 +0.05966656770739726 -2.644009190751137 2.584342623043691 +-1.1010334773755557 1.8198888546822858 -0.7188553773067559 +-0.7117117840250675 3.6146623669450237 -2.902950582919971 +4.897607894736293 -4.193520782101207 -0.7040871126350656 +7.337885246686469 -4.1673319075593875 -3.170553339127094 +4.8432159452970645 0.8623193155569415 -5.70553526085398 +4.748140448787098 -2.618403544338843 -2.129736904448298 +3.5807972734461617 -1.7985141518169625 -1.7822831216292179 +3.6504573948779644 -3.4880545699724976 -0.16240282490549007 +1.040996933881655 3.9178233353327108 -4.9588202692143595 +-2.17100850493412 1.8362432252164895 0.3347652797176125 +6.164041950121088 -3.773652703605298 -2.3903892465157783 +4.276426921450548 1.2057416256092064 -5.482168547059745 +3.287344420391769 -3.842081593537059 0.554737173145295 +-0.673130535072052 2.6069168586130838 -1.9337863235410429 +5.310177661168642 -4.473545517700623 -0.8366321434680278 +5.5336726137633585 -3.187134746347597 -2.346537867415737 +4.833191254274512 -1.6050073963907339 -3.2281838578837725 +-1.1955813893870368 -0.20599399908460997 1.401575388471603 +4.10768228648374 0.4482153215235847 -4.555897608007331 +3.0318746617726138 -2.843171899461569 -0.18870276231108435 +4.157069635270096 0.612380965543542 -4.769450600813652 +0.27530569983011627 1.1998247247017109 -1.475130424531846 +-0.17469112069406678 -4.718947253114869 4.8936383738088685 +-0.09146642465892652 -2.2217442607144875 2.313210685373354 +3.6642480916348465 -1.293003090234706 -2.3712450014001867 +0.4020068119103014 -2.5952116063894954 2.1932047944791497 +7.019349908886229 0.9689823073114852 -7.988332216197701 +2.179718148979945 0.8498593588260268 -3.0295775078059775 +2.5974706348827215 -4.619648501079682 2.022177866196885 +6.218128415646401 -4.104327775752448 -2.1138006398939595 +-1.366274823734595 -1.053370258775494 2.4196450825100406 +1.9896248322502912 -0.4879229123604314 -1.5017019198898724 +5.355443384634897 0.3137454173158219 -5.669188801950727 +3.4896922259988594 -2.403245515176086 -1.0864467108227496 +0.9154678793796842 -1.4014718934483505 0.48600401406859606 +1.1211390116796291 -3.741978145982169 2.6208391343024946 +0.4346683103659953 2.605799771206973 -3.0404680815729983 +3.8039464722126732 -1.3696358933939718 -2.4343105788187067 +3.0623238136368416 -1.5271539653432042 -1.5351698482936547 +-0.3069008658110409 -1.4042820994534884 1.71118296526451 +-1.8083138750047998 0.3896685181388407 1.4186453568659343 +4.675391337626599 -2.7701683166582836 -1.9052230209683265 +-0.6542344027637488 0.7703006450249199 -0.11606624226120374 +1.9043368742459748 -0.006388186350871877 -1.8979486878951017 +0.7092697756945827 -2.3464965967997746 1.6372268211051688 +5.255620590761322 2.010227346431892 -7.26584793719323 +-1.0634687269578407 -0.7471871041001837 1.8106558310579768 +4.412945238064767 -4.1301720832491995 -0.2827731548155753 +3.5694409515119556 -0.6967328317665782 -2.8727081197454054 +-0.39559111638360434 1.4710448915050254 -1.0754537751214581 +1.6529138197536217 -0.5933706888237481 -1.0595431309298955 +3.634263837299987 -3.1694709488019104 -0.46479288849809786 +1.30081441224115 -0.8245012394100302 -0.4763131728311373 +0.1436214815411287 -1.2835164217808481 1.139894940239667 +0.23477056248776748 2.0672515295390035 -2.3020220920267995 +-1.9956030836297862 -0.346788816712556 2.3423919003422937 +6.758841056060359 -0.8844979299260113 -5.874343126134361 +-1.615755429188749 4.593010473254131 -2.977255044065379 +1.6445072053310248 2.556473759294365 -4.200980964625405 +1.1174365032381746 4.380292764940853 -5.497729268179014 +4.1033821218431745 -1.229269869718068 -2.8741122521251588 +-1.3366232778384415 0.3790609565331169 0.9575623213053 +6.751280365395794 -1.4247920272508592 -5.326488338144934 +-0.34698897166728726 -1.3857117372660164 1.7327007089332849 +-0.6344830679334306 2.346538804469245 -1.7120557365358557 +-1.657504004691764 3.4223611399331366 -1.7648571352414222 +2.409333309014867 -3.895921204508139 1.48658789549323 +-0.9506037488468626 4.330249617826944 -3.3796458689801065 +3.712141898358483 -1.193997089381435 -2.518144808977093 +1.7681329315617063 3.8081637806376567 -5.576296712199375 +-1.3749543666558797 0.469078286169358 0.9058760804865092 +3.9741311031492383 0.25061019005205054 -4.224741293201277 +0.8954180373131981 1.9085832144285697 -2.8040012517417887 +8.122670124581171 -2.9823542908366942 -5.140315833744481 +-0.3361541084070727 2.4890164329732674 -2.1528623245662026 +-3.5765386179447303 4.412983484548463 -0.8364448666037598 +9.176234524922133 -2.3426470714487992 -6.833587453473351 +4.925177068910558 -2.79954050738411 -2.125636561526484 +-0.3751425722446349 2.9853169831442123 -2.6101744108995786 +4.734281749436651 -2.3552233007860757 -2.379058448650551 +-0.7966662931856049 -0.8418661835017873 1.6385324766873661 +-0.3855751203150255 -4.399843068866149 4.785418189181129 +0.7888946714872226 -4.2660952236196135 3.4772005521323592 +-1.587179774939819 4.285307300060165 -2.6981275251203902 +4.355469676166739 -1.044709267758849 -3.3107604084078814 +4.585425167443517 -0.8818648229054008 -3.703560344538108 +1.9268089780653617 -3.773482660961447 1.846673682896025 +6.063751875975889 -1.9648163383300052 -4.098935537645878 +3.7737079498984567 -2.5230105217955385 -1.2506974281029444 +5.557731932710967 -1.6790904624339458 -3.878641470277026 +5.538032474481349 -5.747055417946847 0.20902294346550654 +-0.4950371427080237 -0.7265794331747086 1.2216165758826643 +5.4670346064228115 -2.521602849669379 -2.9454317567533996 +3.2603968540763972 -1.7124993611349986 -1.547897492941443 +3.590288961975534 -4.514807669721572 0.9245187077460326 +-0.9259200229989508 -0.3397399420476739 1.2656599650465776 +3.528456102594556 -0.49346425169734265 -3.034991850897198 +-1.0624570385849614 4.347192127380501 -3.2847350887955815 +-1.6854341128652757 3.2415844949592074 -1.5561503820939886 +-0.41087642273824077 -3.215056403568248 3.6259328263064607 +3.5132951180610243 1.3526159915590321 -4.8659111096200265 +-1.6386387197636567 5.6395736828909 -4.000934963127291 +-1.3317070120945274 2.085526936861485 -0.753819924767011 +-1.0525494932734463 1.7055921639409042 -0.6530426706674607 +-2.7882645148719556 -2.2236431643197836 5.011907679191712 +2.8356014203433526 -2.710341455102998 -0.1252599652403789 +1.6438319388448936 -2.4180712768625794 0.7742393380176351 +5.458222348843517 -0.37431091551927653 -5.083911433324222 +0.35984562698276434 2.3086558678136715 -2.6685014947964643 +3.866574033730153 1.1410680421154473 -5.007642075845601 +0.5497734622301698 0.507080170427461 -1.0568536326576283 +4.832890122306444 -1.7798053546562158 -3.0530847676502137 +-0.8379648520162835 -1.7978588815706769 2.6358237335869106 +1.250129614269969 -1.5821292231471111 0.33199960887712854 +2.498625075658892 -1.0954304584933796 -1.4031946171655363 +4.651555096811892 -3.0259056600395544 -1.6256494367723433 +-0.9744776254699284 3.009009735894673 -2.0345321104247667 +-0.49280554649228125 2.2431524156208047 -1.7503468691285509 +0.5536289546527017 2.3960920931668284 -2.9497210478195295 +5.312194081217012 -2.7168237709815664 -2.5953703102354413 +6.279000278851335 -1.5173117049221205 -4.761688573929222 +5.922051551759254 -0.2588337972197086 -5.663217754539561 +-0.8069158586904998 -4.385958377914101 5.192874236604548 +-1.8465414882912932 -2.4720569786954374 4.318598466986681 +-0.3938278311549379 -3.711184872396733 4.10501270355163 +1.7406344283207513 0.2217457965771592 -1.9623802248979159 +-0.8419479884751465 -2.4747962799866023 3.316744268461719 +-0.13746030961732775 -0.7653771877439324 0.902837497361225 +-0.17734864080397877 1.7177385595415697 -1.5403899187376386 +-0.28383945197412974 -1.5840170094060668 1.8678564613801392 +3.7587506206817842 -0.6660425952181206 -3.092708025463665 +3.773275091737101 -3.4658662894076855 -0.3074088023294358 +4.0052649850536675 -2.6327473087678808 -1.3725176762858164 +-0.7611377171122279 -4.750579935490356 5.511717652602536 +3.1877190593724625 -0.4859588819580196 -2.701760177414462 +6.650010119144599 -5.508812652123472 -1.1411974670211502 +0.5798602067506033 -2.002024426142008 1.42216421939137 +3.202523160467915 -0.75922024989505 -2.44330291057288 +5.339741244835605 -4.129059797507972 -1.2106814473276453 +5.875482738908744 2.376340872532784 -8.251823611441502 +7.061368907701384 -3.875353831461938 -3.186015076239446 +4.952215794744795 -2.942182469621746 -2.010033325123046 +1.0735347303543772 3.845807851487665 -4.919342581842067 +5.079893757169087 -2.5193316818970803 -2.5605620752720317 +-2.7570286438254574 3.41373100773978 -0.656702363914358 +3.297905226697763 -2.6810705709811646 -0.6168346557166132 +4.9795147041275625 -2.1538252496919945 -2.8256894544355604 +3.3482482244268157 -2.616241454675904 -0.7320067697509481 +3.6624188102277304 1.274919347491725 -4.937338157719459 +-0.027311355870647584 -0.6019880557535695 0.6292994116241811 +9.07619539231235 -3.1111606790225306 -5.965034713289815 +-2.6357829775472372 2.0847526814236117 0.5510302961236019 +-0.8532176897732612 -1.0792248973087706 1.932442587081995 +-0.019438362603003967 2.2000916875378094 -2.1806533249348496 +5.807462188991122 -2.556221729566747 -3.251240459424378 +0.16895076777647722 3.4269515342614043 -3.595902302037882 +4.347298175057801 -2.2903415554666773 -2.0569566195911353 +0.03277038829388491 -2.0009538065735324 1.968183418279604 +4.709561412367853 -2.3505406491639538 -2.359020763203905 +-1.3623523285937658 -0.49811898040707775 1.8604713090008085 +3.376903949309931 -2.057780579735078 -1.3191233695748776 +4.0952411461833425 -2.6809968971674762 -1.414244249015875 +0.3767101708108436 2.487939893827675 -2.8646500646385245 +2.9110043102469083 -1.546901327195283 -1.3641029830516591 +6.1208667732272835 -4.376420751792604 -1.7444460214346922 +0.4024990645209564 -3.4245170911800003 3.0220180266590058 +0.2160479192573545 1.9690303323696567 -2.1850782516270324 +1.2695922544029212 -3.0965964873308582 1.8270042329278837 +1.2964663611641527 -5.621406444007062 4.32494008284284 +3.0197042932608924 0.11488383965143623 -3.1345881329123264 +-4.572042953550874 3.7803699025814375 0.791673050969415 +4.8686457647874155 -0.19068824593526246 -4.677957518852155 +-2.796360838961024 3.02561298051704 -0.22925214155607232 +3.2587535979361357 -3.910165487409806 0.6514118894736347 +0.817064704285983 -4.556553383453514 3.7394886791674606 +4.211407253594682 -3.7879899244074418 -0.42341732918725167 +-0.7966662931856049 -0.8418661835017873 1.6385324766873661 +0.09063378341670161 1.7955636470423715 -1.8861974304591138 +3.41525354833319 0.31971634542269467 -3.734969893755879 +5.589435113878775 -1.4150741504992588 -4.174360963379467 +-0.6977284059619635 -0.6441317571944623 1.3418601631563885 +3.763057527425452 -0.8169609882169135 -2.946096539208555 +6.206602962467002 -2.9753354898463438 -3.2312674726206647 +6.832317312625627 -2.597179811547737 -4.2351375010778725 +2.3255088137892357 0.06203149962181731 -2.3875403134110877 +-1.1878272522110125 -1.648769356937206 2.836596609148168 +-1.5001832684761809 1.9187397285001655 -0.4185564600240269 +6.471023654738924 1.6152867442481704 -8.086310398987079 +7.351480226234584 -3.6793483081474894 -3.672131918087103 +-2.85037876427819 1.938391756636309 0.9119870076418349 +3.650510931822602 0.03779059672572316 -3.688301528548309 +1.6921802763247928 -0.25831555950188023 -1.433864716822895 +-1.862134281482809 1.3220093955956334 0.5401248858871465 +-0.014961223947246471 -4.4809442028558015 4.495905426802992 +1.2948175179129848 4.378867778415632 -5.673685296328623 +3.4178542109567127 -1.6481573517126338 -1.7696968592440467 +1.0289235978744513 -2.530261056641486 1.5013374587670003 +4.434684448751354 -3.5502938335928755 -0.8843906151584524 +-2.3375716658643735 1.683512818869459 0.6540588469948775 +4.661793604369913 -0.5417142454606603 -4.1200793589092735 +0.6390011409417233 -5.387590709880365 4.748589568938592 +-0.5201750695254228 -2.336203393337016 2.856378462862395 +2.6868480341518035 -4.590022811204973 1.9031747770531133 +0.914700282170796 -1.5954361907340002 0.6807359085631972 +-0.5744289980150539 -0.06381447776757906 0.6382434757826034 +0.6144292328027955 -3.2205954854628205 2.6061662526599867 +0.2390795923928096 1.508423323976289 -1.7475029163691365 +1.3051476963214699 -3.4602849001505214 2.155137203828993 +-1.3366232778384415 0.3790609565331169 0.9575623213053 +-0.9529990862581902 -1.2784141248825782 2.231413211140719 +7.027854977969568 -3.0804367651007785 -3.9474182128687776 +-2.4757377880807323 -0.2066438743027339 2.6823816623834102 +4.2271636265915715 -4.64443336640958 0.41726973981800325 +6.505524257175712 -1.3066045114033609 -5.198919745772347 +2.606354087460611 -2.922706839798225 0.3163527523375808 +4.469899066061441 -3.5572011228633302 -0.9126979431981106 +-1.7602406295225757 0.40550268144430357 1.354737948078228 +2.215770742582622 2.353713549248708 -4.569484291831316 +-0.6375821237370455 1.9151454896062385 -1.2775633658692271 +6.171025940639066 -2.8602343510059898 -3.310791589633078 +2.2628735165866978 3.300371397409365 -5.563244913996057 +3.7506956561464784 -1.143551610853228 -2.6071440452932535 +5.043555294002403 -4.688218510761077 -0.3553367832413305 +-0.16803222328288264 -3.784565588461003 3.95259781174386 +0.9711032834020501 -6.3867237256918985 5.415620442289782 +-0.5231091544057065 2.352735316289348 -1.8296261618836502 +0.5725545163096674 1.6651316767390232 -2.2376861930487104 +-1.2498222542320334 -0.35109410264251645 1.6009163568745115 +3.5025827120021455 -4.786179336186014 1.2835966241838492 +6.217275525947931 -0.19324316723568005 -6.024032358712235 +-3.7440720994412615 0.14966614888176388 3.5944059505594756 +-0.9798038938380661 3.264850508746254 -2.2850466149082025 +0.608910536930451 -3.4285852371271353 2.819674700196641 +4.4695145523971505 -1.7179615300683424 -2.7515530223287925 +1.653432870295271 -1.797917725119659 0.14448485482435744 +4.320472812678443 2.8672640596155423 -7.187736872293987 +6.007001674241811 -1.7646498424465915 -4.242351831795208 +5.187779536031289 -1.5574334169006003 -3.630346119130721 +-0.9096275334386134 -1.2575599794256385 2.167187512864236 +4.186101538866249 -1.5752064184540293 -2.6108951204122413 +0.7688069354203682 4.032548617254165 -4.8013555526745515 +5.445536223962306 -3.218405515014842 -2.2271307089474695 +0.9004789705086337 0.7403480441063732 -1.6408270146150112 +5.1131750772254465 0.1220254557954934 -5.235200533020911 +3.2735510223401123 4.851406691042158 -8.124957713382262 +3.5310448580616107 -0.3576793296756061 -3.1733655283859807 +1.247489615264775 2.8038120104661384 -4.051301625730894 +3.654004965911764 -0.18759373339888052 -3.4664112325128635 +-1.5369776381325744 3.2312372865365973 -1.6942596484040813 +6.190307346358011 -3.488965805361231 -2.7013415409967876 +4.227945141595734 -1.6968632220479836 -2.5310819195477503 +0.888621456255748 3.0858766999961804 -3.974498156251959 +6.975208685213192 -2.55167825906926 -4.423530426143925 +-1.679767792248611 2.85996961252117 -1.180201820272601 +3.2519985097939763 -1.027642110594765 -2.2243563991992548 +2.59604225464164 -2.6343998093523284 0.038357554710673925 +-0.39771582888711243 -3.430993867640715 3.8287096965277825 +-0.23637650743998923 -3.990678781703358 4.227055289143308 +1.4338962615377013 0.5940517776527467 -2.027948039190458 +4.037371137069521 -2.549100973664805 -1.4882701634047266 +3.9711997818750993 -0.687830194582148 -3.283369587292926 +5.118200145003563 -0.7454210469886908 -4.372779098014862 +0.4826697951110017 1.4239035950160548 -1.9065733901270852 +1.1174365032381746 4.380292764940853 -5.497729268179014 +2.2377010662079533 -3.073181826521979 0.835480760314013 +2.149254126573279 -1.0516718505418738 -1.0975822760314358 +3.713515473810003 -1.2444618589257654 -2.4690536148842694 +0.05292744285558273 0.5681997592120607 -0.6211272020676725 +0.6013181780027895 1.6102725555112918 -2.2115907335140674 +3.6318023083020847 3.7421297344146396 -7.373932042716693 +2.26356208544821 -1.3742870274676418 -0.8892750579805764 +1.8621158950609378 -2.6069652451114242 0.7448493500504446 +4.375656222493695 -3.9131983602108114 -0.4624578622828919 +5.8782334506270475 -1.095183455025141 -4.7830499956018855 +-1.0306403297741933 1.406329915146433 -0.37568958537226044 +5.287531568589557 -4.7664878850042935 -0.5210436835852804 +-2.8093953632606516 -3.0232076751324937 5.8326030383931124 +0.6767400707414792 -3.68868843027508 3.0119483595335534 +5.871864452716683 -3.051812921623908 -2.8200515310927763 +0.7310858463068299 -4.176969899429196 3.445884053122323 +-0.3197743741621373 3.025352178807964 -2.705577804645846 +4.790280375133017 0.7587333763167294 -5.549013751449728 +7.940976212316003 -4.164017766024371 -3.776958446291607 +7.151495617104697 -5.072730886644695 -2.0787647304599948 +4.349972838258606 -5.740597386578039 1.3906245483194266 +-0.9058129959274319 3.6755232749155025 -2.7697102789880863 +-1.4988265569229262 2.932050079798816 -1.433223522875911 +3.433907331628329 0.8789754117668984 -4.3128827433951855 +7.175586131115252 -2.6677568115349457 -4.507829319580299 +-1.4520916003118436 1.4077046339984882 0.044386966313315734 +3.9379244288204367 0.24899181670419435 -4.1869162455245945 +2.7808105452783725 -2.3502176579470846 -0.4305928873313065 +0.5454391526760706 -3.0974417055764913 2.552002552900359 +4.244567982245066 -4.50953415080124 0.26496616855617033 +3.389993252063989 -1.9546119284043901 -1.4353813236596666 +5.65010593031272 -0.8997774090337578 -4.7503285212789885 +0.7654839069615967 -3.6145947043134736 2.849110797351834 +3.5710995581586342 -0.9163699066769406 -2.654729651481702 +3.7670970680453415 -3.4583927948338546 -0.3087042732114907 +0.3195801513575586 -3.4533289865022443 3.1337488351446248 +5.060773316207216 -2.0583637287002423 -3.0024095875069507 +4.315179714509878 -2.744358201141335 -1.570821513368506 +3.710677069027183 -1.3376475813357005 -2.373029487691477 +0.6077368640887757 0.2885655105271494 -0.8963023746159173 +7.210038698400648 -1.7690517747234682 -5.440986923677187 +0.4815366446505141 -1.3886086521810581 0.9070720075305032 +7.200609787688035 -4.306560484830339 -2.894049302857681 +1.0114228186344114 -4.204826294978742 3.1934034763442836 +0.06416890209270681 3.1773791916763625 -3.241548093769067 +4.330121201332024 -4.337120446651746 0.006999245319698172 +0.1609015882342402 3.9833171754464285 -4.1442187636806835 +-0.6912186037370847 -3.7135576718174583 4.404776275554496 +5.651229600293038 -5.247885002205407 -0.4033445980876091 +7.097744967520445 -2.871220067379458 -4.2265249001409835 +5.4919180112597825 -5.135237223317089 -0.3566807879426836 +2.804124156071657 -0.1300443910154035 -2.674079765056254 +5.337527167111988 -3.9485078577475994 -1.3890193093644032 +2.7273434510277825 0.07426000304303737 -2.8016034540708095 +1.5326882668115125 -3.243867173533017 1.7111789067214516 +-0.5822746970538553 3.043684658519136 -2.461409961465282 +5.042905861608347 -4.980279571821587 -0.0626262897867525 +1.1329629796804772 -0.7912320214463066 -0.34173095823421246 +3.8623205995022194 0.7489176636878745 -4.611238263190106 +-1.5072502606309028 -0.965232585675277 2.4724828463061406 +-1.1211234385094193 -2.0445842077477874 3.165707646257174 +-1.1572613908480798 -1.8200696330067012 2.9773310238547297 +6.339620838962033 -0.8969338370192333 -5.442687001942805 +2.3285537892955412 0.11431148503772448 -2.442865274333287 +3.0124591231415456 -3.3430353191713076 0.3305761960297658 +3.814558503599893 -2.1729866375273916 -1.6415718660725116 +3.981720358189643 -1.6115629161974452 -2.370157441992189 +-1.787480147280057 -1.2311209248850228 3.0186010721650507 +-0.7756564496491372 -0.5827009468764949 1.3583573965256095 +0.30552438583765257 4.028208402967114 -4.333732788804781 +1.0196936660414864 2.5483393598376316 -3.5680330258791297 +-1.7013600429782454 2.805585739214843 -1.1042256962366326 +6.076626448220389 -0.11332053999696715 -5.963305908223423 +-1.467121304738534 1.437636791606157 0.029484513132374157 +4.822733504901073 -2.3642315284591313 -2.4585019764419553 +6.2285294745474475 -0.6539405951057919 -5.574588879441645 +5.058120289309146 -1.9407678097293495 -3.117352479579797 +6.309809689259919 -4.453741826301349 -1.856067862958561 +0.011053436255123464 4.133589516818853 -4.1446429530739985 +2.3726808745042023 -1.721248727769706 -0.6514321467344951 +4.644895260490338 -1.6720746089308989 -2.9728206515594247 +1.2309943997071575 -3.6234899794170263 2.3924955797098253 +4.2643984873083465 -0.799183027928486 -3.4652154593798556 +6.395906393956529 -3.6130931361820404 -2.7828132577744897 +2.387030232156583 -3.008980026262818 0.621949794106224 +-1.0501219118823608 2.513873784655792 -1.4637518727734724 +7.255207670719854 -3.702625961144807 -3.552581709575041 +4.1534287180882234 -0.9394435604159963 -3.213985157672242 +-1.0942708812979172 2.3829911239941226 -1.2887202426962374 +-0.7966662931856049 -0.8418661835017873 1.6385324766873661 +-1.0071043019702945 -3.3402167206813553 4.347321022651597 +2.2941562878176796 -4.840125567252134 2.545969279434429 +5.7398662762312265 -1.5280677836217527 -4.211798492609436 +0.6173276990928822 2.247547319138675 -2.8648750182315736 +5.504805821343333 -3.3407609892263275 -2.164044832117004 +-0.07661261734166634 -2.4994338512512435 2.5760464685928732 +0.41265735618886207 0.021212021912485272 -0.4338693781013788 +-0.2963552708918997 -1.563880792336609 1.860236063228463 +1.1805094270132928 3.6044447000769955 -4.7849541270902805 +-2.414463113409577 2.032886342747955 0.3815767706615911 +1.4572852387944542 3.591704478387093 -5.048989717181572 +0.9846525289732277 1.0564429322603672 -2.0410954612336156 +4.140206429775223 0.8158063464284635 -4.956012776203667 +4.8252094384851345 -1.2444642153410785 -3.5807452231440595 +1.2049152171774753 -0.9944640550457234 -0.21045116213177384 +2.40353363450425 0.9432858414198202 -3.3468194759240797 +-1.4883405902286884 2.971464450535998 -1.4831238603073387 +-0.9669781295033765 -2.8597453596803737 3.826723489183711 +0.6572797500821255 0.999304009454078 -1.6565837595362485 +6.830166465099497 -4.596701747268261 -2.2334647178312577 +6.431859461215989 -5.240610923413082 -1.1912485378029043 +-2.63991233374274 1.7077208032722495 0.9321915304704491 +3.0579624552050855 -0.5781627085515402 -2.479799746653576 +6.246572910558606 -1.2173120343475676 -5.0292608762110245 +5.424398456279922 -5.321187342807122 -0.10321111347282316 +0.14284446117718788 -4.4050194644386576 4.262175003261392 +0.06785083484504156 -1.6643490473013753 1.596498212456309 +4.274082551865778 0.7858209438652446 -5.059903495730986 +5.162741341803992 -3.5214793031558824 -1.6412620386481396 +-0.4526758278981171 -0.9316484870540394 1.384324314952146 +4.356555627172295 -0.704208079974406 -3.6523475471978553 +-0.20414401645014588 4.065007906279336 -3.860863889829202 +0.7799250788200408 -3.129672900623457 2.34974782180338 +-1.6785779314371276 -4.263665508179932 5.942243439616978 +-1.657504004691764 3.4223611399331366 -1.7648571352414222 +0.36758605255875476 -3.5121475397707043 3.14456148721188 +5.657371466326009 -1.3993775846074585 -4.257993881718524 +1.2028698502302873 -4.095699311824543 2.892829461594178 +1.8855191341082578 -3.601998269134727 1.716479135026445 +3.898347685914752 -2.1181200605493933 -1.7802276253653484 +2.29628713046541 1.2980037325729368 -3.5942908630383648 +2.095372375857815 -0.5531320600684566 -1.5422403157893743 +1.389375353375223 -4.931525108195941 3.5421497548206653 +1.0061212740830456 -3.006094459515724 1.999973185432614 +-3.5408393232884845 3.4822178774878623 0.058621445800590755 +0.6896744475654522 -4.042847000793683 3.353172553228165 +2.304820850904835 -0.14160699720899522 -2.1632138536958467 +-0.6456608505142504 -3.411931833094827 4.05759268360905 +2.622681489077614 -1.6034884519918908 -1.01919303708571 +-2.584740419885986 -1.1647433857730787 3.7494838056590294 +4.602648663643593 -1.4061049068397955 -3.196543756803809 +-2.5969945633663025 5.346682708367239 -2.749688145000966 +1.559581160107966 3.3339610990168227 -4.893542259124789 +2.4310219546219765 3.424932021349043 -5.855953975971033 +0.02902818961440007 5.029058799929898 -5.058086989544313 +1.0648976904211795 -3.850211757985979 2.785314067564735 +8.597468577542386 -2.464587541599514 -6.132881035942888 +-1.2022305212816944 -0.21815316600598122 1.4203836872876647 +4.82353595874646 -1.0097000565417797 -3.8138359022046857 +-2.1099870246135026 1.3725361060110959 0.7374509186023545 +-0.9918680219459781 0.20304990177296972 0.7888181201729664 +-2.4156861783974213 1.9648459670093004 0.45084021138809516 +5.5988772463985725 -3.905129502785578 -1.6937477436129886 +1.1308392459477126 3.530608533345946 -4.661447779293672 +5.6534223942065545 -1.267562106526294 -4.385860287680244 +0.7443440387779213 3.4501448565973636 -4.19448889537532 +-1.2508333669770841 0.07773064702837496 1.1731027199486794 +-0.3804078357992233 -1.6175476502263855 1.9979554860255764 +5.498685492381789 -1.5764736301951399 -3.922211862186629 +-0.24470133452614862 -2.4999069083399346 2.744608242866024 +3.982560247772618 -2.4461174506574186 -1.5364427971151957 +1.9634304497468429 0.19951620439211826 -2.16294665413897 +-1.3263957058242966 1.7558159372989037 -0.42942023147463443 +0.7219732154655333 3.8188882627444234 -4.540861478209971 +0.10687098638495679 -3.1144905967009633 3.007619610315977 +-0.8085839946792306 0.04808146519868495 0.7605025294805086 +1.745715091245447 -0.41522154687678214 -1.3304935443686405 +7.421026728390965 -3.857791062826712 -3.5632356655642536 +2.232015707256734 -0.5624452660336198 -1.6695704412231618 +5.846433991317662 -2.452817576516729 -3.393616414800926 +-1.943654892478845 -0.3407900087006841 2.284444901179472 +0.08828264708778558 2.1618313002152645 -2.2501139473030536 +1.7769097730743972 -1.2181914567805456 -0.5587183162938679 +7.148143040808866E-4 2.26436028310548 -2.2650750974095977 +3.8877695711499043 -2.620540135423981 -1.2672294357259173 +3.2192580779900593 -0.1918541979582245 -3.027403880031863 +-1.2391118685541689 -0.8739527892835497 2.1130646578376475 +-3.2728252167443945 4.122590202781403 -0.8497649860370429 +4.511336871339954 -2.1909683178192747 -2.3203685535206824 +-1.1699838243629639 -3.0035489724098032 4.173532796772705 +-1.5594196167421506 1.587416019333645 -0.02799640259151731 +-1.7725662111375045 3.804071009001835 -2.0315047978643435 +-3.0944291008676603 4.384974053261474 -1.2905449523938493 +-0.48553654553540154 -3.2123839090917703 3.6979204546271434 +1.4578417404479027 -3.8421471155782894 2.384305375130344 +3.834833599845084 -0.8311760389084103 -3.0036575609366816 +5.07022135386978 -2.0044985983830723 -3.06572275548671 +-0.5918453738391151 1.5884232211415492 -0.9965778473024706 +-0.25464289214639474 -2.213602871511002 2.4682457636573507 +0.7688069354203682 4.032548617254165 -4.8013555526745515 +3.5879964038329137 -3.3473313549625168 -0.2406650488704109 +4.085512299903711 -2.0908346711785675 -1.9946776287251655 +5.936209007061537 -3.7953091295764567 -2.140899877485089 +3.031074230946719 -2.0604357481118964 -0.9706384828348508 +-0.7651041376206236 3.9246239701084913 -3.159519832487898 +-0.06079625519424914 -2.7016350222451204 2.7624312774393127 +2.146721392681222 -3.661942344661103 1.515220951979881 +-0.05250287116489888 -2.5666798926503946 2.6191827638152603 +4.985801636904679 -1.1856887889633514 -3.8001128479413038 +-1.7248995671643574 -3.384008273911976 5.108907841076281 +0.29647969551690995 -2.2219718393499557 1.9254921438329726 +6.053899244342159 -1.6411450528165452 -4.412754191525584 +4.220703660252445 4.772529913525043 -8.993233573777466 +-1.4954232164945416 2.786511323107794 -1.291088106613282 +5.713425447775583 -0.9712102637118383 -4.742215184063706 +1.52006756832922 2.4486173405526452 -3.9686849088819085 +4.210304279431138 -1.9382326919601522 -2.2720715874709776 +7.786368646280197 -1.280292141024297 -6.506076505255891 +4.374853986895792 -1.8824310111656628 -2.492422975730136 +4.283280666649918 -3.2652990176267265 -1.0179816490231977 +6.996126406410349 -2.117783090955749 -4.878343315454593 +-0.7651041376206236 3.9246239701084913 -3.159519832487898 +0.8132010458624377 4.34435907782005 -5.157560123682503 +-2.744843532156949 1.4994607373938986 1.2453827947630174 +6.407413614355147 -3.5802954701251455 -2.827118144230012 +3.8710955227341466 4.435652411990745 -8.306747934724877 +6.634944628224118 -2.0861207494320464 -4.548823878792067 +2.4244096859130444 0.46607810363397095 -2.890487789547054 +6.826001322689718 -3.5914398606562115 -3.2345614620334895 +-1.4424910402817162 -3.7272314346392523 5.1697224749209125 +3.600562386823859 -2.5857758542893294 -1.014786532534562 +0.024836292318587173 -0.09258148874802868 0.06774519642940632 +-0.5814865344311605 -0.5329714686955527 1.1144580031266684 +-2.5674715095015395 3.0395848193185317 -0.4721133098170281 +4.680824731127009 -2.584793507022156 -2.0960312241048964 +-0.36735543009575544 3.7447773954628647 -3.3774219653671285 +1.1374877812297712 -0.18767636034139135 -0.9498114208883752 +2.0670671433860024 2.6280048815812926 -4.695072024967314 +0.8197355167705417 1.8351656763647843 -2.6549011931353377 +-1.3222063600766991 -1.8948079700119163 3.2170143300885994 +-1.9229810750575658 -1.060488430922042 2.983469505979548 +0.6082701938128127 1.7723607350832145 -2.380630928896023 +2.0706780716744553 -5.865400380037838 3.7947223083633386 +1.3824531403308782 -5.063132301795938 3.6806791614649828 +7.954206799537436 -2.624114052433388 -5.330092747104053 +-0.5669115692209854 -1.8594156998471663 2.4263272690680884 +4.829637836571024 -2.339001130800005 -2.490636705771017 +6.21655687298517 -1.8773389565410719 -4.339217916444078 +-0.5719679695145097 2.8999046324283206 -2.3279366629138356 +-1.4507681114750626 0.4333684079602712 1.017399703514775 +6.7700564058895685 -4.677754095698217 -2.092302310191375 +-1.2047966722306271 -2.416256572336396 3.6210532445669514 +-0.48233284262120957 5.262865303941643 -4.780532461320455 +1.1331421278575722 3.2353557488542237 -4.36849787671182 +-1.4273243501858701 3.316042014466719 -1.8887176642809012 +5.400041260572053 0.6342396986873514 -6.034280959259395 +-1.16103362620491 -1.7356238294395099 2.896657455644392 +-0.09131047618895244 3.2020892947800843 -3.110778818591131 +-0.5177170578431616 -3.3798467776335404 3.897563835476644 +-1.3574984832416306 2.875764358212293 -1.5182658749706794 +1.5285966549450252 0.7730914942762174 -2.301688149221299 +4.6391817336760885 -1.896062832483967 -2.7431189011921346 +1.6407878673521321 0.5369262029537369 -2.17771407030589 +6.944871819566053 -3.580044770951644 -3.364827048614413 +-0.45941827603467933 -2.533951164463107 2.993369440497725 +-2.2794794931668347 1.5249478689912728 0.7545316241755138 +-1.8143357320785116 3.3756956906999935 -1.5613599586215248 +6.414522710408304 -5.2685186202485434 -1.1460040901597413 +4.587446618166061 -1.4370114642232183 -3.1504351539428557 +3.7723254711143848 -2.8843753282135083 -0.8879501429008885 +2.7685650462189924 -5.063319649199206 2.2947546029801913 +0.7465073530789932 -0.03209711131656168 -0.7144102417624735 +1.799285308013887 -3.3583734992589704 1.5590881912450631 +-2.6978042274838203 2.2495794284252897 0.448224799058513 +4.373823873786855 -2.949301958975845 -1.4245219148110277 +0.3842885476201421 2.879309193322178 -3.2635977409423367 +0.5349785767580703 -0.2629712538050536 -0.27200732295304353 +3.4150004649104067 -1.038719778402137 -2.376280686508259 +1.255309514194427 -4.508050607768897 3.252741093574444 +5.822221707763853 -1.0839500069594643 -4.738271700804389 +1.1678004046678945 -4.627012726585339 3.4592123219173723 +0.8057945109282736 2.9369341121900336 -3.7427286231183414 +-1.467489489799353 1.5551107487089217 -0.08762125890960637 +3.174156358333821 1.8448954687896415 -5.019051827123499 +3.701764326148833 0.02900437768407388 -3.730768703832893 +5.715451446614156 -1.7106098343487792 -4.004841612265363 +0.5599846914210554 3.5289939028078257 -4.088978594228868 +5.855425463388725 -3.12355104826748 -2.731874415121266 +3.9213951647333283 -2.494104782874847 -1.4272903818584912 +-0.2868413554639411 -1.7958547906541518 2.0826961461180455 +6.11096577248482 -3.202269832303681 -2.9086959401810972 +4.315179714509878 -2.744358201141335 -1.570821513368506 +-0.15404669301133717 -3.1587080465978863 3.3127547396091686 +3.3237004854876484 -2.051670413495561 -1.2720300719920856 +2.2143019285292054 1.908364806094573 -4.122666734623799 +-0.28196090101943844 -2.2611735944400237 2.54313449545943 +6.433039122903531 -3.157552430153363 -3.27548669275017 +-0.39771582888711243 -3.430993867640715 3.8287096965277825 +-1.74227914843161 1.4908079339789972 0.2514712144526049 +3.502082288121416 -5.981647211578769 2.479564923457298 +0.14680596426506912 3.4721881223956936 -3.618994086660787 +3.63919482041815 -2.474867487949594 -1.1643273324685846 +4.889420894033701 -3.1339176895837686 -1.7555032044499321 +0.5772797410579384 -1.7404985190111288 1.1632187779531566 +6.9526731458069175 0.2164825535028495 -7.169155699309753 +2.7323600813146696 -2.572853897032793 -0.15950618428187927 +4.466260900519009 -4.759059845539092 0.29279894502004955 +-3.3235296264269247 1.7162216592348543 1.607307967192028 +1.3063305812558812 3.772694864948173 -5.079025446204057 +-1.3240778782714808 -2.061046979913458 3.385124858184897 +5.379014396406881 -1.082673441782057 -4.296340954624861 +-1.8466098001104456 -2.3877476943523286 4.23435749446271 +0.9869040011549615 1.955245896676667 -2.9421498978316554 +1.5268007744688052 2.2823716542149914 -3.809172428683805 +2.0899331457801713 1.7937136308909782 -3.8836467766711653 +4.333834079020559 -1.1652499110334262 -3.168584167987096 +-1.8141849958884007 -0.4117360963312981 2.2259210922196706 +4.692731891014968 -3.584706154268185 -1.108025736746805 +0.45763421354426015 1.5828949497533973 -2.0405291632976796 +-0.6182763880145282 -6.171769328782027 6.790045716796504 +0.7245719134286006 -1.7213531182517807 0.9967812048231476 +3.19937473017606 -0.9519766312318773 -2.247398098944199 +3.115642126123071 2.6868877844512715 -5.802529910574349 +3.821997956277774 -1.3475767145271313 -2.4744212417506453 +-1.112033592414029 1.9902564106488794 -0.8782228182348865 +2.1016639218218893 3.0532684991156405 -5.1549324209375085 +6.238442405023472 -0.31422646879313315 -5.924215936230349 +3.353813016961585 -0.2604217561157894 -3.0933912608458436 +4.169789452987782 -2.200668870369419 -1.9691205826183311 +2.1715260767834312 -2.064707361449242 -0.10681871533418583 +-1.1706282402563215 2.3257917399101795 -1.1551634996538789 +1.8580212142369177 -4.132884762479524 2.2748635482425477 +3.8919991892542236 -0.7135112247607064 -3.1784879644935145 +5.156217627580065 -0.6481284748733495 -4.508089152706718 +5.725755431121078 1.9819569235997132 -7.7077123547207735 +3.495935988236008 -0.8691794897969454 -2.6267564984390805 +4.141582557600098 -1.6880260300479337 -2.45355652755217 +0.4815366446505141 -1.3886086521810581 0.9070720075305032 +7.9397171710361265 0.6421661144613886 -8.581883285497485 +6.413108599491719 -0.3685613860805436 -6.044547213411182 +-1.8565259574300124 -0.13038058613379672 1.9869065435637911 +6.641615135904457 -0.2828450247567579 -6.358770111147689 +-1.2876830204649488 -1.7373331975023842 3.025016217967312 +0.939919364446961 -5.877709506174374 4.937790141727343 +4.036483900392175 -4.041452328528312 0.004968428136153419 +2.2288751985387796 -3.050035154800678 0.8211599562618924 +-0.16538438942332467 0.9962188844064737 -0.8308344949831556 +1.4529300003173866 4.909437957136006 -6.362367957453391 +-0.6943829286989496 3.0119654104966975 -2.3175824817977606 +0.7267289927283022 -2.5174413715652255 1.7907123788368697 +2.249557432287548 -0.6754622390903582 -1.5740951931971878 +-1.4452488030232722 0.8912408304095967 0.5540079726136535 +-1.3433862318836987 -1.434114092213507 2.7775003240971734 +4.031216645388762 -0.017005050950797504 -4.0142115944379775 +3.167641762854539 0.005452472136788733 -3.1730942349913045 +1.4883083283353613 2.188944374048858 -3.6772527023842256 +3.0616429412514297 -1.4363604110686892 -1.6252825301827345 +0.04134333496885651 3.593710308978581 -3.635053643947485 +-2.3610363274814556 -1.1214443248754522 3.4824806523568492 +1.5259545020247534 2.1824699011505486 -3.7084244031753353 +2.503770614674632 -0.24745141538395077 -2.256319199290693 +1.7295060930204504 0.7850061440879287 -2.514512237108376 +2.39159540536299 3.7703135998651973 -6.161909005228188 +6.802612386767522 -2.0565331021650612 -4.746079284602437 +5.908965144624865 -2.881470670478747 -3.0274944741461027 +-0.5775422766384894 -2.960914887935016 3.538457164573459 +-0.03060787885009282 -1.8631008866977334 1.8937087655477536 +6.527090733542622 -1.0446144953310987 -5.482476238211506 +7.680139983565094 -4.621083993104008 -3.0590559904610997 +2.808979954270574 0.7895605008781006 -3.598540455148677 +3.3498789361463865 1.5020682109661483 -4.8519471471125275 +2.3345595702224875 2.5691825750605473 -4.903742145283017 +0.6753334950849459 2.554684188676536 -3.230017683761471 +0.200013886118315 3.7543691769300116 -3.9543830630483376 +7.206691838502745 -4.23975300204886 -2.9669388364539078 +-1.1686217212990688 4.1637399467753795 -2.995118225476303 +0.6222589570343375 3.962990160461474 -4.5852491174958505 +2.564793009158653 -0.9350102501200714 -1.6297827590386307 +4.1145584376258855 0.14616855293805647 -4.260726990563904 +-2.798537507861222 1.4967181176318152 1.3018193902293822 +6.2730120453592555 -2.5567544438063643 -3.7162576015528868 +-0.024181095160236907 3.860387878760745 -3.8362067836004967 +-1.82897593682362 3.404319453004919 -1.57534351618136 +5.552667781900987 -1.3900428034792165 -4.162624978421777 +-1.3679161501993664 -3.533596183021902 4.901512333221218 +3.9695308897189756 -1.5438018291350697 -2.425729060583907 +0.6430390142827098 -1.3169988656554348 0.6739598513726786 +-1.477203817593988 2.818303165659923 -1.3410993480659639 +0.23704015992405417 -5.556359097941204 5.319318938017092 +0.8258468983894177 -1.8218896637123174 0.996042765322924 +-0.1297055624363178 -4.70076402177302 4.830469584209262 +5.543786115009164 -2.5915006257016313 -2.952285489307518 +-0.7926493735596389 0.19975738926809583 0.5928919842915066 +4.949124621786487 -0.9299762938991791 -4.019148327887289 +5.08805616748571 -0.7713017013041652 -4.316754466181563 +2.320842464696242 2.511575780569555 -4.832418245265782 +4.213711026306941 -1.3201284056254399 -2.8935826206814657 +5.47793048941295 -2.4798380673047005 -2.9980924221082446 +3.765384570836075 -0.9468765981817877 -2.8185079726542894 +4.53623039467034 1.222280348500044 -5.758510743170393 +4.833335613937898 0.32725652030673014 -5.1605921342445935 +2.2498460268012996 0.111230770422629 -2.3610767972239133 +1.6501942365253663 -2.5899826400699597 0.9397884035445363 +-1.2243550215994334 2.162018853409059 -0.9376638318096727 +0.10058338768537217 -2.1253690702858576 2.02478568260044 +3.43243061499591 3.8621206820246967 -7.2945512970205915 +0.6616918595901076 1.6437518168045855 -2.305443676394725 +-1.1532805314015484 1.4532364369834683 -0.2999559055819272 +-0.32187678444654844 -5.3424830281455655 5.664359812592037 +-2.3431286562029503 4.484436148571826 -2.1413074923689193 +7.052987992090263 -2.650041987052732 -4.402946005037519 +-0.1695323664658811 1.3185926614993988 -1.1490602950335425 +-1.6214010160404686 -2.1961452690844068 3.8175462851248274 +7.861459726190422 -5.238268508467889 -2.6231912177225216 +2.3783071932876467 1.5694067784277297 -3.9477139717153564 +4.714690262795843 0.28241277738274506 -4.9971030401785725 +4.204642243767504 1.0586519045912524 -5.2632941483587565 +5.728551852318829 -1.1799756296200994 -4.548576222698751 +3.6247417369385975 0.03812052012323608 -3.662862257061847 +-3.0611109840510906 3.7967317867467267 -0.7356208026956758 +-0.8553527282476334 1.0313229707741147 -0.17597024252650562 +-1.4040478754431656 0.33543437878931764 1.068613496653805 +-0.679188125983292 -1.145583757125139 1.8247718831083861 +3.3404712314191376 1.2282943131679174 -4.568765544587055 +-1.6260513500053893 -0.745594065179574 2.371645415184925 +4.673862682881573 -1.7018827055060215 -2.971979977375515 +2.5460238040773726 -2.429973916236449 -0.11604988784093798 +0.9933944785362643 0.7993529900985976 -1.7927474686348717 +-1.7866632181541544 1.8422202081101797 -0.05555698995604888 +-1.0500111117799165 2.0441828372524755 -0.9941717254725684 +-0.4377970409869102 -1.943008895159548 2.380805936146416 +-1.316480786339489 -3.4408921057992803 4.7573728921387275 +6.177184528149733 -3.701012963607865 -2.476171564541901 +3.379653044345287 -2.406637572910946 -0.9730154714343797 +3.6800717039325708 -4.116736431815932 0.4366647278833383 +-1.2291053619685568 -3.651877450871316 4.880982812839847 +5.626185712244501 -0.6812793010092023 -4.944906411235323 +4.281632796864966 -2.3763087971781642 -1.9053239996867846 +-1.5909257422433014 -2.372857508947591 3.9637832511908555 +0.49830081210424626 -2.370983346080281 1.8726825339759885 +4.071186170318748 -0.2422143027709917 -3.8289718675477946 +2.39159540536299 3.7703135998651973 -6.161909005228188 +-1.566162706465093 2.6209186176507377 -1.0547559111856701 +0.0660705877918138 -2.6103158344528925 2.544245246661021 +-3.215896820788886 3.120491943677248 0.09540487711163115 +7.19272924973485 -1.761619597138525 -5.431109652596314 +-1.7087310597082035 2.4202849935353488 -0.7115539338271648 +6.539000844114049 -4.081457176440115 -2.4575436676739444 +1.4153594428906238 -4.449459100311599 3.034099657420939 +0.18348095038896287 -3.233313247364997 3.0498322969759792 +-0.7990132078175796 -2.547209271359721 3.346222479177249 +4.429200108033006 1.7796328080150399 -6.208832916048013 +1.1174365032381746 4.380292764940853 -5.497729268179014 +-0.699192311496568 -0.012566956997563383 0.7117592684941072 +1.3408327191459901 2.069653901748386 -3.4104866208944076 +0.5309161051168493 2.890566091565884 -3.4214821966827444 +-1.1362626539215008 -2.572789779640216 3.7090524335616624 +5.602089657806036 -3.8261903296925257 -1.7758993281134923 +6.782994426638746 0.5712372588330255 -7.354231685471765 +-0.2687190582704434 3.2001730599277187 -2.9314540016572943 +-0.9921685532067069 3.9874724018095042 -2.9953038486028394 +-0.4668029035573983 -2.9019917811633236 3.3687946847206858 +-1.858902131503412 3.356685756444458 -1.4977836249410634 +-1.316480786339489 -3.4408921057992803 4.7573728921387275 +-2.0598930100741146 3.8511122365502906 -1.7912192264762277 +6.559513354725329 -2.7088339786151256 -3.8506793761101803 +-0.2278567335769796 2.68076181382307 -2.452905080246079 +2.2445547783727093 -0.9831690305154817 -1.2613857478572457 +4.326284070975858 -0.1269887321832907 -4.199295338792577 +-0.12996513493260842 3.638047771363139 -3.508082636430545 +2.704246739021709 -2.1528515615810924 -0.5513951774406002 +0.3356971899251506 -3.3744569459782996 3.038759756053099 +-0.4314199837917801 -3.69396749713503 4.12538748092677 +6.645772681449526 -3.487129466205735 -3.1586432152437802 +7.815758704312653 -2.9497738844766506 -4.865984819836022 +7.8013275132967035 -3.925014691278194 -3.8763128220185177 +4.325412158045381 -3.53623214485006 -0.789180013195314 +0.794213194610949 -2.5827013318105947 1.7884881371995789 +-2.009335296807189 1.1693534743602205 0.8399818224469328 +-1.3065016037374377 4.029028920645034 -2.7225273169076303 +2.1348212172348937 3.192628118522164 -5.327449335757075 +-1.6704059541474419 -3.2179574921101413 4.888363446257537 +5.115749461237014 -0.45026379159161667 -4.665485669645402 +3.744160310526449 -3.4830979239854827 -0.2610623865409537 +0.7939834170632437 3.8382706541861 -4.632254071249374 +3.2066558102329434 1.7912989147323182 -4.99795472496529 +-0.10489137886148167 -2.8589100510826766 2.9638014299441098 +5.250977528146344 -2.1777925419046786 -3.0731849862416984 +-1.6704591424126063 -3.1721336020941697 4.842592744506728 +-0.42562868109134144 4.099983508395116 -3.674354827303812 +3.9014814096468315 -3.7514209413169275 -0.15006046832992515 +1.8214410214163426 0.5151289875710492 -2.3365700089873895 +4.097798831834872 0.9011356859028944 -4.998934517737758 +5.575792370873335 0.6126300880759816 -6.188422458949318 +3.794957817257274 -0.9465876321043896 -2.8483701851528704 +4.331459027012941 -0.9020659057012208 -3.429393121311715 +0.48952570285627306 2.0897093775695272 -2.579235080425782 +3.5102290439583044 -2.0508279492858428 -1.4594010946724527 +3.7456208034249654 0.6781399088050335 -4.4237607122299965 +0.3882606412615764 -3.599791077898114 3.2115304366365023 +-3.250534585184962 4.100013914330649 -0.8494793291457157 +1.3059047034643898 -2.143259221077776 0.8373545176133526 +4.146519636374835 -0.427950218138953 -3.718569418235936 +5.671459334116304 -1.6831701012998697 -3.988289232816433 +2.039475351358887 -0.34792187125017676 -1.6915534801087349 +3.9621829534418014 1.3320863866519927 -5.294269340093836 +3.7666950871130087 1.8906094899950805 -5.657304577108076 +3.4541179356007357 -0.9158570014087589 -2.5382609341919737 +-0.0871036897356948 -4.393216430953013 4.480320120688653 +2.08707837222472 3.3298592255168122 -5.416937597741528 +4.586541896251454 -1.4661873314504583 -3.1203545648010205 +-0.5792985208179708 3.752190152298183 -3.1728916314802484 +1.5792714063893118 2.331308568649827 -3.910579975039152 +5.397682932758986 -1.6621982654024081 -3.7354846673565785 +-2.4134019098661597 0.7510851167015874 1.6623167931645195 +3.7021491173633603 -0.8762831451357891 -2.8258659722276036 +3.178062822645494 0.6910711910850338 -3.8691340137305716 +-0.9492613391781093 -4.402410291259396 5.351671630437463 +3.60384481777134 -0.8374676936358256 -2.7663771241355337 +-1.4531366989993146 -1.2311548549178006 2.684291553917031 +0.2736617116487352 -2.209241213190396 1.9355795015415882 +5.990369950688676 -4.808179029855503 -1.182190920833175 +4.580847881120078 -1.2393738741631064 -3.3414740069569704 +4.395834826043268 -2.8228442184505282 -1.5729906075927556 +-0.5154064553852877 0.8170118153157704 -0.3016053599305228 +5.526011276384554 0.24520294188982716 -5.771214218274379 +0.8190329746050532 1.3192576224503827 -2.1382905970554713 +2.0023403704593448 -1.3646031260947735 -0.6377372443646383 +2.166645316244158 -1.4405247357641393 -0.7261205804800202 +0.28815473162614846 1.6684658722064902 -1.95662060383266 +2.4962647155946196 2.278961994094183 -4.775226709688783 +6.5476637762954395 -3.389631076965526 -3.158032699329908 +0.2107849044405123 2.561274809271603 -2.7720597137121725 +-0.07283789380650518 -3.8549725993214983 3.927810493127952 +-0.0490190533616639 4.806653022254252 -4.757633968892587 +0.8978217669626675 0.5051980227685138 -1.4030197897312102 +4.873525511831191 -2.3745932595004846 -2.4989322523307376 +0.3715311217594849 3.9200443044426128 -4.291575426202144 +-0.5298801728290482 -1.393621081831185 1.9235012546602035 +0.5723027292916462 -2.0959966121093863 1.5236938828177058 +-1.8118784432573478 2.4471465636206413 -0.635268120363354 +2.629216561434729 2.22915348944277 -4.858370050877477 +4.433445411970177 3.0466630140365067 -7.480108426006657 +-0.7014656953104941 -0.24689377287034486 0.948359468180778 +0.6558460669760813 -1.7077615329414846 1.0519154659653627 +-1.9913289657418771 1.0942244317567043 0.8971045339851461 +5.046202499771764 -2.1392694518117117 -2.9069330479600275 +3.250687099842758 -2.292620945901031 -0.9580661539417381 +0.41573321877691705 3.8859726537285373 -4.301705872505499 +-1.9491479787167258 2.940991287932694 -0.9918433092159971 +3.489629851583604 -1.007508296797435 -2.4821215547861923 +-1.0573236933180463 -4.15364701706989 5.2109707103878815 +0.9807018628115882 0.2878436888958262 -1.2685455517074429 +-1.9124715398462266 0.5494510395060752 1.3630205003401248 +-2.158447744317472 -0.23224689498434173 2.3906946393017923 +4.604555181269621 -2.112549106598205 -2.4920060746714108 +-1.5453826764253802 2.581532446521669 -1.0361497700963276 +4.909779463817827 -3.9611453764844216 -0.9486340873334024 +9.014661263584001 -4.150875347211661 -4.863785916372357 +3.981088236606594 -1.3726733525111272 -2.6084148840954566 +0.19929156074780313 -3.5508734711159997 3.3515819103681475 +0.8392714610345892 -0.38858672032819597 -0.45068474070640707 +-1.8802299598215522 4.477346545413817 -2.597116585592284 diff --git a/src/test/resources/regression/dna.scale/predictions_MCSVM_CS_bias_1 b/src/test/resources/regression/dna.scale/predictions_MCSVM_CS_bias_1 new file mode 100644 index 0000000..1b2beee --- /dev/null +++ b/src/test/resources/regression/dna.scale/predictions_MCSVM_CS_bias_1 @@ -0,0 +1,1186 @@ +6.671847517742938 -1.4836337595132705 -5.188213758229664 +0.29930237265813664 -3.6238097560067235 3.324507383348531 +0.21504013430096247 -4.5371308370085455 4.322090702707518 +4.422784796375706 -0.1647446327929467 -4.258040163582735 +5.3968810079305864 -1.3543805718011344 -4.042500436129464 +-1.1205307434477025 2.2034323071630655 -1.0829015637154034 +5.608447108921933 -3.595717232796369 -2.0127298761255688 +-2.629037776089909 -1.010060979288145 3.639098755377992 +2.572335886568624 -0.5678689426364666 -2.0044669439321385 +1.5508131319243503 1.525218003607569 -3.076031135531984 +2.968732331204455 -7.4106496040110486 4.441917272806555 +3.9769499522070935 -1.3451176189501726 -2.6318323332568783 +3.7334328300890753 -1.0635119990512611 -2.6699208310377984 +8.184801029306975 -3.770670203077231 -4.414130826229749 +0.3041439905226486 4.449447708191764 -4.753591698714417 +6.076866536302032 -3.9345092523431595 -2.1423572839588427 +-0.6057374167418635 1.3697661042113491 -0.7640286874695386 +4.50349281370944 -3.0268545476075577 -1.4766382661018391 +0.9914465517136208 -0.6573286285745132 -0.33411792313905897 +-0.423647230568022 -1.919450913635521 2.3430981442034784 +-0.14634434157826604 -3.402752167430878 3.549096509009079 +5.197718698629596 -2.4751935970845746 -2.7225251015449485 +-0.22204759043255928 -0.12782254632853762 0.34987013676104417 +-2.328235665663515 -0.25823842593059454 2.5864740915940567 +5.030402748193817 -1.9636551168013257 -3.0667476313925324 +6.7345528591238635 -4.806791079089763 -1.9277617800340727 +3.0622558353102485 -0.6727266799906252 -2.3895291553196154 +-1.3574035682738805 -3.0447745714260575 4.4021781396999105 +4.133714034354046 -1.885958866516344 -2.2477551678376937 +6.6771898870169 -1.265481317503204 -5.411708569513691 +3.711712214013552 -3.5048124955914672 -0.2068997184220629 +-0.11724049183378693 0.2542931272715725 -0.137052635437875 +2.3319221034714808 -2.379690032201262 0.047767928729706144 +-1.1864584252336652 -3.9437034552252026 5.130161880458821 +-0.04674355292445209 2.466180840198072 -2.4194372872736247 +6.6598461801443705 -4.54074859324693 -2.119097586897398 +4.136239901201532 -4.5872796590352625 0.4510397578337057 +1.732982956585458 0.9582748999671846 -2.691257856552615 +1.7938576609512369 -3.489358633758275 1.695500972807073 +4.5279359338253515 -0.8146925109708223 -3.7132434228545215 +1.728347564821466 5.143368258208492 -6.871715823029913 +2.6104604811788388 -1.9085841068254972 -0.7018763743532952 +0.9821029686031374 -2.9305734054378743 1.948470436834721 +-0.5065601315419853 2.923629406532554 -2.4170692749905527 +0.8094576618074243 0.6864622092826826 -1.495919871090078 +-1.5100107570044665 -0.1538063244872636 1.6638170814916937 +1.1454585389412746 4.509183908949787 -5.6546424478910575 +-2.9294410315073582 -0.517322588895493 3.44676362040281 +1.9954803054378916 -0.3244773997262056 -1.6710029057116487 +-1.3205894573770736 -1.6885921566807425 3.0091816140577983 +-2.0500971715323235 2.945327414969324 -0.8952302434370321 +4.147062941488487 4.065096743323226 -8.21215968481171 +3.7526030678433333 -4.455592228834828 0.7029891609914773 +4.421210386442974 -0.755216288666181 -3.6659940977768155 +-0.05651450918223133 1.7106530792100751 -1.6541385700278564 +0.3630289118982728 1.962999018363345 -2.3260279302616116 +4.984722385677695 -3.2884685037199146 -1.6962538819577295 +4.024995685032857 -1.9139588105347944 -2.111036874498007 +4.060361643626231 -2.7667378408999967 -1.293623802726204 +1.0723390457262667 -2.952756886168467 1.8804178404421361 +2.2393312277271638 1.6349226833357178 -3.874253911062926 +4.404858166073031 -1.2253831545390197 -3.1794750115340156 +4.078807868933807 -1.2853495697980875 -2.7934582991357164 +2.096414382216326 -4.453836417947748 2.3574220357314215 +-1.4311004021441538 -1.5306848307618632 2.9617852329059566 +3.273300867965668 -2.0479582366428355 -1.2253426313228335 +1.8298963338822434 -0.04138882164571234 -1.7885075122364613 +2.8533661638583188 -1.1716745920002145 -1.681691571858119 +-1.4249203845233693 4.502850676498003 -3.077930291974666 +1.2369178823969866 1.9263689451606405 -3.1632868275576884 +5.76738816072495 -2.773132592507473 -2.9942555682174916 +3.185936823770394 -0.9018580812601943 -2.2840787425101827 +5.408446040131181 -2.544376606001812 -2.8640694341293464 +2.188052770092645 -1.6749800944082636 -0.5130726756844393 +6.894068455500628 -4.696329761809282 -2.197738693691309 +-1.2677425351079834 1.9439123058853989 -0.6761697707774632 +2.937173482054478 0.26421851431016274 -3.201391996364614 +0.16345341699884597 -1.435595613949327 1.272142196950427 +-0.6222017207913036 0.9455809992942932 -0.3233792785030394 +1.2774112736002277 5.144368074446074 -6.421779348046298 +0.5462239467018697 -1.1930481406965672 0.6468241939946855 +5.738165095620201 -3.126721826914963 -2.611443268705225 +4.098103540036952 -0.6403972183261519 -3.457706321710732 +-2.4614913154328057 -1.6049442145559685 4.066435529988722 +3.183833963143603 -2.7584610645448273 -0.42537289859871463 +5.960998194435937 -0.7586559896216551 -5.202342204814228 +-3.081672065033958 2.9363743492250225 0.14529771580891193 +-0.47857222505894204 -1.9242478564186438 2.4028200814775516 +5.311134448774664 -1.9198230956052567 -3.3913113531694163 +0.37009799588869785 2.422959147201382 -2.7930571430900883 +-1.6217290868214738 -3.082780421382683 4.704509508204123 +2.0494843593412297 -3.495376795038647 1.4458924356973664 +3.2285936421361074 0.8745087486327692 -4.1031023907689335 +4.3640289516932365 -0.12617667918602704 -4.237852272507165 +4.150023873924442 0.21581975642979945 -4.365843630354207 +1.4257314114236714 4.250415062152017 -5.676146473575691 +2.438813740414027 -0.942609760853599 -1.496203979560485 +4.145606843230301 -0.6909534376259006 -3.4546534056043843 +0.03687276620475666 -2.7686048921530477 2.7317321259482332 +-1.5182728356894137 2.3116070551437105 -0.7933342194543342 +5.968096070821869 -1.095121068691145 -4.872975002130725 +2.5049505001101005 -5.054456295501848 2.5495057953916884 +2.4072628050199976 -1.9112106121602397 -0.49605219285976787 +3.1680429073359573 -2.1517343789126544 -1.0163085284233209 +1.9286335033002537 5.012469996359684 -6.941103499659941 +2.4466972033811256 3.6265596675060814 -6.073256870887163 +-0.6590612504480527 1.6498866029382282 -0.9908253524902217 +-0.40012038893532254 -3.276595741139301 3.6767161300745776 +6.197683574905427 -2.7109810963015777 -3.4867024786038265 +-0.02805055626292685 -1.7186805445192417 1.7467311007821358 +2.3721353713436155 -4.326145206523939 1.9540098351802924 +-0.8277751071292166 4.940670721612731 -4.1128956144835085 +6.311650616727 -2.875987604664994 -3.4356630120619736 +3.3744394793567096 -3.9765290790739947 0.6020895997172502 +0.11993449028325287 3.0801498138318224 -3.2000843041151192 +2.176995406414368 -2.103412460070215 -0.07358294634416285 +0.6240888916277001 -1.320702604173305 0.6966137125455965 +-1.5115962255106932 0.07356201907055704 1.4380342064400942 +4.394245205228535 -1.9128719924638573 -2.481373212764682 +2.899709714792578 -0.282136389381642 -2.6175733254109437 +-1.4370186515919556 1.8725362481884873 -0.4355175965965612 +-0.10509488212951934 -1.941177771970608 2.0462726541000533 +-1.4457948062680033 4.898127700900785 -3.452332894632818 +0.061912203890869266 -4.227337077869883 4.165424873978937 +-2.9380431086833934 2.503209634712602 0.43483347397074734 +-1.7057231488945899 -0.19795897156204623 1.9036821204565926 +2.4782663797842956 -2.523663587406576 0.04539720762222732 +-2.5051792315314474 0.1847493034479648 2.3204299280834473 +-0.025393240946967377 -0.9714213878986293 0.996814628845538 +-0.8174900107078084 4.628096737884832 -3.810606727177092 +2.824003651271156 -5.417928607834998 2.5939249565638285 +4.5712497699525585 -2.0428652060014043 -2.5283845639511475 +0.6059347956091912 -0.919140125509776 0.31320532990050565 +0.12627762025660771 -1.9114590399437625 1.7851814196870996 +2.041005876534498 2.5480831485421125 -4.58908902507663 +-0.20597781093067768 -1.797810464656718 2.0037882755873424 +6.272016786940716 -3.1951153629298066 -3.0769014240108787 +3.0280352842184284 -3.049263476658199 0.021228192439720073 +6.569028299567959 0.5966044278584606 -7.165632727426393 +3.5519670461986323 -2.683331578294423 -0.8686354679042312 +-1.2806918283328024 -0.7249799192134406 2.0056717475461916 +0.9895000587020293 -1.507885404460645 0.5183853457585739 +-0.42826958683954686 -2.5829373868220946 3.0112069736616025 +6.653073654229598 -5.021665991192944 -1.6314076630366205 +-0.7522821082664982 2.890806866107099 -2.1385247578406297 +-0.493650410070133 3.049031311690037 -2.5553809016199103 +-2.5159100033849584 3.06311260338853 -0.5472026000036143 +5.904891112036251 -2.172566652577035 -3.7323244594592078 +1.0676791728303427 2.7433359798325374 -3.8110151526628995 +-0.612304922472071 0.1710295510910509 0.4412753713809775 +6.279392513005822 -0.3958235047178218 -5.883569008287968 +-0.3489435544477081 1.784874394432146 -1.4359308399844442 +4.684653553433848 -1.3337539455275411 -3.3508996079062685 +0.5746920468793627 -0.4085352168016093 -0.16615683007772236 +-1.2926711231624286 1.983829011583734 -0.6911578884212604 +3.006278699414276 -2.7077032951553597 -0.29857540425893536 +-0.7534260815928843 -2.3127294747827007 3.0661555563755396 +0.16821687010785769 2.0963519384877154 -2.264568808595558 +3.8938950459929145 -1.176550310798168 -2.717344735194726 +1.6682012757806506 -4.6359281525844365 2.9677268768037504 +1.0722138271911241 5.264581432147859 -6.336795259338949 +-1.1603913080698143 -1.7037361567420448 2.864127464811813 +5.8492681452130535 -5.138171151150781 -0.7110969940621954 +6.121042005375821 -1.3608941264551233 -4.760147878920682 +-1.443221484170333 -0.4020799142670036 1.8453013984372828 +5.819581034936841 -1.4697061746384077 -4.349874860298388 +2.9675112804402612 1.6407639352502108 -4.608275215690454 +1.5717719379035437 -3.431415791756558 1.8596438538529803 +5.822461225872873 -2.341005322790636 -3.4814559030822574 +3.479805185551555 -1.8997860720659834 -1.5800191134855932 +3.785595651103794 -3.629665705834674 -0.15592994526909426 +-0.20858744752382685 -0.008864074953143675 0.21745152247693006 +-1.3635336394730357 -1.2026123087648224 2.5661459482378453 +5.768912740935164 -3.2521577327718254 -2.51675500816335 +5.823738708536503 -1.023268724210074 -4.800469984326414 +-0.10037781029016168 2.941421782223881 -2.8410439719337246 +1.078791526406664 -2.1241455304012415 1.045354003994543 +3.3603657960367137 -1.486872060316767 -1.873493735719928 +3.859337364215906 -0.2315824959263113 -3.6277548682895793 +2.560622547884075 -2.3415618140335113 -0.21906073385054559 +-0.18516147039359765 -0.24371130305083177 0.4288727734443611 +1.504340327954893 3.362945953302311 -4.86728628125716 +-0.2532253722102472 1.1205163068100794 -0.8672909345998479 +3.5521907089379314 -2.172827771589165 -1.379362937348709 +3.115220615324897 -1.7569019803282457 -1.358318634996632 +2.373841569372331 -0.40839530429251203 -1.9654462650798155 +1.4718537227616406 -2.571117782939849 1.0992640601781598 +-0.2761372386338784 1.966603461903445 -1.6904662232695316 +0.522634228503708 -2.077448686649535 1.5548144581457712 +1.6552925631279591 4.5556414934174665 -6.21093405654536 +0.8046907310818043 -1.4808557904776065 0.676165059395774 +0.05398179337738185 2.244877220109933 -2.2988590134873625 +5.320180812013828 0.29362302368305215 -5.61380383569687 +-3.1674235319762314 2.173414536574795 0.9940089954013975 +-1.5286877447169673 2.8415946546040067 -1.312906909887086 +3.8333252897701624 -2.1519899732464958 -1.681335316523667 +1.8300752487212368 -3.509128205943331 1.679052957222029 +-0.294262441160717 2.8089117875742224 -2.5146493464135204 +6.223892093456929 -0.8582143901000625 -5.365677703356841 +5.989682819817282 -2.0746662301124985 -3.9150165897047566 +4.507342861319465 -1.5477484644521657 -2.9595943968672644 +2.4723011573471814 -2.3395941856022358 -0.13270697174492652 +-0.23217818117946598 -0.2750711148095055 0.5072492959889359 +-1.2495222223710063 2.745486901927172 -1.4959646795562145 +-1.8129729583055205 3.780839915024123 -1.9678669567186828 +1.3886331138997337 0.27629736377080016 -1.6649304776705607 +-0.1310341099305311 -0.5581087387117044 0.6891428486421858 +5.151713896473436 -0.4277188621922783 -4.723995034281155 +-0.17558940928261324 3.8782895786147926 -3.702700169332223 +5.828681355387445 -3.881466709461519 -1.94721464592587 +4.2433735971130755 -2.3522271250641955 -1.891146472048912 +-0.06343994094357941 -2.4769724876510786 2.5404124285946077 +-0.7948280471888286 2.5683097144206988 -1.7734816672319624 +0.9932706732808344 0.403307456747098 -1.396578130027996 +3.6710968251958054 -0.21616497721220296 -3.4549318479835867 +3.586603607042972 -0.0072137515095314075 -3.579389855533412 +4.880165296862557 2.8350233721051397 -7.715188668967656 +-1.6128870169850567 2.0349913302562137 -0.4221043132712039 +-0.9389036222436787 -2.3833150929825315 3.3222187152261724 +1.8307197818751 -0.42360683565894364 -1.4071129462161625 +3.606222130097176 -1.5805673604098223 -2.0256547696873084 +5.617015210577563 -0.2540150548835465 -5.363000155693964 +-1.587142642891532 0.25515709105095796 1.331985551840539 +5.417104481928508 -3.3493924431636866 -2.067712038764805 +6.872291614768127 -3.4250929984345833 -3.4471986163335266 +6.46049882762137 -1.0977271105906343 -5.362771717030743 +-1.366369416529952 4.056503401863278 -2.6901339853333956 +2.4711220846750463 1.3642185238360889 -3.8353406085111335 +3.6266621813903686 -2.059718813253157 -1.5669433681371598 +5.503558064607375 -0.6255763033904085 -4.87798176121695 +0.2317952586033969 1.6202550466055547 -1.8520503052090103 +5.433143347351196 -2.135589378802553 -3.2975539685486295 +4.08305343491136 0.017229918999051907 -4.100283353910401 +5.008408457029534 -4.597796616327875 -0.41061184070168233 +5.160835456856889 0.5104488069183513 -5.671284263775197 +-1.3160900286148616 2.7710161781362266 -1.4549261495214052 +-0.11179842755585379 3.45406498949974 -3.342266561943859 +-0.20209923282122022 -2.983783031233997 3.1858822640551474 +-2.653588792565733 2.797197634523075 -0.1436088419573902 +-0.5117209869676876 2.7576932745373406 -2.2459722875697006 +4.659232100271709 -1.18556010207356 -3.4736719981981317 +3.789175356345194 1.0114618615823798 -4.800637217927582 +0.9129894093011727 -2.814565831149822 1.9015764218485847 +-1.815748814252343 -1.5664407670140317 3.382189581266356 +0.04894588821851764 -1.714194940049755 1.6652490518311636 +-0.6934054946526521 2.5315248138139994 -1.838119319161399 +5.274169827710634 -3.32524615658432 -1.9489236711262796 +5.050747642060551 -3.1707679097806025 -1.8799797322799146 +2.0397211454600304 -1.9317201358645226 -0.10800100959552111 +0.11039951434668027 -2.281096001990245 2.1706964876434762 +2.7888177652987416 -2.1842249417860056 -0.6045928235127391 +3.8097571163180404 -3.728684001884189 -0.08107311443381887 +3.9368172201448854 -1.6451319182799256 -2.2916853018649856 +0.7584601882538615 -4.191456747079894 3.4329965588260007 +-1.8633440484515948 3.542261556148096 -1.6789175076964886 +9.607819394867485 -3.163354175547167 -6.444465219320235 +-1.6956314795983505 -1.2685756908699988 2.9642071704683026 +-1.2996817527173499 -0.027363158624737594 1.3270449113420493 +4.935407206065765 -1.2062847500396652 -3.729122456026081 +-1.2817867818615793 -1.464522573919802 2.74630935578137 +5.993570131018255 0.7177832227524994 -6.7113533537707175 +1.5885319515198013 2.061077088038021 -3.6496090395578307 +-0.27108658227717386 2.745122243569966 -2.4740356612927936 +6.205198809924294 -3.6346388026607492 -2.570560007263478 +-1.9309878686350976 -1.0609253477775085 2.9919132164125273 +-1.7365171888572855 2.3714610889760963 -0.6349439001188044 +-3.2876466192945806 2.157743186757769 1.1299034325367783 +0.8962351857724091 4.035751488116759 -4.931986673889128 +3.200724373580985 3.685429862029259 -6.886154235610224 +4.532957777246151 -0.08871056483147233 -4.444247212414644 +-1.5698239956094375 1.7274192536178492 -0.15759525800837143 +3.2632856893119846 -0.9026297716066239 -2.3606559177053112 +6.118528750590306 -1.85204139011212 -4.266487360478186 +6.599662975129085 -3.8588872134445036 -2.7407757616846045 +0.650209723968078 1.6589551058233414 -2.3091648297914684 +-1.4166949832263867 -1.5927414917652563 3.0094364749916016 +6.238666206647504 -4.190231111274834 -2.048435095372649 +3.2702738069852786 -1.2700132624524003 -2.0002605445328663 +-0.24151580510328963 -1.3274969777412544 1.5690127828445157 +-0.4184514357951957 -2.496680878588923 2.9151323143840755 +4.689127901130532 0.2923436122871754 -4.981471513417695 +-1.6267741296137115 3.0004186205016468 -1.3736444908879621 +-3.317254487164167 2.269433186677288 1.0478213004868335 +0.9433270121723124 -3.7364719237737547 2.793144911601391 +-1.1662029987772784 -3.1722381990223556 4.338441197799577 +4.5448055458530785 -3.150196233946705 -1.3946093119063436 +2.5290634815215784 -0.4527561974610367 -2.07630728406052 +-2.0370976937760297 2.2626234966820356 -0.22552580290604096 +3.530966629207342 -1.8327360772971217 -1.6982305519101217 +4.472368383105879 -4.221152138413817 -0.2512162446920254 +0.8713499780366364 2.8849943010081973 -3.75634427904488 +4.940624876957754 -4.251113925693433 -0.689510951264265 +7.090560341776091 -3.3178070686494383 -3.772753273126602 +0.3722848070511239 -3.0012689441073865 2.6289841370562113 +5.458166304785477 -3.6190716161052654 -1.8390946886801434 +3.5874478500149394 -0.9995857504397663 -2.587862099575238 +0.7377794326442393 3.3545997234967495 -4.092379156140984 +5.227642118830738 -3.5326534709007587 -1.6949886479299634 +6.1361119217105 -3.3949961919868694 -2.741115729723616 +3.9416186902166346 -1.0562919285978567 -2.8853267616187614 +1.6371134036274082 -1.659867664809992 0.022754261182527324 +2.632381900042819 0.22876263366300753 -2.8611445337058754 +5.509618704473951 -0.7604733801658268 -4.749145324308096 +3.8219605081047336 -0.28216126386772533 -3.539799244236968 +-0.29011849113052934 -3.2051036817711234 3.495222172901615 +-1.4273277342019832 1.2105465922478564 0.216781141954085 +0.061356627402205155 -0.5856158359751764 0.5242592085729041 +3.3123216564642375 0.2421751206078313 -3.554496777072046 +-0.3975677013600828 -4.3599443825199256 4.7575120838799485 +-1.063146278681633 -3.6602032693480138 4.723349548029622 +4.08485592133368 -0.9397691586003052 -3.1450867627333565 +-1.24238719660553 0.5905127966096775 0.6518743999957995 +1.479628410727022 -1.21030235008466 -0.2693260606423997 +4.960979293930078 -4.168375399863671 -0.7926038940663529 +1.8186242439003255 1.3734544771259953 -3.1920787210263173 +1.0803854470758814 -1.8982699907857672 0.8178845437098387 +6.076896727132787 -2.248636951197045 -3.8282597759356998 +2.2627098349455137 2.6278338878552687 -4.8905437228007465 +-0.18516147039359765 -0.24371130305083177 0.4288727734443611 +0.973938539208623 -2.973429790031405 1.9994912508227387 +-0.3074642502414192 -1.8749458887656383 2.1824101390070005 +0.16821687010785769 2.0963519384877154 -2.264568808595558 +0.800760002768343 -3.2207118414804765 2.4199518387120715 +3.167200093954421 -1.7950504733974169 -1.3721496205569539 +-1.0853249606364543 1.743663562681569 -0.6583386020451696 +4.651994456155864 0.9918290858345857 -5.643823541990423 +-0.32434461236206913 -5.383810449189275 5.708155061551274 +-1.3964018061138175 3.911563904692717 -2.515162098578891 +3.529894383912491 -1.2945689933037707 -2.235325390608715 +-0.7728494631352089 0.8813561587444698 -0.10850669560931664 +-1.6583879616309116 1.333201198617013 0.3251867630138316 +2.3423097413963614 3.527356888722275 -5.869666630118577 +-2.143981563983722 0.3329465538464591 1.8110350101372228 +0.07932827682306343 -4.656592547218963 4.577264270395847 +0.9662345790046039 -2.6970752664353888 1.7308406874307087 +2.83811343330066 -0.287429631950866 -2.550683801349779 +2.6036420741973076 0.5984581944791554 -3.2021002686764293 +2.749977826346069 4.447171827690955 -7.197149654036975 +4.341038258124439 -1.2793162780425194 -3.061721980081873 +1.6682012757806506 -4.6359281525844365 2.9677268768037504 +2.9271509191701615 -1.4578894377536886 -1.4692614814164495 +-1.5286877447169673 2.8415946546040067 -1.312906909887086 +5.2284214987879505 -2.4602275300773027 -2.7681939687106176 +3.709648818046043 -2.2722795595855128 -1.4373692584606166 +2.141965846753625 -0.9036581819562572 -1.2383076647973976 +-0.26106014307599923 1.6730160944058747 -1.4119559513299234 +0.086084344620449 0.545512005636416 -0.631596350256824 +-0.2994605679126704 -2.464368482010623 2.763829049923233 +3.6833820595395235 -2.2491894317664585 -1.4341926277730763 +4.549527959933347 0.29578792596009307 -4.845315885893449 +-1.3555183136430058 -2.282368357792677 3.6378866714356297 +5.324626300606695 -3.119338562336907 -2.2052877382697966 +4.376086009954854 -2.4474102751466247 -1.9286757348082215 +-1.2379236274553693 2.593740242493594 -1.3558166150382764 +2.5600760989944593 1.749295305278193 -4.309371404272675 +4.3247009618865295 3.716838099468944 -8.041539061355458 +0.3991969745766165 4.601108080249823 -5.00030505482641 +-2.8501665831999183 0.7769382948446948 2.073228288355187 +0.5151120968162093 -2.0363387878932255 1.521226691077036 +6.3071933298497305 1.2582208673301536 -7.565414197179871 +-1.6489169745614527 3.9757495040654507 -2.3268325295040535 +5.707409993556073 -0.9929140803691772 -4.7144959131868704 +-1.9613900727326925 1.2959174623567895 0.6654726103758379 +-0.64288214289425 1.3870468936172817 -0.7441647507231042 +3.4002018899738697 -1.925180511603559 -1.4750213783702442 +-1.5292490943247445 -0.9250125177717005 2.4542616120964196 +7.622533213665298 -3.9529429127157236 -3.6695903009495368 +3.1727756374680425 -2.2265604193433064 -0.9462152181246957 +-0.18032309379694345 -2.4949636078479442 2.6752867016448594 +-1.390811038467572 1.8576202247980955 -0.46680918633054347 +-0.493650410070133 3.049031311690037 -2.5553809016199103 +4.9557842995666554 -3.9044284828347093 -1.0513558167319281 +6.991166068186978 -3.2631335719513848 -3.7280324962355573 +4.838746775221914 1.0913298454180342 -5.930076620639885 +4.788869181228589 -2.7675853228146976 -2.021283858413904 +3.9715475542667504 -2.29810211339325 -1.673445440873445 +3.4122744044122597 -3.6997994583875187 0.287525053975239 +0.9983996739683303 4.043891619840258 -5.042291293808571 +-1.7903709122921003 1.357162367611302 0.4332085446808131 +5.780214218414109 -2.969815149152338 -2.810399069261724 +4.602562215359661 0.625769978349191 -5.228332193708847 +3.0396190541362547 -3.4302508404700736 0.3906317863338674 +-0.8801026393861214 2.806499644505775 -1.9263970051196782 +5.073106068947979 -4.087110205760863 -0.9859958631871102 +5.585888747591042 -3.300695738261552 -2.2851930093294484 +4.8695417505025205 -1.7621849229022362 -3.1073568276002623 +-1.0091223079761802 -0.3687849473395971 1.3779072553157432 +4.181059745310721 0.453690742623968 -4.634750487934666 +3.2591185345378566 -3.453300391693246 0.19418185715540148 +4.129557537766341 0.529855612856382 -4.659413150622774 +-0.19138106602763127 1.4384232800477128 -1.247042214020096 +-0.12656873642248245 -4.611779900437286 4.7383486368597 +-0.07848124326489192 -2.1846613106654313 2.2631425539302787 +3.5464901029383973 -1.3443431802178438 -2.2021469227206065 +0.513093167997887 -2.7989597002516082 2.2858665322536806 +6.962081194535538 1.1108751716121872 -8.072956366147679 +2.4863024289749798 0.6205071571372685 -3.1068095861122567 +2.5306458346606218 -4.408687282326433 1.878041447665764 +6.165554648395338 -4.002035072146233 -2.16351957624906 +-1.2360978317532094 -1.055324892978231 2.2914227247313734 +2.355450717357516 -0.9545995135339284 -1.400851203823561 +4.88636055546131 0.6568714517161323 -5.543232007177371 +3.5686469287657734 -2.624964911628447 -0.9436820171372808 +1.1710868903841405 -1.3327200321340773 0.16163314174986387 +1.4341141725534123 -4.240386580904147 2.806272408350716 +0.5745053764565049 2.3612221788640286 -2.935727555320544 +3.4108204470230232 -0.7172311382209563 -2.693589308802038 +3.1896043975648674 -1.67650025326408 -1.5131041443007756 +-0.11161317951722871 -1.8342805691961077 1.945893748713317 +-1.7943820970621265 0.4181782605865225 1.3762038364755262 +4.234389132457077 -2.2108745813464723 -2.0235145511106234 +-0.5243499335820153 0.8515084661858974 -0.3271585326039361 +2.045811131576492 -0.2085808906057418 -1.8372302409707517 +0.7764499412812369 -2.754270096253705 1.9778201549723886 +5.355477276864843 1.7904151085157758 -7.14589238538061 +-1.09259816965871 -1.2074546327231914 2.300052802381844 +4.659841398858051 -3.6791180790706908 -0.9807233197873753 +3.581204806396895 -0.6980828631337263 -2.883121943263167 +-0.41376795790632326 1.640677769421834 -1.226909811515592 +2.2123660507894525 -1.2576020973142392 -0.9547639534752534 +3.4692271271873625 -3.1394320777703912 -0.32979504941698834 +1.431171098533941 -0.7634972475850561 -0.66767385094889 +0.1843352871202366 -1.3721611158854456 1.187825828765154 +0.28807043531390286 2.0994259677076585 -2.3874964030215944 +-2.1796381982686075 -0.12549388124249017 2.305132079511061 +6.457977214943662 -0.6999336972145591 -5.758043517729048 +-1.1412822142146615 4.147393649243339 -3.006111435028708 +1.7192880761993516 2.169616765241124 -3.8889048414405103 +1.1088852199866905 4.45537346530654 -5.564258685293189 +3.709470618415873 -0.6063624898395398 -3.1031081285763538 +-1.0328015440190992 -0.5609427250466665 1.5937442690657406 +6.859535249815216 -1.2396651124394922 -5.619870137375685 +-0.2576963464052776 -1.8655809001477486 2.1232772465530045 +-0.8082603130043337 2.561778044780237 -1.75351773177597 +-1.8403905544873909 3.698362384515429 -1.8579718300281023 +2.7261510349624976 -3.9384303109154097 1.2122792759528545 +-1.0518398158832225 4.380574052896451 -3.328734237013257 +3.579820001196182 -0.9615739989553165 -2.6182460022408742 +1.6999462558176275 3.6872882409940533 -5.3872344968116685 +-1.1035197172901503 0.42458728278540336 0.6789324345047438 +4.438146614902224 -0.13815710762666367 -4.299989507275549 +0.9152208006155533 1.9335726399013153 -2.8487934405169106 +7.493311648673752 -2.504579705677258 -4.988731942996548 +0.17544154351638697 2.4256597614361466 -2.601101304952514 +-3.611299670485245 4.288486943791922 -0.6771872733067433 +8.995099392377359 -2.204025941496363 -6.791073450880973 +5.265830627560831 -3.315229758948012 -1.9506008686128418 +-0.48054188230012385 3.1724506096664578 -2.6919087273663287 +5.001470844806489 -2.619606256490501 -2.3818645883159517 +-0.8834323978007709 -0.7440455732450283 1.6274779710457488 +0.5056849417867532 -4.974038534779917 4.468353592993084 +0.25286097412715436 -3.3772713678162063 3.1244103936890246 +-1.4792269780353173 4.205732954733991 -2.7265059766987285 +5.125571701066787 -1.6338431134316989 -3.4917285876350777 +4.885635935438928 -0.9776105013759178 -3.9080254340629494 +2.0097910201971745 -4.116342734664074 2.1065517144668426 +5.853966275393961 -1.5040753973928966 -4.349890878001034 +3.450234602387749 -2.4431031596252213 -1.0071314427625457 +5.701989512310953 -2.13131444626843 -3.570675066042539 +5.259912794859406 -5.028818343160922 -0.23109445169845966 +-1.0117417537535083 -0.4854950966380215 1.497236850391486 +5.431978623876083 -2.191452077325891 -3.2405265465501705 +2.976384242750171 -1.168974341024243 -1.8074099017259355 +3.8730601283339117 -4.451236548536305 0.5781764202023747 +-1.0729739827586444 -0.5520957016225275 1.6250696843810932 +3.536876526477542 -0.3277475458718807 -3.2091289806056373 +-1.143764752130438 4.453015415840063 -3.3092506637096752 +-1.6267741296137115 3.0004186205016468 -1.3736444908879621 +-0.29011849113052934 -3.2051036817711234 3.495222172901615 +2.8545354476021156 1.65456194498968 -4.509097392591787 +-1.3744595547855156 5.763108617774483 -4.3886490629890265 +-1.5633733405377233 2.2428574826788634 -0.6794841421411646 +-0.5719874977204357 1.2750600265762388 -0.7030725288557798 +-2.531248193301863 -2.581319973420291 5.112568166722107 +2.7984072780747016 -2.562818312635603 -0.23558896543914187 +1.2653188948169685 -1.84794345086101 0.582624556043997 +5.6449978905475255 -0.6526377296431827 -4.992360160904254 +0.39770984614695537 2.283058704876694 -2.6807685510236805 +4.159457087420771 0.5411626550312025 -4.700619742451928 +0.5909493316952369 0.23669151224403784 -0.8276408439393104 +4.647088818445691 -1.4758077448569444 -3.1712810735887347 +-0.7116158012014037 -2.0956689498332137 2.807284751034565 +1.259213029930087 -1.6825899875697337 0.4233769576395652 +1.9075741579846202 -0.7103908138083576 -1.1971833441762907 +4.423205063474919 -2.4927173782290835 -1.9304876852458435 +-1.0493208560938903 2.8852225735641173 -1.8359017174702243 +-0.34908596288389326 1.7304678696777716 -1.3813819067938995 +0.5639792793537479 2.825393552531628 -3.389372831885364 +5.224928708327874 -2.6689889972227716 -2.555939711105039 +5.810535843807737 -1.301752501340247 -4.508783342467454 +6.101413545092782 -0.779803487795184 -5.321610057297568 +-0.38514929228703776 -5.132440194563047 5.517589486850054 +-1.1790937798965944 -3.427349324905328 4.606443104801859 +-0.11809339230813343 -4.104408822095968 4.222502214404045 +1.5861655702699666 0.17378853544538542 -1.7599541057153933 +-0.7440199365759653 -2.857097559124286 3.601117495700244 +-0.18079076967689212 -0.6993647396785414 0.8801555093554092 +-0.9080073764419284 2.1059084843053975 -1.1979011078634918 +-0.01872233845192872 -2.563274619742116 2.5819969581939812 +3.524182453725683 -0.5477507743606782 -2.9764316793650147 +3.565560858169045 -2.732663563054228 -0.8328972951147806 +3.6094657351654447 -2.1978165813833455 -1.4116491537821096 +-0.9185841424360289 -4.615772182231215 5.534356324667188 +3.4352281047325453 -0.5943792147483327 -2.8408488899841995 +6.693479738043849 -5.484678386554215 -1.208801351489651 +0.5232858891225475 -2.0574098872955986 1.534123998172988 +3.0079697816891815 -0.2556007185850986 -2.7523690631041164 +5.2682253402443795 -4.037759016962871 -1.2304663232815494 +5.864319275380967 2.2686871623977383 -8.133006437778663 +6.8453866975550515 -3.382766779155501 -3.4626199183994952 +4.972038303100635 -2.965441457911342 -2.00659684518926 +0.996064879412548 3.7718028788065223 -4.767867758219146 +4.909866757254401 -2.096118220106525 -2.813748537147802 +-2.8969173124082714 3.520479823333298 -0.6235625109250502 +3.2268388584625334 -2.4181819899546904 -0.8086568685078666 +5.156506229060971 -2.061022962962352 -3.095483266098593 +3.3282361159976657 -2.528330129617412 -0.7999059863803366 +3.636174080955678 1.3937796658026693 -5.029953746758311 +0.20932072644062327 -0.7184246442244783 0.5091039177838534 +9.409434265609844 -3.4480562537389754 -5.961378011870852 +-2.5182059404572397 1.9256157467924506 0.5925901936647412 +-0.5546004844775779 -1.4967915426934497 2.0513920271709623 +-0.24882474000279087 2.389732263606484 -2.1409075236037447 +5.778843175534774 -2.2666777466970114 -3.5121654288377515 +-0.17361668487756166 3.6599181528343387 -3.4863014679567677 +4.6892602413760915 -2.6796854838871784 -2.0095747574888527 +0.3065671311344288 -2.1744092567108964 1.867842125576409 +4.560618516812095 -2.368181781534961 -2.192436735277096 +-1.6844595094024069 -0.0398059200940617 1.724265429496437 +3.3206679929341334 -1.6562802296193455 -1.6643877633148214 +4.32387710558508 -2.884586795542386 -1.4392903100426317 +0.35481077419920504 2.347783760771442 -2.7025945349706655 +2.8239230764603254 -1.6574386681053634 -1.1664844083549712 +5.71132319012611 -3.8232325665787235 -1.8880906235473849 +0.6588726223180102 -3.5592441426307575 2.900371520312704 +0.20326328464703614 2.4939106710549397 -2.6971739557019676 +1.6152148096269188 -3.6841686016685062 2.06895379204156 +1.1676950173283573 -5.574951430165855 4.407256412837453 +3.1257716103822126 0.3696946311306837 -3.4954662415128794 +-4.070048398449835 3.356787040848254 0.7132613576014926 +4.774638327214245 -0.3154189540400687 -4.459219373174159 +-2.704594373063205 3.1992120780645252 -0.49461770500140023 +3.847026727365063 -4.951729005986772 1.104702278621711 +1.067237394527688 -4.4318639859964115 3.364626591468653 +4.489446726290275 -3.6027119391041884 -0.8867347871860869 +-0.8834323978007709 -0.7440455732450283 1.6274779710457488 +0.2189713396676457 1.8162701457691646 -2.0352414854368686 +3.7873671836222975 0.09134317037704709 -3.878710353999274 +5.370476543408915 -1.1965433480719119 -4.173933195336971 +-1.0622181235614918 -0.5893183913851733 1.6515365149466306 +3.498056152838742 -0.9127933244568979 -2.5852628283818984 +6.030810976794613 -2.430807329200319 -3.6000036475942254 +6.769217311796959 -2.1952745371840416 -4.573942774612878 +1.7753900732703518 0.5203658290492297 -2.2957559023195966 +-1.0949963621515888 -1.6466625212255939 2.741658883377127 +-1.3533618530083213 2.064483400351675 -0.7111215473434014 +6.518119728332367 1.2902766253848865 -7.808396353717233 +7.275510401753867 -3.2182304406712583 -4.057279961082571 +-3.0842104656126796 2.082937940034585 1.001272525578048 +3.890901836925694 -0.13926347390536886 -3.7516383630202546 +1.7078460762551626 -0.29493202219882697 -1.4129140540563687 +-1.610694061362226 1.0767223809259496 0.5339716804362322 +0.21504013430096247 -4.5371308370085455 4.322090702707518 +1.091999147004379 4.1854368826577275 -5.277436029662104 +3.4009398152157337 -1.162195841170324 -2.2387439740453745 +1.3414845837985228 -3.3589955968508467 2.017511013052281 +4.599645357670405 -3.1534722742471035 -1.4461730834232804 +-2.355444444395183 1.6725876057986828 0.6828568385964482 +4.661318851755256 -0.3780450744810523 -4.2832737772741645 +0.7976352305938706 -5.520483904283692 4.7228486736897715 +-0.7269115252223602 -2.410650932783083 3.1375624580054 +2.61029275306484 -4.4049018119242405 1.7946090588593273 +0.9129788755457117 -1.455138177497828 0.5421593019520692 +-0.18516147039359765 -0.24371130305083177 0.4288727734443611 +0.635931166743392 -2.806912123634799 2.1709809568913823 +0.5304649178291109 0.9477494747556618 -1.4782143925848628 +1.1595941248291308 -3.3659514542518707 2.2063573294227257 +-1.0328015440190992 -0.5609427250466665 1.5937442690657406 +-0.879100651100445 -1.2136650424325093 2.092765693532895 +7.281622446845548 -3.0060401244433903 -4.275582322402137 +-2.089618107728682 -0.5871463991820206 2.676764506910648 +4.125776485901351 -4.32957429330869 0.2037978074073752 +6.196088361131062 -1.2197836486399904 -4.976304712490993 +3.1709835326288487 -3.6071685428940987 0.4361850102652617 +4.630151599651551 -3.3525645228901246 -1.2775870767613873 +-1.9155061554831931 1.1404785020084747 0.7750276534747121 +2.3212698572221715 2.5283551594062352 -4.84962501662837 +-0.7071064281394751 1.8245693405494512 -1.1174629124099769 +6.043823949877199 -2.805391187616952 -3.23843276226022 +1.8502249553330337 3.6558836548875395 -5.506108610220499 +3.896457906786136 -1.6669961185053919 -2.229461788280722 +4.938594112189609 -4.35077684109166 -0.5878172710979417 +-0.0057560935797551505 -4.232859918504362 4.238616012084073 +0.6777441688728545 -6.009663657508142 5.331919488635226 +-0.6628537397628574 2.634337292785014 -1.9714835530221597 +0.3915636760420964 1.9206939708361337 -2.312257646878239 +-1.311682152193895 -0.4712527002553414 1.7829348524491813 +3.787000356045819 -4.989560652406336 1.2025602963605082 +6.29151175888412 -0.16586734325288277 -6.125644415631173 +-3.4900287652815853 0.16837091977927576 3.321657845502254 +-1.0017146697179236 3.39555466836017 -2.393839998642238 +0.5853441832722306 -3.314123089872783 2.728778906600539 +4.379415318577942 -1.331619114367658 -3.047796204210243 +2.2002254376794435 -2.832533808662433 0.6323083709829802 +4.277864669763202 2.952282849304027 -7.230147519067245 +6.10195471413612 -1.6202956772631167 -4.481659036872939 +4.929108151785401 -1.1645239093388366 -3.7645842424466105 +-0.6820280712604404 -1.4961143079286912 2.178142379189053 +4.383215874504755 -2.050781690404737 -2.332434184100064 +0.9735562277852375 3.7443070144990007 -4.717863242284307 +5.481544646198778 -3.0969240926383206 -2.384620553560464 +0.905957382160027 0.9217356793084157 -1.8276930614684677 +5.275083646211251 -0.22212552311757738 -5.052958123093664 +3.3387510745700113 4.566803817792795 -7.9055548923627565 +3.7762406472622874 -0.9500019320746854 -2.8262387151875554 +1.4290997860075196 2.2957346825685807 -3.7248344685761126 +3.4867135231801165 -0.054605560644194195 -3.4321079625358744 +-1.4559973072829213 3.048199404986017 -1.5922020977031401 +5.72555023097284 -3.09690023592839 -2.6286499950444164 +4.699565684685442 -1.7487211442855681 -2.9508445403998276 +0.8322282122810424 3.0778975860918423 -3.9101257983728788 +6.827630424142709 -2.3623518457372104 -4.465278578405436 +-2.008091577556526 3.0119770711038014 -1.0038854935473078 +3.303729128437755 -0.8031499004075078 -2.5005792280302988 +2.789215457563291 -2.513542528860033 -0.27567292870325444 +-0.40012038893532254 -3.276595741139301 3.6767161300745776 +0.004686854839873966 -4.288515868583509 4.2838290137435955 +1.431092241872511 0.5008777966855478 -1.9319700385580365 +3.996163722668444 -2.7669736961274056 -1.2291900265410725 +3.900827191889816 -0.7828010228446455 -3.1180261690451108 +5.072500895489879 -0.6930483792882491 -4.379452516201602 +0.3897733702047277 1.3954343532373534 -1.785207723442059 +1.1088852199866905 4.45537346530654 -5.564258685293189 +1.9417038572010474 -2.588766473407287 0.6470626162062407 +2.3277220913669834 -1.2458241181288916 -1.0818979732380518 +3.961110245864904 -1.8050003347774877 -2.156109911087426 +-0.1535905828172327 0.9304401842026087 -0.7768496013854254 +0.7611450671418967 1.7698250209675432 -2.530970088109385 +3.5011469206430568 3.5158056691985675 -7.016952589841599 +2.169975337692873 -1.5011762928720305 -0.668799044820876 +2.076553748644897 -3.1948296587414458 1.1182759100964763 +4.307073928176589 -3.9634715260379694 -0.34360240213856685 +5.629628347100285 -0.9293128591261488 -4.700315487974128 +-0.951911733320245 1.2561066320248817 -0.3041948987046996 +4.867400067831056 -4.2428637836043235 -0.6245362842267088 +-2.5277682311149503 -3.168604092453668 5.696372323568564 +0.9634137182035534 -3.91760070411683 2.9541869859132133 +5.611369154194807 -2.2293210311711835 -3.3820481230235977 +0.9041547306548244 -4.28540947274729 3.3812547420923886 +-0.302813268601673 2.610751119608955 -2.307937851007315 +4.5297863920361285 0.8657899709318966 -5.395576362968026 +7.907393650685506 -4.1443780225382305 -3.7630156281472456 +7.298344809277191 -4.744118626933419 -2.5542261823437262 +4.389368665621707 -5.579444528832834 1.1900758632111135 +-0.4385302611739613 3.320489421186123 -2.8819591600121806 +-1.1960876838996497 2.497604075948644 -1.3015163920490362 +3.532220686155933 0.8980973645850625 -4.430318050740979 +7.269086152029241 -2.7368631004798103 -4.532223051549417 +-1.8112152410837608 1.65976912872878 0.15144611235494576 +4.216048708232465 -0.525955881681131 -3.690092826551324 +2.668772156607721 -1.9716780215648488 -0.6970941350429063 +0.162179221987108 -2.694996028763543 2.5328168067764008 +4.557863596509915 -5.136920018879091 0.5790564223692279 +3.3285085629580844 -1.3370856196262348 -1.9914229433318686 +5.639743728625512 -0.8605609569936912 -4.77918277163182 +0.8167410314152861 -3.6312184839062205 2.8144774524908875 +3.73477173744419 -0.923634533655679 -2.811137203788537 +3.4623075567103223 -2.741407513197387 -0.7209000435129269 +-0.10317737496906532 -2.9663510575119156 3.0695284324809355 +5.110568128866145 -1.939426392708173 -3.1711417361579466 +4.327776302493271 -2.885703711707416 -1.4420725907858338 +3.7669298490239713 -1.7261982042994588 -2.0407316447244965 +0.5591726751255832 0.040866071732076126 -0.6000387468576729 +7.301913508240952 -1.5957912556358178 -5.706122252605082 +0.5574055137360272 -1.4610556433677513 0.9036501296316555 +7.158802768546444 -4.640788373214274 -2.5180143953321332 +0.9911003593677111 -4.515779611698255 3.524679252330505 +-0.04072688110076028 3.299039007102692 -3.2583121260019476 +4.317507938119458 -4.261098122092367 -0.05640981602708628 +-0.029643498298074777 4.499911254831979 -4.470267756533891 +-0.2950432517722853 -3.966858955944762 4.261902207717007 +5.467041360526311 -5.057713814228347 -0.40932754629792245 +7.2918323933079545 -2.6254099714311496 -4.666422421876803 +5.2662018347932795 -4.907875073806916 -0.35832676098633764 +2.8077486478493 -0.20203380927650505 -2.605714838572837 +5.506606643289902 -3.7722591299531425 -1.734347513336778 +2.6561202942804822 0.39792405288089294 -3.0540443471613132 +1.7286362516326559 -3.829490929496372 2.1008546778636528 +-0.338188906415117 3.063342247365894 -2.725153340950767 +5.237781674049073 -5.082320674324103 -0.15546099972492483 +0.9541063397507562 -0.5329140760666667 -0.4211922636841141 +3.9688000399574714 0.8753549443140338 -4.8441549842715075 +-1.1100791480935541 -1.4255556572896717 2.535634805383218 +-0.9265078455824317 -2.1723082119809893 3.098816057563356 +-0.9908258038197321 -1.582516790465379 2.5733425942850436 +6.411345200545675 -0.7070730261230832 -5.7042721744225515 +2.13198104863441 0.4722220147213809 -2.604203063355783 +3.3972815172979707 -3.7438113650229026 0.34652984772498463 +3.8244936245182846 -2.2922294447184726 -1.5322641797997767 +3.990228360130306 -1.2038543698318798 -2.786373990298447 +-1.5442396366056377 -1.3995577098194427 2.9437973464250344 +-0.44770630551132495 -0.7954727557878623 1.2431790612991664 +0.39415088206957116 3.903681781150665 -4.297832663220228 +1.1474469759253243 2.912578382538966 -4.060025358464297 +-1.9818144508774815 2.860064693500551 -0.8782502426231182 +5.927632512124724 -0.08805172145281803 -5.839580790671952 +-1.5097802586113063 1.250940653569209 0.2588396050421278 +5.213807509656377 -2.436151183666844 -2.7776563259895464 +6.223682144496332 -0.9448489630310788 -5.27883318146521 +5.127520641154343 -2.031746948723848 -3.0957736924304733 +6.737243592844667 -4.638762199688987 -2.09848139315568 +-0.22112965775728777 4.314438770211682 -4.093309112454392 +2.578741431031005 -1.7074723908640865 -0.8712690401668823 +4.946274117635767 -2.0347217947302596 -2.9115523229054516 +1.17741552873171 -3.76939145565211 2.591975926920349 +4.5611855160327 -0.6640489808502736 -3.8971365351824083 +6.493095276988606 -3.167105068661142 -3.3259902083274238 +2.8069186690298107 -3.4321332070395667 0.6252145380097298 +-1.3905144756329908 2.8856977482497697 -1.4951832726168293 +7.458733943545312 -3.3763747673748523 -4.082359176170428 +4.159822658886842 -0.8615590431995306 -3.298263615687305 +-0.880483744095275 2.1286459565526736 -1.2481622124574552 +-0.8834323978007709 -0.7440455732450283 1.6274779710457488 +-1.3432708247286609 -3.3351450771313984 4.678415901860005 +2.12153418827477 -4.584434222681426 2.462900034406619 +5.78124847215574 -1.8462451039819836 -3.93500336817371 +0.4684722836520726 2.435455081436709 -2.9039273650888333 +5.524506420169088 -3.2723976686493605 -2.252108751519677 +0.12861263502370934 -2.485217843105778 2.3566052080820272 +0.06116081429955811 0.6766273652038091 -0.7377881795034142 +0.14813819788377414 -1.6049038329229113 1.456765635039091 +1.3450935255171421 4.161934982050683 -5.5070285075677905 +-2.096723591710871 1.705541944777483 0.3911816469333324 +1.371625319076498 3.5922278881438294 -4.96385320722036 +0.6689510531385074 0.9862071088398556 -1.6551581619784008 +3.405497483517709 1.9831023889326316 -5.388599872450317 +4.740495535956508 -1.1252950928144765 -3.6152004431419984 +0.9451930377542278 -0.8784736615439547 -0.06671937621032059 +2.5145253330707864 0.4205445486912307 -2.935069881762047 +-1.2981342820096033 2.6604373374029167 -1.36230305539337 +-0.7137392621193476 -3.0289603689536664 3.7426996310729828 +0.40942208535915714 1.2398098265867588 -1.6492319119459298 +6.766526521524371 -4.128945234410863 -2.637581287113477 +6.5491257483700025 -5.433194848988148 -1.1159308993818202 +-2.8731974002686202 1.8706616538607967 1.0025357464077664 +3.139630079010754 -0.8950076220617702 -2.24462245694896 +6.0716208671115615 -0.9998706209920264 -5.0717502461195245 +5.082776710084563 -5.309649050158692 0.22687234007413254 +0.343153238984542 -4.625797826211446 4.282644587226859 +-0.18958998978730446 -1.549603801412664 1.739193791199914 +4.416964578601559 0.8960614530545992 -5.313026031656131 +5.156122304402051 -3.379173063994682 -1.7769492404073741 +-0.446662638515524 -0.737219766471425 1.1838824049869117 +4.414450149093602 -0.6541370221558865 -3.760313126937673 +0.22949285908398243 3.781324958212766 -4.0108178172968065 +0.8871045652602343 -2.91105806029507 2.023953495034794 +-1.273352270570384 -4.409024528459662 5.682376799029987 +-1.8403905544873909 3.698362384515429 -1.8579718300281023 +0.5898226450495271 -4.164297288397526 3.5744746433479757 +5.3647107474414035 -1.158001599439306 -4.20670914800208 +0.9084769143785074 -3.8876648156270623 2.9791879012485127 +2.048657309581912 -3.6250140810046534 1.576356771422721 +4.027711480770183 -2.1882910625785423 -1.8394204181916187 +3.0030507346756807 0.5775586196754712 -3.580609354351152 +2.0148105438590833 -0.7416787246981926 -1.2731318191608851 +1.5123663989613618 -4.956549815109479 3.444183416148081 +1.153233037271215 -3.30534214315867 2.1521091058874022 +-3.742855839470021 3.532100152820694 0.21075568664925726 +0.45407763403690937 -3.844029324646555 3.3899516906096188 +2.294416703162196 -0.15421571709859805 -2.140200986063541 +-0.7095644626329282 -3.2336237380162043 3.9431882006490824 +2.2349672873221844 -1.1179970800875625 -1.116970207234601 +-2.5982755084852274 -1.39770830844583 3.9959838169310027 +4.501679802640969 -1.6472789327965658 -2.854400869844384 +-2.341273751252763 5.054370272094662 -2.713096520841953 +1.141045537551948 3.2804076073143578 -4.421453144866309 +2.4445154112767793 3.4367177940351605 -5.8812332053119265 +0.3836165119627738 4.831463852688657 -5.2150803646514365 +0.9807048991651601 -3.787819837558336 2.807114938393172 +8.34667803512104 -2.086899402709325 -6.259778632411698 +-1.4262103913952147 -0.0354851111747061 1.4616955025698917 +4.854694894922045 -1.2464686090980535 -3.6082262858240135 +-2.0151149297558053 0.8247293494390271 1.1903855803167422 +-1.405973330480125 0.30431233948691605 1.1016609909931623 +-2.4595432384708213 1.9593674664516674 0.5001757720190998 +5.859666842309764 -4.04341213611591 -1.8162547061938543 +1.254739801665534 3.387659488809961 -4.642399290475505 +5.758937064479975 -1.8819398096593654 -3.8769972548205978 +0.8713499780366364 2.8849943010081973 -3.75634427904488 +-1.3719087283175218 -0.10283173327737982 1.474740461594898 +0.21967672057881293 -2.534851167978564 2.3151744473997296 +5.770621140415692 -1.6614777889045131 -4.1091433515111015 +0.1988242274483082 -2.491456743865179 2.2926325164168073 +4.397812129052871 -2.327423734095007 -2.070388394957871 +2.2801052191741915 -0.36522275689279227 -1.9148824622813976 +-1.3289433779575166 1.7131308213019274 -0.38418744334447497 +0.5065987547787991 3.4688632667817028 -3.975462021560525 +0.24386932764687896 -3.517756904493447 3.2738875768465303 +-1.0292321109672753 0.07708515122941684 0.9521469597378478 +2.274431430433756 -0.9262203502815044 -1.3482110801521945 +7.307794220327805 -3.704057412995017 -3.6037368073327825 +2.4641851287957004 -0.6235571887729832 -1.8406279400227552 +6.0148197734625635 -2.4763067566052936 -3.538513016857273 +-1.9309878686350976 -1.0609253477775085 2.9919132164125273 +0.4476616049936267 1.7609092668173192 -2.208570871810906 +1.8551701733832102 -0.9876954421041061 -0.8674747312791005 +0.11922922147806003 2.210176955147898 -2.329406176626015 +3.4950790966354814 -2.315000624157286 -1.1800784724782092 +3.2030890059181236 -0.10280081711232425 -3.100288188805826 +-1.1132880676116783 -0.871054513959392 1.9843425815710127 +-3.1044898867520656 3.661904438808518 -0.5574145520564883 +4.6594981094111185 -2.2987533340787905 -2.3607447753322965 +-0.9755182224006039 -3.166648633627685 4.142166856028282 +-1.4914720757650253 1.5344452313546388 -0.04297315558966136 +-1.4637512786936857 3.543799394013725 -2.080048115320033 +-2.942710797797689 4.412594468220725 -1.4698836704230824 +-0.3707614357168597 -3.6411392513748253 4.011900687091646 +2.1244342968516436 -4.140051384538223 2.0156170876865795 +4.164922507070432 -1.2406541067234214 -2.924268400346995 +5.091845918589703 -2.160661693141618 -2.931184225448091 +-0.27430010259701343 1.501626193156154 -1.2273260905591719 +-0.5305506290033289 -2.235686450246944 2.7662370792502338 +0.9735562277852375 3.7443070144990007 -4.717863242284307 +3.3195711849309117 -3.1796945036138657 -0.13987668131703668 +3.991041736846044 -1.780068958748481 -2.2109727780975463 +6.4295609114647965 -3.9281612243489663 -2.5013996871158235 +3.507068294200381 -2.110235414156575 -1.3968328800437848 +-0.1989805110619539 3.314813992374606 -3.115833481312709 +-0.430651766611733 -2.521800050565391 2.95245181717706 +2.539539023303689 -3.5054269685423933 0.9658879452387354 +-0.1580083555890216 -2.6563642686028217 2.814372624191838 +5.072988097757425 -1.4794828542683243 -3.5935052434890125 +-1.6891856944354977 -3.439730125369111 5.1289158198045675 +0.11093697041711503 -1.8936885174274556 1.782751547010269 +6.115617036151278 -1.6001910775827834 -4.515425958568469 +4.732811015049232 4.531669431440177 -9.264480446489394 +-1.4796915038873344 2.6514814565041593 -1.171789952616855 +5.487237662854826 -0.9586244867573801 -4.528613176097412 +1.4060188527959339 2.152274196377404 -3.558293049173333 +4.095875213016395 -1.1063131408234894 -2.9895620721929337 +8.035585655675375 -1.3105303824249217 -6.725055273250415 +4.6175906345700035 -1.9419586643158468 -2.6756319702541855 +4.270208907061681 -3.2715566246501844 -0.9986522824114428 +6.838526970671362 -1.8592199349054466 -4.9793070357658955 +-0.1989805110619539 3.314813992374606 -3.115833481312709 +0.777988866178277 4.490598384651779 -5.26858725083004 +-2.779284764138927 1.6905073300281748 1.0887774341107166 +6.311710670129351 -3.4454506266049454 -2.8662600435243717 +3.745886170517204 4.196013694911601 -7.941899865428772 +6.937209123176503 -2.472940653341256 -4.464268469835182 +3.131813742847417 -0.19094717091328572 -2.940866571934147 +6.231586457297762 -2.940929553207811 -3.2906569040899285 +-1.5215524363287654 -3.55507369161278 5.0766261279414895 +3.2339184802105834 -2.361925316498503 -0.8719931637120899 +0.5431220425806965 -0.667937846311098 0.12481580373039602 +-0.3940168729350383 -0.49273684114007277 0.8867537140750714 +-2.4528997951844116 2.4659095876947954 -0.013009792510430829 +4.4058156634618655 -2.3151668460656882 -2.0906488173961835 +-0.30659304341547744 3.8597642527458604 -3.553171209330392 +0.5673858029422787 0.09582493711994222 -0.6632107400622591 +1.6787181287114432 2.848155639682472 -4.5268737683938935 +0.8132253438063223 1.924973419362746 -2.738198763169093 +-0.7118260314102537 -2.8107855137390483 3.522611545149278 +-1.8880288770938054 -1.1768331101858909 3.064861987279647 +0.37441275569127586 1.9890462126481703 -2.363458968339435 +2.3004763855295574 -6.470534251532129 4.1700578660025105 +1.4528443938250224 -4.789304181438759 3.3364597876136552 +7.383082615912403 -2.0994549210482063 -5.283627694864147 +-0.9028194622892239 -1.281781825149951 2.184601287439124 +4.7774050594685695 -2.129949992978899 -2.6474550664896044 +6.068814681014114 -1.3634445995350395 -4.705370081479004 +-0.8442327806324305 3.140179529087576 -2.2959467484551066 +-1.4725990208371669 0.01631770732389004 1.4562813135132209 +6.587382673951341 -4.1334718021605195 -2.453910871790819 +-0.756819962133307 -2.797128668729144 3.553948630862397 +-0.16420876428706632 5.2321134825474545 -5.067904718260387 +1.2007973813587778 3.1587571834861987 -4.359554564844989 +-1.5124969637456358 3.3393591687690694 -1.8268622050234553 +4.96183190408927 1.3086238581762615 -6.270455762265495 +-1.0537238633345836 -2.0392235799571843 3.092947443291742 +-0.3449529070915093 3.7515122141883714 -3.406559307096833 +-0.6655420313844546 -3.1730874372877294 3.8386294686721545 +-1.1121713932564257 2.4753821619739083 -1.3632107687174755 +1.322693912570954 0.9700177520083284 -2.2927116645793264 +4.788798414326406 -2.01407551688422 -2.7747228974421887 +2.1770571931212572 -0.39776654322517857 -1.7792906498960637 +6.759963918005747 -3.805137192055421 -2.954826725950327 +-0.20931882970647575 -2.5529416095680064 2.762260439274426 +-1.8589990929732378 0.8175577447879112 1.041441348185263 +-1.8258460171277178 3.2894607094258466 -1.4636146922981779 +6.48559567822671 -5.2287926282436334 -1.256803049983075 +4.731705159320143 -1.5917196254813017 -3.1399855338388196 +4.0380274587960825 -2.8674209977781455 -1.1706064610180047 +2.612797159229741 -5.2325664031391526 2.6197692439093663 +0.5102638790678644 0.5787165327595836 -1.0889804118275257 +2.091218637208388 -3.936706600017933 1.8454879628095229 +-2.3233722207845937 1.9536990759042205 0.369673144880325 +4.450589974547295 -3.125292161367789 -1.325297813179499 +0.5825591817123446 2.796830312359472 -3.379389494071847 +0.22350630681952754 0.003488256162448522 -0.2269945629820178 +3.2958367888625513 -0.6287314053511319 -2.6671053835113727 +1.6682012757806506 -4.6359281525844365 2.9677268768037504 +5.861348714331841 -1.1610899273806834 -4.700258786951174 +1.4153779075793378 -4.65060785412987 3.2352299465504943 +0.7087694980706123 2.8976527371416148 -3.6064222352122437 +-1.2515839575162344 1.5456074762505927 -0.29402351873443067 +2.7851183372883312 2.054389567158117 -4.8395079044465 +4.079212126727262 -0.044967142766834556 -4.03424498396039 +5.913366576256328 -2.126410684904946 -3.7869558913513295 +0.6116283235382689 3.626963313156153 -4.238591636694358 +5.558890901426317 -2.748572686542035 -2.8103182148842674 +3.8614047461043177 -2.4171988564724187 -1.444205889631857 +0.29953097709719023 -2.453356748261461 2.153825771164218 +6.216462438761084 -2.6038773423068284 -3.612585096454203 +4.327776302493271 -2.885703711707416 -1.4420725907858338 +-0.21260990317977446 -2.9293371352353157 3.1419470384150765 +3.863356042184028 -2.083688089083369 -1.7796679531006143 +2.3447773300425037 1.3830911079013157 -3.727868437943795 +0.5179085039987028 -2.615802981869545 2.097894477870781 +5.851166870480229 -2.901633581077399 -2.9495332894028206 +-0.40012038893532254 -3.276595741139301 3.6767161300745776 +-1.5174687294231242 1.0476388213809424 0.4698299080421211 +3.1530134447020366 -5.286530434328984 2.1335169896268953 +0.5014802260726325 2.839020152149374 -3.3405003782219964 +3.3346090059519935 -2.3771249233209932 -0.9574840826310309 +5.2898446698746 -3.3951993547956363 -1.8946453150789582 +0.17483632900339963 -1.2081386224570438 1.0333022934536482 +6.704634961742546 0.052896157002652044 -6.7575311187452165 +2.7138671752891836 -2.87091506939207 0.1570478941028396 +4.428120760261089 -4.5407119263073055 0.11259116604618741 +-3.3898076719068646 1.673589528833094 1.716218143073726 +1.0745833033518226 4.298468574487645 -5.37305187783946 +-1.2973789044296744 -2.304097318336826 3.601476222766432 +4.9843968308075715 -1.1812998974192377 -3.803096933388386 +-2.064241077312017 -2.166260928847075 4.230502006159048 +0.9568006427618393 1.9713649205468045 -2.9281655633086743 +1.3279634208122704 2.3891676681876226 -3.717131088999875 +1.7304774450393337 2.209551247827424 -3.940028692866745 +4.612259753581792 -1.3715311700706196 -3.240728583511175 +-2.1611300439440644 -0.17546578203452778 2.3365958259785407 +4.470535119764654 -3.7438067617103052 -0.7267283580543449 +0.4407804053694019 1.7982909045367221 -2.239071309906148 +-0.2655996605895693 -6.273632511017242 6.539232171606742 +0.7721038346845259 -1.7805576247929786 1.0084537901083894 +2.9696360577338963 -0.812557186292149 -2.1570788714417874 +3.362062983186284 2.154992006090712 -5.5170549892770175 +3.5869965784407345 -0.8467112135029127 -2.7402853649377894 +-0.8850915018560138 2.0535699791727366 -1.1684784773167918 +2.1070748526035588 3.220392053595948 -5.3274669061994775 +6.133531707925936 0.11349146862719328 -6.24702317655309 +3.1042293342637186 -0.14223024276434337 -2.961999091499349 +3.8928851572649115 -1.804532528177932 -2.0883526290870185 +2.661686074401181 -2.9552570297839136 0.2935709553827813 +-1.2199980540930055 2.389862037535493 -1.169863983442479 +1.6322470369772906 -3.7231746322434645 2.0909275952661135 +3.9873442508842305 -0.7930972661199183 -3.194246984764281 +5.055069970384601 -0.6323023112682356 -4.422767659116323 +6.022190274776003 1.8525648268568413 -7.874755101632815 +3.5102152876948 -1.0931421876559109 -2.417073100038901 +3.887106716120374 -1.5322920007305436 -2.3548147153898276 +0.5574055137360272 -1.4610556433677513 0.9036501296316555 +7.563502753367095 1.0476294719084 -8.611132225275451 +6.34436907652956 -0.35812465996664233 -5.986244416562913 +-1.7057231488945899 -0.19795897156204623 1.9036821204565926 +6.673076691697052 -0.16940973280544203 -6.503666958891572 +-0.9338676925270698 -2.060380860677169 2.994248553204182 +0.9836917729019612 -5.94874386336992 4.9650520904679 +4.338957532048044 -4.4085710580705815 0.06961352602259835 +2.456720733349509 -3.3057585820509994 0.8490378487014891 +0.030463859356416156 0.7620723998298038 -0.7925362591862248 +0.9672486628528785 4.881038716318232 -5.848287379171078 +-0.7204209109009895 3.0952532017267242 -2.374832290825723 +0.7700720134186859 -2.404972300472873 1.6349002870541562 +1.924452600060455 -0.32193718365806057 -1.6025154164024251 +-1.5606346947239818 1.2293691382931806 0.3312655564307459 +-1.7156131624061293 -0.9946270110637881 2.7102401734698547 +3.7088599397825255 0.4724622494948476 -4.181322189277345 +3.149506435378308 0.028041140807716358 -3.1775475761860044 +1.1518600696842438 2.6409143866192335 -3.7927744563034453 +3.17818530371508 -1.8630439181096028 -1.3151413856054548 +-0.03665474858021256 3.6008842482712686 -3.5642294996911064 +-2.2282051522092683 -1.4957831428339046 3.7239882950431187 +1.4330489561949573 2.1856956694230285 -3.6187446256180182 +2.3901738901824636 -0.3956966050673264 -1.9944772851151162 +1.8093825223618638 0.6413046828429343 -2.450687205204832 +1.8775327675604507 3.6300298282936674 -5.507562595854084 +6.828549853804945 -2.039372960983626 -4.789176892821321 +5.658027674891933 -2.5834546330463954 -3.07457304184551 +-0.6170959387252922 -2.9317956393513653 3.548891578076643 +-0.018111034909456536 -1.7169028625216334 1.7350138974310176 +6.419787322142025 -0.8602308085759043 -5.559556513566103 +7.549436488830988 -4.01753417763836 -3.5319023111925825 +2.30253373125427 1.1685476117308595 -3.47108134298513 +3.1392156125715105 1.4267698737726637 -4.565985486344191 +2.6903845456410598 2.228454913898954 -4.91883945953996 +1.1445280058624192 2.756327006576987 -3.90085501243939 +0.3128892145233242 3.7246359714523263 -4.03752518597565 +7.056598615635224 -4.036607059284889 -3.0199915563503215 +-0.7700398839495769 4.012407876957196 -3.2423679930076865 +0.3766454951026007 3.8674302478731923 -4.244075742975857 +2.466919979747186 -0.8140785372444179 -1.6528414425027866 +3.974749986726116 0.37401008989389983 -4.348760076619959 +-2.7258597188726066 1.168345527292845 1.5575141915797222 +6.51838569489599 -2.463514306712651 -4.0548713881832805 +0.19002927269487746 3.8099603675420926 -3.999989640236909 +-1.737269025514141 3.212837872929479 -1.4755688474153836 +5.685404178648557 -1.8401185364253791 -3.8452856422231383 +-1.6048683470700786 -3.660403375796475 5.265271722866508 +3.788899545569195 -1.423532350962097 -2.365367194607125 +0.9568249953018982 -1.587769534321263 0.6309445390193273 +-1.4614834725735313 3.313386097385193 -1.8519026248117085 +0.5964111089228004 -5.908818886998237 5.312407778075383 +1.299582594199835 -2.350061099968977 1.0504785057691814 +0.25624809538022164 -5.094659397455314 4.838411302075037 +5.312722606412247 -2.4635405390834855 -2.84918206732873 +-0.9925790863825991 0.4163223738419355 0.5762567125406219 +4.811321214617714 -0.952550647141129 -3.858770567476557 +5.381252829880363 -1.0000679202210563 -4.381184909659302 +2.2627098349455137 2.6278338878552687 -4.8905437228007465 +4.019770958539052 -1.0324694419340381 -2.9873015166049814 +5.392983183410374 -2.1910032205151895 -3.2019799628951207 +3.5615997385530567 -1.0565409433528865 -2.5050587952001093 +4.527368983313528 1.4339576049822016 -5.961326588295701 +5.348783050773295 -0.12690119252902643 -5.221881858244287 +2.021500760450745 0.5114803848111695 -2.53298114526186 +1.6525671365575842 -2.730321770443671 1.0777546338860322 +-1.5611716172727301 2.30128437496032 -0.740112757687643 +0.1147775386272567 -2.214006611431367 2.099229072804072 +3.302203773068632 3.697442667265799 -6.999646440334401 +0.650209723968078 1.6589551058233414 -2.3091648297914684 +-1.0374379989539504 1.4878420635991518 -0.45040406464518834 +-0.4793424072501905 -4.841842818170273 5.3211852254204 +-2.066993056360381 4.4927880871025785 -2.425795030742247 +7.037353542883142 -2.479948867986789 -4.557404674896313 +-0.39924080225186775 1.4546012975006146 -1.0553604952487985 +-1.0819186431781294 -2.6899657462246016 3.7718843894026914 +7.580926887754806 -5.170039971453191 -2.4108869163016076 +2.501253475527296 1.5055681768434521 -4.006821652370715 +4.572109051050506 -0.27604960620242647 -4.29605944484801 +4.261363313190753 1.8164676675862474 -6.077830980776959 +5.563066336305575 -1.331250034225165 -4.231816302080373 +3.8869676383321985 0.04486878906091318 -3.9318364273930646 +-2.9539411111377785 3.613881499068634 -0.659940387930918 +-0.7728494631352089 0.8813561587444698 -0.10850669560931664 +-1.5488695874680305 0.009749744767163282 1.5391198427008235 +-0.1408525317935615 -1.4785872358329963 1.619439767626491 +3.3599544413301587 1.2720489483354682 -4.632003389665598 +-1.8728480377884864 -0.5671675583816462 2.440015596170089 +4.796796474951464 -1.8023156430070075 -2.9944808319444087 +2.2004781567357607 -2.3590998151481006 0.15862165841234266 +1.0777905981798286 0.7827712838150287 -1.860561881994851 +-2.3919034274443636 2.0314688685296822 0.36043455891464116 +-0.6944872315836915 2.3378200880440314 -1.6433328564603202 +-0.36379855186826415 -2.0170056833073495 2.3808042351755554 +-1.5944132333108167 -3.382116808323153 4.976530041633923 +5.844464232726443 -3.3615454892575882 -2.482918743468902 +2.669414296337025 -1.5718231238924645 -1.0975911724445964 +3.78393918886351 -4.573876459899831 0.7899372710362927 +-1.1948734393120164 -3.5848171425881175 4.7796905819000965 +5.712177813507897 -0.7315558092720816 -4.9806220042358 +4.619179223268253 -2.6059673957945244 -2.013211827473703 +-1.8141140323667075 -2.2761212413767535 4.090235273743401 +1.2124534310665034 -3.037466319601152 1.8250128885345704 +3.8588296424922346 -0.23140101072152341 -3.627428631770714 +1.8775327675604507 3.6300298282936674 -5.507562595854084 +-1.3921668804757927 2.312059166204875 -0.919892285729099 +0.18534126079109547 -2.83372825307718 2.6483869922860213 +-2.8077072272546317 2.748824677665032 0.05888254958958278 +7.165390744763536 -1.6435074153842089 -5.5218833293793 +-1.7426422567972688 2.2531233490407123 -0.5104810922434819 +6.583509327566974 -3.8003919812941596 -2.783117346272781 +1.6842156405676558 -4.764151715478102 3.079936074910383 +0.3290340423248791 -3.033902177720425 2.7048681353954827 +-0.8662179316038864 -2.179836480982043 3.0460544125858693 +4.443494502815543 2.0840872608700662 -6.527581763685572 +1.1088852199866905 4.45537346530654 -5.564258685293189 +-0.5532710097936843 -0.26282771363172386 0.8160987234253372 +0.9959560131881179 2.3655103431570628 -3.361466356345206 +0.28900299071218416 2.84075194910891 -3.1297549398210878 +-0.9811122667964792 -2.926720392468293 3.9078326592646917 +5.025722980638801 -3.2304731264791005 -1.7952498541596515 +6.648313814601188 0.16501783315179264 -6.81333164775297 +-0.27422143233915197 2.7398412890623445 -2.465619856723177 +-0.8484315524957956 3.9612885761616003 -3.112857023665862 +-0.3013609769030051 -2.756263669940055 3.0576246468430064 +-1.8011582822858867 3.656622472802709 -1.8554641905168134 +-1.5944132333108167 -3.382116808323153 4.976530041633923 +-2.477418990896959 3.6444298373616486 -1.1670108464647326 +6.1101990524067435 -2.0171703442528877 -4.093028708153797 +-0.24053643512812195 2.7822835772087253 -2.541747142080621 +2.4440051683979984 -1.0245495604252035 -1.4194556079728031 +4.565037937826884 -0.15010559434065107 -4.414932343486189 +0.2432503015831765 3.420468149973844 -3.6637184515570107 +2.9317454955494733 -2.5784766059830595 -0.35326888956635893 +0.06845467614210199 -3.334100916337455 3.265646240195304 +-0.09510093117661789 -4.005088029515005 4.1001889606916 +6.429660470370941 -3.2865116967464614 -3.1431487736244255 +7.519575369436536 -2.5807041684575944 -4.938871200978918 +7.910474090640209 -3.723801242076467 -4.186672848563737 +4.619660632996331 -3.624771165581804 -0.9948894674144815 +0.573549152639892 -2.149934078032088 1.5763849253921358 +-2.32882878345725 1.4091857064951583 0.9196430769620656 +-1.4531105754523126 4.013680332320485 -2.5605697568681505 +2.1950250731602368 3.243451978087067 -5.43847705124732 +-1.9224360793898243 -3.1474709437607418 5.069907023150519 +5.310871033196075 -0.5205344627755861 -4.790336570420497 +3.87033973416806 -3.5773735725909153 -0.29296616157708544 +0.5756356714767759 3.840681056120681 -4.416316727597488 +3.2470910170630662 1.7078970105379745 -4.954988027601036 +-0.8610583912156952 -1.9534086902833923 2.8144670814990382 +5.23276513627324 -2.111989953697594 -3.1207751825756676 +-1.798717987784804 -3.0869356046822007 4.885653592466967 +-0.6239645305548939 3.8083847946444878 -3.184420264089627 +3.623326881563466 -3.2551663153621067 -0.3681605662013978 +1.7829047090844345 0.5664480075959037 -2.349352716680323 +4.181583446333926 0.6916685987547764 -4.873252045088676 +5.406797230600023 0.4962452047579382 -5.903042435357878 +3.8188598548571138 -1.1556805820724394 -2.663179272784667 +4.057452621912399 -0.7141821280961212 -3.3432704938162883 +0.4604320851408302 1.9871250317335867 -2.4475571168744 +3.347794478147391 -1.2154663598123345 -2.1323281183349945 +3.722705672918733 0.48355127687156485 -4.206256949790262 +0.6300584507134246 -4.044473230627611 3.414414779914148 +-2.5645197091593634 3.372747253176543 -0.8082275440172402 +1.4747604932671274 -2.351517547082152 0.8767570538149716 +3.7797107607516636 -0.187280932975866 -3.592429827775831 +5.619546908935515 -1.5678077139091005 -4.051739195026365 +2.0092590840294275 -0.15480117113049263 -1.854457912898936 +3.836505585639571 1.1970497357562238 -5.033555321395807 +3.69917923775761 1.8345287339901417 -5.533707971747721 +3.9890024560139095 -1.5700190824827907 -2.4189833735310935 +0.14239502512553592 -4.528727597222725 4.386332572097166 +2.0227882001432342 3.178622949505631 -5.201411149648848 +4.434110097300466 -1.444979901255161 -2.9891301960453083 +-0.5937793381738109 3.6431811783936827 -3.0494018402198746 +1.4551479664755211 2.2852521402288746 -3.7404001067043744 +5.514388476836621 -1.472908253138843 -4.0414802236977705 +-2.4267073481136845 0.7063376086350077 1.7203697394786452 +3.7927992049418386 -0.48356764540217434 -3.309231559539665 +3.394085868429917 0.9399617506398483 -4.334047619069778 +-0.8552848398633327 -4.426620266682128 5.281905106545436 +3.3180235440489185 -0.6345425921277844 -2.6834809519211404 +-1.2598666788865311 -1.0427013384270394 2.3025680173134946 +0.16763078533009934 -1.9308919577187744 1.763261172388605 +6.2519039068607425 -4.896621677207206 -1.3552822296535227 +4.785651336809188 -1.120504565704354 -3.6651467711048067 +4.312445652736946 -2.562806070630166 -1.7496395821067616 +-0.3460843323148285 0.6718227228625919 -0.32573839054779086 +5.821353685621172 -0.38339339349707 -5.437960292124107 +0.9985789191952004 1.015135167920381 -2.013714087115599 +2.025179688868233 -1.2280805948519546 -0.7970990940163296 +2.299033730900474 -1.3770116476368073 -0.9220220832636117 +-0.03271285439781224 1.855221792429477 -1.8225089380316426 +2.6851977183933107 2.0657240244211414 -4.750921742814399 +6.091803378432835 -3.0212105431932517 -3.070592835239618 +-0.06082710505361966 2.873097918000688 -2.812270812947121 +-0.042873505780549714 -3.816278695731407 3.8591522015118924 +0.08715449681958365 4.628990192414802 -4.716144689234392 +1.3854375527087726 -0.07944547478076003 -1.3059920779280307 +4.536636122906289 -2.03853431297924 -2.498101809927064 +-0.16207435817844618 4.2841027614669045 -4.122028403288519 +-0.9253979830227484 -1.3542043990922679 2.279602382114982 +0.4399790027029513 -1.9295579010003503 1.4895788982973976 +-2.105258138343329 2.791351897078657 -0.6860937587353766 +2.271395455803351 2.5958918616335613 -4.867287317436875 +4.396250982323261 3.383420978983096 -7.779671961306343 +-0.38654798417004177 -0.1657507572822836 0.5522987414522843 +0.855462772395047 -1.9973212056411536 1.1418584332460326 +-1.623176978979207 0.7014892702803937 0.9216877086987816 +5.392455999460116 -2.133156389892577 -3.2592996095674858 +3.276429715207178 -2.443116426633797 -0.8333132885733534 +0.4628873615437724 3.7896640443578185 -4.2525514059016505 +-1.817532387848349 2.74870849523392 -0.9311761073856251 +3.7320968514119746 -1.3183879633214732 -2.4137088880905067 +-1.0000302899776763 -3.940837339250026 4.940867629227663 +1.3322380810246117 -0.3607226218531384 -0.9715154591714878 +-1.2728337821725124 -0.0042653454354852904 1.2770991276079422 +-1.80035002710318 -0.38000579617471963 2.180355823277832 +4.991377075149386 -2.266869828888897 -2.7245072462604814 +-1.4808307729633534 2.47134530851362 -0.9905145355502893 +4.47136014687598 -3.4965853496109505 -0.9747747972650105 +8.87336231868316 -4.066678659298935 -4.806683659384189 +4.274367961323414 -1.4798075076732873 -2.794560453650119 +0.3251262979152121 -3.992752138581758 3.667625840666486 +0.9835958014760577 -0.5425797099553104 -0.44101609152078636 +-1.9492779392667576 4.541403482280442 -2.5921255430137045 diff --git a/src/test/resources/regression/splice/one_class_model b/src/test/resources/regression/splice/one_class_model new file mode 100644 index 0000000..d4f4785 --- /dev/null +++ b/src/test/resources/regression/splice/one_class_model @@ -0,0 +1,66 @@ +solver_type ONECLASS_SVM +nr_class 2 +nr_feature 60 +bias -1 +rho 15000.187654292313 +w +103.33094788967527 +110.10413197765794 +108.76905211032474 +104.70717217705945 +104.70898916859676 +105.78856009759508 +117.86584346118349 +105.51638637532174 +114.3717031484008 +118.56854035208393 +116.92926664582554 +102.73061245060508 +97.015471692098146 +117.68773245156402 +108.74406903593005 +108.21218691175119 +120.92901261930243 +113.1904990731625 +115.84979028014652 +115.85844400967308 +109.56216666184046 +107.81451566152927 +103.82319569260022 +114.05886873072127 +104.3269378960475 +99.482113640097666 +115.65258432245581 +110.54475148869589 +122.6332897902256 +116.87710704441794 +111.86584346118352 +116.92885732033498 +119.9292797965977 +116.03069386315222 +101.2360628123318 +115.26435966393096 +124.63323017374384 +100.46030381747885 +121.34203808307144 +90.994051030804741 +108.41950798727036 +110.31781359264843 +108.71339202874452 +102.44551727345976 +99.590328378637366 +124.05666257785862 +116.86675667548397 +114.75207256421508 +106.15390270652463 +115.19488507734356 +110.90372040738185 +103.71109019339613 +112.29833190692244 +103.70464373589867 +123.34203808307142 +119.2807947497478 +110.88588275797456 +104.69842388421364 +115.11271182076416 +108.30909160134692 diff --git a/src/test/resources/regression/splice/predictions_L1R_L2LOSS_SVC_bias_-1 b/src/test/resources/regression/splice/predictions_L1R_L2LOSS_SVC_bias_-1 new file mode 100644 index 0000000..47340d1 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L1R_L2LOSS_SVC_bias_-1 @@ -0,0 +1,2175 @@ +-0.3715537269801472 +-1.7128109273933225 +0.8509348332326601 +-0.5338890281886361 +-0.7938244256637631 +1.5062241116747819 +-0.9689097091279836 +-0.5666800999301014 +-1.01856222769712 +0.4828310578581311 +1.3046429965641568 +-1.3106497757871485 +-0.4412853937832486 +-0.4836684532409206 +-1.0395525861627914 +-1.0271115550091847 +-0.5423014687132025 +-0.4947742327056196 +-0.6290121720750111 +-0.4870485013505109 +-0.9157740362695601 +-0.25678460921732715 +-0.22203149256764487 +1.3486923808717892 +0.06723592248384164 +-0.8737773659518181 +-0.5959495295749321 +0.8716544202993497 +-1.067614840090658 +-1.0949521996851557 +-0.5620093059675877 +0.7453706638868165 +-0.8403636883047888 +0.3878379291429392 +1.7341214291331322 +1.1984792282113328 +2.1018650873920155 +-0.8548630863050253 +-0.572521857981211 +-0.5725817743821446 +1.3155203170637255 +-0.5577316381443144 +-0.6533479810717201 +0.7276671287056086 +-0.3951689504918321 +0.8862027836925793 +1.7005513351517973 +0.3204197938871655 +0.3718415908252182 +0.1099344572791762 +1.0199827207498997 +-0.7295147684382773 +0.7613217124974777 +0.2402555328834276 +-0.35909659961059065 +0.6389654451300827 +0.6225044049040371 +-0.6870394308436131 +1.331928605215869 +-1.353919143413754 +1.1034573569731154 +0.7654618277620076 +-0.8015677265682507 +-0.511719640996843 +1.1638469586902849 +-0.13339057719537895 +0.886686280816696 +-1.0297589520166508 +2.1258366205974184 +-1.2785604608493677 +-0.041069137314428406 +-0.9648943016905254 +0.8498290208960906 +-0.010237691123147 +-0.3067589629816573 +0.21315228024027758 +0.41228082518774406 +-0.4962093867670574 +0.9985887059978752 +0.38049903070992414 +0.31991645111852757 +-0.3688953694093725 +-1.0618494618994796 +-0.5725817743821446 +-0.49587777619844425 +0.8239114161906602 +0.14191402287181287 +0.19067891701961817 +-1.2470784034349947 +0.7244270314753671 +-0.7966564501370257 +-0.07533217428274046 +0.9810477709409772 +-0.21745316601069503 +-1.0288770992137193 +-0.2750087248906935 +0.8042324657242904 +0.8947978369371425 +1.97070978652326 +0.46355525326897506 +0.8007036200490648 +-0.1476388993262891 +-0.0404628976139976 +-0.7187313210505936 +-0.9033589140504222 +-1.74383005477321 +1.162972061094968 +1.0930177452456091 +1.2161562454075936 +0.06482305339378197 +-1.3465840788134515 +-0.741975730623372 +0.5380451863825473 +-0.3965209261967252 +0.042063335117628664 +0.43632296944061255 +-0.22207471845494536 +-0.46677102806192655 +-1.3011079816708113 +-0.3402056257020049 +1.122308882210889 +0.9192476838716322 +-0.5728559818291605 +-1.1192961831090826 +-0.8737773659518181 +-0.8433863340468921 +-0.7015006457600286 +0.38123866399605183 +1.379994457100067 +-0.5134849297299459 +-0.32803010635447843 +1.7841351902339282 +1.2640907747814536 +0.60231635068679 +-0.8676532570919798 +1.876986261749195 +-1.517837528752742 +1.174493244134726 +-0.5915212088772928 +-0.3152314009904445 +2.3334433857428225 +-0.15105804507199697 +-0.18543780079880395 +-0.015437965130672318 +-0.6517197324523835 +0.959440651876268 +0.39770118565034346 +0.3790699791149123 +-0.8274485678241505 +-0.25201831656981244 +0.8351493146926654 +1.7103480135872087 +-1.137858723677029 +-0.6902069862407648 +0.24050767607819384 +0.5987097089429999 +1.724153394820681 +1.303737421972896 +0.7847023698851143 +-0.15773839440891962 +1.0317188442298024 +-0.24261818537404378 +-0.2779366736591844 +-0.3319194180403515 +1.4295874651110407 +-0.09105759414715311 +-0.0346339081311766 +1.6099580863863872 +0.5253901538752963 +-0.5192854720870007 +-1.3029193821645078 +-0.1431412136751341 +-0.13929727600227523 +0.3212463741002961 +-1.207748324526626 +-0.7139697308816335 +-0.1739752846897789 +-0.6038086842055889 +-0.7266982495351523 +0.6426382506242695 +0.6320514791938531 +-0.8946949806601692 +0.40795462651570247 +1.1625091325401267 +-0.5241278050396535 +-0.42370094486859794 +0.354014923972418 +-0.07220293200017648 +0.7648702823680524 +-0.009318398862028829 +0.7247927392834234 +0.31100748124636074 +-0.41726397832587325 +-0.14815188775486582 +1.11196189149441 +-0.129022898896907 +-0.6338299364505489 +-1.3364399856360958 +-0.1769986024840022 +-1.2620475087949985 +1.1178296605951208 +0.8205385618738078 +1.3564562432540177 +0.1465629100740494 +1.3960113091334603 +-0.016043755765915442 +0.4632184069023762 +-0.2302738916515601 +1.4578842199504702 +0.28920191782977533 +-0.3905093212048989 +1.5012669233956049 +-0.60345423956305 +-0.8737773659518181 +-0.27590826527933815 +-0.903097354691349 +0.029652610759741876 +0.5143096941556596 +-0.6641989608734489 +1.8372554936494816 +-0.28790754277074815 +-0.6990094102197612 +0.5503312250185078 +-0.6791824356341476 +-0.48065710070372847 +-0.20487087214025057 +-0.49996978245551504 +-0.3803602908100764 +0.24298521620096242 +1.0585276014274836 +0.5609656274052399 +-0.012143400627368031 +0.6584722434100163 +0.668152262788193 +0.0828841229362462 +0.8459329155308835 +0.7566116711919052 +1.160805714930576 +0.23660001343332016 +1.677176637961881 +0.11819643995170008 +-0.6788063274347695 +-0.05472395454367171 +0.2121341978302566 +-0.5317165956088232 +-0.3090979691561426 +0.42499512031408376 +-1.0038156743792643 +-0.5029530504727084 +0.6963795562522745 +-0.3655135267225975 +0.2544498996974434 +0.9541113810849454 +-0.7597814750780042 +2.3050555691080428 +0.38542291464979855 +-1.3622129539055647 +0.40270870837103623 +-0.3280553904718704 +-0.5712935658780353 +-1.1003290434630197 +1.6906034998845934 +0.3394424027563404 +0.6055541511404674 +0.610944879307798 +-0.7784613077404718 +0.9041568301718621 +0.5935552299892394 +0.4441445048819753 +-0.8327655538877388 +1.6083362283033786 +0.6087208466033337 +-0.2800253604844135 +-1.6918158464589557 +-0.6761295174522934 +0.3122305071898186 +-0.5404111374307441 +-1.0751595344048142 +1.9728154105825746 +0.6154150889136973 +1.1257566894954507 +-0.8558333332241551 +-0.35144087943331026 +-0.20730280407269724 +0.19016501665677743 +0.7899505551265475 +0.36385840616306936 +0.5122460459248965 +1.0307836948364397 +1.505520315114772 +-0.687020223954016 +-0.8433863340468921 +-0.24050317593641113 +1.5157434729582302 +-0.09159318033996616 +0.33546328578365764 +1.408357628238041 +1.105858201432868 +-0.26630297735853625 +-0.26374045088150944 +0.6444876474238025 +1.1809623102319737 +-1.2925571887522183 +-0.18492588727349596 +-0.5714095962894024 +-0.5806969177377934 +0.3606806768937116 +0.3655654496305594 +-0.2742600339587331 +-0.06667394723795977 +1.0849236958904835 +0.6418669122496847 +2.181515726184351 +-0.6777000688002833 +1.1001098509350997 +1.025454387171484 +1.9386303356909074 +1.4970629232383066 +0.7002339694539943 +-1.155503102764851 +-1.1655595050500023 +-0.1997513560146968 +0.6815661056440329 +-0.4756967427058458 +-0.9446546910658733 +-0.5135966239835161 +-0.3968783172952644 +-1.7455950350645844 +0.06973688971702768 +-0.5238682375923192 +-0.4206809661058754 +1.147636658934191 +-0.9933967708511878 +-0.9593377266745782 +0.08888795703016411 +-0.4575729098563235 +0.9457213438665807 +-0.7747031312804367 +1.0196008790855702 +-1.022960577311132 +0.43841694533485126 +0.2113732920260161 +-0.3879650342165829 +-0.3020296623681153 +2.557659900535191 +0.056654838796974485 +0.8388487936872612 +0.7601327318280985 +0.828414630493289 +1.1823990052339903 +-0.15870763827494277 +-0.8464645408326699 +-0.9461184457444903 +0.4933167500198419 +1.2665284525049252 +1.9866214223991183 +-0.8695044620627961 +0.288975657277941 +-0.2755371634911505 +0.18085060934070268 +0.4686751955287849 +-1.1278360118465043 +-0.4698723622676131 +-1.0489513774221877 +0.33231671182035044 +-0.6680737916744536 +0.6024721460999468 +-0.7731865571137915 +-0.585566133444468 +0.20367179128976215 +-0.5643549957593399 +-1.5383225106345748 +-0.22267533388831956 +-0.22025388033389762 +-1.2245963803660103 +-0.7791372950762345 +0.1512242340583485 +0.0646054695598817 +0.8811681892419206 +0.41128201098730977 +0.5100759024752934 +1.3567255679858354 +0.21687678099855118 +0.44057687537852064 +-0.8884472948806781 +1.4292607425960353 +1.4325108050373931 +-0.5254380673742105 +1.297902820212457 +1.2266770694325009 +1.9961100219610823 +1.5287785806279044 +1.8900838721242408 +0.2026182338770327 +0.7101055039923648 +-0.12272701819622889 +0.07691579972695958 +-0.6347583621153885 +-0.1055963140973069 +0.9507847998946058 +-0.8554058844534251 +1.0464677264792617 +-0.13533857843157915 +-0.4320300834787577 +-0.1635074635449652 +-0.3600048858037517 +-1.0999332247862568 +2.024331840127551 +-0.5293219724718623 +-0.24103176701180423 +1.1620331281568865 +1.6234711933568864 +1.0036729169415768 +-0.8696542814104845 +1.0948312738869017 +-0.5353775190721325 +0.7369167635737287 +1.5375011299822796 +0.13014798719636933 +0.03757384138789267 +-0.3766677176657534 +-0.1659337955700762 +0.35320211416164404 +0.38248947657042637 +-0.5774849786467365 +0.7310262704324277 +1.4884628054884692 +1.645129987153386 +-1.3585054878498128 +-0.06371401907043328 +0.6560529394676287 +1.2549062760792893 +2.085300026158939 +-0.6087292712090301 +0.2652041865064575 +-1.352972064544521 +0.43611761030752066 +-0.5431053453473959 +-1.3799626035622472 +-0.2997184244620569 +0.1677739563064879 +-1.1166756235572342 +-0.560942383346407 +0.5174463428130928 +0.6040288122967598 +1.7469788733222245 +-1.492246906271081 +-0.7149240040558811 +0.11073753178117506 +0.4125266264946472 +-0.48427846842662264 +-0.74624910023783 +-0.2798376427385385 +-0.3544406579503613 +-0.18174675749541944 +1.4437353737663916 +0.6504125861382216 +-1.0985670440578914 +0.9951065970153163 +-1.0999332247862568 +0.8164564678322264 +0.5111820964675148 +0.10144875323863664 +0.6815288775246298 +0.49755275158272644 +0.45071194490681776 +0.0486388229007496 +-0.3522572049003252 +0.20987296726703789 +0.5086128749001619 +0.5490695725655546 +-0.49539917071114625 +0.14173471268429952 +0.07767796067910801 +-1.479422781669882 +1.5969038101964945 +-0.35295497611835625 +0.23078974165693383 +0.7826317487760002 +-0.11648286950941876 +1.3912885739594076 +-0.048989044804646484 +1.1947153862842221 +0.40629822941476135 +1.7642586427760252 +-0.4673071256421266 +-1.0774674283814274 +-0.5065149445735088 +-0.3740312245849108 +-0.3909392614300997 +-0.24849694295886 +1.0689778047347713 +-1.2887443407434862 +0.8983028110841265 +-1.5378195369107577 +0.6877167355709124 +0.17080667237765568 +1.4693792414547637 +-0.9312895861926105 +-0.16142092015588466 +-0.2855157299891652 +0.2611646039624059 +-1.220093783077146 +0.7737588766318914 +0.5215186516805596 +0.4837525989483821 +-0.7619463815732271 +0.6579618408970227 +0.7880266936614412 +-0.9312060361153713 +0.02420707852399176 +-0.14374728462331254 +-1.0970615317315953 +-0.25579922444965275 +2.016092108758355 +-0.45797275510458135 +-0.918623402950537 +-0.9874602385225174 +0.14754035260567003 +0.5112649363758042 +0.29474954370542794 +1.8310580228954927 +0.05920258902923349 +-0.7275856597028814 +-0.5730403519125521 +-0.3478378773113349 +-0.760658305684211 +1.6157844366786396 +0.4247418444559293 +-0.17296055986399306 +0.8425852496500469 +1.5548964207704363 +1.0391995136706846 +0.009361378630171668 +-0.6695668378620594 +-0.294647369447537 +-0.446915175182839 +-0.1635074635449652 +0.4602841510965796 +0.042093657239350254 +0.7272925329807434 +0.32342562176582146 +-0.018706899718357567 +-0.5603049277502735 +-0.5931684494394752 +-1.2436429022877311 +0.7511988779478076 +-0.1696317712900826 +1.2719217722179625 +0.04749184585223913 +0.1034159505118746 +0.1760475815091891 +0.9526597633613005 +1.5064506589536935 +-0.6963494960255362 +-0.9573555115337435 +-0.503409998525749 +-0.7206401916115376 +-0.894760297806918 +-0.050450080613545445 +0.5460807963657736 +0.24104378291671422 +0.3680773394124553 +-0.2023324726765336 +-0.3584479678288066 +0.7943115668953635 +-0.4997063234410462 +-0.6293104078219884 +-0.9704983616819106 +1.1811036660435281 +0.3210095507137415 +0.08940303585090847 +-0.2571058830761996 +-0.5992056943927406 +0.46247177890057056 +0.04594415748074916 +1.4582174662148577 +0.5608362731747082 +1.2520850760266784 +-0.7888084432005786 +-0.5019406738644685 +0.5412454281805529 +0.021091168903734303 +1.320935716894455 +-0.23048633555820924 +0.5719499565969927 +-0.8803410850701553 +-0.6108920467618286 +-0.9646234080913245 +-0.7859843941302419 +-0.5528543182512956 +0.5302730078379021 +-0.426319259772298 +-1.0079967773609402 +2.310616953346407 +2.015548958097 +1.1119075918827868 +-0.060064324934037294 +-0.12083939151898622 +-0.4083203616867038 +0.9824615473964181 +1.153456437035165 +-0.989818874730156 +-0.8980224450335287 +-0.3813650891378172 +-0.03257059006858527 +1.1845521190933588 +-0.2674572873091085 +0.00851602613886969 +0.7731717473933191 +-0.29931185103976776 +1.196296047563942 +-0.7626488979326502 +0.5710445577715573 +-0.585566133444468 +1.302354099197981 +-0.6542403245624496 +-0.5082077205384996 +0.08718021778419137 +-0.8132669195112672 +0.39555943637977176 +-0.6964780123783939 +1.2967006562877705 +0.3164119614716724 +1.0455089789602912 +0.37210611202214383 +-0.35680958644397764 +1.3640997711514462 +0.1801775522146875 +0.21576236170299923 +-1.0179420201799922 +0.6855366250966932 +-1.1382795894198539 +0.19552098520501937 +1.0334535051845049 +-0.831767153084794 +-0.42833333846916055 +-0.7866341034093468 +-0.7730617934935702 +0.12000549266978504 +0.2309871562011618 +1.0352151634764244 +1.4732038032501193 +0.25696348899984073 +-0.741975730623372 +-0.33611527194851015 +-0.780291347365542 +0.5244229050184654 +-0.34136885968559505 +-0.7368799007542806 +0.707489788952438 +0.11801229863939991 +0.5411380793743067 +1.6301513200229074 +-1.0059033007351579 +-0.548895694470169 +0.7692992133751536 +0.8045588077285877 +-1.022960577311132 +-0.18127064212495217 +-0.502928322917257 +0.693852957966945 +-0.33373801242898365 +1.811619871672632 +-0.060329290611257205 +-1.5289457994782205 +1.6020547755017995 +-0.7524345041168421 +-1.0998220016808224 +-1.1260089310559112 +-0.40401611766027634 +1.1366396486208163 +0.9815784907179005 +0.43235615857389587 +-0.3261587425759945 +-0.1289043687666665 +1.0502912416952652 +-1.2220313160219027 +0.013598431248034226 +2.271811497563849 +-0.6781580916215993 +1.2588422755308102 +-0.0562933864209873 +0.6386404099600189 +0.09848583814660727 +0.22188896617999374 +0.7275344717126109 +1.4392970340736344 +-0.8997004377753782 +-1.5649647966990845 +-0.29851108975831386 +-0.47574498531147813 +0.8179765036952398 +-0.9033589140504222 +0.3779080874121425 +0.5765798250483011 +0.9746952713936574 +0.1364923849502087 +-0.9876676705945873 +1.1347198604996072 +-0.5042948904363442 +0.038861103120120435 +0.6933584482079171 +-1.7721082765694356 +-0.1976624525430592 +-0.5855717802012474 +-1.4196091655020944 +0.5826665270608227 +-1.0999332247862568 +-0.5872889536272873 +1.406447347414661 +-0.774535653846879 +1.7307573898945767 +-0.6948550236756674 +-0.37594580384128595 +-0.1271082572114546 +0.8249283911858758 +-0.49812133965563843 +1.0292845156408699 +0.7250921399915862 +1.2420527813806608 +0.022381038040784493 +0.03543582329697394 +-0.9357362359491872 +-1.4549514690290821 +0.07496534352720488 +-0.5833796231311278 +0.7436981709927455 +-0.6732615200647327 +-1.1107054672347074 +-0.3505078915050415 +0.029652610759741876 +1.7048604797969384 +-0.09159318033996616 +1.5340553828947896 +-0.32809745130464396 +0.7511606494663156 +1.005676210034771 +0.5648856691606453 +0.19118940688342262 +-0.44081255970992966 +0.4238115198309427 +-0.7585558455705909 +0.9527587885647704 +-0.8598049550310753 +-0.6195051930866695 +0.698194982775492 +1.325152700608162 +-1.0675054268690798 +-0.3655135267225975 +0.8102402796242242 +-0.06151741980276239 +-0.9923045519915001 +1.3778362170666536 +-0.9996251822466755 +0.8985871078876834 +1.3331710838332123 +-0.13654838315906032 +-0.40357278330641055 +-0.8682544054411331 +1.1485185171067713 +1.6840330815791769 +1.3749540772754925 +-0.406962807080974 +-0.6566178474127491 +-0.023138335086544073 +0.6349151636604469 +-0.5666800999301014 +-0.4698532855736829 +-0.49122507135209187 +-0.8112026411959016 +0.6068630999239382 +0.19026165791479688 +-0.605985529806637 +-0.10168826532643703 +0.23283376307987508 +-0.6957909831541833 +1.395238950428031 +-0.981079996582205 +0.6452203595441551 +-0.6264978999401821 +0.30110064721105745 +-1.3035397319707673 +1.7551409846225945 +1.143990174576371 +-1.3257603167646697 +0.13997900399565072 +0.2795808228731317 +-0.3311147019459607 +1.4609962281768183 +0.4634146918199159 +1.7104039520064924 +0.22327855171126448 +-1.4706909337754799 +1.3177582984985028 +0.8017676847702289 +-0.8309296505492225 +1.3434898057823765 +-0.37747116386616963 +-0.6833008175653321 +0.7025371162985563 +-0.34136885968559505 +1.028548248961359 +1.4492375339066117 +1.4532624360622213 +1.290890566343416 +-0.28109169622641705 +-1.2503050884976121 +-0.8804534383724398 +0.38405781283771406 +-1.186620557972318 +1.4391046290736051 +1.7951681539088733 +1.4775854376659505 +1.5250034951073106 +-0.6659268585258209 +0.1984537516924439 +-0.6470050877926614 +0.8507843118351484 +0.7097721129213374 +0.1665291158337846 +0.048792780744043626 +-0.8777173036447611 +-0.6191148129320381 +1.0920478453450058 +-1.1468711125933144 +-0.049641600923615324 +0.5562078070902532 +-0.8550071962314336 +-0.9688303459062853 +-0.11598125151323146 +1.0538260720054853 +-0.1846423271385701 +0.8981978975393018 +0.30951562226137863 +-0.135218639711047 +0.9489516648735106 +1.5124500898113535 +-1.3892692160262312 +1.124474794332263 +0.7650248684733054 +-0.6688954218734825 +-0.37452721141677026 +1.1811427258935516 +0.3650622493866793 +-1.517837528752742 +0.518502931429134 +1.2980345310071 +1.5842754276316497 +0.4675155191138256 +0.9688183757409511 +-0.7348441183970226 +0.26763915593320237 +1.4662842110000782 +1.1883496005420267 +1.000306975089222 +-0.45737681625073084 +0.26928679637066066 +0.5302874246712187 +1.4406492358671774 +1.9693887464772442 +-0.4236628860194199 +-1.538079546900326 +1.2147782235498297 +0.9320305132274088 +1.3508869132267944 +1.982028315266019 +-0.5163622582466803 +-0.45945066300877274 +-0.2046068419552956 +2.391158283656014 +-0.7419861257341307 +-1.2429374308845293 +-0.5441922609440298 +0.5262610407746265 +-0.7834119780438996 +1.5556580023304214 +-0.3157678910568802 +-1.1279355212275097 +-0.4622391431831717 +-0.09925726864674012 +-1.425429215332576 +1.4836089532115058 +0.8525088004714743 +-0.9275959120035588 +-0.44402032700572375 +0.07307508428782063 +-0.3113465369450319 +0.013107476687009623 +0.9800735286713419 +1.2139841299560337 +-0.8387791918701196 +-1.2369309485218367 +-0.4910651570516878 +-0.5713185108039533 +-1.0693703140973934 +-0.5929672239865921 +-0.9237997529109632 +-0.13099296709472869 +-1.0746232709326315 +-1.2416240037799777 +0.7942411285315131 +0.24014588588978591 +-0.8879808628281356 +0.8964717740004795 +2.0260748819109433 +-0.8703109713036074 +1.4133091153397799 +0.3840260422554148 +-0.478387303429338 +1.497412250471372 +-0.43882259273689606 +-0.6349368107772473 +-0.46930095922678966 +-0.6478024073316355 +-0.529171116265639 +0.8565271315541365 +0.45295402139521046 +-0.5020927673286502 +0.0888789325252419 +-0.8702635295409219 +-0.39520673323214495 +-1.2718314433702695 +-0.9091201064854697 +0.36319710741981626 +-0.5339351832634721 +0.0581906263349235 +-0.6233151976905807 +-0.3401286769064857 +0.02224404125534686 +-0.2023714965914612 +-0.5060039089651263 +0.26283327995586137 +0.6864675432328116 +-0.6172431824254763 +-0.7427620995698946 +-0.14365505345430918 +0.41226708290355923 +0.8906873870952728 +-0.7670459086540405 +0.3236021611034332 +-0.5520170990649941 +-0.5019406738644685 +-0.8185767218496 +-1.031762584337677 +2.5531578060262974 +0.019198827013509487 +0.5827141554393479 +-0.7803734937066282 +-0.7336310139739587 +0.8950957499888343 +-0.49996978245551504 +0.4973029074878383 +-0.18543780079880395 +1.1857879286831297 +0.24801763195747928 +-0.2092916212294884 +1.0549497337853329 +-1.3814884275089978 +-0.612954696881288 +0.1832813732137901 +1.0243637875396496 +-0.27916492511107793 +1.4371131012475227 +1.1413847985055914 +-0.0639193629746735 +1.318911630851658 +-0.8463000723493213 +0.13093920816742166 +-0.6921650415964418 +0.24909851313293402 +0.26355118106185876 +0.5261113508469158 +-0.9959068879761677 +0.24719951504317567 +-0.1414998012364648 +-1.3283931114705712 +-0.8249972188589585 +0.17688066389555485 +0.052551441711005634 +-1.2776892786933123 +-0.7950196727732737 +0.15226260143891318 +-0.4583181636683325 +-0.6491596665536976 +0.937579921016371 +1.1980424870498954 +0.43690005834098483 +-1.006041998332001 +-0.9803069812753855 +-1.0998220016808224 +-0.1758343122376945 +-1.0463535776436492 +0.38349885782321397 +-0.3530298040869183 +-0.04262768824884769 +1.7644471414263434 +0.1371902878610548 +0.7585072518742928 +0.2732775524960301 +0.22518621973518954 +-0.0693870799389047 +1.1368894295205922 +-1.8117547838433834 +1.603869794363435 +-0.6203451176680695 +1.7093487939657865 +0.546544622401594 +1.5463758846601627 +-0.02723540459022858 +0.3954121946670506 +0.4885810967135905 +0.4512569184304006 +2.308986753789801 +-1.2661475359857077 +1.1848368335070414 +-0.648325512612066 +-0.39329864106843837 +1.9716731639318306 +-0.1607336966027787 +0.6157496552695382 +-0.38264701675414986 +0.4964044931859657 +0.3069030090777559 +-0.2165332368844554 +-0.5679780647535264 +0.43339607859069273 +1.2609930694566862 +0.230438197848272 +1.718723884880026 +-0.8971140963891688 +0.529774012885428 +-0.4372736869630329 +0.2594433689233091 +-0.8382686011195454 +-0.302182201041303 +-0.6401470271976226 +-0.9550508604607187 +1.240401908782904 +-1.1195593033720224 +-1.0455299030756777 +-0.976866802500717 +0.4907280901528284 +0.2037517497665019 +0.3037108256740173 +0.7639418220092933 +-1.2014200151970325 +-1.2925571887522183 +0.5912019848633553 +0.42642112909373375 +-0.15870763827494277 +-0.1635074635449652 +1.2126691823547937 +-0.03996667209784245 +1.1124405120758072 +-0.16733301364571607 +1.216921897783979 +-0.7559498485374783 +-0.42624577681030956 +-0.049641600923615324 +1.0923571831941286 +-0.4642786331044717 +-1.9195140234570551 +0.8047447357410786 +-0.4427014242387479 +0.9887614168035485 +0.32865988700541804 +0.27827674622694537 +0.1218377406727633 +-0.7698127348538732 +-0.10298061641545898 +-0.4983987100866016 +0.11150804209390686 +-1.2281374391353768 +0.20620375306339084 +1.1795349209137767 +-0.43268359044565785 +1.3287423813469856 +1.9559033951159968 +-1.1060466909860283 +1.3787159051497186 +-0.8813274135149484 +-0.5592703449884346 +0.15680895406031886 +0.05703576724898725 +-0.6115593483245417 +1.0018739888550068 +-1.335543745096941 +-0.5914332271083664 +0.3698684480299983 +1.96740726389291 +-0.36562709267544896 +-0.8251646363025752 +-0.981344627868472 +-0.7367136782812203 +-0.16365064187098555 +-1.3151609285496055 +-1.1471568585153658 +0.7146587787758987 +0.4510634297007996 +0.3250015637877569 +0.13535190727494037 +-0.6279432037736742 +-0.8067873158829807 +0.9146058274162032 +-0.9585703038445293 +0.15392117523274892 +1.027421074027875 +-0.2373638768013046 +0.6162145945982648 +0.30828839882045167 +0.8511364368318742 +-0.12467658510571253 +0.11618330074034838 +-0.2671194791026687 +1.9794419442627844 +0.4857982696262212 +-0.6099255030658717 +0.6588772518117862 +-1.1827657631138808 +-0.9550508604607187 +-0.29373589771351366 +-1.135641371557688 +0.8892474929032912 +-1.19356322654627 +-0.11540363205349866 +1.3072942350028904 +0.30014990700313127 +0.2575579212744464 +-0.7866341034093468 +0.7388616664901116 +0.6893721820835191 +1.731051745439196 +0.05616123714714373 +-0.1943656226195725 +-0.049641600923615324 +-1.0463535776436492 +1.484063843094982 +0.3272964687906997 +-0.6937059017878082 +0.016201135707511694 +-1.0073324106965966 +-0.008858825603506537 +-0.58228527650247 +1.126543603706072 +-0.85846554421059 +0.9351733982474457 +1.0128028612306734 +-0.3198928554542098 +1.5914916969894082 +-0.2749270582270037 +-0.12238613806105735 +0.11117880151755667 +0.9270365324237382 +-0.9173571970512725 +0.41419982864307886 +-0.10906423724871935 +0.03868896152282353 +1.3259087657892081 +0.029652610759741876 +0.3399303934933883 +-0.30244471357378555 +1.715371471546945 +1.7008432991124491 +-0.6935306095522822 +2.1300872232610377 +0.8026318032155842 +-0.9275959120035588 +-2.0207625990162548 +0.4100811641509802 +-0.871764485307248 +0.0494800203037762 +-1.1972624399629948 +0.9523454321204016 +0.23735254734449074 +0.6888969762598115 +-1.2389127617280569 +0.0965253137252606 +-0.42833333846916055 +0.48762002187686637 +0.12390730437027937 +-1.1478018243341754 +-1.151461842238371 +-1.0123539997334485 +0.08521314702938201 +-0.450598110735433 +-1.7775690552304273 +-1.673093785728549 +-1.1093747337086461 +-0.3893945472725682 +0.5678279826566394 +-0.5622166800618139 +1.4701116634647635 +0.8577767513200503 +1.8754965760785114 +-0.24234418119942458 +-0.5384194404007215 +-0.26986817443974154 +1.1959770402931866 +1.4605356966670269 +0.7889405191401009 +0.8145556808129727 +-0.40830604242284185 +-0.4770443986528277 +0.35627459068103984 +-0.18543780079880395 +-0.5774849786467365 +0.6886031780492275 +0.2934848462772557 +0.08069866402737627 +-0.07339460780768468 +1.2776620491134354 +0.01651767035547197 +0.8631151842570616 +-0.5911463561790568 +0.5599684039870858 +-0.5093229562470851 +-0.5774849786467365 +-0.6085133851773092 +0.10583009941241579 +0.6157956281389672 +-0.7263687074615781 +-0.3679150754900263 +-0.2170757643889923 +0.3620022579508048 +0.3355733811998696 +-1.0250752940394425 +0.12210975515365026 +0.8269425387438825 +-0.007357037111869816 +0.8466748999460475 +-0.16054781864129797 +0.3558134490003393 +0.27396860312447396 +0.5095779547848649 +0.20918920238272667 +1.8584319433980907 +-0.7310495244050369 +-0.2122506735519258 +0.4961978359879186 +-0.11810713568143515 +-0.5677790530083391 +-0.6103080941938606 +1.2931652352923442 +-1.1093627085495978 +-0.4581815650397097 +-0.8914944413966464 +1.1606840729027765 +0.18600670243905687 +-0.6445211562081754 +0.02738502013858317 +0.8752692207829302 +1.0170874014479652 +0.38664931584832296 +0.3580349694147034 +-0.26577698708923886 +-0.9685138924885806 +0.2402555328834276 +0.2202874271224528 +1.4184019643906038 +0.5396882642935303 +-0.7646306337102845 +0.1147728316489186 +-0.5065149445735088 +-0.834824306173528 +0.2012537802070681 +-0.28328227976486914 +-0.993357764327173 +0.0794680916135757 +-0.47777369657374746 +0.1982415980152698 +0.7269912254594766 +-0.048407776817471854 +-0.20683963113799822 +1.5251710229710114 +-0.5088523960025051 +1.0139728709565552 +-0.05657008950208439 +0.26415878045691366 +0.13576547297318264 +0.2725655544034404 +0.7054353715779788 +-0.5081915675078965 +-0.7785890269742214 +-0.18029511872763426 +0.836021824596063 +-0.1662614228951994 +0.426900255680513 +-1.6924327961709156 +-0.2015268600361521 +0.893089908746946 +-0.5636557188429294 +-1.2280606857765421 +0.429128950365069 +0.7810654703081733 +-0.017336335107940637 +0.45358873408046285 +-0.5666199823523291 +-0.40356331811360335 +0.9877683391411307 +-1.1518640756504936 +-0.5717164638101296 +-0.34859096281236257 +-0.6747595764995449 +0.3376557477163708 +0.23095362092685215 +-0.0800641374610046 +0.13302988824426415 +-0.2190373788064185 +0.4810293510727322 +0.02221232583946023 +0.8841958313279628 +-0.38988932242072494 +-0.5471309837604392 +0.6168778812367552 +0.16184618478280982 +-0.04289630731997812 +0.43196806816703925 +-0.8816783753583098 +0.7760675160775462 +0.6852484602759606 +0.994771279936211 +-0.2646421512228919 +0.7311817400618323 +-0.07420474743121781 +-0.557979480063118 +0.1463636376699125 +-0.5718864600411533 +1.141922947187619 +0.2867847236258471 +0.08809630365762461 +-0.4985794063294672 +-1.77890948812065 +0.4722688242202705 +-0.8310333817084873 +-0.42833333846916055 +-0.8996727789110945 +-0.44745387674454196 +0.9675357841346043 +1.1718531334374847 +0.8888557359977289 +1.8998799988638975 +0.2700633513643954 +0.9153880957270665 +0.7702215146058731 +-0.6195051930866695 +1.5619338950496606 +0.9648604359722538 +-0.622047592723053 +0.47202314176716814 +0.06525530559871014 +0.06271638335045582 +1.1134085347818088 +0.9498565207569382 +1.0868215169694064 +-0.7305741792154883 +-0.5378118529355826 +-0.09591750902738534 +0.32107795436480313 +-0.1396820957808288 +-0.48677640679044865 +-0.31646784731238303 +0.9887614168035485 +0.2256465890122437 +0.07207285292815985 +-0.44884226583569325 +-0.002109104303521389 +-0.8356955013649353 +-0.14953724420020137 +0.3751179004140382 +-0.7888084432005786 +0.7478384018153501 +-0.5098226987142289 +0.5692439076755071 +0.35654254885651615 +-0.9040300130842686 +-0.04657646864798898 +-0.7720812066552819 +-0.011685070289629299 +-1.15730279185555 +-0.5850200745083213 +0.7743517285001486 +0.3593853362692087 +-1.003775256404208 +-1.3475062498135937 +1.7508752950415307 +-0.6736048020519346 +-0.6924141411280315 +0.21115198252432227 +-0.9163924193986509 +0.1885287367159931 +0.2449217785578791 +1.710574433370723 +1.0298462073677597 +0.16417798353263516 +-0.05437765332981433 +0.9773520701412641 +0.7829711253914713 +-0.6976973203525441 +-0.3903201786433652 +1.2954912414563924 +-0.11669191214753075 +-1.1503920338216915 +0.25751244257076245 +-0.5502335433242704 +0.834749785577227 +-0.5917095748545593 +2.4005183949522904 +-0.4483991484832407 +-0.42370094486859794 +0.5275141592040847 +0.47022041885079163 +1.087086808347289 +0.8017308428060462 +-0.6080483993569158 +0.8651924716537761 +0.06723592248384164 +1.3418799658978633 +-1.033592041590256 +-0.109851980735195 +-0.08419791454457917 +-0.029499711107947343 +0.030817975044270585 +-0.4480255446746819 +-0.025581021405568338 +-0.7444647850861611 +-0.20269357921006986 +-1.6186838112534485 +0.9077842557144188 +0.787102432316261 +-0.8682544054411331 +0.08005745216178496 +1.4920053099054171 +-0.6493563244555672 +0.6440251372650213 +-0.6906367902557944 +-0.09591750902738534 +-0.7146472596885198 +1.373576300965428 +1.849087228614762 +1.3325820821929146 +0.25506995561431695 +0.8282964581916679 +0.07927795305082491 +0.12100228426322389 +-1.0088031994543332 +0.6399523261602469 +-1.1765481324283706 +-0.8067286151480684 +0.48336842440342137 +2.8438151294794065 +-0.7236187846636466 +0.3099474041935016 +-0.20072221313048044 +0.09332495035354765 +0.2097921567485787 +-0.36562709267544896 +0.545023461626063 +-0.2829660488280044 +0.37284602800747574 +-0.4804737741342503 +1.075287519389098 +-0.4467233111239627 +-0.9619265374142223 +-0.14412140841450916 +0.9957245705884719 +0.2425250181687398 +-0.5951414108151802 +-0.6610207794855579 +-0.40992212934246 +0.9951618262640145 +-0.14412140841450916 +-0.7119650656869811 +1.1325304179694111 +0.07910858309013644 +-1.4654948044631688 +0.16224906564794744 +-1.0966334272277427 +-0.4829745800604112 +0.4840385416352798 +-0.0392322716272721 +1.1015162784897197 +1.2002720616150548 +-0.6253839311619717 +0.0754022096698268 +-0.7670247156335139 +-0.08948745069661844 +0.6248549404313527 +-0.7707387416371505 +0.15101650086179055 +-0.5445214974356974 +0.5947153947414301 +0.7383578144819529 +-1.1263674498084746 +0.77413038288563 +-0.20923834620893886 +2.0380720922679165 +-0.5438397640046994 +-0.09032028004375825 +-0.5242008914409361 +-0.741975730623372 +1.280219531904166 +-0.3703638425523691 +-1.330991040139035 +-0.7940650604717795 +0.16849359559538332 +-0.2828723321004231 +1.4168941833811373 +-0.022749602789431944 +0.39180697002561815 +-0.8503885561721746 +1.348891102752864 +0.11624682611333537 +0.46130827049934403 +-0.6038086842055889 +0.6288606736195236 +-0.903288803858674 +1.8931764146886345 +0.8923933685933705 +-0.32698206153149045 +-0.8236678564462485 +-0.8261643989704601 +-1.0468470347863428 +0.0236052076922397 +-0.5107044321012953 +1.0787488665409581 +-0.20385983646805464 +0.820210397136917 +-0.6050143354665197 +1.1426011427109626 +-0.6279432037736742 +0.4044324250765578 +-0.1353328984560812 +-1.606789414074415 +0.3120819034959976 +0.8505245742069145 +-0.5226749855087403 +1.3393878672265247 +1.2931784062020286 +-0.13050328071771553 +1.0191516129739755 +1.078387914766914 +-0.29433183137898883 +-1.168372153174927 +1.7386007421331544 +-0.8636714825270837 +-0.5872889536272873 +0.2631472442165087 +-0.10154112327295453 +-1.0623605417431499 +0.15134026437234543 +1.3975985876585826 +-0.827369566229154 +0.11918414475331013 +-0.36712229031104876 +-0.7698127348538732 +-0.04553292160037524 +0.24274867187796512 +1.1597939005728937 +-0.834625731793723 +0.0016516711967211883 +1.2645164824664763 +1.381946115500627 +0.2084667562741377 +0.26580290406888984 +0.7199270926781736 +0.30453702586567327 +-0.5242613136720802 +1.0267859527203411 +1.2662036790394033 +0.1708160572904306 +-0.17284689198255823 +-0.5256626747382595 +-0.10904913551965051 +-0.5695289446423336 +-1.273493751456264 +0.27311174577700964 +0.11625929782974297 +-0.3695035068646827 +2.355121592844331 +0.018075811412008605 +0.5670251470745177 +1.590132723294462 +-0.8796782600123012 +-0.7526193001933164 +-0.7367136782812203 +-0.49954072072995087 +0.5323635134694382 +-0.42056029580673526 +1.8854086435548996 +-0.44428817797527054 +-0.11542982351959474 +1.8965121929483197 +-0.23497676908999626 +-0.21789609263439003 +0.12909950514308544 +-0.8895365383505498 +1.0955154326319259 +0.4099476173511071 +-0.1372612404411802 +0.12819678172069407 +-0.20955932201639638 +-0.7559498485374783 +0.78550097463582 +-1.353155760933135 +1.2349319134616645 +0.5150764421871304 +0.3659841459523844 +-0.6712583794566831 +-0.224618602882069 +0.2594433689233091 +-0.9147163591722159 +-0.1446267291341779 +0.7888666567047533 +0.700493276597759 +0.17250366864221484 +-0.9110479306464144 +0.6527377660120609 +0.8565557930200953 +-0.9056403444916181 +0.4872756794251277 +0.9474232237914185 +-0.4202966524463966 +-1.0803189711601495 +0.977499305914413 +0.7457663967886077 +-0.1368269127263731 +2.236165694035748 +1.2166395931482976 +-0.6379176280890204 +1.0852439143161539 +-0.36097702889233707 +-1.006695700790251 +-0.5093229562470851 +-1.1831130646034458 +0.7347636386565413 +-1.0984025311061258 +-1.2252397558143326 +-1.3311413701160628 +0.9966801377213675 +-0.08227111737627862 +2.105380732162191 +0.3135502900691601 +1.6363439939880218 +0.2244260422334133 +2.2245163113828106 +0.802218738859091 +0.5903741537328063 +0.4699305495394432 +0.2103094349902258 +0.3909121726260048 +0.15709214192244048 +0.21762730086558518 +0.14914404832722772 +0.7225352996659747 +-0.3968783172952644 +-0.7116132942214326 +2.301395899761077 +-0.42977510305145633 +-0.09547298597834339 +1.1136789302994585 +-0.1448099891367537 +0.1275635129316687 +-0.9764671094326535 +-0.8276112607972771 +0.5302874246712187 +1.0540573906736022 +-0.3642467342612281 +0.4628801665143333 +-0.7753257829665592 +0.705202497999908 +-0.7153120336498532 +-1.0463535776436492 +1.4975510876739908 +0.09328574147178982 +0.8453868516552283 +-0.32863345158200574 +0.06723592248384164 +0.829411048354514 +-0.8356955013649353 +0.3884516971158578 +1.0269617348697733 +0.5482383251060297 +0.3101314421896171 +0.5472973069182901 +-1.029781436467858 +0.5130552002301287 +-0.03586133790535266 +-1.0998220016808224 +0.8025553495995053 +-0.45043139183376196 +-0.7413890340601074 +-1.3856468461702274 +0.37925377987985076 +0.12445541934428717 +-0.47193804413086193 +-0.6103080941938606 +-0.5855717802012474 +-0.08989911535169559 +-1.6198640658278898 +0.42312327777860803 +0.5787395083858191 +2.0862538145604126 +0.2893672032247051 +-0.4827438192631373 +-0.9377194241644947 +0.3982355977808346 +-0.6947615876090528 +-0.6020689032223777 +-0.15967686521840851 +1.5756034540880057 +0.5203929969271297 +-0.4650476897213924 +1.0203070638008396 +1.0985524782878415 +0.20236334807858966 +1.909439778305071 +-0.10086836859807263 +-0.6391955300716995 +-0.3090979691561426 +0.25963824483009124 +0.8059228825550984 +0.4514309212398602 +1.0401531709414473 +-0.7394502907581396 +-0.48508926011205866 +0.09418410943196882 +-0.08155324129190794 +0.7609173812501809 +0.4960903157575481 +0.6802047448935187 +0.5834415242742388 +-0.5158821097689473 +-0.4248302668675056 +-0.37576141144016817 +1.5839144269044827 +-0.30523531415866373 +0.9730711620869446 +0.2231285612557796 +1.343088496480833 +1.0855299474253244 +0.6575307802960987 +-0.7021776384831839 +-0.20051839172633226 +0.27412297909351385 +-0.33760166536179254 +-0.5642168436739865 +-0.2342416752355745 +-0.3274633351451307 +0.21990838382256814 +-0.5121284003634767 +0.9856842603810952 +0.1915343079889124 +-0.6253815879158593 +-0.1933387640691157 +-0.5309849754630493 +-0.11082402573310156 +0.6428153290569453 +-1.3278321876628894 +0.5114583004927185 +-0.7170782834131233 +-0.5293479329627486 +-1.1815868390315984 +-0.9973680069108393 +0.38866296016331076 +-0.9051447782937305 +-0.3739233011481632 +-0.746754302454718 +-0.6302202404988497 +1.6811240404653023 +1.1046194006649992 +-0.6017794437916076 +0.9218919037300565 +-0.6746035247339564 +-0.8481857114634779 +-0.9149494298251257 +0.8182535762086537 +-0.823289426475502 +0.8495476698148275 +0.20745737409174936 +-0.42833333846916055 +1.4663543125184213 +-0.9169179327528496 +1.0148027685052332 +0.3354086230713142 +0.7842768610427101 +0.8914668955528894 +-0.9095442655949468 +-1.4788345436644525 +0.10449851694831543 +2.1025092734285096 +-0.7405872372244596 +-0.3679150754900263 +0.8566926524753667 +0.7202506010772523 +-0.6694672158616353 +0.05088578632235351 +0.9922845163044778 +0.8050207211858416 +1.3057577708070278 +-0.569079415398909 +-1.1322464836362744 +-0.3725062393590939 +0.7005344804019862 +-0.16796843746234974 +-1.101482518595298 +-0.670074960318333 +-0.46065213609630673 +2.4028038375740914 +0.7734482442408873 +-0.8571785353993316 +-0.7341040393538916 +0.14268094207985385 +-0.4300453394809799 +0.3059251299109451 +-0.7494597972752474 +-0.7844944227146975 +-1.1166756235572342 +0.5538468576033981 +-0.8148953543759353 +0.8280717503110384 +0.5303695986459596 +0.8687353319753294 +-0.6698140347172518 +-0.4920661763616834 +1.2790178298932022 +0.02916044602287899 +1.2129316331201399 +-0.7806299307461109 +0.18942349794812063 +0.8035638887972756 +-0.07644228084252239 +-0.2577680552956972 +1.483714714716553 +-0.29686799325742586 +0.19118940688342262 +0.8531545652107377 +-0.6184162001078676 +-0.49968082305448436 +-0.3136910666802044 +0.11126964343040155 +-0.9980289698857026 +-0.4531994116093834 +-0.8783932965873763 +0.24246921579322375 +0.7524996355327345 +0.5933512002488274 +-0.7701824506766696 +0.8309522681080831 +-0.14458976123527764 +-1.035643684059071 +0.16901860346993397 +-0.6922804115089324 +1.3808493749171238 +0.15709663420804731 +-1.2280606857765421 +-0.45894440613240806 +-0.7653287115437895 +0.10602336087948784 +-0.8514694618307764 +0.10743734791515354 +0.17370592744584157 +-0.8405023083819714 +0.589852944051141 +0.6030230183848369 +0.4417883997523765 +-0.44472774436182894 +-0.6774028666392045 +-1.0520281580331317 +-0.8774684865178632 +0.29241813678599476 +0.021639149787434503 +-0.2674595013956991 +-0.6818843503998434 +-0.1883462442592179 +0.8585407492655663 +0.0036483472250165294 +1.4075476405808187 +1.2978385301104134 +-0.7367136782812203 +-0.18106582612276598 +0.40471375847955593 +0.3502018002380885 +-1.4443034967754205 +0.5796905286852257 +1.20752865674007 +0.4727830958353232 +-1.1247348556393393 +-0.8119721810549153 +0.6334306079662749 +-0.14573272812695706 +-0.04191341439824586 +0.23213651205297947 +1.2779041063224441 +-0.9750054366327267 +0.6289133689807292 +-0.19647497761432903 +-0.3586088475114713 +0.7193616174671084 +-0.5089484856035049 +-1.0476844108784442 +-0.032783355126210986 +1.2268082178704813 +-0.6782040472576342 +-0.6167512557467488 +0.029652610759741876 +1.6372940057477232 +-0.11893331549922741 +-1.2925571887522183 +-0.5789610475758785 +-0.6594426375263723 +0.6993829577013125 +0.16339210443512847 +-0.9068602535309153 +0.5104631864194465 +1.5010001053004858 +0.10977123115867717 +0.38260839756162773 +1.8248025554734038 +1.0462718579859644 +0.6059360253318279 +0.1721113356116139 +-1.0751595344048142 +-0.654161027057333 +-0.052316426230547664 +-0.628874252113973 +0.1907626178858215 +-0.9761085143892968 +-1.2191439970878506 +-0.5493421602125989 +-0.4464873968656726 +-0.024363251500210223 +0.24203988498422657 +0.3140589117042904 +2.051142115804057 +-0.08829595521326125 +-1.1589573622195068 +0.32457168738454106 +-1.2536643702726384 +-1.4537462499573641 +1.6957910030569063 +0.17707531054508727 +-0.5825788531205743 +1.167418725695086 +-0.8204796510957229 +0.3627142603057082 +0.35670647611532985 +0.12764598209378009 +0.7634311829254292 +-0.9550508604607187 +-0.594552720329584 +-0.520223639736425 +-0.463897715978791 +1.2578812230801455 +1.3518137489221127 +0.18225442775586873 +-0.7332998183620816 +1.4247837297038928 +-0.18082114148474315 +0.2167042420408179 +-1.1639751391039859 +0.4883052073964081 +0.5490695725655546 +-1.1503920338216915 +0.08809630365762461 +-0.10811351347538672 +-0.15745490811564306 +-1.353919143413754 +1.2795658428293224 +0.6849958022805378 +1.564116897707485 +-0.6248628693955168 +1.5146062520882093 +-1.019604303939384 +0.4854568646823766 +0.44469206730970406 +0.6666015698805686 +0.07230407998788563 +0.11689337503521448 +0.47644279985646615 +1.063095423334632 +0.602407427536543 +-0.03781697549588692 +-0.259304288742616 +-0.29544439117665994 +0.2914049175544231 +0.9773381275438815 +1.2707944306392325 +0.17399303499533983 +-0.1607336966027787 +-0.8708415869557767 +1.5403536803596074 +-0.5404688233711544 +0.39531575408647146 +2.3583442652022355 +0.31265465092427747 +1.2675289003762749 +-0.15654274433231957 +0.6744263615353747 +-0.4782773751589657 +-0.5558060018787248 +0.48026697999218915 +1.2290393799646546 +1.444297944364345 +0.7672556064777577 +0.3294313925064466 +0.14509107497377935 +0.7831214621745641 +-0.8460533990931685 +-1.3196832127277018 +-0.7367136782812203 +-0.6561885977526182 +1.7616898185053813 +-0.654161027057333 +0.3129964556612283 +-0.3940143858441176 +0.9390836155297944 +-0.34136885968559505 +-0.14854922905225526 +1.376122552642372 +1.149536119148711 +0.16241587491299864 +-0.12410231433056998 +0.11081635284513427 +-0.941342357013328 +1.0673947430832573 +-0.5302925397931035 +0.6603775638324528 +0.31973397629314254 +-1.1692918851077954 +-0.031970829579616375 +0.49577319781703866 +-0.27799472751412185 +1.2312847705179664 +1.1735508651280322 +0.5056686617024122 +1.3574537137742715 +-0.7938244256637631 +-0.7670459086540405 +0.31953236891027936 +-0.44472774436182894 +1.8822284571301922 +0.12089773687824382 +0.37934079585360936 +1.1745365851383283 +0.36064217768026025 +-1.2229440050114233 +-0.40193576142312026 +0.2608893439535398 +-0.4544390789031676 +-1.4893049778460563 +1.6559642190578883 +1.6167275014900897 +-0.49823796316206004 +0.40223087725234974 +1.4559761793606512 +0.7236568957852888 +-0.2548920300275202 +-0.14095301516480713 +0.06158918195974153 +-0.26041230200130605 +-1.0278285199394668 +-0.23360156802207643 +-0.503409998525749 +-1.0999332247862568 +0.5589983615338773 +-1.2999295842580767 +-0.8025614656398605 +0.3556318758785385 +2.5187639458575717 +-0.15061379444723733 +0.766636975915487 +-1.6920482866719269 +1.921409222798019 +-0.2632738633936851 +0.27394162323708876 +-0.8260537748032502 +0.04489024890425658 +-0.7479804789777162 +-0.7340733808296193 +-1.538079546900326 +0.20294220865026374 +1.596189393153832 +0.8261109495006451 +-0.6010152902726054 +-0.36330905955658577 +0.3614869291194198 +0.20283835175449738 +1.2405798065136842 +1.2510204908970206 +0.42835104140099045 +-0.17895393241367502 +0.35750613200705705 +-0.6314084314248267 +0.5624621779206375 +-0.057055625407454846 +-0.10979011369941306 +0.2562072352518493 +0.2256465890122437 +0.3945224027464902 +1.0160138866146284 +0.2801587284031827 +0.9192658315133097 +-0.1514639044105691 +0.9699558953678652 +0.08148015919316012 +0.5050824716162481 +1.139108425065104 +0.03641755451926883 +-0.5365920478962611 +0.44509755659605443 +0.4099476173511071 +0.905351655887507 +0.5268455559586789 +0.7194863902986379 +1.0423810664577826 +-0.0032271572454820596 +1.464761603892653 +-0.6588537736278611 +-0.7119650656869811 +1.02280621269989 +-0.883699697424426 +1.8609379353604651 +-0.11669191214753075 +-0.5631406225085741 +0.2844777683572035 +0.7425893763867423 +0.4607495076149158 +1.8682374219794549 +0.619610340113273 +0.33323462217259076 +-1.0966334272277427 +-0.3069867700879242 +1.15856005448169 +-1.0161904785728675 +-0.07776648731084829 +-1.0499181710555556 +0.38865504747550206 +-0.26665552744885834 +-0.5115545513635241 +-0.9635786876492439 +1.5773878827507453 +0.9011193162206129 +0.45705458483079897 +0.13137936181707052 +-0.6209678256791414 +-0.07379927046005677 +0.2562767163772238 +0.6706883563857331 +-0.2758913818777067 +-0.923912923163842 +-0.0023602975091726736 +0.4565247538771343 +-1.0109087622259894 +-0.9809442222178293 +0.30133181650951835 +-0.7829534513476384 +0.539513825718215 +0.7671779053743107 +-0.3766677176657534 +-0.49179785782290003 +0.8724065336542289 +-0.22193950075307417 +1.1393974813421575 +0.19530451483240333 +0.6660746701841865 +1.2932836455977956 +0.4510889122797667 +0.758586411154234 +0.1768909498521664 +-0.36378806706414285 +-0.7422070548180743 +-0.33341558076617467 +1.441605431718026 +-0.6266122611522411 diff --git a/src/test/resources/regression/splice/predictions_L1R_L2LOSS_SVC_bias_1 b/src/test/resources/regression/splice/predictions_L1R_L2LOSS_SVC_bias_1 new file mode 100644 index 0000000..6eb7413 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L1R_L2LOSS_SVC_bias_1 @@ -0,0 +1,2175 @@ +-0.36700673549574797 +-1.6967915725117575 +0.830432321475129 +-0.5513069465138729 +-0.7833838883318036 +1.5677270344155292 +-1.0088282268391098 +-0.5727559254577914 +-1.045960312352727 +0.47516299097144654 +1.3201496908509194 +-1.3462840683392556 +-0.44532739051472064 +-0.4592963901182014 +-1.033607463519099 +-0.9797041019598827 +-0.5147030680388958 +-0.4465618141892796 +-0.6001358358489697 +-0.4594327742655952 +-0.8981259294989123 +-0.2846573757139646 +-0.25044307859292 +1.3706637650414961 +0.09181347807960802 +-0.8644856354584622 +-0.6245727825660059 +0.8813408048870028 +-1.0701818990995788 +-1.065109568270915 +-0.6129262484377369 +0.7297134903250426 +-0.8544136698928209 +0.39205205688270334 +1.7193595855870432 +1.1653275872898285 +2.098008707003402 +-0.8275339054224227 +-0.6147804408306923 +-0.5341631074402717 +1.285341425314987 +-0.5362516450533312 +-0.7212857798277255 +0.7529858132098874 +-0.39107929740243713 +0.8861913940247299 +1.7301211445164264 +0.35709577738242443 +0.36948987529883787 +0.14528766253484193 +1.0116642218213239 +-0.7043708913242437 +0.723446905367009 +0.20057377135532165 +-0.3428497911477813 +0.642382698205942 +0.6541748376088787 +-0.7217246940141817 +1.339567061994394 +-1.29036304437365 +1.1588271803334642 +0.7683068576892851 +-0.779969676849604 +-0.5304237245726926 +1.184411825007847 +-0.12058421950034759 +0.8727892663206374 +-1.015758810478056 +2.10404342540139 +-1.2955776783739645 +-0.010496998473194102 +-0.9127453285892955 +0.8951694406412247 +-0.010902793899031621 +-0.25262332495837747 +0.1711092098979281 +0.35754210121057817 +-0.4481245648291105 +0.9606805011062978 +0.41307686460459137 +0.26108888375616895 +-0.4039933981883342 +-1.0156046417512603 +-0.5341631074402717 +-0.5131318367393944 +0.8715240421692898 +0.1750029865812866 +0.21528710090508027 +-1.203424544784855 +0.6880149771126214 +-0.7504984331306792 +-0.06754802600005666 +1.0581378197141578 +-0.22589955840186776 +-1.0689010573365527 +-0.2948524276059839 +0.8210348257904376 +0.8796894133636477 +1.9293538599801074 +0.45034973329701594 +0.7964485553241958 +-0.13417556158428634 +0.001664948020670104 +-0.6999190059571876 +-0.9037950040689915 +-1.726873734701919 +1.0795059346768103 +1.0529779287806529 +1.2455421714904973 +0.0712142128366445 +-1.2988319540099356 +-0.7620709624415904 +0.5708085284103667 +-0.39973923829132024 +0.0353008080512649 +0.4762617193870061 +-0.24939646398841903 +-0.4345717923415267 +-1.2195107419573776 +-0.34553681029140854 +1.069185865418942 +0.9391045424598268 +-0.5427535316491605 +-1.1384361493167086 +-0.8644856354584622 +-0.8351213222413261 +-0.685370892961848 +0.39213654223989725 +1.342659674782951 +-0.4826417261427382 +-0.32082810973397213 +1.7765966153594768 +1.2909164667859474 +0.6299057151392267 +-0.8420490756727566 +1.8879637037571455 +-1.5029464378454096 +1.1482750813407638 +-0.6078471449087925 +-0.3151042986774681 +2.3554595518362276 +-0.11101261472114982 +-0.11251410149008606 +-0.002587989679608188 +-0.6394629247372041 +0.9796126477155034 +0.3916239583130964 +0.4662495699371277 +-0.8296024096467158 +-0.23390097411309768 +0.8673913929229424 +1.7092132776782618 +-1.139905421137877 +-0.6910011986371207 +0.2755568682002626 +0.626941865466823 +1.7612124581319393 +1.2979051736175073 +0.8286822520394477 +-0.19688419305412325 +1.0413231797060265 +-0.2554679697742444 +-0.26387286049771896 +-0.3605520804062599 +1.3339628803735428 +-0.1170127748584211 +-0.008477561788563098 +1.6208751254990605 +0.5263817095099006 +-0.5240613558179277 +-1.2731554251499893 +-0.04171330129183082 +-0.09403786364085093 +0.33086214456500335 +-1.167895500210859 +-0.6887420511959808 +-0.20488047181141833 +-0.5659656416630003 +-0.6953803756856289 +0.6635167965748738 +0.6575849422733007 +-0.883656813242343 +0.399086914849318 +1.172765917931143 +-0.5256919285750452 +-0.4217037650023156 +0.32546845722393203 +-0.07128050895243973 +0.7728592496498428 +0.04561574777927799 +0.7578688853408921 +0.3265337263894551 +-0.3831206495812021 +-0.13011112238698747 +1.122877019956808 +-0.13078886738643852 +-0.6385008789670534 +-1.288377340219507 +-0.19021523311134608 +-1.2612603197187022 +1.0868155273041398 +0.7906594923888131 +1.3602590156276217 +0.20895377834994217 +1.4298033259233327 +-0.03158436914108864 +0.5108557163676807 +-0.2519932912069776 +1.4200910351191078 +0.36655851894305747 +-0.36251744623416843 +1.5491503877618855 +-0.6029650904636503 +-0.8644856354584622 +-0.35472841778650294 +-0.9036819414802664 +0.012170243305334671 +0.5535676141411396 +-0.6505100272705568 +1.8576185103646392 +-0.2914983686614084 +-0.7196302026992893 +0.49948069521780103 +-0.6348668356257514 +-0.48492023924084976 +-0.18532419633592273 +-0.5055185432999303 +-0.39035847859079736 +0.22831021436229518 +1.0751205005497042 +0.5833912686944971 +0.00784474627193632 +0.667879173996416 +0.7104929776907158 +0.09599075025295534 +0.8218584390681232 +0.7540532668052256 +1.1479303462863868 +0.25084149040435455 +1.7019689870955412 +0.16225481013746212 +-0.6071333901462135 +-0.055879875535398804 +0.2651309165719878 +-0.5128070425860567 +-0.32537651690087427 +0.45305734533370673 +-1.0144206223794294 +-0.5206355954919812 +0.7401724940633954 +-0.3889027697933118 +0.2693459250767528 +0.9161560763995205 +-0.6879016048962332 +2.3638705196524663 +0.3693876488266091 +-1.3292291506047276 +0.4568052967633011 +-0.3301195009688213 +-0.5828466413047109 +-1.0512074815923307 +1.7315077123982319 +0.3559119959415689 +0.6182050690470978 +0.5937729550603934 +-0.6767029285920902 +0.8510201952736058 +0.6346953675369784 +0.44580750846261386 +-0.8361631016974407 +1.5855137737378757 +0.6440326069753792 +-0.27867645765907817 +-1.682798134248077 +-0.7182126153441855 +0.32261346672267444 +-0.5441132838223344 +-1.091658670556171 +1.9833991451508395 +0.6144162972908815 +1.1255311458928554 +-0.864753841480332 +-0.3698558782611307 +-0.1882554656600282 +0.13431884763269794 +0.8031239326514226 +0.3597986566584375 +0.5326436874918661 +1.0386588151673126 +1.5118264112301874 +-0.6639723812261189 +-0.8351213222413261 +-0.28850308473812974 +1.5288184273289585 +-0.06607563178577114 +0.34231043118822513 +1.3477566311189868 +1.1183346402292378 +-0.2587896638686465 +-0.2980434731956228 +0.607061051173128 +1.1881272968253505 +-1.2808241906934505 +-0.16785045151221112 +-0.6159993030170483 +-0.5924756073082502 +0.3965092099877532 +0.3231148270968155 +-0.2613330909122915 +-0.08405534449094948 +1.0837793628638952 +0.6879267679824053 +2.116624740553119 +-0.6390860948429882 +1.0693949204489215 +1.03748706813435 +1.930888992477648 +1.4899028341928984 +0.6283371197828369 +-1.1745787861946617 +-1.1509277827986935 +-0.23365044350787512 +0.6062393759583293 +-0.4669832741928495 +-0.9172847099627706 +-0.5670272898044983 +-0.4252523546280777 +-1.7265924878822039 +0.10573309828797535 +-0.46886543868160063 +-0.45589618582958696 +1.1328840772087598 +-1.0141906125996152 +-0.974448515678026 +0.09091270634564963 +-0.3321455815872349 +0.9393797232596586 +-0.7833277107298449 +1.0653170285761477 +-1.056121249028798 +0.48436413574132803 +0.16749639591985496 +-0.401873382159515 +-0.277686466396511 +2.538856971027104 +0.01331029614477347 +0.8348805822442946 +0.792843644710002 +0.8496268821965711 +1.2156344991809556 +-0.20011580904755988 +-0.867952921823292 +-0.9232575170312829 +0.5324610611341052 +1.2359976752307575 +1.9677644634468678 +-0.8646389402800536 +0.2850290359991635 +-0.2905852029511287 +0.15615721182212922 +0.5006600230712878 +-1.093116264220962 +-0.4793321246726752 +-1.07006930839256 +0.3312746708023847 +-0.6350699935534205 +0.653160647866105 +-0.6922948335960943 +-0.5416353532673615 +0.18402543044371145 +-0.581411090425711 +-1.5456033688781536 +-0.2349229597722337 +-0.2560846791643627 +-1.2094477191087152 +-0.7792665326777903 +0.16942680703979407 +0.08832124395989056 +0.9148975718734254 +0.4432718309343985 +0.5024150035308244 +1.3685908438064058 +0.1960529190754982 +0.44321057439862893 +-0.9036388350303013 +1.401786361923383 +1.4384451977477146 +-0.5179666954043936 +1.3544443205859489 +1.2518574205681607 +1.998734407789436 +1.499517245304579 +1.7943022343124133 +0.22571359490346105 +0.7976936425466683 +-0.12116774605071112 +0.15835942672459807 +-0.6203108852056431 +-0.12361724584056827 +0.9442063995848882 +-0.81474386395053 +1.030412196570479 +-0.17229537998277694 +-0.38649877476778843 +-0.1474622628707986 +-0.2901637222103251 +-1.0740010768664745 +1.9607254873221678 +-0.5356770294168578 +-0.22514470175269535 +1.1853192460230473 +1.629787511999943 +1.020943703966677 +-0.8161044838912297 +1.0717484474176646 +-0.5329024022545743 +0.7237486384579284 +1.4960547002718683 +0.1648585784821738 +0.011036316026307058 +-0.4021332007925164 +-0.16564060471274983 +0.40913238543400154 +0.4227259600129799 +-0.5470538054607663 +0.6982193002001065 +1.5024455008852826 +1.6523367760430239 +-1.356748089338278 +-0.10051021471034599 +0.6086251972080421 +1.2666860470569734 +2.021577935408538 +-0.6197639730037638 +0.24657963892601298 +-1.324587515266653 +0.4148025515242102 +-0.541532008381165 +-1.3830207394309535 +-0.3355286452064747 +0.15685024968776204 +-1.0702947141689503 +-0.510181403073775 +0.5259644632852796 +0.6009852249271268 +1.7120625255054271 +-1.4668635073367762 +-0.7296492198332658 +0.10305367720283863 +0.39712122824876217 +-0.45256107775531235 +-0.7496975909127164 +-0.26829348884031673 +-0.35592944129512744 +-0.19087052332049187 +1.4722961580481466 +0.6482836836218593 +-1.0855156810066966 +0.9968477833478895 +-1.0740010768664745 +0.8216007512243109 +0.5896571262477031 +0.10003182624280182 +0.6491455905577977 +0.4504038776354755 +0.47232833689452963 +0.03318298046353002 +-0.3345863487714645 +0.19838588913053656 +0.4737110164855205 +0.5051617498918215 +-0.48771155017193674 +0.16575028934887936 +0.05324672333951136 +-1.4858044446529812 +1.6001921825974008 +-0.3650238971250314 +0.24238248432021825 +0.7800635956344044 +-0.11033510048232176 +1.4009564252966296 +-0.055614559741601316 +1.1792889815314214 +0.41397671858149665 +1.7561846740238152 +-0.4412218851837851 +-1.0788592371032466 +-0.5009349318299505 +-0.4052722639756721 +-0.36117630805454076 +-0.2518390173047656 +1.1245527783453495 +-1.2869124293339713 +0.9030106204678534 +-1.574245293260099 +0.682301734455321 +0.20431830649960325 +1.4691649350418525 +-0.8877724680136534 +-0.21358369560340001 +-0.28661895765858575 +0.26574461900310253 +-1.2706298579673934 +0.7782780081934433 +0.5287052499115337 +0.5066852107150407 +-0.7429135262911406 +0.6571523626040137 +0.7515849037261428 +-0.9449083394361197 +0.03321034510222054 +-0.11152405743015137 +-1.0644978074453049 +-0.263926581653488 +1.9821556266470794 +-0.4345155264065274 +-0.8951052504936672 +-1.0291666546720584 +0.12997397785491016 +0.5186258955140297 +0.35402865735769967 +1.775781398490213 +0.040745158191889175 +-0.709357542626921 +-0.5848805190288862 +-0.3345887616131146 +-0.7748269649686399 +1.5873639486691553 +0.47663734443805644 +-0.10286119497196228 +0.8944057493559205 +1.541472264242014 +0.9866619181515659 +0.01776914787315756 +-0.677102408375529 +-0.2504012001918686 +-0.38580050932750404 +-0.1474622628707986 +0.4720178659544919 +0.02146287176520384 +0.7513732871915895 +0.3522396883738439 +0.004603823982687688 +-0.5395127981634025 +-0.5710711511434015 +-1.204046680977738 +0.7934313349797708 +-0.17404303938938787 +1.2894175832140917 +0.04154051422864796 +0.14722441066921332 +0.20411316897220758 +0.9795631302224006 +1.4774832819287225 +-0.6937014967496826 +-0.9322936712384433 +-0.5731862434164099 +-0.6884535795835514 +-0.8627858690203598 +-0.038024192906880805 +0.5940265111301515 +0.24710630035407505 +0.4453075395172596 +-0.18818746175310547 +-0.41078367830820933 +0.747920252769714 +-0.41083461764038004 +-0.5611452964841734 +-0.9717144757543965 +1.1738402591684451 +0.3021825966340459 +0.06384544181950325 +-0.21317946607438443 +-0.6245428837658391 +0.45221043340959677 +0.1348321215896509 +1.393928409845027 +0.5848170539650366 +1.248811024626208 +-0.786071153147087 +-0.5264865092943412 +0.530227738906644 +0.03836583048476905 +1.3300736735502185 +-0.21040772561752047 +0.6209290460064965 +-0.8880019101962147 +-0.5745641118580385 +-0.9033754519218573 +-0.8136013157088227 +-0.5909906357457273 +0.5148225302934399 +-0.44583338405979606 +-0.9814481805989641 +2.253235810847653 +2.0175385091113824 +1.120584107917552 +-0.08532159406480921 +-0.1216848125797137 +-0.3983648571365839 +0.9865592661908982 +1.1588394582138415 +-0.9970707746729675 +-0.866988944190614 +-0.39281557443968357 +-0.007835405047185079 +1.2000894422743962 +-0.3000449992006254 +-0.025383723955797466 +0.8502335510700889 +-0.2731006097666207 +1.2091419890775221 +-0.6796024520153789 +0.5688845011408572 +-0.5416353532673615 +1.2537974937278025 +-0.6279993954671448 +-0.4710031820183042 +0.15194213437011944 +-0.8100166528568657 +0.4113084390331271 +-0.6684266363476201 +1.2903757886478056 +0.3507390987030561 +1.013037403935747 +0.419105243812424 +-0.291956497814531 +1.3749971908478027 +0.21288362467520244 +0.20169080910994824 +-0.9897512814110099 +0.6279428980892701 +-1.1325845607965792 +0.2639717639343656 +0.9827340460630958 +-0.8633336486467755 +-0.4361497611889154 +-0.7486669773643093 +-0.798579822133298 +0.09463223210185831 +0.22934889904454342 +1.0624965011844134 +1.4643662344164181 +0.27038111962746203 +-0.7620709624415904 +-0.36973890230622847 +-0.6808572529814525 +0.5383472480614212 +-0.3864592115970868 +-0.7660963549739388 +0.7126056335042994 +0.09142501250848889 +0.5755404189316671 +1.6486315786516001 +-1.034590507300975 +-0.5581755581949497 +0.7513251051501724 +0.8119129938939429 +-1.056121249028798 +-0.1777033628980363 +-0.5632190273835043 +0.6696919481456267 +-0.3184458992987211 +1.881043746807467 +-0.022228770012723414 +-1.541015959952241 +1.6175976495311304 +-0.7305842828163023 +-1.0831279923822874 +-1.1650749130957185 +-0.38080143548836326 +1.2165556494471266 +0.9947210009784555 +0.4528926979635304 +-0.2759058009462271 +-0.13396598866741832 +1.0475176432613347 +-1.2163609000764952 +0.007877682956818177 +2.242793109776587 +-0.6310510348349339 +1.2349376321874532 +-0.05847487474870089 +0.6295112580012058 +0.14458582103470663 +0.20442565092374027 +0.7510903592374327 +1.5598063255933075 +-0.8993198353097545 +-1.535761380948798 +-0.33681432546339835 +-0.4778744456579593 +0.8485110865361138 +-0.9037950040689915 +0.37162559095829095 +0.6264842840524192 +0.8947839675904752 +0.1289305110590282 +-1.0219197731674556 +1.0901963588392682 +-0.4875435451014211 +-0.01322156399650018 +0.7379813072920214 +-1.713305691683332 +-0.23058121289811973 +-0.5957708247634981 +-1.4240406286462453 +0.5419880985115721 +-1.0740010768664745 +-0.5752645702635826 +1.4002053059724504 +-0.824399084277704 +1.723870449673829 +-0.6928809598588315 +-0.39873141642285054 +-0.10807326047000188 +0.8390709481805905 +-0.4757963077417386 +1.0464455599619598 +0.75712946875542 +1.2140139587698153 +0.05173776347565215 +0.09832992832325642 +-0.9384805335902615 +-1.525222695658865 +0.08460638240355597 +-0.6198526319685578 +0.7495678318402079 +-0.6735310710614859 +-1.0669860201558576 +-0.359214273242557 +0.012170243305334671 +1.735715509169137 +-0.06607563178577114 +1.5531425335568476 +-0.2953937341671578 +0.7556771443770103 +1.0577631426638492 +0.5308487382359015 +0.21768144235262313 +-0.4483943476160562 +0.4880015874653472 +-0.8124511685750251 +0.9443048024250205 +-0.8838265693624887 +-0.6281368334722868 +0.7480964325516495 +1.3062665813412033 +-1.0380646033120737 +-0.3889027697933118 +0.848851569212965 +-0.05074192241815148 +-0.9539880054937224 +1.40067036535853 +-1.0211081453809623 +0.9786810130501924 +1.3818396612776673 +-0.1628285864705284 +-0.345338866440191 +-0.8481674543427182 +1.1338711094892127 +1.6472501614117376 +1.3586996575580066 +-0.42514253149473064 +-0.680264871387005 +-0.02678803297454438 +0.6144045372640796 +-0.5727559254577914 +-0.4496971087874571 +-0.40026084463806505 +-0.8057420889992819 +0.6267537367412684 +0.2216445259388034 +-0.6476621957181063 +-0.13448417128749285 +0.23513492221873375 +-0.6517762726439318 +1.3831376684073518 +-1.0354761962056132 +0.644074034821294 +-0.6106055204488656 +0.36389346413119894 +-1.316813407149982 +1.7129504027755487 +1.1657984563492714 +-1.3359770957597072 +0.13816828437638645 +0.2727945417135372 +-0.30445332378423556 +1.4383810374157224 +0.45634400364782096 +1.7207267401251551 +0.21400722280995216 +-1.418161051722678 +1.3088147216217016 +0.813760828732103 +-0.8390072330314013 +1.347126600753069 +-0.395365451831352 +-0.6916783393113641 +0.7395301023671939 +-0.3864592115970868 +0.9792524187364671 +1.5271620237291883 +1.481308986405318 +1.271685046310256 +-0.25189831761872705 +-1.246766224800078 +-0.9374281658774162 +0.41773568428257485 +-1.1479506971023972 +1.4380034765627983 +1.8333135018504743 +1.457434651877021 +1.5213217961753098 +-0.6339557786378114 +0.23277147517226607 +-0.641910740526376 +0.8363060702896143 +0.8017146677623388 +0.1097372694301677 +0.05524515945815808 +-0.8728728280490659 +-0.6101483554293807 +1.0728211884223224 +-1.0993734059653386 +-0.06317188309622354 +0.5557200582166028 +-0.8449049511592737 +-0.9868909859335722 +-0.051041185447972315 +1.103056415510996 +-0.16783904177535147 +0.9534685775635263 +0.36887110926915817 +-0.1505755299247461 +0.9653516511522162 +1.5451070000387934 +-1.4191565333981977 +1.1144557970438305 +0.7457205137421281 +-0.6808179331854995 +-0.3452066709635569 +1.1926811405864213 +0.3895957501210407 +-1.5029464378454096 +0.5979408335501591 +1.3006886724747848 +1.5809413900481337 +0.44572645516792847 +1.0232241322450897 +-0.7406167219990243 +0.28106023734520064 +1.4303893393828642 +1.228372055682058 +1.045172175714664 +-0.4620123821354493 +0.29364849083643507 +0.5043445459790431 +1.3721910162644395 +1.9564274113092777 +-0.38494893496224886 +-1.5301226350366677 +1.218442167829969 +0.9329607047303272 +1.3458353143935937 +1.98767794451469 +-0.5138897204244601 +-0.4383326773855383 +-0.1892611542051661 +2.352746669309095 +-0.7011521130567815 +-1.22172483453119 +-0.5178694620248314 +0.520737249724821 +-0.82933765018116 +1.5618823814745633 +-0.2915408504058442 +-1.0953028074417333 +-0.47817882802215134 +-0.1049176022059935 +-1.426736655016288 +1.4989594957750676 +0.9457313469453361 +-0.9511258138001024 +-0.39753710182826313 +0.031648282097600205 +-0.28436200635001874 +0.02255319418684859 +0.9485704147740608 +1.163479060924807 +-0.8447887866476351 +-1.2335450343105487 +-0.5433008149287368 +-0.5375902767583365 +-1.0693325738839063 +-0.5883353010954688 +-0.9387107199300937 +-0.10161549612513054 +-1.0716212783679386 +-1.244231957300821 +0.8031153279620074 +0.1909276412518481 +-0.9063452666603846 +0.8695863987710231 +2.0975073723830464 +-0.8915599152273548 +1.4703838991959004 +0.3932832233091196 +-0.5064836979667464 +1.5399913403168997 +-0.37296942558341223 +-0.5986781111757629 +-0.44926415351597976 +-0.6057602605439119 +-0.5547425359658533 +0.8813385556188924 +0.47012830415052254 +-0.5451255312457925 +0.16604726078842622 +-0.8159630587396387 +-0.40822327151585996 +-1.2424151091360074 +-0.884246559845695 +0.33799737586290013 +-0.5050405939192384 +0.11984249406722286 +-0.6303463499694846 +-0.3315910952950863 +0.046339175891116746 +-0.20094380234289405 +-0.5389001239078435 +0.2488467973353603 +0.6954916151789843 +-0.5523218560183425 +-0.7512205924222064 +-0.10613371981545511 +0.38532911473144593 +0.8536155435065249 +-0.7334357221961771 +0.34224230737621597 +-0.5594786238195912 +-0.5264865092943412 +-0.8233513766989391 +-0.9922253601515836 +2.5284076016580217 +0.04242044268589157 +0.5699090450390731 +-0.7715070522924146 +-0.7435908499534456 +0.9278226499812301 +-0.5055185432999303 +0.50376828868853 +-0.11251410149008606 +1.246330445582448 +0.23604758594267963 +-0.14805631208935172 +1.0531466168079118 +-1.3827004660093938 +-0.6103499230951037 +0.11312101214269496 +1.0142553245178998 +-0.32385655124099283 +1.4430666765636488 +1.0978243237375898 +-0.07950647227784347 +1.3269996081749025 +-0.8636192959488744 +0.04660821655884023 +-0.6276562564311361 +0.2909072419693035 +0.33040364624348306 +0.49873620360517684 +-0.9692904489642027 +0.22539992462022418 +-0.13962437746261364 +-1.2807344153019342 +-0.8585458750898924 +0.23062539217120265 +0.10310365967007246 +-1.2282073983187478 +-0.7439382967288712 +0.16128335640645006 +-0.4221158706484344 +-0.6356598019857265 +0.945689364287094 +1.2315022581468429 +0.4244438561916928 +-1.004530935094974 +-0.9445062836767013 +-1.0831279923822874 +-0.15133722704322933 +-1.0161672438211458 +0.3951507834797522 +-0.37341683834671674 +-0.07384008653308233 +1.7466959883756832 +0.14455900717222087 +0.7378911569652962 +0.25443852183591487 +0.2619870149155421 +-0.054764526686604253 +1.1335980789821138 +-1.7827522956404875 +1.6208039452820133 +-0.6062922240796673 +1.6305314757444824 +0.6022279265291881 +1.4881296882981145 +0.014463037734181061 +0.3452611674805173 +0.4967332197800875 +0.4617833069308676 +2.289200667206298 +-1.2512870917129335 +1.1772596027009243 +-0.701399616413664 +-0.39771530976557395 +1.988981845217672 +-0.12540720344958373 +0.5737986264390852 +-0.4186844358001473 +0.5557107365930605 +0.3189259289784687 +-0.19576722543439057 +-0.5604709604853804 +0.42190815212375055 +1.2589276907921378 +0.17568294070352672 +1.733921247092701 +-0.8749501353076008 +0.5318224959166191 +-0.40647459740261266 +0.24474567677118936 +-0.8077567908116434 +-0.35090574898624766 +-0.6358170239214 +-0.9498723531280375 +1.2465268405283707 +-1.1330416031090573 +-1.0728585790015555 +-0.9482559292358046 +0.5260236937357075 +0.1756950417277734 +0.3121441255075025 +0.7962695663102723 +-1.1892698297247621 +-1.2808241906934505 +0.6207898583602848 +0.4332476012531123 +-0.20011580904755988 +-0.1474622628707986 +1.2298025556954038 +-0.016005275548104797 +1.084985746993386 +-0.18931801561798367 +1.2181808940896168 +-0.7821913656482418 +-0.4336113757137235 +-0.06317188309622354 +1.0271679809967047 +-0.43505092279496876 +-1.905311247669176 +0.7968411211818882 +-0.4399265076301658 +1.0287318981772309 +0.3205659414215772 +0.2554689753336835 +0.14740839716480986 +-0.8146581361548864 +-0.1537132404263667 +-0.5299040697377069 +0.1519144376056392 +-1.2216046830664706 +0.2672215744391936 +1.1954848155792621 +-0.4169539047080916 +1.279897774475607 +1.9482247513293447 +-1.105107771944955 +1.341672386331224 +-0.8784059241147595 +-0.5242698331351756 +0.1774744004863815 +0.10853304029875872 +-0.5953434537463134 +1.0592033122636983 +-1.3487604665199222 +-0.6033636839639593 +0.32313262110961305 +1.9715072489394205 +-0.42378709614682547 +-0.8324047294151151 +-0.9720306629350073 +-0.7328583099873076 +-0.13310207596558582 +-1.2935377324002109 +-1.1423771781884804 +0.7494764764858655 +0.5242023033234984 +0.35457397584180955 +0.07389875317888907 +-0.6580552870511083 +-0.8089581357096192 +0.9485664320589609 +-0.9582999978671116 +0.20642135431728803 +1.0143829396757158 +-0.16526784232960767 +0.5934526850205499 +0.3415100461486893 +0.8825285863480048 +-0.14911366555603311 +0.12467447470027324 +-0.19759945957419578 +1.9564400185188677 +0.44950260012033666 +-0.603302210516417 +0.6565580550737418 +-1.1334262521996825 +-0.9498723531280375 +-0.2756070071504258 +-1.1698996445446441 +0.8587900949622378 +-1.2299868625868393 +-0.1270572776642241 +1.3184089379322341 +0.3456616899978514 +0.2664998847686406 +-0.7486669773643093 +0.791225473754684 +0.7494134972413857 +1.7710939781142299 +0.061979309384961476 +-0.21847353360521893 +-0.06317188309622354 +-1.0161672438211458 +1.4350444576392452 +0.3033976823538565 +-0.6836107218224756 +0.026760241006019786 +-0.9713824258447854 +0.019797849113846577 +-0.5944245110032216 +1.1219154700829508 +-0.8946644321359649 +0.9709896579575299 +1.021448895201857 +-0.33054857048045944 +1.5525790946074036 +-0.22759927549256864 +-0.13677265795744814 +0.05608605023590155 +0.9407193337792623 +-0.8823213655887754 +0.45301619211503497 +-0.09985272537306361 +0.11082114629915693 +1.333706030302497 +0.012170243305334671 +0.3571075970672519 +-0.31480062428108263 +1.6751378973427193 +1.683762266435922 +-0.691169375094278 +2.1773716715606914 +0.7326895999459364 +-0.9511258138001024 +-2.003215252599725 +0.4045700893080424 +-0.8738541837929898 +-0.02538048916916713 +-1.2215206807210504 +0.9477283739276421 +0.2617201005077605 +0.713211447694786 +-1.1825442351801203 +0.12325449128362201 +-0.4361497611889154 +0.511147878545856 +0.10531413160772615 +-1.1532350636973443 +-1.101235577331522 +-0.9715585441896559 +0.0747848920492314 +-0.468876417072049 +-1.7552807539223405 +-1.6790235825218425 +-1.1331737904724049 +-0.37689761278960127 +0.5825151772962138 +-0.5349199246276337 +1.4262091779536736 +0.8203733946948846 +1.8576324931019854 +-0.2533776819087589 +-0.5801052983326331 +-0.2816401953877508 +1.1470193138083984 +1.46139445097732 +0.809444488499645 +0.8603500524736762 +-0.4090995103425911 +-0.4623957357678699 +0.4326690172508779 +-0.11251410149008606 +-0.5470538054607663 +0.6457292809289981 +0.27152054342123033 +0.09422007802594465 +-0.005110610513732655 +1.2924130804405245 +0.03969508764365365 +0.9094718655430776 +-0.6039412365213224 +0.6022909263434397 +-0.47119901167111294 +-0.5470538054607663 +-0.6110590276807124 +0.09219207722059933 +0.6018823302899701 +-0.7003068876367211 +-0.35579669815821396 +-0.2553217706139685 +0.39543016392606023 +0.2923147340023384 +-1.0376768802191598 +0.12465823403495642 +0.8201292346546427 +0.04247486320219132 +0.8060785720610018 +-0.18454747937605342 +0.3625405360885405 +0.22459362865496849 +0.5507805853792349 +0.21296074475980825 +1.8672794386909408 +-0.7395725133454905 +-0.23664112136397097 +0.483812744035569 +-0.08566396443400581 +-0.582352483519937 +-0.6134894254269476 +1.3084693267890641 +-1.0822654494735044 +-0.4502076513420525 +-0.8958431615546618 +1.1445611859512281 +0.17496679920630476 +-0.5893721946775592 +0.023695837797907404 +0.8747963756769095 +1.021291530420297 +0.38255879676643467 +0.3019949371630769 +-0.2113545459133298 +-0.9838835020508896 +0.20057377135532165 +0.20666313624119995 +1.3999957116689423 +0.5503591319630736 +-0.7556603039928429 +0.1394459729543821 +-0.5009349318299505 +-0.8401843180622919 +0.1705822647368055 +-0.2678933712295715 +-0.9953353480463312 +0.08852187281793081 +-0.46824912822905546 +0.16530471030343447 +0.723929110658017 +-0.023404250133334414 +-0.22345409082781353 +1.5136325393255678 +-0.5289409964036069 +0.9757549624856565 +0.004452448774016293 +0.24273154845172037 +0.15919704322453748 +0.25265857611818654 +0.6882612865347615 +-0.5113492920933509 +-0.7507869611372446 +-0.2040272337365101 +0.8433404159828772 +-0.19897698432319932 +0.48368025314401586 +-1.6656179774251052 +-0.2283251470998799 +0.8934535108239872 +-0.5589747000733714 +-1.249656940388627 +0.45419441340402467 +0.8065842035132418 +-5.900641627635816E-4 +0.4450582478356364 +-0.5828031641843177 +-0.4373130384559843 +1.0154453698598676 +-1.2096827985887586 +-0.6017398755051642 +-0.3707331781948761 +-0.7443437889454734 +0.31955506888299223 +0.23376408154575962 +-0.12134152177850499 +0.09937058982676053 +-0.2584840276641966 +0.49017545351819997 +0.03411093231779083 +0.9171003639543769 +-0.4051335719930082 +-0.557460823733972 +0.5738354118538322 +0.20251719599137907 +0.023437535634325102 +0.4941390415088238 +-0.8485186483770937 +0.7746805126666612 +0.6512615580882943 +1.047444340144144 +-0.28620308005964623 +0.7379081039138176 +-0.05669883258641145 +-0.5875093267284566 +0.1182570114560851 +-0.5636331586455126 +1.1352294634220341 +0.2792855512627227 +0.0953809882583897 +-0.5065604631376566 +-1.7710453259372894 +0.455832489209514 +-0.8408738163848692 +-0.4361497611889154 +-0.9076329798599829 +-0.46323076531494517 +0.9533354714123183 +1.1778584723980465 +0.8880502493151687 +1.8823988240937262 +0.2606593293955146 +0.8963024956626395 +0.744004072512586 +-0.6281368334722868 +1.489963860792819 +0.8959943464640487 +-0.6720843605677806 +0.47085365010526875 +0.08940453199413194 +0.08907010185415097 +1.0694075767152735 +0.9303478656689772 +1.1198849964629338 +-0.7730922788916312 +-0.4784742443336844 +-0.07677927147388669 +0.3435277512288195 +-0.12408531428429204 +-0.4933954681648491 +-0.31850848725308184 +1.0287318981772309 +0.1855646566483124 +0.13497727646353772 +-0.45138295659568967 +0.029071758871580533 +-0.8198558863889662 +-0.1653462917164779 +0.4260784336003977 +-0.786071153147087 +0.702970469345171 +-0.5116639792023503 +0.5970654152874367 +0.33173771142668673 +-0.9263250560635024 +-0.042470678349110585 +-0.7350337272950542 +0.017369734831819916 +-1.1508132224545264 +-0.5619341001889087 +0.7579616510350424 +0.389304840050805 +-0.9765876369568482 +-1.3717923544135855 +1.7640621744496323 +-0.6488714765919494 +-0.6682488760591272 +0.15897311751881046 +-0.9659838772937728 +0.19392076709306766 +0.2696140950889466 +1.7347328820489092 +1.0667277230688357 +0.16910384877705115 +-0.08564224640675738 +0.9487467924314716 +0.7706333524364515 +-0.6754532347262252 +-0.3728627803562738 +1.2668853187503095 +-0.14667023475080643 +-1.1736683871652631 +0.25227559526350296 +-0.5787568551671265 +0.883092783028905 +-0.626674330977395 +2.4283550753138847 +-0.4577624324368315 +-0.4217037650023156 +0.5282504286286835 +0.5053576691810886 +1.0759363338375636 +0.7825297551740407 +-0.5799549232583263 +0.927029090866587 +0.09181347807960802 +1.3148345338062428 +-1.0223598041582542 +-0.1689962785692533 +-0.05604563219905956 +0.01928871077489741 +0.04570693280757787 +-0.46406629004471117 +-0.036678875167008074 +-0.7931627024351773 +-0.20290353746080847 +-1.5915535890334955 +0.9297302582947515 +0.8244783649562488 +-0.8481674543427182 +0.06699645217038183 +1.415893332197382 +-0.6144920647514662 +0.6328143047051487 +-0.6891301926827553 +-0.07677927147388669 +-0.7456930298800373 +1.352200502367555 +1.7999366723289876 +1.3169973246946214 +0.19891058716741072 +0.8061551448435449 +0.07518490824696296 +0.1239925090023817 +-0.9995113961844153 +0.6117881384805723 +-1.1127959984474638 +-0.8185193908890094 +0.4768545139529395 +2.812358282433922 +-0.7447481252347519 +0.3782835085181758 +-0.13017658376166047 +0.12899283375834858 +0.2035733180456328 +-0.42378709614682547 +0.502030812823246 +-0.30480469508279145 +0.3907181758135967 +-0.46559982370053293 +1.0542259550138202 +-0.39223433380198763 +-0.9381612391575576 +-0.14852622535074722 +1.0364285772378026 +0.21155715735368164 +-0.5627336740751048 +-0.6600507998485532 +-0.45679265860562707 +0.9994812087445406 +-0.14852622535074722 +-0.7451015719512126 +1.1587532322954877 +0.07033660282343793 +-1.4819772063029415 +0.17673762789031822 +-1.0922799295770347 +-0.39591904171644726 +0.4842022025432249 +6.116544010619784E-4 +1.0840894528569072 +1.2299323683361967 +-0.5813487827936938 +0.018898705560581097 +-0.8506192618097383 +-0.10088504482559263 +0.5721882207797409 +-0.7444849398149649 +0.14797210812328407 +-0.4741372143941271 +0.6004044263122927 +0.750552297409592 +-1.1490511433245498 +0.7839679308708798 +-0.22563614357952327 +1.9791109060021468 +-0.4989487898747465 +-0.11734764934181058 +-0.5610506550243006 +-0.7620709624415904 +1.2567756978824434 +-0.3140915185587869 +-1.2833973125666016 +-0.771270540486471 +0.22093928469857255 +-0.310395564681828 +1.3779218792605983 +-0.015401877890130061 +0.4060132026351434 +-0.8651308608706081 +1.341783683753021 +0.1710019593919201 +0.5089067771028364 +-0.5659656416630003 +0.628981637690203 +-0.906433400444639 +1.8654055430213394 +0.9886609168404756 +-0.3112123985209003 +-0.817546374436537 +-0.8318858963340017 +-1.0274195123049938 +0.035294262127553905 +-0.4835705456716452 +1.1106588298171924 +-0.16766871638813785 +0.8048616775746238 +-0.5725958994561906 +1.1326857827473276 +-0.6580552870511083 +0.44849459174344675 +-0.10884847426273125 +-1.5908690798454794 +0.3227547790975958 +0.768721596643325 +-0.5154908058083618 +1.365176717037987 +1.3527511659037672 +-0.10940172139568011 +1.0729682163327265 +1.0903469905425403 +-0.2843205259065377 +-1.1652229258197992 +1.7161071765950242 +-0.832669666418999 +-0.5752645702635826 +0.3022897690597729 +-0.10377915026422296 +-1.0362341833349036 +0.15373499607932584 +1.4016646972763336 +-0.8407171055870852 +0.099372682854794 +-0.355785769455293 +-0.8146581361548864 +0.02058620602625527 +0.21244328498182619 +1.2430700033236497 +-0.8213711790328304 +0.029437558824822185 +1.2663453298954017 +1.4019193566247983 +0.17209245261169423 +0.2748567655860667 +0.6811211519796927 +0.2812627656348423 +-0.5206788355373486 +1.02720453876175 +1.2832707509457513 +0.15382899990398252 +-0.20124841539503002 +-0.5099627019766249 +-0.10323297325151604 +-0.5286188604735493 +-1.2942295300797682 +0.24401796140336296 +0.10101261679216042 +-0.400796962364431 +2.3543938295687963 +0.0020069091650959936 +0.5905698355374764 +1.6026655959363751 +-0.954232882917706 +-0.6737566626734663 +-0.7328583099873076 +-0.4702842493932236 +0.5283000504080826 +-0.40524286648944413 +1.815066208993464 +-0.35403296809145285 +-0.12367386610724596 +1.8619729350695235 +-0.296923115758756 +-0.21118551526846197 +0.11054847669638249 +-0.864897789792811 +1.0952497618027721 +0.39938666758364305 +-0.13805769233191134 +0.1498288818710308 +-0.23767526673582456 +-0.7821913656482418 +0.7703646664747312 +-1.3264396145863593 +1.2397809010597236 +0.5295052739281239 +0.4225528688150919 +-0.6234124862107384 +-0.23823090648312661 +0.24474567677118936 +-0.9289625247911653 +-0.10919561047876969 +0.8034179863024973 +0.6750697700351254 +0.14717838012450496 +-0.9415005456416572 +0.6876591926868976 +0.8651719644783866 +-0.8687482021686721 +0.507288202370419 +0.9275528186965201 +-0.42529901756083494 +-1.0617645252064998 +0.9720459762579456 +0.811920875589895 +-0.16488475176923195 +2.2902626959933667 +1.2055547649347755 +-0.6061961202407808 +1.1054440005600443 +-0.32713835924369744 +-0.9806249164026863 +-0.47119901167111294 +-1.1925341075493323 +0.7621669828318296 +-1.0976981664051888 +-1.1995254108672244 +-1.2805922840883548 +1.0384543083104432 +-0.06737554870853307 +2.089130890182187 +0.3196049140546795 +1.6018812215133755 +0.2334097865326067 +2.2496014245126563 +0.852440119267768 +0.5254575248925523 +0.5100364715184791 +0.19818969078022622 +0.3792889190870127 +0.17564855867091575 +0.22766853872962972 +0.12868280836940765 +0.7631309819697887 +-0.4252523546280777 +-0.7003810713192111 +2.276056907529084 +-0.39819877661568576 +-0.14666403871763373 +1.1435508255203677 +-0.11916857734620268 +0.11822257625010328 +-0.9971099375523009 +-0.7964939724290836 +0.5043445459790431 +1.0678715906830547 +-0.34251240699447466 +0.44323162075682465 +-0.7537049448973352 +0.7638953167581235 +-0.7410372916577908 +-1.0161672438211458 +1.4757885545142153 +0.08395267142866389 +0.8051214299368459 +-0.24116478864804358 +0.09181347807960802 +0.9193797133471291 +-0.8198558863889662 +0.46302218382088434 +0.973521982671812 +0.5945873493015559 +0.27833663933887864 +0.531221121730351 +-1.09463244779839 +0.4149587593042503 +4.945364737055091E-5 +-1.0831279923822874 +0.849357835624261 +-0.4633074579834981 +-0.734539923633728 +-1.3430042205024957 +0.4127796222582202 +0.08877342955813917 +-0.45789556946016213 +-0.6134894254269476 +-0.5957708247634981 +-0.11909682621088657 +-1.603221280244106 +0.47058277996202225 +0.6087315108153906 +2.0708321933937244 +0.3207386063803954 +-0.38968707163574984 +-0.9187350264784844 +0.4166516764223416 +-0.6799061493098855 +-0.6125192207104864 +-0.15987841015291776 +1.5332116604571986 +0.49470258312699356 +-0.4909386018135084 +1.038915149691579 +1.106217805505048 +0.17976715009662342 +1.9297242228033544 +-0.11165445653593048 +-0.6448757161012206 +-0.32537651690087427 +0.2269739672060421 +0.824704956398929 +0.4773668198297593 +0.9954730761903905 +-0.7280693754051366 +-0.49248010823151117 +0.13743919184459294 +-0.09904108383426691 +0.8042551972468268 +0.49120782384889045 +0.6709462178830063 +0.5773276402283007 +-0.4835404695150968 +-0.3832772249986625 +-0.33940184504461196 +1.5919013310142411 +-0.2869379995795287 +1.0109745237675813 +0.22923591048972355 +1.3886359163029052 +1.079251580242693 +0.6260504122783181 +-0.7045242846587243 +-0.1721718694098383 +0.26967503532932197 +-0.36252912589824476 +-0.5302176122674338 +-0.1987325866820278 +-0.37653447519289346 +0.217008892560028 +-0.5260486135725688 +0.9923488061604484 +0.26748938914995296 +-0.5841297575570845 +-0.21466987336683147 +-0.5063337176979974 +-0.07380561239565953 +0.7067349818363069 +-1.3624256604564682 +0.5718462245362184 +-0.730077334352282 +-0.5041003932107229 +-1.1272537372045837 +-0.9466905151976341 +0.41968931671220394 +-0.9128878251654431 +-0.3465516569483586 +-0.7358774413440707 +-0.6138034743486078 +1.716053340620147 +1.101843367108076 +-0.5778408012766865 +0.8976841961336792 +-0.6741905657114446 +-0.7956831417447787 +-0.9294488892165373 +0.8350768003705076 +-0.817789867548997 +0.8415517988619594 +0.19351154444608967 +-0.4361497611889154 +1.447199347118391 +-0.9178802226092229 +1.017247875844211 +0.3765668840609484 +0.7879858163879645 +0.8942485726725142 +-0.8673759045560299 +-1.4105993650069997 +0.04164668497862298 +2.079983562781597 +-0.7355669699423766 +-0.35579669815821396 +0.790648766195376 +0.7398423166037549 +-0.7102614161737761 +0.04695808530990753 +1.0514090740486883 +0.8170633648528756 +1.3083969856896949 +-0.5836952678133087 +-1.107815990684652 +-0.381273732801854 +0.7210871670348806 +-0.18173177901438314 +-1.0687545757653927 +-0.6679081593132272 +-0.3972398055752396 +2.4190044580276853 +0.7971260483085871 +-0.8640246102689897 +-0.7114420950859808 +0.15973721385295156 +-0.43519399293047717 +0.3368271951402508 +-0.6605023323154815 +-0.7758918748904109 +-1.0702947141689503 +0.4641610024163989 +-0.771143140015236 +0.8150083441872846 +0.5831408326778087 +0.8523637916532754 +-0.6966724617587485 +-0.4038600725205241 +1.2742526537530932 +0.08430331337547112 +1.1660797799945202 +-0.7952655967915474 +0.15198186330620386 +0.8210404426657021 +-0.08331508833262963 +-0.23106025410805558 +1.423515735092841 +-0.21856176735815097 +0.21768144235262313 +0.8373726714537071 +-0.6196887501070398 +-0.51608743086898 +-0.2846820689149513 +0.10915060085487151 +-0.9970883844483169 +-0.476836762639629 +-0.8392428814631165 +0.25558482257159193 +0.7196054876802604 +0.5359139649326514 +-0.7713009943741092 +0.7960227573570453 +-0.1660836326079571 +-1.029948698717437 +0.23283123065499675 +-0.6976085340242681 +1.3432112336302902 +0.17050997767695794 +-1.249656940388627 +-0.46856512861576377 +-0.6947570857793339 +0.1576970552936638 +-0.8701790066542927 +0.16130601192437521 +0.17443203189558665 +-0.8770176199417683 +0.567236456995927 +0.6263958860072971 +0.47196452916589576 +-0.451416741667323 +-0.6345461130394137 +-1.0497784349723238 +-0.8736655748524182 +0.3489307726613833 +0.011666227465452789 +-0.29660828048791066 +-0.7330812553375952 +-0.1491716431957597 +0.8526565919669804 +0.016499442836521966 +1.451040435387067 +1.3154102799724112 +-0.7328583099873076 +-0.16012029015150425 +0.38976590314250575 +0.3752155973998229 +-1.457669560351915 +0.5944260935412851 +1.1782698099369877 +0.48512518557393014 +-1.0952698791225843 +-0.797723298573058 +0.5903729999931311 +-0.16557486600976967 +-0.041016243024015436 +0.24641554602445925 +1.3307305382440087 +-0.9660790924065152 +0.6289664954530529 +-0.175023107907815 +-0.3695157861331679 +0.7410593667892624 +-0.4740967317712171 +-1.0394724555580572 +-0.015681917606873402 +1.2511715657654217 +-0.6573173666901309 +-0.5583675733576428 +0.012170243305334671 +1.673999155411698 +-0.10029225291425015 +-1.2808241906934505 +-0.581553360094508 +-0.6328385294443692 +0.7484767904222285 +0.1657820821920128 +-0.8893300457044364 +0.5202646227325671 +1.5131044030644165 +0.11221105485458069 +0.40970553981694363 +1.8608852524685706 +1.01078813944399 +0.6059253009266188 +0.11773427216906673 +-1.091658670556171 +-0.6382953118092052 +-0.016018308856576402 +-0.6255723616304278 +0.1432859255200692 +-0.9759734454361715 +-1.1899967722695912 +-0.48203213580516596 +-0.389975678390376 +0.008960630535448377 +0.2024201824903325 +0.3067014862498655 +2.104137113997828 +-0.06658021180752383 +-1.1785080017322584 +0.30281674588283936 +-1.3030481473217093 +-1.4416907303377084 +1.6791347956524203 +0.18695529651687132 +-0.5827122881283562 +1.136407412184233 +-0.8616612934936665 +0.3799260721978541 +0.3361662570038115 +0.07227648045989793 +0.7578860400630838 +-0.9498723531280375 +-0.6130892580081473 +-0.5185680185584511 +-0.4906114197351588 +1.2118216554117223 +1.2970474240516956 +0.2321925464477167 +-0.71137631290662 +1.3929633388935398 +-0.18296324123167035 +0.2580223517127317 +-1.2064025080899048 +0.43393584715434025 +0.5051617498918215 +-1.1736683871652631 +0.0953809882583897 +-0.13679623831707843 +-0.15506378208528832 +-1.29036304437365 +1.2626275840963903 +0.5979619691318416 +1.55894790895829 +-0.5960004819213833 +1.5291448560965226 +-1.0429056983142286 +0.49374473365552163 +0.4528155530657076 +0.6677573270408463 +0.06070733117251517 +0.11898781120479494 +0.4768436630170042 +1.1094082932158855 +0.6413120312709573 +-0.07193922492648011 +-0.32281844021953854 +-0.2935752935030688 +0.2646142772060509 +1.032493109636509 +1.2922808497264853 +0.13191364371763456 +-0.12540720344958373 +-0.8744807848090577 +1.48024636710056 +-0.5418278208262124 +0.3804195972800696 +2.34193986284678 +0.2815652795379519 +1.2417620899563857 +-0.1253344512143264 +0.6737938645000194 +-0.4681062671819118 +-0.5655460263847387 +0.4857647671104189 +1.230927543653593 +1.4786932166905038 +0.7869049293365737 +0.28983423761846316 +0.16830170271717612 +0.7530230970102594 +-0.8200552172464108 +-1.306305678516451 +-0.7328583099873076 +-0.6688198682443891 +1.7020785731331405 +-0.6382953118092052 +0.3154935584467599 +-0.36773609415167724 +0.9623582484492965 +-0.3864592115970868 +-0.14655402888090702 +1.3715023403532152 +1.1566873688358434 +0.1708212600871871 +-0.12359772087183668 +0.07685883530894103 +-0.9535844060358059 +1.0422905617731382 +-0.5285585619465762 +0.6324207195966648 +0.3427771853656003 +-1.1207459517001739 +-0.04532799291956635 +0.5056827504229819 +-0.2771697021636973 +1.2040138635489661 +1.1244840117166388 +0.47609314553860377 +1.4023391205624682 +-0.7833838883318036 +-0.7334357221961771 +0.31769251887415556 +-0.451416741667323 +1.8621821203497728 +0.15847915657449899 +0.41869756015696896 +1.2025853492700205 +0.39171110237055295 +-1.2054664004987083 +-0.43640099191835763 +0.3091729921867542 +-0.47496487947590377 +-1.4912382207767056 +1.6782889071338727 +1.5756746680985587 +-0.47332523385954833 +0.40484878240583055 +1.4600908942560495 +0.7277745283322308 +-0.24888099143285342 +-0.13789423863299305 +0.06197596421189848 +-0.2332408399565517 +-0.9698196982934846 +-0.22508935013834042 +-0.5731862434164099 +-1.0740010768664745 +0.5706375285910551 +-1.2559096443457591 +-0.7996548743695795 +0.35360028118936637 +2.5105804590187297 +-0.14787221637066034 +0.7571934592213381 +-1.7405459368470049 +1.926794641803639 +-0.3194953045125408 +0.30487282864974197 +-0.8360787262072771 +0.10631427324334765 +-0.7369161360411094 +-0.7074425044809134 +-1.5301226350366677 +0.19105471104270333 +1.6429911537047945 +0.8473380593126056 +-0.6125010936309396 +-0.33915225805931765 +0.41154400395674734 +0.2922330019940843 +1.1939254052677852 +1.282187304538149 +0.4143949551245011 +-0.2129718836923883 +0.36671840205110917 +-0.6006851210303352 +0.577683511620131 +-0.037245840306102035 +-0.10159603541774997 +0.23004985641712844 +0.1855646566483124 +0.43562748292779396 +0.9815719440676762 +0.31721056980076934 +0.9036905055425639 +-0.1825474883620835 +0.9747672633352511 +0.0372122515343527 +0.4956800524436434 +1.1642680156831404 +0.089675432061769 +-0.5357974774262069 +0.48052848139079263 +0.39938666758364305 +0.879954001506668 +0.5144319329258382 +0.7084693928754362 +1.009462533795619 +0.012031151281258784 +1.473998951649903 +-0.6246961466203149 +-0.7451015719512126 +1.032641040735245 +-0.8940829904152898 +1.7947342372475064 +-0.14667023475080643 +-0.5558270780627939 +0.27661538741352326 +0.7700677616706575 +0.4358255899742494 +1.8387756195876752 +0.6902810820411904 +0.2759106425632038 +-1.0922799295770347 +-0.30472237588124185 +1.2226297333153913 +-1.0208150168157721 +-0.0305601011642902 +-1.051830490329206 +0.4021132652715812 +-0.22818776655470074 +-0.4614087878078141 +-1.0060118077213753 +1.5492277571278725 +0.925280678436015 +0.46149555705505335 +0.192093708198598 +-0.6076241458153111 +-0.09683893154799639 +0.2715624368154108 +0.7034987339706651 +-0.2608440158452514 +-0.8977692211549728 +-0.0010825957669362007 +0.4642171164970719 +-1.0264217338244355 +-0.9562060935639813 +0.274262764427512 +-0.778338061029491 +0.5704859192015341 +0.7400410182739106 +-0.4021332007925164 +-0.48759855076384556 +0.864595150629335 +-0.24958603416107322 +1.1827356172474095 +0.16479348269219063 +0.7207496584115798 +1.313777840757046 +0.4101670723004399 +0.7657811751846026 +0.18270028006190783 +-0.4072791310853339 +-0.7006995950228907 +-0.37086208287580563 +1.4924517052843782 +-0.6139690072078845 diff --git a/src/test/resources/regression/splice/predictions_L1R_L2LOSS_SVC_notRegularizedBias b/src/test/resources/regression/splice/predictions_L1R_L2LOSS_SVC_notRegularizedBias new file mode 100644 index 0000000..aab8374 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L1R_L2LOSS_SVC_notRegularizedBias @@ -0,0 +1,2175 @@ +-0.36682486950408 +-1.6958724599833412 +0.8294199270289353 +-0.5519221935370636 +-0.7826416601640924 +1.5711713777775282 +-1.010173992308922 +-0.5733526319588484 +-1.046249028651644 +0.47596351854806873 +1.320439562639227 +-1.3468971344945166 +-0.446429289894571 +-0.4578283362551524 +-1.034097950098813 +-0.9788005336285145 +-0.5137792994224768 +-0.446283507442062 +-0.5990523110365847 +-0.4611904247310078 +-0.8975589107713574 +-0.28589495973383705 +-0.25157885153384263 +1.3722544586783618 +0.09199340358662951 +-0.8645274776085924 +-0.626769586461995 +0.8817259037951742 +-1.0706751166335906 +-1.064670819994297 +-0.6137976039105325 +0.7280052827576842 +-0.8524898270376299 +0.39334601390823776 +1.7198325155051637 +1.165989112166105 +2.098021558932233 +-0.8266937025399702 +-0.6161866900504838 +-0.5329511615439059 +1.2859546533794213 +-0.5358938153488617 +-0.7208888522434671 +0.7552118677538674 +-0.39129809701598506 +0.8868734972959377 +1.7315336039941995 +0.35879033029433505 +0.36954891064394635 +0.14533291755731753 +1.0110850873053432 +-0.7026336940392327 +0.7228940661386211 +0.19870694018994675 +-0.3418275594906012 +0.6425580104774394 +0.6531152676780001 +-0.7230221681682392 +1.339777053392145 +-1.2905874144582719 +1.160478322132646 +0.76919639102511 +-0.7784135918198852 +-0.5310146539869066 +1.1853106431114697 +-0.12186498839103169 +0.8729261165597576 +-1.0151183024212134 +2.103601944726471 +-1.2959218381273236 +-0.011173649240621975 +-0.9133832331914583 +0.8951478351135305 +-0.009735097666655201 +-0.2516276074401591 +0.1695783313005079 +0.35547524409296116 +-0.4490134667224539 +0.9604509347484799 +0.41379455348433436 +0.2611338050191984 +-0.4051690347910403 +-1.0137959565856969 +-0.5329511615439059 +-0.5137223556730218 +0.8715647862519562 +0.17644122503169687 +0.21591515961219115 +-1.2036026201869208 +0.6888910006611176 +-0.7507308694737491 +-0.06792645510955145 +1.0586588389307046 +-0.22656942881157224 +-1.0700840836739522 +-0.29402353678425286 +0.8218982863239146 +0.8815225564418455 +1.9273119222843538 +0.4504424500604678 +0.7955778302677868 +-0.133269817738588 +0.0014721394921214936 +-0.6996985974187534 +-0.9035035052376886 +-1.7270464183385057 +1.0771992740207474 +1.0511824358939963 +1.245348333718855 +0.07220666885267386 +-1.2976095156885046 +-0.7623077070527945 +0.5730931052477032 +-0.4000657615879093 +0.035366310014657704 +0.4761745882706675 +-0.250029916388803 +-0.43414239679819644 +-1.2183521798708736 +-0.3456678192191107 +1.0645091200651084 +0.938587698997831 +-0.5408301213150013 +-1.138803923852173 +-0.8645274776085924 +-0.8352886518645369 +-0.6854236096136848 +0.39283290553289557 +1.342198408352991 +-0.48174031797750094 +-0.3197270428840674 +1.7774399463607566 +1.2910952895407712 +0.6298689631645421 +-0.8407245741898747 +1.8887730949672863 +-1.502556929509393 +1.1471099964696327 +-0.6080138373920622 +-0.31587974393030327 +2.3551687552585197 +-0.10987367636134318 +-0.11106825038082593 +-0.0015725197204615182 +-0.6396570218031543 +0.9805494287079063 +0.39330983587295676 +0.47241653402095884 +-0.8296449486752101 +-0.23271086570271513 +0.8684777122865072 +1.70823048637903 +-1.1400427719121022 +-0.6912038006910305 +0.27811575855135307 +0.6266994983260606 +1.7615123210667047 +1.298295449161628 +0.8289547047256797 +-0.19705106534461084 +1.0410152803702752 +-0.25615756454492344 +-0.2627135095012967 +-0.3604969864230646 +1.3314315135955934 +-0.11683539035571025 +-0.0076010424052352366 +1.6218975954988908 +0.5275523105010117 +-0.5244638624351668 +-1.2733740906537334 +-0.039929262632547285 +-0.09376107746537707 +0.3313245834371116 +-1.1674802383906246 +-0.6884845436116216 +-0.2046624151547378 +-0.5644823050176951 +-0.6941155216284979 +0.6640434357407692 +0.6598035134506742 +-0.8842173109063293 +0.3981426484552193 +1.1729432322276212 +-0.5246346663126314 +-0.42291347050324324 +0.32372494370488747 +-0.07018497981756669 +0.7733723421654177 +0.046106665069503394 +0.7584576746079529 +0.3278181851140566 +-0.38245828909823054 +-0.12951060090758706 +1.124399110701127 +-0.13139234652616946 +-0.6394508620202255 +-1.2881703651147425 +-0.19037073133870916 +-1.2613737060588421 +1.0860146091301817 +0.7891094625745495 +1.3610110580690389 +0.21016143067975201 +1.4282392006892655 +-0.03217121742282042 +0.5109938409129026 +-0.25253478571343024 +1.4192189405145665 +0.36929960259603783 +-0.36204221165327233 +1.5474713493104688 +-0.6034456866711195 +-0.8645274776085924 +-0.35572771074214227 +-0.9042207104240231 +0.011426561723117096 +0.553493249353055 +-0.6489067819856482 +1.8577418892716167 +-0.29196956246774874 +-0.7191789391895045 +0.500055279063844 +-0.6338620797912978 +-0.4860909199861204 +-0.18551434716638124 +-0.5061038509075774 +-0.3904073462342932 +0.22650702563297587 +1.076530287105724 +0.5847526025712206 +0.008358589751961853 +0.6672152662728477 +0.7105943803789793 +0.09652199279769291 +0.8218848037910914 +0.7552882798994157 +1.1486882656303012 +0.2517128821120721 +1.702342010370139 +0.16072723697948368 +-0.6065322482440774 +-0.05728502688930562 +0.2671791235992159 +-0.5124367596868392 +-0.3253895190735182 +0.453665573966163 +-1.0152884614505642 +-0.5190783224905757 +0.7434987352241164 +-0.3898428058202015 +0.2703820883692085 +0.915124053106161 +-0.6876061798777636 +2.366084821995944 +0.3693682580409374 +-1.328398979534797 +0.4570001826909078 +-0.3294890591711659 +-0.5824161125577466 +-1.0504809060625238 +1.732597179843573 +0.35808259181835167 +0.6201244800632133 +0.5951176546572646 +-0.6753752367214909 +0.8491637077094742 +0.6363511053668478 +0.4442136117264719 +-0.83689911651256 +1.586068313955336 +0.6453029663247603 +-0.27950083834893946 +-1.6839025744591474 +-0.7178573393668107 +0.3216620354079832 +-0.545404887631678 +-1.0914830374132327 +1.9831357888896979 +0.6141640791641172 +1.124468877634149 +-0.8656906297905319 +-0.3706610569225999 +-0.18966440898183187 +0.1336810067698783 +0.8038085264238496 +0.3595961106391138 +0.5342086106765165 +1.0403229638485487 +1.5117880143073772 +-0.6634808781815561 +-0.8352886518645369 +-0.2883806001259166 +1.5297106794388882 +-0.06564218700120819 +0.3423502904244957 +1.3462539652959873 +1.1201241612846418 +-0.2586597279459273 +-0.29957305826005365 +0.6047161297039454 +1.1876554270101938 +-1.2810418454792734 +-0.16829989223290462 +-0.6172181224007431 +-0.5928291021163152 +0.3975193331759655 +0.32268905748334953 +-0.2615512936996973 +-0.08494463085515067 +1.0838299244135197 +0.6885321576933607 +2.1155126287922386 +-0.6375279778006863 +1.0676674476112153 +1.0382064962120792 +1.9303058528374857 +1.4906377430374687 +0.6280339275751688 +-1.1739971022027071 +-1.1519933661349306 +-0.23342672495794978 +0.6048885524942691 +-0.4679675920576384 +-0.9189390474218179 +-0.5684474466266825 +-0.4265354972341838 +-1.7267334753623653 +0.10611427407169294 +-0.46851325123131815 +-0.45580768481196754 +1.1326391659474904 +-1.0158647372021494 +-0.9745653309040806 +0.09192165390182197 +-0.32918317393129504 +0.9393409385542596 +-0.7847031559475351 +1.0659786301734504 +-1.0561512667244173 +0.48571600296194084 +0.1665431122562397 +-0.40179634884419957 +-0.2767671682298585 +2.5381016069647107 +0.011879315040431465 +0.8351076409590736 +0.7927167017206433 +0.8496369268524718 +1.2177250539338789 +-0.20198425768707404 +-0.8675583658898453 +-0.9232885241384753 +0.5322781550440284 +1.235081460662305 +1.9685859707582025 +-0.8637959302672528 +0.28490833805863797 +-0.29048443577929073 +0.15537866181181825 +0.5026995027455751 +-1.0914488925205692 +-0.4790483318216544 +-1.0701363988798873 +0.32967899387754607 +-0.6337987553092576 +0.6538544948888961 +-0.6922458165894623 +-0.5403572009004528 +0.1837664464053867 +-0.5827148183890957 +-1.546460556583549 +-0.23358914751033097 +-0.257991806256588 +-1.2098026918216498 +-0.7802339902857117 +0.1707603042967587 +0.08906779996024371 +0.9172895784907816 +0.44526011814763944 +0.5001527871248448 +1.3689255166349403 +0.19592592755579963 +0.44506457820978085 +-0.9045280509564123 +1.4007785641164137 +1.4384018183900478 +-0.5169473014767376 +1.3551325090440163 +1.2526538519643498 +1.9996205240373852 +1.5000888512587112 +1.7922231647409128 +0.22501251147542653 +0.7997351375734777 +-0.12173491591641092 +0.16250095292434738 +-0.6210095781746439 +-0.12336585029419664 +0.9448973856161799 +-0.8130520074486126 +1.0313910674165947 +-0.17171607347741039 +-0.386087078026076 +-0.1484697874569331 +-0.28986910704605195 +-1.074777110374768 +1.9602075374717838 +-0.536440509158271 +-0.22420344601509376 +1.1851288804562425 +1.6300052613681857 +1.0218765327519321 +-0.8155402895152967 +1.0709854529993914 +-0.5324869301627234 +0.7238483401188692 +1.4959119166010595 +0.16439760509096152 +0.011663342558068057 +-0.402644961324524 +-0.1648907289107688 +0.41072278695899006 +0.42374286564756936 +-0.5454798907988779 +0.7000595074237631 +1.5024610240557945 +1.65241388180658 +-1.3568203343215823 +-0.10230667746513036 +0.6086787282973779 +1.2679961096364158 +2.0213144080208694 +-0.6189171396513324 +0.246828852458423 +-1.3263111889032788 +0.41428354045901683 +-0.5412457519693264 +-1.3828896769544126 +-0.33411788682146415 +0.15793768646488954 +-1.0694626272591565 +-0.5101544684898711 +0.5268287693516398 +0.6010321631847895 +1.7107981040661617 +-1.4674835506794828 +-0.7291518855339103 +0.10378706203183172 +0.3986864690527947 +-0.45114628057172135 +-0.7495993705990127 +-0.26897033338957455 +-0.3571049950666737 +-0.19077562155428093 +1.472801730575396 +0.6477982780253653 +-1.0841462935941628 +0.9995354531780583 +-1.074777110374768 +0.8230388625044983 +0.590433729463142 +0.09991871672743302 +0.6484444744059501 +0.45053249460721556 +0.4722302858573759 +0.032782669655548186 +-0.33565919944997014 +0.19808640846547168 +0.4739601785231914 +0.5045514176614604 +-0.486740334784141 +0.16505689096459766 +0.054404939646147565 +-1.4864092716188064 +1.6015228150152734 +-0.3645137210318067 +0.2433016118143094 +0.7798320326226534 +-0.11120139165806828 +1.4006456453395442 +-0.05445413872419086 +1.1788468798455296 +0.4142838841435955 +1.7563975896158799 +-0.44229161650843396 +-1.0795444106860603 +-0.5012158386460579 +-0.4047859712566382 +-0.35959626490799335 +-0.2520024696705965 +1.1259192466770078 +-1.2876104765690624 +0.9025220221703135 +-1.5753874681347937 +0.6826321588282943 +0.2036044855414533 +1.469994927991733 +-0.8868079874480047 +-0.21455530908911977 +-0.28571344141621535 +0.26581115016570317 +-1.271981295450624 +0.777396128279162 +0.5275430309779711 +0.5074553160053286 +-0.7430588204989073 +0.6565433809025034 +0.7519378806511521 +-0.9456831372013285 +0.03215183486681214 +-0.11072254063907136 +-1.065328323577232 +-0.2638658644949201 +1.9832507456212911 +-0.4331905685264914 +-0.8944243853192911 +-1.030298589870924 +0.13020160869957975 +0.5171860150500359 +0.3549430626436717 +1.7749514178281205 +0.04088357479431598 +-0.7085455879413121 +-0.5861986994281139 +-0.33328002883354924 +-0.7755072388898835 +1.5876135505609865 +0.4763244735666493 +-0.10055251105200483 +0.8939381302357875 +1.5416078663069575 +0.9871753916771402 +0.018007166889786375 +-0.6762439382191073 +-0.2506272039504158 +-0.3838535223237265 +-0.1484697874569331 +0.47221572311140114 +0.020427823452611238 +0.7522076559559872 +0.3523153422222728 +0.004252149453018994 +-0.5389360246381855 +-0.5715822779913188 +-1.202605660220703 +0.7936842103576324 +-0.176291022552606 +1.2899048229848677 +0.042024327316799864 +0.14849564187787448 +0.20334044118551486 +0.9792996436013875 +1.4786351647184652 +-0.6919178851711578 +-0.9325903983867639 +-0.5724718447784948 +-0.6884340326978159 +-0.8640837786423233 +-0.039522224049195726 +0.593847163679713 +0.24852663456285606 +0.4459849245074953 +-0.18857921968467592 +-0.41121000517178374 +0.7466375840280418 +-0.4095191833593943 +-0.5601175486842681 +-0.9706497850731072 +1.1733694039169766 +0.3021216075481042 +0.06458552570754904 +-0.21396934770600803 +-0.6264857669742717 +0.4528813097890757 +0.13504817131967636 +1.3916672907062884 +0.5862670306712296 +1.2507338007080857 +-0.787082001338539 +-0.5265812524838419 +0.5301243632304339 +0.03876103522146923 +1.3304341173731968 +-0.21007247958561118 +0.6226986776905915 +-0.8879905035280656 +-0.5733592959291903 +-0.9023742810817453 +-0.8142343473075403 +-0.5912863608932993 +0.5130823699268248 +-0.44645940559817276 +-0.9810105799669787 +2.25090089373451 +2.0188669731864866 +1.1200647440025218 +-0.08470742646784626 +-0.12069598249984961 +-0.39897976280588177 +0.9870379279979721 +1.1597057776539872 +-0.9967430305214885 +-0.86516781404864 +-0.393519096670204 +-0.008259470635247679 +1.2004429752674666 +-0.2995452916418573 +-0.025025961179883927 +0.8522874777958942 +-0.2738006893614612 +1.2094801031592275 +-0.6774389122915968 +0.5699028054745857 +-0.5403572009004528 +1.2545506771022257 +-0.6277493853653816 +-0.4707268080755136 +0.15271128850857787 +-0.8106994824224132 +0.4113592228344074 +-0.6684936950866924 +1.290164251917791 +0.3522519781658394 +1.0126819216101979 +0.4202378517229378 +-0.29126300122258475 +1.3762166161777971 +0.21428016079722292 +0.20000376808118397 +-0.9894841788513137 +0.6231110290770266 +-1.133190649840064 +0.26422698342666195 +0.9833419212044718 +-0.8639631282241188 +-0.43705394866549163 +-0.7477344638363859 +-0.7991458898145246 +0.09263424657384606 +0.22870178358339693 +1.0612232305451323 +1.4641921471535964 +0.2715411805996514 +-0.7623077070527945 +-0.37100891992257967 +-0.6802321540997894 +0.5380514591592639 +-0.386430692394913 +-0.7660886768390772 +0.7130858948942861 +0.09168195573703763 +0.575981347664099 +1.6486654557821987 +-1.0359753722314564 +-0.5579041516634019 +0.7525869087357372 +0.8135398835420341 +-1.0561512667244173 +-0.17728637351491008 +-0.5646213935809807 +0.6688147680566437 +-0.3161336403904794 +1.8824989452827947 +-0.0214594026442127 +-1.540102800473423 +1.6193210447851358 +-0.7298983137397514 +-1.0830757570421394 +-1.1667962312850702 +-0.3808957582045579 +1.2172413471655672 +0.9944511637608351 +0.4537849560645383 +-0.27422784255877597 +-0.13443291911349717 +1.0470380098181669 +-1.217491573238084 +0.008252447325700824 +2.241800727642825 +-0.6306188380453056 +1.2333170567935836 +-0.05860984717033582 +0.6299763332671396 +0.1468102956052634 +0.2044879117708203 +0.7508085969997941 +1.562044027859088 +-0.9011561080960829 +-1.5352545225388488 +-0.3378980232366352 +-0.4778453109280856 +0.8487040805135514 +-0.9035035052376886 +0.3709982529640208 +0.6289529607083919 +0.8940191488611453 +0.13026227656314499 +-1.0236930413232783 +1.0884330482210234 +-0.4858308910665936 +-0.013072738634996695 +0.7375151443230676 +-1.7131207151139538 +-0.23171135358334258 +-0.5958535860024208 +-1.4251700992015208 +0.5426139837631746 +-1.074777110374768 +-0.5755450275045254 +1.39978210742387 +-0.8238414013722025 +1.7242623697135262 +-0.6933699382830641 +-0.3999852866825083 +-0.10898330901594369 +0.8380673717632856 +-0.4757501022775402 +1.04558104807024 +0.7587940329506732 +1.2156583481244985 +0.0518575141225085 +0.09907118275440052 +-0.9401420470314718 +-1.5267950519394933 +0.08510864553159118 +-0.6214891948716285 +0.7480866393185717 +-0.6741044493491699 +-1.067336806153516 +-0.3595961158507913 +0.011426561723117096 +1.7363624863022644 +-0.06564218700120819 +1.552558479196861 +-0.29532263263643677 +0.7566415891888251 +1.0586207151583757 +0.5295966184756985 +0.2194905749723267 +-0.447816754584058 +0.48986665973398413 +-0.8125367417282717 +0.9446062017496114 +-0.8847880603453108 +-0.6285116338355072 +0.7501742621795618 +1.3051120920550894 +-1.038072540362886 +-0.3898428058202015 +0.8503982236963099 +-0.04960447951439956 +-0.954320816608048 +1.4015325005993462 +-1.0215715294861265 +0.9786369769996855 +1.3837963003900886 +-0.16221188374079895 +-0.34581872819120074 +-0.848799146829042 +1.1338460140645226 +1.6456332911496567 +1.3585748469267767 +-0.42479060828447146 +-0.6796888944492019 +-0.02617613750946296 +0.6132650739610397 +-0.5733526319588484 +-0.4485988474566833 +-0.3988394069375031 +-0.8059720493141703 +0.628167243065327 +0.22293663791820423 +-0.648875472381725 +-0.13428345131947508 +0.23591702759476443 +-0.6501736492357506 +1.38338290744799 +-1.036033174964982 +0.6443541234615535 +-0.610804371283215 +0.3633262035396003 +-1.3167861605571964 +1.7139466486828776 +1.1659660480801062 +-1.337446913679071 +0.138753437519396 +0.27169094819001294 +-0.3029419202082948 +1.4391652570408116 +0.45542740591555797 +1.721301948624386 +0.2119821550819739 +-1.417269800546087 +1.3081323595713832 +0.8146491279186182 +-0.8395910482960068 +1.3468840437379337 +-0.39596912871229606 +-0.6916020528765298 +0.7390266350117041 +-0.386430692394913 +0.9795423496169582 +1.5294374546066298 +1.4820960283817866 +1.2718551432172474 +-0.2514568589220699 +-1.2483938732227031 +-0.9380456027427718 +0.41744671045092874 +-1.1469106960504039 +1.4372499827333498 +1.8343403216158463 +1.456034488182584 +1.523065593359927 +-0.6324620204668402 +0.2326133215592801 +-0.6406429276640143 +0.8385689504984274 +0.801665958751702 +0.10956537241100096 +0.05680229263017625 +-0.8747755777633267 +-0.6089841806341502 +1.0727580628128615 +-1.0996387135361605 +-0.06417541956882991 +0.5563129603705265 +-0.8436875112630878 +-0.9869041722990427 +-0.050647041825693434 +1.1018637297685034 +-0.16821519922513137 +0.9538859876744546 +0.3691752234519306 +-0.1493677356327444 +0.9658837617653008 +1.5450720577665085 +-1.417411813433252 +1.1148213454859521 +0.7450317577223282 +-0.6798855077424466 +-0.344321011097413 +1.193049595172 +0.38997560185852287 +-1.502556929509393 +0.5993307823427088 +1.3002328552399975 +1.5811773750558165 +0.4455134052010634 +1.0249624156869965 +-0.7418682071130775 +0.28165533752089994 +1.4308106724942073 +1.2289151963187857 +1.046243961102912 +-0.4613912385138722 +0.29320432607006236 +0.503700971764567 +1.3702223226411467 +1.9574109251734872 +-0.3843857765293732 +-1.5307294056385892 +1.2184066872036725 +0.9319396973837778 +1.345412456668431 +1.9863387183514487 +-0.5137425425989026 +-0.43769106861543206 +-0.18892923055052754 +2.3533202949924314 +-0.699963453569687 +-1.2215222059746433 +-0.5174437727989386 +0.5205926119195913 +-0.8313810859599989 +1.5623908594885663 +-0.2906033837844625 +-1.093920933746163 +-0.47864420754159853 +-0.10495561443385124 +-1.42720549250642 +1.4990348974512013 +0.9472596408555042 +-0.9521702388705428 +-0.3975693410459127 +0.03244784056880998 +-0.2844921113229335 +0.023064874598767826 +0.9482086509077449 +1.161569071862021 +-0.8440030806206219 +-1.233741615447725 +-0.5440298424032689 +-0.5359510084438505 +-1.067715604530612 +-0.5890409807077875 +-0.9380960167268338 +-0.10387882167912818 +-1.0714417522044848 +-1.2453626697195472 +0.8041257193668424 +0.18937263911372976 +-0.9070532133881365 +0.8702298823500371 +2.0985240114599133 +-0.8916534539692017 +1.4726657744981824 +0.3941228333004785 +-0.5065665795975938 +1.5426616710465477 +-0.37185914675960774 +-0.5984855687507249 +-0.44830461957941103 +-0.6039252316584495 +-0.55745066198109 +0.8818956995266303 +0.47081352175059676 +-0.5464982981744968 +0.16513369158481514 +-0.8154606670105836 +-0.40887761636576525 +-1.2443269759934905 +-0.8839382578981897 +0.33741199018093815 +-0.5058654023308691 +0.12054855351062191 +-0.6292710068822255 +-0.33099678883704786 +0.0457279113687086 +-0.20077201135598757 +-0.5402316807806128 +0.2476351867495021 +0.696436877031235 +-0.5515489823874541 +-0.7509789776278207 +-0.10624816881731516 +0.38567939855811256 +0.8533549792222596 +-0.7337453585571713 +0.34338863398944947 +-0.559708072913487 +-0.5265812524838419 +-0.8227905735037809 +-0.9927574358982051 +2.528021591654739 +0.04333613039400758 +0.5677773098396789 +-0.7712369236824262 +-0.7437298972492584 +0.9288625375480798 +-0.5061038509075774 +0.5048649727381365 +-0.11106825038082593 +1.2465299967109968 +0.23558648212481004 +-0.14727049284454233 +1.0530884973561432 +-1.3842472247970836 +-0.6096693999322597 +0.11330649545545722 +1.0129435735588526 +-0.323241120787239 +1.4444531751776064 +1.0967579437672406 +-0.07962908149101991 +1.3261143009389065 +-0.8644499563215328 +0.04512496928680901 +-0.6266044503527223 +0.2923247643989008 +0.33075193490587784 +0.4990206248547483 +-0.970332042653638 +0.22493575150952738 +-0.13890780888709434 +-1.2804243177999333 +-0.8588257331164971 +0.22964336479172665 +0.10378014208035401 +-1.2284334141731017 +-0.744094537458886 +0.16119129345186595 +-0.4230493981891391 +-0.6353535079416761 +0.9464811083140864 +1.2312845862587247 +0.42345485171633057 +-1.0052246145447457 +-0.9443622277813096 +-1.0830757570421394 +-0.15033203473593124 +-1.016333953718152 +0.3960244587281243 +-0.37290486284838165 +-0.07405351005118718 +1.745929606997509 +0.1457855305197999 +0.7382175688091476 +0.2527205268717905 +0.26397087834745225 +-0.05314206501842342 +1.1326035660549605 +-1.7841150996553086 +1.6204540955704811 +-0.6054372637339113 +1.62867135793198 +0.602188758787449 +1.4870297322443102 +0.016433787684292656 +0.344139368728107 +0.498270474965414 +0.4614088997283937 +2.290074908223804 +-1.2503269873908407 +1.177305227344581 +-0.7019734704602166 +-0.397010524775541 +1.9880214415511985 +-0.1254169612323293 +0.5731603618915786 +-0.42050832897789914 +0.558561171699978 +0.31841949771277966 +-0.1943874345656121 +-0.5599751044317717 +0.42207165621775466 +1.2598016011178421 +0.17580877117918917 +1.7358213612703828 +-0.8736759657740335 +0.5315513905814597 +-0.4064615652501078 +0.2459249153667767 +-0.8095987000733879 +-0.3505773493193852 +-0.6348081204205421 +-0.9496462243055638 +1.246230883690245 +-1.1328870610667503 +-1.073381713315801 +-0.9500380652948391 +0.527044310367303 +0.17647906747136474 +0.31246388478903164 +0.7977324958056474 +-1.188872001731368 +-1.2810418454792734 +0.6214127265460231 +0.43210005919274164 +-0.20198425768707404 +-0.1484697874569331 +1.2316911066954217 +-0.015631537865340633 +1.0851861361877548 +-0.18987972963871494 +1.2187312596740625 +-0.782903300321401 +-0.4339790074337554 +-0.06417541956882991 +1.0270232897219012 +-0.43389400561086966 +-1.9059852373900656 +0.7967422440803613 +-0.44112722343309396 +1.0298719965405483 +0.3202624056416459 +0.25540431844306777 +0.14877562747943054 +-0.8157298058033343 +-0.15436997910273045 +-0.5300876797591959 +0.15385358328503257 +-1.2224840489500188 +0.2683278586563342 +1.1963484899829073 +-0.41780885618350616 +1.279802317929841 +1.9465337792407325 +-1.106316670947711 +1.3412323511018869 +-0.8775666764632629 +-0.5235492234176562 +0.17658274490134873 +0.10799284198396174 +-0.5950678626604999 +1.0609946866693123 +-1.3492999807037949 +-0.6033770214886015 +0.32295492903060263 +1.9726347181350592 +-0.42294852545546835 +-0.8326803235363419 +-0.9731364758011173 +-0.732721945538554 +-0.1317882681413767 +-1.2938658833921628 +-1.1432056925008853 +0.7529433832483803 +0.5247223229483308 +0.35524793647967895 +0.07480182979843006 +-0.6580958916672157 +-0.8102788744339315 +0.9489006901611378 +-0.9583713925153438 +0.20741491189512695 +1.0124926211527834 +-0.16053244788443424 +0.591154141413881 +0.3414891103339832 +0.8827840358617033 +-0.1490385707808509 +0.12553937091721135 +-0.19590233014776628 +1.9566389709212728 +0.4481670991611234 +-0.6022765125742532 +0.6559418171731358 +-1.1325181682119319 +-0.9496462243055638 +-0.27436432432083757 +-1.171771770485322 +0.8576977117268271 +-1.2312407800248724 +-0.12818474159007057 +1.319465906668475 +0.34705723145045453 +0.2682069359381435 +-0.7477344638363859 +0.7916978669184155 +0.749765578654099 +1.7726497345876626 +0.0627295176309462 +-0.21938934964093185 +-0.06417541956882991 +-1.016333953718152 +1.4336714228788245 +0.3020522979588418 +-0.6835439627400797 +0.027821984306699132 +-0.9712284016089802 +0.02020246472627521 +-0.5936439203206105 +1.1233545402834044 +-0.8947540646828093 +0.9713163119952798 +1.022430341842617 +-0.3305200727992603 +1.553019526144169 +-0.2270880033742109 +-0.1375946336899311 +0.05511309149893803 +0.9413480583582814 +-0.8829242580189024 +0.4545645302449025 +-0.09994573391174225 +0.11287391651847191 +1.3351401450290055 +0.011426561723117096 +0.35769663821112985 +-0.3138663629274109 +1.6738610727950887 +1.683445447801709 +-0.6918336651082208 +2.179837337134205 +0.7305953900617804 +-0.9521702388705428 +-2.004529440597233 +0.405799218907278 +-0.8736182215596703 +-0.026962599234299528 +-1.2231808758965703 +0.9475435083800331 +0.2620385368448266 +0.7137238833220648 +-1.1825771955088298 +0.12498252631598855 +-0.43705394866549163 +0.5113440374377055 +0.10460019222211199 +-1.1526857211468995 +-1.1010752363647553 +-0.9713033262648086 +0.07515009968082302 +-0.46757569871897453 +-1.7541500692803988 +-1.6800793011556852 +-1.1326355467435891 +-0.376437307185306 +0.5833150087791655 +-0.5333536792282237 +1.4259158198927409 +0.8198799951948094 +1.858979090367387 +-0.2552479007798868 +-0.5795964930563087 +-0.28364557674942403 +1.1458860752299544 +1.4602979336906396 +0.8095150850595744 +0.862052343797595 +-0.41059651827190646 +-0.46221341024208673 +0.43400309073088966 +-0.11106825038082593 +-0.5454798907988779 +0.6438314674529028 +0.27131058128999985 +0.09344214969237795 +-0.0047193664040188765 +1.2931151822437388 +0.04050636840489216 +0.9098620463753393 +-0.6046773639405546 +0.6018899907696992 +-0.47258967760989534 +-0.5454798907988779 +-0.6110518010177208 +0.09179687730163082 +0.6012319618133194 +-0.6998136409643474 +-0.35670112903525986 +-0.25643745807413376 +0.39653368934117705 +0.2915394943675093 +-1.0374049755485244 +0.12419429808195859 +0.8201556794303946 +0.04349669412290624 +0.807395749693267 +-0.18462888182046797 +0.3631713934757253 +0.22412869949591885 +0.5509879138999578 +0.21421465490081143 +1.8671532503303172 +-0.7394765102196874 +-0.23641095517954133 +0.48341369925507716 +-0.08646282072558756 +-0.5818394763791866 +-0.6139267633599061 +1.308683876662611 +-1.0834754751403899 +-0.448913350732445 +-0.8962472882092233 +1.1440774770141557 +0.17482156426781248 +-0.589142264247722 +0.023722399717768072 +0.8737900585023121 +1.0204729393792569 +0.38291341608471463 +0.3011229706161793 +-0.2112280084044413 +-0.9829824194175089 +0.19870694018994675 +0.2075182297279486 +1.39907991216849 +0.5517212018424547 +-0.7553050065940969 +0.14131738578327888 +-0.5012158386460579 +-0.8387248973999458 +0.17015116947457892 +-0.2667259122663074 +-0.9958601602132225 +0.08874537787798542 +-0.46890950997150427 +0.16486459195910977 +0.7249088645079899 +-0.02215778744392563 +-0.22533126788184463 +1.5160744396573094 +-0.5302888450551719 +0.9721499577012963 +0.005581710851271876 +0.24270391000137032 +0.1610088919944571 +0.2518350147261698 +0.688255154507258 +-0.5097057323073109 +-0.7497219699560183 +-0.2056508669896285 +0.8461565101075101 +-0.20004316101497602 +0.4841554141397876 +-1.665700134157829 +-0.2281074360687043 +0.8951302499491356 +-0.5581417918208007 +-1.2518338540977896 +0.45470307204128046 +0.8084854566238194 +-8.449170730895905E-4 +0.44691996582053395 +-0.5835279364158452 +-0.43736931817266333 +1.0144050167738201 +-1.2108901731126689 +-0.6024409868521982 +-0.372292961432133 +-0.746008379138613 +0.3188121027543853 +0.23421702145584422 +-0.12228745728662385 +0.09743149151846187 +-0.25755087123369325 +0.4918354293622076 +0.03544477291645079 +0.9178080291157517 +-0.40598289830866563 +-0.5580849751257262 +0.5712452593768831 +0.20360219114200892 +0.023213739210858342 +0.496424475683241 +-0.848849564456657 +0.7771223766431792 +0.6511065553711611 +1.0510280690526037 +-0.28738938980654016 +0.738375831036049 +-0.05728882333711541 +-0.5869873433212381 +0.1172849336835194 +-0.5650856917890817 +1.1344582221822948 +0.2785694873079556 +0.09672644812412257 +-0.5062737897673186 +-1.7727498070759926 +0.4542549872401741 +-0.8430485277058589 +-0.43705394866549163 +-0.9074627341516716 +-0.4639427587594658 +0.953471919800569 +1.1768444362436155 +0.8869763555897886 +1.8802537698636057 +0.2598139919607932 +0.895291622177658 +0.7415724259617112 +-0.6285116338355072 +1.4895859056779623 +0.8954185792433546 +-0.6734030186547494 +0.4706273707953519 +0.08863049618084036 +0.08974737833248773 +1.068252625565795 +0.927546759308882 +1.1201214775633856 +-0.7740015523870046 +-0.47837845406821666 +-0.07703600402452057 +0.3441191927720748 +-0.12397831294074282 +-0.4937131837247357 +-0.31804407461627593 +1.0298719965405483 +0.1859476691139772 +0.13594021619691632 +-0.45071054611216343 +0.02997678042865476 +-0.8205737486046706 +-0.16578947960025117 +0.4254540990893847 +-0.787082001338539 +0.7014291685293615 +-0.5113326272267621 +0.5983818464310096 +0.3334789974954826 +-0.9260144319530351 +-0.0414942660165071 +-0.7343523348740936 +0.018257960736667633 +-1.1527704966222811 +-0.5617530265856044 +0.7578761146434027 +0.3901175858980246 +-0.9771440453223407 +-1.3735472756821856 +1.765266239438434 +-0.6479794479458957 +-0.6692307138500657 +0.1582745755781672 +-0.9674588146277024 +0.19265049464494263 +0.26904350285678336 +1.7364333229416262 +1.0680446902308505 +0.16972417401981169 +-0.08723969652419092 +0.9474153125289223 +0.7693181616497238 +-0.6760380650886352 +-0.371756879169713 +1.2665959855611852 +-0.14670894608894755 +-1.1722470164830305 +0.25309808770604914 +-0.5793518782196972 +0.8850649200629492 +-0.6280311557354364 +2.4309378252016223 +-0.45907824242225126 +-0.42291347050324324 +0.5287898680019946 +0.5043809404579931 +1.0739742783368689 +0.7831657328949655 +-0.5807223121094505 +0.9278332433565618 +0.09199340358662951 +1.3146389897766775 +-1.0220645777863135 +-0.17101614209734142 +-0.05569575269218027 +0.019817780042964417 +0.04689449750301111 +-0.4639083442359815 +-0.036737026222619346 +-0.7935902452996734 +-0.20186334824296545 +-1.5919361508414929 +0.931608424966453 +0.8268240860697582 +-0.848799146829042 +0.06717178210730426 +1.4113798158430244 +-0.6139133530168558 +0.632190879300925 +-0.6893764819861622 +-0.07703600402452057 +-0.7465786700857056 +1.351780594374801 +1.7988447329786703 +1.3163600748379711 +0.19799969112589438 +0.8058675702774577 +0.074869659254513 +0.12419437309025844 +-1.0010339806992472 +0.6120224579452576 +-1.1125106131794165 +-0.8179596142824844 +0.47740288790582197 +2.812185165407448 +-0.7433910546653693 +0.3774327388409836 +-0.12659055788250653 +0.12895015390897838 +0.20257889529780138 +-0.42294852545546835 +0.4989223391719966 +-0.304655149000294 +0.3921774651952209 +-0.4666515507067076 +1.0550300688306218 +-0.39043854408024137 +-0.9379571817078837 +-0.14888255228044575 +1.0380351389150786 +0.2139074330135363 +-0.5625344744224757 +-0.6611692721577318 +-0.45602220583727293 +0.9996704824950674 +-0.14888255228044575 +-0.7456722902173203 +1.1598565580557367 +0.07006807971765393 +-1.4847011248836148 +0.177212728288962 +-1.091599469248578 +-0.39474104953449085 +0.48345206387222994 +0.0011473575602970187 +1.0844763957869412 +1.2302417380635844 +-0.5808962820962035 +0.019108291617139478 +-0.8517301156453093 +-0.10122375043211132 +0.5707040452497578 +-0.7461375318874568 +0.14950309572676984 +-0.473869742205569 +0.6012171509267217 +0.7491274407507864 +-1.1491376494816645 +0.7838728320399916 +-0.2258063335559887 +1.9784781154566906 +-0.49703961723517276 +-0.11761110588992021 +-0.5607450904641952 +-0.7623077070527945 +1.2574162291900732 +-0.3144563341972866 +-1.2833968539922838 +-0.7698139818576223 +0.22326222132548953 +-0.3099130531434874 +1.3782043236579777 +-0.014592645900207368 +0.4070192009612954 +-0.8656750422734024 +1.3412048214333399 +0.17027480548644136 +0.5096717406247849 +-0.5644823050176951 +0.6290191080826509 +-0.9071036558245461 +1.8647705057555921 +0.9901079751499378 +-0.31106233948398687 +-0.816953755254895 +-0.8328589887477004 +-1.0269891720793687 +0.0359382599128491 +-0.4827899432202877 +1.1104480915839758 +-0.1671893826006747 +0.8057968784419907 +-0.5732458673449732 +1.1304424336063754 +-0.6580958916672157 +0.451497484145598 +-0.10725471352352703 +-1.5923722616868958 +0.3235356412435316 +0.7675800458343619 +-0.5171635311825926 +1.3642759593115223 +1.3540464299316948 +-0.10941668933704843 +1.0751527838017465 +1.0911267555809332 +-0.2837924680431734 +-1.1660966048874433 +1.716797980319513 +-0.8319371456258845 +-0.5755450275045254 +0.30192716905114353 +-0.10220863889670054 +-1.0352734004908235 +0.15346811211999567 +1.4004246836814616 +-0.8417711009799057 +0.0992969603211657 +-0.35606784697920035 +-0.8157298058033343 +0.02118899042523298 +0.2123319017037889 +1.2452212991992286 +-0.8194350804196645 +0.03021923785435396 +1.2662969954329684 +1.402614365204345 +0.17139727371875027 +0.27475312723226597 +0.6825034229190555 +0.27981738317339994 +-0.5205523136122839 +1.026683348903506 +1.2845667434006474 +0.1545296019793519 +-0.20295948044122467 +-0.5117463320198742 +-0.1028237255467738 +-0.5276453266595285 +-1.2959822467052156 +0.2439651277355933 +0.10072868322581122 +-0.40296713711075893 +2.3541803149102636 +0.003402733330402752 +0.5923102986153329 +1.6043753467100565 +-0.9557319202789741 +-0.6733325914143513 +-0.732721945538554 +-0.4702277171901468 +0.5278864483115775 +-0.4060386062821205 +1.814997541843922 +-0.35251831165213265 +-0.12442331437031354 +1.862040602857871 +-0.2966416835260368 +-0.21046380796887873 +0.1096797960703659 +-0.8640872125886226 +1.093146798742402 +0.3992579968882958 +-0.13861309401439478 +0.15011336052759505 +-0.2386639893069258 +-0.782903300321401 +0.7688950857040298 +-1.3268945533417555 +1.2397604504363895 +0.5320812072152566 +0.4241385491852964 +-0.6232016133391223 +-0.23702983005097975 +0.2459249153667767 +-0.9290217348502955 +-0.10789339531972539 +0.8046242429854579 +0.6737972396204258 +0.14819742788204246 +-0.941583044019834 +0.6879459580778712 +0.8638876638534237 +-0.8685069836784222 +0.5086041951860895 +0.9271516132539434 +-0.4254828129276972 +-1.0622226081369806 +0.9698172034195782 +0.812438806958322 +-0.164503859934125 +2.2919547532630293 +1.2056819641468577 +-0.6066586646232578 +1.1069520741381385 +-0.3241185851237257 +-0.9808623254201966 +-0.47258967760989534 +-1.1907609939981332 +0.7632973453066906 +-1.098178453878006 +-1.2001526947221772 +-1.2786261371744787 +1.0394986820115497 +-0.06572418661248 +2.089163387783497 +0.318764947176698 +1.6015486613653076 +0.23455444551674753 +2.2522034063919714 +0.8564177350696158 +0.5239027732068662 +0.5100070069180018 +0.1979046590151476 +0.3777927795422724 +0.17684550882024516 +0.2292246771769816 +0.12839875500149137 +0.7640554115332218 +-0.4265354972341838 +-0.6994809501978336 +2.276474775197236 +-0.3983261345194319 +-0.14713199120450324 +1.1431958664024982 +-0.11912037681928775 +0.11801216546464274 +-0.997449059631431 +-0.7960413098788074 +0.503700971764567 +1.0690354504695048 +-0.34323347485999134 +0.44258648718972926 +-0.7531668267732861 +0.7635821801319839 +-0.7424958330753847 +-1.016333953718152 +1.476328332956337 +0.08255892599381975 +0.8046632217656358 +-0.24003597624316828 +0.09199340358662951 +0.9216225635800602 +-0.8205737486046706 +0.46497116611663236 +0.9707268215200127 +0.5942454701074834 +0.2778066786534948 +0.5307710422667071 +-1.0960233938164665 +0.4126192537639817 +0.0020940331546355218 +-1.0830757570421394 +0.8496453505972421 +-0.4615304316796459 +-0.7351694069917802 +-1.3424496760503972 +0.41366418476034555 +0.08767734785209656 +-0.456873612817706 +-0.6139267633599061 +-0.5958535860024208 +-0.11875934746182829 +-1.604232363152362 +0.47170623147716517 +0.6094938333688835 +2.0724880688458476 +0.32300989269506414 +-0.38815963051561175 +-0.9204151542985627 +0.41666732566044495 +-0.6810467229394565 +-0.6132922365169607 +-0.15865161416952536 +1.5328370717103024 +0.49465588481010614 +-0.4922107670903153 +1.0407045268587263 +1.1051859229154004 +0.17957536595410967 +1.9303109268180096 +-0.11122985097626628 +-0.6444718960944178 +-0.3253895190735182 +0.22595303465648994 +0.8255483074526543 +0.47852799381043254 +0.9946746498303425 +-0.7290331729861176 +-0.4917076009609601 +0.13791320793312306 +-0.09888196922426332 +0.8060135914436355 +0.49107122999288755 +0.6713300903877598 +0.5774856460659097 +-0.4837227722046956 +-0.3824113003325499 +-0.33990168989937697 +1.5937824350742256 +-0.28534356621611234 +1.0144828774920758 +0.23029091694433898 +1.388892849824733 +1.078932019631005 +0.6275222121414458 +-0.7060195355714919 +-0.17291833673526744 +0.27071571681218676 +-0.36325563702115005 +-0.5294347129577499 +-0.19810774957932462 +-0.3778599254007412 +0.21734676620056412 +-0.5269212948277636 +0.9942623250476242 +0.26878586370874585 +-0.583845257225749 +-0.2159820709861013 +-0.5074353062706275 +-0.0730853098190973 +0.7088686988832101 +-1.3637344997605685 +0.5728724276013116 +-0.7322658268643695 +-0.5041583407949343 +-1.1278994666946534 +-0.9467196358572575 +0.4204623617313683 +-0.9128001651873966 +-0.3447446599538173 +-0.734852356744163 +-0.6124841805910053 +1.7181750151948663 +1.1031948311686075 +-0.5774990718231318 +0.897410484340787 +-0.674107341970496 +-0.7952299626416228 +-0.9300389898867852 +0.8358431286195361 +-0.8152647898449336 +0.8406189574614632 +0.19380232182773438 +-0.43705394866549163 +1.4474744862532525 +-0.918934580172725 +1.0168169594480596 +0.37720742993333556 +0.789250688652175 +0.8944995331250615 +-0.8678316351012844 +-1.4104049193701806 +0.04209477046244664 +2.08095723433659 +-0.7360845519169587 +-0.35670112903525986 +0.7927098516763493 +0.7417781707221648 +-0.7117392982420583 +0.04632447909473911 +1.052555227894313 +0.8182666757524061 +1.3088845017616475 +-0.5836194193490976 +-1.108342512508593 +-0.380321692913972 +0.7204500164953868 +-0.18039519847869176 +-1.0688586152597672 +-0.6659971854312486 +-0.3957792635531098 +2.419289791672949 +0.7980806707910807 +-0.8641724916387455 +-0.7127643150215577 +0.15875357841752288 +-0.4359822714853385 +0.3380077180127101 +-0.6590300564372797 +-0.7756141204271562 +-1.0694626272591565 +0.46286243908966607 +-0.7698811961158584 +0.8167647652643608 +0.583014894620439 +0.8517747676058918 +-0.6963730816555805 +-0.40253500450664026 +1.2737787704447436 +0.08645107392503737 +1.1648821508546532 +-0.7954824723994608 +0.15289511616001153 +0.82206303473845 +-0.0827639836911945 +-0.23079505712511603 +1.421909319027781 +-0.21740555751694887 +0.2194905749723267 +0.835329497661302 +-0.6189014498045264 +-0.5161773695218212 +-0.28367929588049223 +0.1101526404628588 +-0.9963495991875221 +-0.47835099946353865 +-0.8385412666072504 +0.25706387698367894 +0.7165157059445142 +0.5363301069876263 +-0.7700329050308342 +0.7964913784138662 +-0.16644833904350678 +-1.0301590563747511 +0.23365597614419747 +-0.6972920255069693 +1.3411735945133227 +0.17002411134489953 +-1.2518338540977896 +-0.4682248108186433 +-0.6936595466035421 +0.1588562135483828 +-0.8720723957984574 +0.16360668374216203 +0.17336260387038402 +-0.8765434930643697 +0.5670067966502477 +0.6278596834549292 +0.4721778563569219 +-0.45255127901727144 +-0.632769066530411 +-1.0500466699885624 +-0.8736663372185091 +0.3482295013001401 +0.011583983396181607 +-0.29793417794753363 +-0.7326511188031299 +-0.1470980558116722 +0.8520786002216609 +0.01589204336408362 +1.4509511439717324 +1.315424750958501 +-0.732721945538554 +-0.16039591052085259 +0.3896772133494136 +0.37662940314153165 +-1.4580260362303192 +0.5945956924892499 +1.1782221981725234 +0.48680575479832433 +-1.0950993164072576 +-0.7976679522148612 +0.5893837671775679 +-0.16640884998270947 +-0.041466092510768965 +0.24558756678050592 +1.3307443863083706 +-0.9646365911249281 +0.6300720693584436 +-0.1745959527064135 +-0.3708574036452965 +0.7424381926730569 +-0.4741139752496255 +-1.0392329360034718 +-0.018092525170875978 +1.252193157887926 +-0.6569810098718777 +-0.5577126768101742 +0.011426561723117096 +1.6762467284415352 +-0.09926752896048022 +-1.2810418454792734 +-0.5820222146122517 +-0.6340443510896409 +0.7512484921534756 +0.16711890877292096 +-0.89043541396943 +0.5200097884704419 +1.5138618752428965 +0.11356316278092853 +0.410125035136771 +1.8632926781643646 +1.0105546799038876 +0.6077146466749409 +0.1176750842927652 +-1.0914830374132327 +-0.6388267951169916 +-0.016491982964789348 +-0.624573340770646 +0.1430612831104485 +-0.9764186175836836 +-1.1906171450033516 +-0.4809120616171165 +-0.3888852660364638 +0.009706219458716248 +0.2039310351479038 +0.3075025586240799 +2.1061120705620615 +-0.06563003547148574 +-1.177242417069175 +0.3013442923776485 +-1.3040663185821821 +-1.4410755779675493 +1.6795428854039849 +0.18846980902088 +-0.58216425344463 +1.1389321537791222 +-0.8618964021111505 +0.3811207389497011 +0.33723316568383765 +0.07358008299245006 +0.758064953659618 +-0.9496462243055638 +-0.6115705686840028 +-0.5193812051571894 +-0.49120080043394254 +1.21381436957536 +1.2967117114701772 +0.23315424003591842 +-0.7112594483065696 +1.3931505386577114 +-0.18495012577809264 +0.2581739519167071 +-1.2065477571938463 +0.43160514535204164 +0.5045514176614604 +-1.1722470164830305 +0.09672644812412257 +-0.13883906564720513 +-0.15508380165546673 +-1.2905874144582719 +1.263711722381853 +0.5967390714521523 +1.558611444091292 +-0.5967800549491505 +1.5301542386433675 +-1.043199065198937 +0.4934305557065548 +0.45303738345841493 +0.6670816031379212 +0.06021910136939046 +0.11815870675423906 +0.47640973991993996 +1.1103740748350865 +0.6408405602962313 +-0.07326034742574708 +-0.32382886673032907 +-0.29493272158489814 +0.26378624225329117 +1.0330122537371353 +1.292648304766598 +0.1316436418371457 +-0.1254169612323293 +-0.8748390630310009 +1.4795456005934007 +-0.5403517119906357 +0.37993404415839155 +2.341681723887789 +0.28151931674669817 +1.2403997111709046 +-0.12429178217014716 +0.6736457077231877 +-0.46657686316599156 +-0.5663433036272132 +0.48541812282853203 +1.230688298656821 +1.478062931496003 +0.7883851556792311 +0.28932727977551786 +0.1677931884206303 +0.7520268830273169 +-0.8180305510665012 +-1.3071859430233923 +-0.732721945538554 +-0.668693272028896 +1.702513424381442 +-0.6388267951169916 +0.3157058095090727 +-0.36883656769912143 +0.9632097116737051 +-0.386430692394913 +-0.14714646368157855 +1.3723130488369182 +1.155662494526126 +0.17073208247018434 +-0.12124405413412556 +0.07617843983265557 +-0.9563964186851718 +1.043403007428913 +-0.5288218395041455 +0.6332661829080031 +0.344357243594271 +-1.119059949096353 +-0.04599074574552939 +0.5070979410378655 +-0.2775007724285924 +1.2026041403331107 +1.1235664367212623 +0.4766759322346442 +1.4033835366264527 +-0.7826416601640924 +-0.7337453585571713 +0.3203081055404324 +-0.45255127901727144 +1.8624884824989096 +0.15946691292754017 +0.4192104450835442 +1.2024859839461803 +0.3921923116707643 +-1.2045997988992467 +-0.4376395518754638 +0.31072564161354943 +-0.4759582254848329 +-1.4928086351304315 +1.6800346748843722 +1.5762384859086167 +-0.4725779875776285 +0.4049741337396194 +1.461726206852425 +0.7276193488278576 +-0.2481850207917818 +-0.1387898644574622 +0.06138075384222219 +-0.231649812957984 +-0.968203580152137 +-0.22545554452863006 +-0.5724718447784948 +-1.074777110374768 +0.5710833915060503 +-1.2584564982159814 +-0.8003859607995812 +0.353674570756599 +2.509887936600173 +-0.14900687038464563 +0.7581265673152865 +-1.741842997187094 +1.9274528250791185 +-0.3205489774380429 +0.3059539266003238 +-0.8364744590067544 +0.1070056036472691 +-0.737363468720022 +-0.7075795695412836 +-1.5307294056385892 +0.19321081116203917 +1.6428364550193408 +0.8457749125881876 +-0.6124430405546163 +-0.3395756355435188 +0.4118853177225633 +0.293811970591196 +1.193839554156512 +1.2816513343684162 +0.41224526219814606 +-0.2129747935087389 +0.36788838239638333 +-0.6012456010335115 +0.578625554619215 +-0.03614414265786184 +-0.1019298678551552 +0.2289848867819718 +0.1859476691139772 +0.43584392075706435 +0.979863283961611 +0.316195248567366 +0.9020396333288861 +-0.18145379358408406 +0.9751971910060803 +0.03661678521650211 +0.49398738683311194 +1.162887768314767 +0.08992671854003947 +-0.5369993627484099 +0.48167841069221373 +0.3992579968882958 +0.8815824971350268 +0.5141976270367586 +0.7081170665881672 +1.0080037673974422 +0.012591748705226835 +1.4726417017330582 +-0.625262413898889 +-0.7456722902173203 +1.0298010421094894 +-0.8943676413356182 +1.7944266913458784 +-0.14670894608894755 +-0.5547976572874865 +0.27562002700954735 +0.7704627032690167 +0.4348134376358873 +1.8402342494340003 +0.6912439401377528 +0.27167197137105514 +-1.091599469248578 +-0.30472945000223584 +1.2248943506449488 +-1.0209274523492384 +-0.029070237491666928 +-1.0526489696721986 +0.4034099533632618 +-0.2278712975919164 +-0.46184648643848114 +-1.0055190236886526 +1.548736029019271 +0.9241272041745835 +0.4635449737155639 +0.19198584750009462 +-0.6078911133161681 +-0.09749984725430996 +0.2716163395078365 +0.7038982631216675 +-0.26019580593035807 +-0.8976927218678973 +-0.0022550891446495025 +0.46597277035959817 +-1.0261420844054239 +-0.9551830079390143 +0.27374595665308465 +-0.7789046509526504 +0.5698111304819802 +0.7409219360450697 +-0.402644961324524 +-0.489243831045867 +0.8667176394216645 +-0.24899072271653686 +1.18422911131784 +0.16435143769708305 +0.7220381255499292 +1.3157418323577939 +0.41062967936968214 +0.7668261321303722 +0.18542488222233416 +-0.40802264092188834 +-0.7015723956945609 +-0.3708139410391297 +1.4947035805097166 +-0.6137159869228436 diff --git a/src/test/resources/regression/splice/predictions_L1R_LR_bias_-1 b/src/test/resources/regression/splice/predictions_L1R_LR_bias_-1 new file mode 100644 index 0000000..8dcadf7 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L1R_LR_bias_-1 @@ -0,0 +1,2175 @@ +0.2475448140499059 +0.008285707352086455 +0.9080820854385264 +0.1949187689107469 +0.0909341917943181 +0.9840708267174942 +0.07005729998139726 +0.1771167224898265 +0.053683103647005674 +0.7844524526974138 +0.9757494276372429 +0.02629748547226947 +0.2410597118642782 +0.21573913589075416 +0.047076342380482014 +0.0676626950102789 +0.1866240926946219 +0.23218541076497423 +0.16016886749425163 +0.2513058878841739 +0.07802304079874532 +0.3407767888097401 +0.35810990111027036 +0.9792031373342925 +0.5649671275791903 +0.0794191062716426 +0.17090763837245962 +0.9252918260681121 +0.05275946050959071 +0.05332430125534925 +0.1955564401619229 +0.8758279878270026 +0.07708326884139796 +0.7202402583608077 +0.9916660299470013 +0.960904936405986 +0.9970572585294042 +0.08844758070996908 +0.19037651746479903 +0.19505210814663942 +0.9745176094447946 +0.18743973391246893 +0.11217677843725098 +0.8689817406432592 +0.26875948367571323 +0.9238780345679335 +0.9912304921803587 +0.7164775278423267 +0.7468850372486175 +0.6258857010066506 +0.9404482016084259 +0.13226180004158794 +0.8791730688190025 +0.6444985491443188 +0.28022677380878774 +0.8638460938218686 +0.8583772583723128 +0.1410041915513358 +0.9767236382047021 +0.03077563426619511 +0.962858274391527 +0.8845270230745202 +0.10691715572163052 +0.2127852263773919 +0.9642053887798034 +0.4082445135179422 +0.9257250440785371 +0.06103706917108966 +0.9971266362592609 +0.026619315162297253 +0.4823183270409394 +0.07636267861458865 +0.9126502281924803 +0.5071032505901246 +0.31645863167748717 +0.6497392556990442 +0.7593022828057032 +0.22736470290096608 +0.9406038838565072 +0.7489705860089687 +0.6795010687963816 +0.2657154166100358 +0.05736114931749699 +0.19505210814663942 +0.2155862443595772 +0.9086294887849293 +0.6571697960972824 +0.638185084880116 +0.037187685620043355 +0.8716623345268466 +0.12768510257961385 +0.4557628359705903 +0.9419194217992619 +0.3450409743842998 +0.05515099113322415 +0.32891466134703196 +0.9049598102043884 +0.9237047643623201 +0.9963408400890027 +0.7695755726367388 +0.9190311757115806 +0.4117924119369516 +0.48946333827523236 +0.13573513032154566 +0.09144576178431646 +0.008533870484454252 +0.9586669764580293 +0.9532497241022652 +0.9723691432226441 +0.5668920727812995 +0.028240548793557668 +0.11898011801377674 +0.81494748875388 +0.2531073350093112 +0.5687588762760342 +0.7738295209596576 +0.3521925573371721 +0.22398594281825454 +0.031719004312799254 +0.30532478177287997 +0.959535098347604 +0.9246433297145005 +0.18393148285910985 +0.040211831687692844 +0.0794191062716426 +0.09538235520895039 +0.13823755226345372 +0.7585726811190634 +0.974834047462025 +0.21612005076539975 +0.3001971159518267 +0.992793623041138 +0.9717391414744504 +0.8568065264647082 +0.07920334956673303 +0.9947453064017004 +0.014049883242091103 +0.9623736492184056 +0.15503243017202725 +0.31310475173228197 +0.9985433460439321 +0.45691559897500716 +0.4221966792805127 +0.5048397957779215 +0.16796912023031899 +0.93635524452811 +0.7175984835578996 +0.7518261323974981 +0.10094672226234536 +0.35500231001432997 +0.920841566419122 +0.9924177966834732 +0.044853660661464075 +0.13625778142822195 +0.6614484172490521 +0.847759287985142 +0.991353913901201 +0.9722068263810366 +0.9133444660476778 +0.38195576073893034 +0.9491116330466428 +0.33728742346388557 +0.3205042212023871 +0.29427169750365273 +0.9816069346472782 +0.4149077869089726 +0.4695120954415196 +0.988457413762455 +0.8115276478413874 +0.19014208461898852 +0.028951775711160102 +0.42404299362069514 +0.431286663423895 +0.7218560638683519 +0.03822790552869381 +0.13150275632497282 +0.366410849887951 +0.17709671006100466 +0.11300154425923545 +0.8570703222195563 +0.8787296014376008 +0.08339576704981126 +0.7702818037667735 +0.9625281722088932 +0.1840637332009485 +0.2679849744018053 +0.7356986253885371 +0.4305910199923106 +0.8847486461789132 +0.5385923819643066 +0.8846369582464313 +0.7104121221181894 +0.2410855607778337 +0.4147060280500527 +0.9608766967569475 +0.415710623689696 +0.15907793125137443 +0.027551268579254967 +0.3741336201043983 +0.03007047981079378 +0.946988807616807 +0.9143054072782469 +0.9779186938386966 +0.6142959230805979 +0.9833717956864473 +0.4804564665858355 +0.7953527882647965 +0.3320651958379157 +0.9834229155688317 +0.696096787931119 +0.2763009613528456 +0.9877823091839264 +0.1636780651183033 +0.0794191062716426 +0.31452159669844276 +0.08139104162415846 +0.5483229774578309 +0.8256350733945588 +0.13155330933784443 +0.9938799012010847 +0.3348397271446574 +0.1397298475397352 +0.7825165627971177 +0.14880010245960446 +0.18751326831858933 +0.37490329193367444 +0.20322914663665462 +0.2682765800056604 +0.6680568749476132 +0.9524110950481831 +0.8478311364205043 +0.49781411959740557 +0.8737923749403432 +0.8950354214430081 +0.5728497662231591 +0.9199088932972646 +0.8904341415133266 +0.9584325036702692 +0.6797252428079066 +0.9908002811058136 +0.6027316993389186 +0.14744963285526458 +0.48603965033602925 +0.6362214231067329 +0.19307684084408766 +0.2891080127136553 +0.7959971642425181 +0.061918706084603176 +0.21400881864321983 +0.8651168161620454 +0.25237771131705294 +0.64115222261852 +0.9325609074938748 +0.14421068515041158 +0.9984608004144323 +0.727595847089209 +0.02457389286878366 +0.7842855974890885 +0.2818952871400468 +0.16372967123315216 +0.048920493363725386 +0.9925293054186282 +0.6840681320280846 +0.824792602469376 +0.8353892084884669 +0.12880196972452462 +0.9243472094109774 +0.8338920769110859 +0.807273865349059 +0.08961959011560397 +0.9867038669495646 +0.8445656870210748 +0.329572524040562 +0.01115192137275517 +0.1297730326963122 +0.654561628454575 +0.1996956494894704 +0.047388944900369295 +0.9957509053419967 +0.8506108570903801 +0.9619140492013389 +0.09252486384049775 +0.276564566776653 +0.3716673722606428 +0.6282003683564622 +0.8981208766691221 +0.7141842938078589 +0.7996850086748187 +0.947908270940197 +0.9856549065530958 +0.1317286336738515 +0.09538235520895039 +0.31415564636520615 +0.9858816095690693 +0.4539514988009853 +0.7366338428660301 +0.980221972250489 +0.9547429289382832 +0.3571177125308287 +0.31591261391268965 +0.8527767280241275 +0.9604612025721289 +0.02747019662036278 +0.3760596780664274 +0.18029910505191254 +0.1632849826736328 +0.7313280180105487 +0.7306640814477274 +0.3142114572038864 +0.44001354399643855 +0.955147443973517 +0.8716935838149055 +0.9968164106793371 +0.12386630593715868 +0.9537313157450799 +0.9455631163109239 +0.9951062503924614 +0.983553190437373 +0.860736752772153 +0.03876328112225379 +0.04769354196939747 +0.33155709664752464 +0.857713736415518 +0.23434910968600298 +0.08153229536304905 +0.19560990341270024 +0.24794211051859355 +0.00853100956002709 +0.5751482610677993 +0.21121432947883548 +0.2448331628475447 +0.9641498337771878 +0.06643704706092173 +0.07115529419628173 +0.5611437597091281 +0.24007384549664135 +0.9339217790879566 +0.1068066478535005 +0.9538528384349338 +0.05688820038786656 +0.7796937583984954 +0.6067042258496457 +0.24998357008785635 +0.32266025212777016 +0.9992803149563706 +0.5318069346763646 +0.9078529201906974 +0.9095169168837417 +0.9151035595849909 +0.9650742983707755 +0.38411973831846047 +0.08669104740263317 +0.0744849417437839 +0.8019966642909669 +0.9655709878761481 +0.9959061313868112 +0.08573709918737116 +0.6793950786644234 +0.29866099377683875 +0.6371881980513544 +0.7927622664752544 +0.04141203082270022 +0.22142865129138292 +0.052921179836795694 +0.7317549581500966 +0.15126411189405725 +0.8613061956050014 +0.13269536139891097 +0.17673859479929976 +0.63791773612654 +0.20039120411890507 +0.016202781483097117 +0.35155371003487007 +0.36389417068347957 +0.030725099976469602 +0.10673688366608854 +0.6265352221360093 +0.5626634061491494 +0.919907831941047 +0.747750329898985 +0.8339664549965236 +0.9776132696323551 +0.6329879576090123 +0.7780817500278705 +0.08604343397161697 +0.9796730759469955 +0.9837718052723998 +0.18661592524585088 +0.9748607357362191 +0.9710505784515634 +0.9958444622318277 +0.9880911792826125 +0.9945011683209394 +0.6730214769996374 +0.892500068514299 +0.4456898482021833 +0.5479889613379003 +0.17229960039054798 +0.42465118358263493 +0.9309568992933166 +0.10178041739414936 +0.9431264776209284 +0.38932750216027057 +0.24972670645748735 +0.4231593273700726 +0.2755371973085537 +0.0492996283104516 +0.9952702902652995 +0.1875665056077453 +0.3536394256929588 +0.96575347943752 +0.9885225281223874 +0.9415568234033093 +0.0909957468444336 +0.9555531288867933 +0.16976211362692972 +0.8833254621116026 +0.9846124735180457 +0.615244002795067 +0.5118235800931964 +0.28225456162386264 +0.3820766528371568 +0.7144184522085847 +0.7461182925069764 +0.17478539061723553 +0.8714448122860947 +0.9839720643028013 +0.989617123508429 +0.02131188505356096 +0.4430960060090635 +0.8512659473293434 +0.9699224366958966 +0.9968448010811573 +0.1446510632204299 +0.6649640576520017 +0.024743830461554615 +0.7593025045154139 +0.18299999407506026 +0.024326123433086093 +0.3059676289357693 +0.6201534145020191 +0.04667243291418644 +0.18877167465551012 +0.8188327171582688 +0.8270697517468297 +0.9920219850697471 +0.017042185353853066 +0.12607631282196122 +0.6030859141510319 +0.7512955226756313 +0.21487127956831725 +0.10362268894083286 +0.3361564362024243 +0.2694064782472503 +0.39137718622445544 +0.9811811938264271 +0.8588643139558578 +0.052894284629317556 +0.9355799390497261 +0.0492996283104516 +0.8951450492595903 +0.8214512804660712 +0.5518181897696495 +0.8639424196091144 +0.7858323858543667 +0.7674718407814878 +0.5104695911471406 +0.27323308327131685 +0.6503429726355937 +0.7845142455549565 +0.8195156420307199 +0.20035469574228865 +0.6029532506492945 +0.5386134070000371 +0.016713679484215316 +0.9863109774754172 +0.27564680674912795 +0.663691695084367 +0.8970021929529903 +0.41846072293027486 +0.9820795493900061 +0.4722403448840206 +0.9606052232655942 +0.7572435600682058 +0.9919985770942099 +0.23169490671108747 +0.05120093838067766 +0.19716995712384053 +0.2534072527454243 +0.261594166857275 +0.32882329525864673 +0.9569916594371412 +0.03182811845502805 +0.928613368978091 +0.013796274163719743 +0.848010680202296 +0.6072690933029097 +0.9830523211800695 +0.07023623925689534 +0.3959489773699058 +0.29163942898577416 +0.6891481191894245 +0.03146056850685439 +0.9124224474649189 +0.8252908455410076 +0.8029026507374742 +0.10941083748054947 +0.8616526326408955 +0.8892282913877444 +0.08446313860775993 +0.529125798525365 +0.4121033766080935 +0.052453421007493 +0.344802843572055 +0.9958616299926822 +0.2279414375826549 +0.07304976391932327 +0.05819185238867894 +0.5643703283230412 +0.821954985839226 +0.7382896885375272 +0.993259886785662 +0.5628043664077167 +0.12295392705861995 +0.1763065426958714 +0.26310365783990125 +0.10588540762738669 +0.9883734913369125 +0.7885353456488987 +0.42614626933609634 +0.9189149438516966 +0.9875312937014367 +0.9436507346559483 +0.5024567934543105 +0.14852420943530462 +0.33402083265326904 +0.22588040611755975 +0.4231593273700726 +0.7931633714953303 +0.5252850802969592 +0.8747969291856923 +0.7306022397754319 +0.4936315314455034 +0.18342608930280105 +0.16958957690393398 +0.03719712896362328 +0.89595462317117 +0.4005280371005444 +0.9721516455597632 +0.493808496300449 +0.5831173385059303 +0.6794724025738423 +0.9386946583931485 +0.9834001896128004 +0.12303104407153913 +0.06948056010513885 +0.1772317292092917 +0.1333465319938277 +0.09356589427096147 +0.47910882310231456 +0.8453188689914667 +0.6553341473761778 +0.752101049525916 +0.39855278383542214 +0.25340834800926443 +0.9037972898312803 +0.23583189121697667 +0.16416483179878816 +0.06415376541876452 +0.9688545920462238 +0.7082993385453958 +0.5439169708497112 +0.3768230969789201 +0.15568496466716222 +0.7994996713515747 +0.5909044905158215 +0.9815342140334289 +0.8290501051877959 +0.9690931708553349 +0.1265269064507093 +0.18663915068728357 +0.8242841148285484 +0.5463322876547394 +0.9774224392961566 +0.38879130021708475 +0.8343009478107091 +0.07209790940108256 +0.1656029777698154 +0.06666853953823305 +0.09391291665641822 +0.17322100442403857 +0.8367310548675218 +0.22931101788008518 +0.0630868889884336 +0.9981583223226095 +0.9960016654368802 +0.9623370501912915 +0.44534527477915387 +0.4378487901602093 +0.247952882554377 +0.93568528381906 +0.9625542725861902 +0.057234150649587506 +0.07543410072157919 +0.2491462226057034 +0.5149257712937154 +0.96754185284991 +0.3181495867620004 +0.46798252771757126 +0.8923202306176642 +0.3432817359033968 +0.9677389555914275 +0.12307578864505142 +0.8437228568997107 +0.17673859479929976 +0.9677190220087597 +0.1503685085214416 +0.23464555983979266 +0.5763272157288676 +0.1018041002811386 +0.764297156845257 +0.13403356061581356 +0.9734514862899011 +0.7007350320926461 +0.9456175258535062 +0.7853448514064134 +0.2911980574513369 +0.9794590350712864 +0.6545710079696904 +0.6828745952831792 +0.06805491097921573 +0.8743766899671888 +0.043557041161678446 +0.6626490908461282 +0.9382582671503817 +0.09816083131412211 +0.2445567757706971 +0.11805558662716821 +0.11129474323204179 +0.6067840763484601 +0.6511458143169561 +0.952525933228023 +0.9831862003693325 +0.6357756059120454 +0.11898011801377674 +0.26491815835023025 +0.10988454601309985 +0.8355615755551272 +0.2811148142089357 +0.11452684094745574 +0.8802030306535311 +0.5682667555331121 +0.807779616353806 +0.9899927409545268 +0.0599431800586641 +0.17945923600472552 +0.8848310049552511 +0.8923528382881377 +0.05688820038786656 +0.3725848247245301 +0.19011848807192905 +0.8730371903461452 +0.29748107120015943 +0.9931414038597073 +0.46129779690438283 +0.01448972350968969 +0.9886481272789708 +0.10933251558659804 +0.05248729956019293 +0.03891651528962516 +0.2520209599088378 +0.9632422534159596 +0.942089596051305 +0.7952252142888369 +0.30868017208190784 +0.42540833475712564 +0.9485507478097486 +0.03359980486408324 +0.5220512978690115 +0.9983491674032767 +0.14040376404536506 +0.9705422515229237 +0.44924729821844683 +0.8536777711569906 +0.6051498638704794 +0.6646457108018813 +0.8924241128662386 +0.9874826764621121 +0.08221617806366373 +0.01372763180868558 +0.2989449984566087 +0.23705957499435037 +0.9110921478699178 +0.09144576178431646 +0.7769057472111157 +0.8256046289015087 +0.932760887835542 +0.5944949843131372 +0.05959672815923293 +0.9580651176494764 +0.19323920881462098 +0.4910356270112488 +0.882074876154295 +0.007887037338364336 +0.36150379181275505 +0.14929420968200166 +0.020627929041779167 +0.8575654224128398 +0.0492996283104516 +0.17763313408536024 +0.9793473940195457 +0.10334263549342897 +0.9926097784050887 +0.13263641394129408 +0.28629376461299655 +0.4489853997778892 +0.9086391869737898 +0.19268371728690065 +0.9373519225230523 +0.880893775162843 +0.9662473872199793 +0.5239677547015027 +0.5593652798330078 +0.07399148320521877 +0.01813494819045804 +0.5586895828556383 +0.18972885869823902 +0.8839536935534043 +0.14056961448584104 +0.040852944905492634 +0.26043256573935764 +0.5483229774578309 +0.9919526891188105 +0.4539514988009853 +0.9865425157975325 +0.32645743033705105 +0.8727065478179642 +0.9467924485581855 +0.8305486592941755 +0.6160783020602053 +0.23347788156071947 +0.7831823778588877 +0.11133529096981175 +0.9361782026957046 +0.08827929381190389 +0.14222724109145868 +0.8743903655447635 +0.973429631957665 +0.049197015519157804 +0.25237771131705294 +0.9042193472687806 +0.4585065830761566 +0.07524589377527778 +0.9805897547827913 +0.06002692542453608 +0.9279688794556538 +0.9732032948460005 +0.41685570083469126 +0.26547333937584433 +0.08694817756088284 +0.9611810316427252 +0.99108107574085 +0.9800841436241383 +0.2407020360286902 +0.140251877963843 +0.4968454076935918 +0.8403739115139928 +0.1771167224898265 +0.2093409123210771 +0.2384520059754883 +0.11523083612792458 +0.8360950918598204 +0.6445830273341837 +0.1598820346149852 +0.41536524500719113 +0.6751155138484897 +0.13162889678940548 +0.9744557315770204 +0.06292666628556154 +0.8549148954482552 +0.16950146481764333 +0.7284248411571267 +0.024969668898702738 +0.9914418560329694 +0.9634242589894391 +0.021903156386350407 +0.5957842813187777 +0.6919112802282785 +0.29038059245934883 +0.9805475800994352 +0.7917392214872758 +0.9915958008120171 +0.6758336670941674 +0.0206692741325894 +0.9760186195388075 +0.9148895551238467 +0.09796697168497916 +0.9781066023031681 +0.2926138351698165 +0.1327294486878359 +0.8995768266030031 +0.2811148142089357 +0.9275336599735495 +0.9841785204896171 +0.9814232359443551 +0.970716540866063 +0.3279995101807364 +0.031828591143402696 +0.07442567346256103 +0.7653226332277278 +0.0419398372476195 +0.9799159088322036 +0.9936769602835996 +0.9841445288513336 +0.9825483897161804 +0.13453360898525163 +0.6662829474677917 +0.14597284360965726 +0.9087197646529978 +0.9055442253642987 +0.5880511769460489 +0.5324016520945707 +0.0850879382409333 +0.14831994711318383 +0.9521977300142628 +0.042892620712140436 +0.48880587390496116 +0.8314056092194599 +0.08954542380131375 +0.06372606750231596 +0.4995486567230652 +0.9536714916300822 +0.4186466114381857 +0.9414166177199345 +0.7472302893985991 +0.38152630460746195 +0.9461361758423213 +0.987805489966541 +0.02078364623858995 +0.962383938543143 +0.8954314001298254 +0.13380798445088504 +0.25709822305245433 +0.9668760400446454 +0.7510661239731425 +0.014049883242091103 +0.830714829415876 +0.9737288782177043 +0.9889368669623355 +0.7805047541538089 +0.9381086340321261 +0.11563999615148099 +0.6896349536106863 +0.9829905638709097 +0.9703410144864785 +0.9436338774860679 +0.21586368997752547 +0.6958472273700608 +0.7968739566808974 +0.980795741295255 +0.9948464297815514 +0.2786921473299677 +0.015154719110111828 +0.9664115646505465 +0.930009515250323 +0.9767200602379634 +0.9959873555773778 +0.19129194787822557 +0.2406597395984047 +0.42103069130051446 +0.9984612335912953 +0.12308883537651348 +0.03762381159919035 +0.1948567827610348 +0.8078466220998384 +0.10309389150541122 +0.9865583598563038 +0.324553544243546 +0.04226203322797986 +0.22213525303395365 +0.458632031275422 +0.02031107811217722 +0.9835548244102609 +0.9250118506010262 +0.07358048500370847 +0.26107669899002356 +0.5398438149266951 +0.30481059180072184 +0.5062622142759488 +0.9315247904488551 +0.9605691769035892 +0.0885074921113881 +0.034271395769422196 +0.20158428171763115 +0.17843293848180308 +0.05533502693065991 +0.15917153448371457 +0.06357791361046887 +0.45236802814352167 +0.05551029266466869 +0.033280541069750036 +0.8917933544881946 +0.6357343728617932 +0.09478164563064637 +0.9139840999042173 +0.9968164800045481 +0.08235366034664024 +0.9821030081412425 +0.7314728509569611 +0.19586927576214477 +0.9840437621410069 +0.2383515589172836 +0.1664140860093508 +0.22915206129947874 +0.1534856768715917 +0.20457884538220955 +0.9117032953796925 +0.7949389133389301 +0.2104280743488042 +0.5828551904006884 +0.07793435459708847 +0.24111853948909112 +0.02940844879642412 +0.07677847271272073 +0.7112464829805472 +0.19956816445202302 +0.6161285222738061 +0.12616195167347996 +0.28495128582100043 +0.545235632218884 +0.36743387295157515 +0.2258914519839615 +0.6774977654988671 +0.8667117678333861 +0.17355846988922174 +0.10217413807339405 +0.43178902436262123 +0.7466928051276768 +0.9283051781544135 +0.11582001896475654 +0.7380154336407873 +0.175205000671769 +0.18663915068728357 +0.08511745926804674 +0.06863576956359797 +0.9990669963417813 +0.5084993586768556 +0.8441659143748677 +0.107325679689015 +0.11791869110412385 +0.9318334594546512 +0.20322914663665462 +0.7876603988340696 +0.4221966792805127 +0.9704676589437775 +0.6620427458025891 +0.3375031182628592 +0.9519161651700906 +0.023996913648219147 +0.1603395463008608 +0.6091319151752972 +0.945911290950512 +0.28725158156956854 +0.9816174273347886 +0.9563206346288832 +0.45992984711232393 +0.9753118888021202 +0.08964982437932242 +0.5712356461031295 +0.15061860931737028 +0.6558157320651326 +0.7201039550563175 +0.7967250139989639 +0.06648669493968756 +0.6640562524604811 +0.4113772425835365 +0.028428303477122493 +0.09204303740639243 +0.6462169901641225 +0.538422034478339 +0.02915332316502641 +0.10843588963314302 +0.6004447702292014 +0.23943051070433985 +0.1603613038094161 +0.9275540969137795 +0.9690475063804469 +0.8128436719813217 +0.06361295965904189 +0.06054551760889731 +0.05248729956019293 +0.3911235135566724 +0.054797285531010535 +0.7215258475951045 +0.24100806053359122 +0.45592004102114897 +0.9918980681107619 +0.6094947592579636 +0.8792676135886729 +0.6623065954506153 +0.6680971466228823 +0.4304324372296928 +0.9618893304294336 +0.007652155085708721 +0.9893313947784002 +0.15754560286090158 +0.9919099148637441 +0.8513058965573722 +0.9871009863254552 +0.4663059125831326 +0.7443765254159634 +0.774614042432898 +0.7701819631400075 +0.9981615685805756 +0.027038371658728667 +0.9653108769327693 +0.1408047728599684 +0.2356288966442857 +0.9962429193008767 +0.3917297306877529 +0.8380268143700591 +0.25606610847335437 +0.788587807659328 +0.715346389215911 +0.3327694070987842 +0.19193456183723012 +0.7816573365906913 +0.9713117908735474 +0.6547725605973359 +0.9914028410716321 +0.07607951580209389 +0.8175722199901637 +0.24074771437921808 +0.6494297341501317 +0.09920002088873474 +0.3057343737435603 +0.16387943023235935 +0.06908755433384664 +0.9731658259145977 +0.043161481577078366 +0.05866954500489386 +0.07681426288877848 +0.8010587444806498 +0.6113449241935459 +0.6998425992194995 +0.9127714292332658 +0.03495441277153329 +0.02747019662036278 +0.8448856983701156 +0.7950997855689387 +0.38411973831846047 +0.4231593273700726 +0.9667011812390637 +0.5188180335447367 +0.9467194250603199 +0.3782119812276885 +0.9644591571421153 +0.11743397907048786 +0.2598155335046251 +0.48880587390496116 +0.9447190331879861 +0.24404822927646475 +0.005029168502895267 +0.9018974738866398 +0.2289324006448864 +0.9457591303342694 +0.7042124457354537 +0.6895093506264913 +0.5821952487021703 +0.10366679301622297 +0.4115221412767504 +0.2216165415437651 +0.6166590223848473 +0.03291233621733572 +0.663503388180606 +0.9684651842234061 +0.22907873293747494 +0.9760286444174759 +0.9952027270382874 +0.03977560348770552 +0.9783817144353374 +0.06922156962417082 +0.19549049792093856 +0.6592808693445303 +0.5690526672454113 +0.16187753251098816 +0.946016376328683 +0.025068626814262533 +0.16678994127992933 +0.7246708293253371 +0.9951636648474103 +0.2302408028736235 +0.10539875802684785 +0.07658314715722477 +0.12533796078857545 +0.40105849862202686 +0.027201304742473533 +0.04256848736461469 +0.8719372578407477 +0.7981929463144568 +0.7476990488326812 +0.5744044359692215 +0.15992327330859749 +0.10194165778983992 +0.9391310722704167 +0.060091665042264805 +0.6544345812103893 +0.945075816579845 +0.34879640267095385 +0.8278040192152958 +0.7483818488959657 +0.9038174072939184 +0.39377636916508935 +0.5968802569516459 +0.3339569896140646 +0.995395626235247 +0.7813969162337938 +0.16494887443533068 +0.8715367507410497 +0.039248399238717105 +0.06908755433384664 +0.30851466204667677 +0.035920890722591275 +0.9281731895178363 +0.04156669350881314 +0.39224291869254785 +0.9733068513987292 +0.7189261536986196 +0.6875285862448156 +0.11805558662716821 +0.8997382335337132 +0.8826467940260702 +0.9919448648936615 +0.5511114422745708 +0.36329633056029687 +0.48880587390496116 +0.054797285531010535 +0.9843203242349239 +0.7409535603381506 +0.1384199307773661 +0.5031534299742817 +0.058096164696479886 +0.4988701711439565 +0.17963840888099392 +0.9612407685660939 +0.08412543837656007 +0.9373105028555487 +0.9353130115215245 +0.3044967852234002 +0.985560932331902 +0.347891103290372 +0.400904299732342 +0.559110079296222 +0.9304902262856908 +0.09353033166296877 +0.7596706498018145 +0.4463311913355011 +0.5198458169216341 +0.9736466701294222 +0.5483229774578309 +0.7366417996535769 +0.29879793307950725 +0.9913521020293958 +0.9914205205620094 +0.1356124490289435 +0.9973944344960192 +0.8962629547327626 +0.07358048500370847 +0.004700388650214629 +0.7740753550692799 +0.08740277423018324 +0.5390009455429633 +0.04292043711383064 +0.9357347864209488 +0.6735264953032231 +0.879469320677277 +0.031754745181415266 +0.601609197854894 +0.2445567757706971 +0.8041950319863692 +0.6086692129570302 +0.03805420058104063 +0.04714933709302588 +0.059589172697587824 +0.5888979556492465 +0.24259988689776327 +0.0066235352392547625 +0.013001919776169112 +0.04649407194143331 +0.260384826466958 +0.8135676128571544 +0.17945856167085764 +0.982425972650555 +0.9052441159376324 +0.9941597470071293 +0.35965152065593553 +0.1607912660341193 +0.36304780295197153 +0.9671341827573462 +0.9827310060375541 +0.8901920209257335 +0.9166004552696366 +0.2664106607627728 +0.23951013665152024 +0.7363499435201317 +0.4221966792805127 +0.17478539061723553 +0.8687305626332552 +0.6926208302468798 +0.5993929156102646 +0.48929510647440594 +0.9743218583488522 +0.47429467651816204 +0.9205845480274671 +0.16105417215054751 +0.8341478147479656 +0.23601747242999266 +0.17478539061723553 +0.15793868882037038 +0.5800831370487809 +0.828302100575802 +0.12354025602097163 +0.285306229287045 +0.34547599254692746 +0.7157236129025772 +0.6989313104315089 +0.054834587513044854 +0.5998299706988923 +0.9011547813709696 +0.5259190266527414 +0.9198557087104852 +0.40170504677638535 +0.7181167591799039 +0.6489739727000994 +0.824537410920775 +0.6048578680650285 +0.9949106617887176 +0.11793181886521906 +0.3344372086877101 +0.7947053649687835 +0.46628042105812295 +0.18691116543691805 +0.1824650747152994 +0.9750730117231459 +0.049521024578545965 +0.22275655510492814 +0.08125285868806738 +0.9640374833819375 +0.6340662953912134 +0.16000769561637695 +0.5067659146622168 +0.9180486370203522 +0.9465354624837335 +0.7633297396472064 +0.7311096882283354 +0.36397306710587224 +0.06748058063985764 +0.6444985491443188 +0.6637222836591129 +0.9778440926894122 +0.8095172308719931 +0.10837572937129052 +0.5846052175121863 +0.19716995712384053 +0.10172555493207337 +0.6117865572906238 +0.3243960915811111 +0.0688427367132937 +0.5696249137009199 +0.21963834153468706 +0.6319936718879481 +0.8686987686610382 +0.45332393351617734 +0.39792956387009987 +0.9844216495789618 +0.18834355092617577 +0.9496860105234973 +0.48314533548526245 +0.6917832226090206 +0.6031169634561463 +0.6682194237632011 +0.8637380984633919 +0.2178235302274898 +0.11175238744473093 +0.43126488694382403 +0.8994954250538657 +0.4102508390624118 +0.7692923121444559 +0.010004668840436472 +0.3787424319088419 +0.9170201277709488 +0.1964532227197182 +0.03441314805619942 +0.7866600507601426 +0.886259826974727 +0.5160279315272744 +0.7832277502974736 +0.17060768939745213 +0.23403320000838845 +0.9454000993574606 +0.03805667454193084 +0.1634678413178185 +0.31771324060203227 +0.12805558430409678 +0.7358671907286889 +0.6735334160419822 +0.43657607642681656 +0.6086803884846763 +0.3200393498093689 +0.8047464574209601 +0.5105787459216663 +0.9297382093393067 +0.26542202804380394 +0.17425719042837906 +0.8374731731821253 +0.5824364302805151 +0.5432010889574267 +0.793543350573196 +0.09801598469986789 +0.8975348401373017 +0.8776559426300632 +0.9408155814227198 +0.3537288421018588 +0.8992276352171041 +0.4521768169559468 +0.1774559869864412 +0.6052052385567319 +0.20726411304467482 +0.9565663320640678 +0.7112936311843783 +0.5397525687774477 +0.18749197890218086 +0.008091231730233394 +0.7947565020742164 +0.09746557156001794 +0.2445567757706971 +0.07994446852819763 +0.21609960086881375 +0.9388682867238304 +0.9637218224208047 +0.931167472858732 +0.9943149285169908 +0.6786801366322607 +0.9242369627079351 +0.8969321366039358 +0.14222724109145868 +0.9837508479822844 +0.9280138689528684 +0.1534207742014814 +0.7904519317562687 +0.575509057165255 +0.543966354156404 +0.954536488381608 +0.932534102436163 +0.9619203772911178 +0.12665617515783528 +0.1829613375272951 +0.4978740636083142 +0.7184329868044093 +0.44283683828295145 +0.21182348084410438 +0.3099784625346373 +0.9457591303342694 +0.6418809046167088 +0.5960483706055373 +0.23161114461051036 +0.5040667916138871 +0.0988597451794312 +0.4112338156374082 +0.741270761862099 +0.1265269064507093 +0.876372216645457 +0.20201017162484636 +0.8508579128525707 +0.7396567263883743 +0.08206564131946646 +0.516992391011526 +0.11160469296000664 +0.5269328047631533 +0.04947725148239748 +0.18559999171288782 +0.8973921477437526 +0.7443116297798981 +0.061289916364485574 +0.024975617163993522 +0.993002793925014 +0.12971321348596893 +0.13932609842461474 +0.6559380829873154 +0.07186941991010892 +0.6382293070926098 +0.6630852727386599 +0.9911514414940277 +0.9485228691543299 +0.608657414154448 +0.49481898804900304 +0.9350379205320449 +0.90420411385188 +0.12835123430548462 +0.24585367519438286 +0.9719658112792829 +0.38397738958684563 +0.041723107507284536 +0.6902294776883953 +0.17402779468589552 +0.9223961948651921 +0.1579192957451389 +0.9987440772448696 +0.2248272213647922 +0.2679849744018053 +0.8017586084928177 +0.8105141033635732 +0.95089854853993 +0.8908737179315204 +0.1576353173208594 +0.9334780643176203 +0.5649671275791903 +0.9744444947584341 +0.05498854780920583 +0.4396354978012558 +0.5079095417255639 +0.5223519636609457 +0.523520350775038 +0.24804387606435718 +0.46615707110009524 +0.12043920018558577 +0.37503252067966314 +0.011788903387695115 +0.930013721206594 +0.89846070699631 +0.08694817756088284 +0.5800873193048532 +0.9834067726208471 +0.148992518834115 +0.8667268466424969 +0.13399695462358757 +0.4978740636083142 +0.12234436729957172 +0.9771237456077531 +0.9941877771510541 +0.9715091582060933 +0.662414207144148 +0.9036958489093221 +0.5451967817538843 +0.5976384044676846 +0.06842581042164157 +0.8430116212530749 +0.043276562448689875 +0.09780935541466049 +0.7822551431719924 +0.999534322377892 +0.1198200698106554 +0.7702849211168402 +0.3808187911369905 +0.5832987320418687 +0.6825625309074671 +0.2302408028736235 +0.8272997113872482 +0.28749524995145354 +0.7533064052452356 +0.23805179359782092 +0.9517833318310283 +0.21293260689575141 +0.07103662332335214 +0.40448844790415234 +0.9454895138894971 +0.6109088173970229 +0.17163830871488817 +0.15483500922063487 +0.19990578580812257 +0.9365600859591314 +0.40448844790415234 +0.12121378203638923 +0.9615982106507491 +0.5374642370566188 +0.01859885002467767 +0.6309427400276387 +0.04260333874555354 +0.23518912969154668 +0.7994537798163049 +0.5170545697018638 +0.9538255846785303 +0.9697513251332534 +0.1744011988268296 +0.5040936500218138 +0.09678785698089219 +0.45756324605712506 +0.8598167821803707 +0.11737238357938268 +0.6021411682028976 +0.20819296341028398 +0.833841960059113 +0.8922360804737594 +0.04203814571713986 +0.8881628953537152 +0.3923032422574042 +0.995950092358865 +0.1918333796923612 +0.4648473099744542 +0.17612868475208568 +0.11898011801377674 +0.9693372889420274 +0.28606566983546555 +0.0258377811657568 +0.10186327538914118 +0.6198464253687475 +0.3112673358366045 +0.9762143064010039 +0.48193167050375146 +0.7780056390276663 +0.09435295974618955 +0.9772482398811408 +0.6299242918875992 +0.7957876927817599 +0.17709671006100466 +0.8468241160654751 +0.09238404956329067 +0.9945675075673308 +0.9356479249448324 +0.2902982974292955 +0.09725121180695115 +0.08992683939191638 +0.05665581851320645 +0.5674948372296685 +0.19874088004884932 +0.9593815512978154 +0.39367048284071154 +0.9002816767107108 +0.1587544895126248 +0.9579213221324533 +0.15992327330859749 +0.7448413366891412 +0.4581591283748409 +0.012824509164873576 +0.7305228247872084 +0.9110565027342964 +0.20829466210520706 +0.9784712551224416 +0.9758552451424097 +0.4425106547167679 +0.9508780993851902 +0.9516266966359546 +0.3120071055162328 +0.04511921671155463 +0.9913698749952858 +0.0884729856940054 +0.17763313408536024 +0.6791039335913586 +0.4310897707558979 +0.049243388211543754 +0.6205745727044402 +0.9800076552595792 +0.10463303685971045 +0.5712687802538313 +0.2874694194608529 +0.10366679301622297 +0.525050949868258 +0.6575729431582928 +0.9694285702251273 +0.0829784545906916 +0.5344754131337635 +0.9718272169720464 +0.975970877913328 +0.6396852562265908 +0.6855353262571844 +0.8828198176156492 +0.719710446513945 +0.19696763080584823 +0.9499761035113017 +0.9721373483348095 +0.619472727195941 +0.3879129551186458 +0.2214081103799504 +0.42314208688083854 +0.18520257416454647 +0.03052811265150413 +0.6642219865449325 +0.5957742032088483 +0.25716765739108177 +0.9986604751375288 +0.5123270350237478 +0.8232626199576123 +0.988365463048845 +0.08549167581275821 +0.11951611353726121 +0.12533796078857545 +0.23799221614263485 +0.8245016218429039 +0.25648781611104077 +0.9935792826402527 +0.26086912015953156 +0.454452203391342 +0.9948604980237123 +0.3194711651000308 +0.3809605505254653 +0.5952088560127239 +0.08175171889625354 +0.9607555646482346 +0.769340339770215 +0.43548706980944324 +0.5994152952280759 +0.35664758998835344 +0.11743397907048786 +0.8925498108601633 +0.025818105796122794 +0.966423279381317 +0.7982238105913779 +0.7207161887457585 +0.14152316500443157 +0.34007489010326564 +0.6494297341501317 +0.06575696641397322 +0.4003655622004668 +0.8707640108170968 +0.856799231594399 +0.6488222150296636 +0.0758798584278926 +0.86964528747763 +0.9186480068149127 +0.07570484928221509 +0.8078693317220428 +0.9409672320917609 +0.23868596778643206 +0.048610235426343615 +0.9459440094902455 +0.9041349433272057 +0.3816246039678612 +0.9978501548670877 +0.9678154746039527 +0.157539558685652 +0.9527268575166836 +0.26845821554388266 +0.05487955641981937 +0.23601747242999266 +0.033713758396964444 +0.8903409404528749 +0.04807869356533385 +0.04005585108641204 +0.03046393891123511 +0.9456675306088713 +0.4495834399124312 +0.9968700744115947 +0.7212937386004333 +0.9869018201228219 +0.6477985823427749 +0.9976729470914937 +0.9056649197562693 +0.8296418862106373 +0.7833648129166434 +0.6480688891983045 +0.7686372916776794 +0.5976055941539747 +0.6395360112444639 +0.6058723738504365 +0.8856878725327396 +0.24794211051859355 +0.11151308592803207 +0.9982423198989484 +0.24368613115497728 +0.40035886921579883 +0.9627536569384446 +0.4283206847184751 +0.5708862114978492 +0.06050369236945865 +0.09255053796546295 +0.7968739566808974 +0.952615976764925 +0.2674214774972192 +0.7877198364594908 +0.1006070708408151 +0.8968086196953375 +0.12648442051076447 +0.054797285531010535 +0.9830568884882407 +0.5615456334755788 +0.901105655704611 +0.30250110786994655 +0.5649671275791903 +0.911659423831642 +0.0988597451794312 +0.7592895892485045 +0.9437328196114942 +0.8438078562481861 +0.6776445957334476 +0.8241442602534005 +0.05246855600957836 +0.7882611331734136 +0.4999392051907982 +0.05248729956019293 +0.9124862398322909 +0.20447588877941755 +0.11035789661697733 +0.02765342554637091 +0.752100077652085 +0.5702109617403004 +0.21303022734414992 +0.1824650747152994 +0.14929420968200166 +0.4405774478962631 +0.012573401114968338 +0.8028503679296545 +0.8474302703398789 +0.9968551529314813 +0.6589451696615324 +0.241092046454292 +0.08158477494346178 +0.7813035748075414 +0.12531184572888113 +0.1704900136386277 +0.4040897568647565 +0.9866758554947559 +0.804073857137815 +0.22977490239197354 +0.9444576978135191 +0.9494598431021904 +0.6251174778819304 +0.9954602562309881 +0.46135820398151206 +0.1290743109865996 +0.2891080127136553 +0.6925797235763129 +0.8954427837761136 +0.786661774036678 +0.9443300308930105 +0.11336903661784839 +0.2136719889028427 +0.6046964587804383 +0.42675957499189404 +0.9068516695359079 +0.8254810070722417 +0.873125577317717 +0.8284464279570782 +0.20271760111605763 +0.24078500164124433 +0.2588885565195766 +0.9875052555630366 +0.31317221743116663 +0.9295311195892696 +0.6432112707766592 +0.979350667321491 +0.9554553063319151 +0.8285843355453174 +0.136207987998166 +0.38196886520037143 +0.6723586226067942 +0.2891018840986697 +0.17837478232091947 +0.3567494529230972 +0.24854021286604097 +0.6273366609287677 +0.20849445366584504 +0.9438385737499302 +0.7007249013223639 +0.17419868424290177 +0.37148094663248554 +0.19646343314935263 +0.44297876294462857 +0.8760391322969031 +0.024527944666757773 +0.841767554448962 +0.150873847781455 +0.19321307917313205 +0.038154497635726044 +0.06355203250077801 +0.7635182753484201 +0.0862011118575685 +0.27802037502367427 +0.1175732906705703 +0.1319544951699296 +0.9904441810004833 +0.9485913425055083 +0.15745841147543438 +0.9248933483206961 +0.1353282936438565 +0.09434673003750513 +0.0687597251884497 +0.9143299120925277 +0.09906836958063467 +0.9162055967393465 +0.6502473165481342 +0.2445567757706971 +0.9813759564843932 +0.0674102365355122 +0.9509341846209448 +0.7457681486748595 +0.9036953301174211 +0.9262164290754367 +0.08995585068468281 +0.02106351500389108 +0.5585106904456683 +0.9967087388840964 +0.1211170637622406 +0.285306229287045 +0.9018405458218625 +0.8909032105999865 +0.13050964597474554 +0.5309323090987579 +0.9475377319996995 +0.9157516688220761 +0.9718710865661226 +0.17574855152180477 +0.04791055168837392 +0.24492629319976164 +0.8896391267428261 +0.37448472715018544 +0.04624097799116613 +0.12717232048451949 +0.24624682916537188 +0.998789521302103 +0.9071920887961543 +0.08378435382402856 +0.12851823217412361 +0.5717537402485713 +0.24427000420393225 +0.7294747628294466 +0.1303408728761258 +0.1146240604585278 +0.04667243291418644 +0.7851452125420616 +0.11372146789807076 +0.9047509680922003 +0.8494783429985534 +0.9121042930525287 +0.1401916200440161 +0.23941092701701713 +0.9723377467400304 +0.5542522942662175 +0.9680883779679753 +0.10556446529840233 +0.6403178670697024 +0.9046685718526214 +0.42782443904019873 +0.3414412978991564 +0.9789579531214462 +0.3505087769305855 +0.6160783020602053 +0.911555675721154 +0.1439218695248908 +0.19191606036237127 +0.2989153067264374 +0.5703595395302731 +0.06771857417406969 +0.21721585871725368 +0.08767085190951118 +0.696184510902139 +0.9060128280846791 +0.8270152541452251 +0.10819556998800929 +0.8925834554965455 +0.39527500832787243 +0.05756201784434218 +0.6599913851183891 +0.13335371947482463 +0.9765235531128809 +0.5921712194694843 +0.03441314805619942 +0.21998216988674232 +0.12688259214195 +0.5780831238026607 +0.10017033403948823 +0.5816738396541605 +0.6443284594262789 +0.09268446247556258 +0.8254501965142005 +0.8441719685324878 +0.7795731339012797 +0.2395500947132231 +0.15076620893722573 +0.05467675972921018 +0.0829759686085561 +0.7365449920580407 +0.5103791947791763 +0.319339189546811 +0.1237114935424491 +0.386660128035558 +0.9126757127030086 +0.5148621943641711 +0.9830562379796152 +0.9753359933450784 +0.12533796078857545 +0.3735841069598265 +0.73258534262227 +0.733676267663919 +0.02073699586660262 +0.8358271633418791 +0.9660260660465916 +0.7898958285020276 +0.043692175365341 +0.09547174214426014 +0.8378603551894425 +0.39406926108794393 +0.5111908772920275 +0.6105305447754715 +0.9752851811508796 +0.062008301387864784 +0.8404196171922979 +0.38282964156117627 +0.28369670143819864 +0.8845631281532707 +0.2346867701006309 +0.05581407049190243 +0.5425816781869832 +0.9688316696137637 +0.13549770792796925 +0.17437422165870695 +0.5483229774578309 +0.9886839301519986 +0.4244752969063008 +0.02747019662036278 +0.18875418852153697 +0.14742150670116938 +0.8883772253159008 +0.5866686024295067 +0.0903685443295432 +0.7904446921180336 +0.9853961907618964 +0.552384723647222 +0.7731108803165324 +0.9944289691201963 +0.9490782539122773 +0.8536515242629611 +0.606083316661147 +0.047388944900369295 +0.1490035438260029 +0.5092149704459209 +0.15862324011308498 +0.6206305254417404 +0.07319481846017446 +0.037659014402779335 +0.1980700350586712 +0.24173988288355078 +0.557616141571597 +0.6107719879382986 +0.7403783314523655 +0.9966229927817619 +0.4420783468546653 +0.035938854717678916 +0.6986741280865184 +0.0329717862788814 +0.0188157523568196 +0.9892088702919635 +0.6294112442578312 +0.185741952101653 +0.9640112792984379 +0.0972078846782059 +0.7138886086229157 +0.7116646259218956 +0.58084925432753 +0.8896592769460299 +0.06908755433384664 +0.15935385893696755 +0.20258322776693438 +0.18506775204108916 +0.9666329953237768 +0.973861727383067 +0.6421500255576621 +0.12180935614079995 +0.980718554182306 +0.383552433090124 +0.670154333333862 +0.03962273501807289 +0.7758382490692077 +0.8195156420307199 +0.041723107507284536 +0.5397525687774477 +0.41312290945096 +0.3960247777869723 +0.03077563426619511 +0.9695343330511986 +0.8761484318338982 +0.98852974354184 +0.1686673728349565 +0.9858936482272567 +0.060571899037755936 +0.8009643951833106 +0.7955357606219973 +0.8613323084479996 +0.5500658425384524 +0.603292601601596 +0.7867096968109791 +0.9528317625059384 +0.8532139684734827 +0.4696864814755695 +0.3161343035573927 +0.3179097495210016 +0.6994644864887781 +0.9406803652536413 +0.9739066356714567 +0.5998718954698165 +0.3917297306877529 +0.09987334022570687 +0.9850167321642511 +0.18402801587037962 +0.7558298390082459 +0.9985127925335662 +0.6686193973468021 +0.9699339106143811 +0.4077765433480806 +0.8750053423569832 +0.19097526829839326 +0.19806960968708806 +0.8042800616150892 +0.9693590560040218 +0.9830500097658553 +0.9109105984969819 +0.7181082826736943 +0.6078915577699923 +0.9066515288439135 +0.08654191585480239 +0.029152908989818368 +0.12533796078857545 +0.14653422730797527 +0.9911267029874015 +0.1490035438260029 +0.7136545589847401 +0.2782394961775141 +0.9397701276588738 +0.2811148142089357 +0.4198990673801313 +0.9788341593547668 +0.9600272387494422 +0.6124792532768596 +0.40137805078762756 +0.5954664848441672 +0.07549687311150699 +0.9488914949889651 +0.18753721002215515 +0.8622051884321346 +0.6886677907131271 +0.042706378395115915 +0.4650202994289446 +0.8028691951360212 +0.3312122185340242 +0.9700586061435447 +0.9582355221651846 +0.8058453909898834 +0.9787351231699106 +0.0909341917943181 +0.11582001896475654 +0.6932276799543537 +0.2395500947132231 +0.9946813090073351 +0.6060897935803579 +0.7661110051416271 +0.9643111427764938 +0.7260209405462473 +0.03510282875731468 +0.25907094835826244 +0.6891129140614713 +0.21345654376754217 +0.021676091810542412 +0.9896787808277826 +0.987219924363396 +0.22084218380309797 +0.7725145267539998 +0.9811560602290215 +0.8798431437448351 +0.33624702884309765 +0.4140884328627012 +0.579184620952897 +0.32435690577807097 +0.06395988276121008 +0.3447680007460847 +0.1772317292092917 +0.0492996283104516 +0.8172595518899723 +0.03537966384003014 +0.10849343512532662 +0.742750571377387 +0.9991577336132114 +0.4195928567760978 +0.8719530498386477 +0.010460848803042936 +0.9957929141104215 +0.34684453582625674 +0.7450297449297468 +0.09363478370882553 +0.5608968442943455 +0.13211092893636017 +0.11888408091180118 +0.015154719110111828 +0.6315366682019312 +0.9891221716231291 +0.9253316430346796 +0.16055060148165853 +0.2796373328391231 +0.7445616766498413 +0.7151611174700593 +0.964787030581661 +0.970876768013428 +0.780551564923361 +0.33365350050230486 +0.7424769073710099 +0.15907168061199967 +0.833489118396609 +0.4725348752746148 +0.4221676330137771 +0.6751748441309122 +0.6418809046167088 +0.7617459955547552 +0.9395255213557253 +0.7031371353869976 +0.9317041869925127 +0.38046250372302903 +0.9406126983646841 +0.5512594250185431 +0.7923969457177844 +0.9628523741073318 +0.5719504045568865 +0.20818695238578025 +0.765855550893479 +0.769340339770215 +0.9184002201140461 +0.8129153302993966 +0.8828816272790317 +0.9479947988436385 +0.5393518992871417 +0.9833436149852767 +0.13772410863300483 +0.12121378203638923 +0.9490333690398239 +0.08136715510398286 +0.9916098652901648 +0.38397738958684563 +0.16430803238259944 +0.7039276373688707 +0.8969104851594685 +0.8015599947535671 +0.9932046251059188 +0.8667408857273783 +0.7067708229726198 +0.04260333874555354 +0.29717256620014004 +0.9621987998224557 +0.06179721210429317 +0.46839228270331346 +0.05336864589537929 +0.77083340665496 +0.3455096563608861 +0.21841340305567203 +0.06141875878636497 +0.9874782094452882 +0.9305845936539976 +0.7874426123377313 +0.6524764415429074 +0.15191683744150278 +0.4431866629173942 +0.652371741972192 +0.8731790563888354 +0.3394810190753782 +0.07691184982432743 +0.5574616123304079 +0.7557106723836537 +0.05723526249855308 +0.06146249971254169 +0.6702765246154435 +0.11298128074290836 +0.8192568002873619 +0.893814676788942 +0.28225456162386264 +0.21545126655692573 +0.9196495474050127 +0.34911107107982026 +0.9643585321000239 +0.6554209248877967 +0.8726048799150061 +0.9735913097433947 +0.7368280233132628 +0.9006406388349298 +0.589087087322104 +0.2690098066993568 +0.12605784404194204 +0.2843275087430121 +0.9832246027442649 +0.15292535793772227 diff --git a/src/test/resources/regression/splice/predictions_L1R_LR_bias_1 b/src/test/resources/regression/splice/predictions_L1R_LR_bias_1 new file mode 100644 index 0000000..c51c8d4 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L1R_LR_bias_1 @@ -0,0 +1,2175 @@ +0.24217771871877708 +0.008570459820359548 +0.8992451977187678 +0.1963467680068967 +0.09513082452016648 +0.9864024619230771 +0.06482566634941939 +0.18524606206763214 +0.05248454309700006 +0.8033410431554503 +0.9760494048196948 +0.028008640806318038 +0.23257850793339452 +0.21874605267575337 +0.047572797703941364 +0.06597745633201396 +0.1967597935953181 +0.2417781757961474 +0.154773918285211 +0.23748855847089942 +0.07574383135286773 +0.31717350148391177 +0.34144028301890306 +0.9795435687804875 +0.547841712351197 +0.07627879220723931 +0.1613750092683492 +0.9310442742425896 +0.048799280870506175 +0.050740123465279424 +0.19855659591665778 +0.8744398587560341 +0.0804018096702137 +0.7355000278494291 +0.9922111836507423 +0.9632265177461188 +0.9971338437610224 +0.08346128701385913 +0.19018870767868354 +0.20265364968999167 +0.9741203427120061 +0.17429769207861304 +0.11792112380259594 +0.8751117603681104 +0.27891446716621915 +0.9330318266980324 +0.9915008172582591 +0.7238064860379132 +0.7437821850111858 +0.6394682292405114 +0.9359752861747415 +0.13260532365428304 +0.885506438262675 +0.6388311349345197 +0.28265753413889544 +0.8548776311380142 +0.8621673945353481 +0.13709199497844993 +0.975843797109129 +0.028255393749930094 +0.9640018494243875 +0.8829528455691719 +0.11517482595966114 +0.21074746256674426 +0.9647999848180874 +0.4109563492908115 +0.9223116682175766 +0.0662809387227611 +0.9972323198391432 +0.02504061414306166 +0.474736248410838 +0.07382566325444015 +0.9075366936546636 +0.5102530776574469 +0.3244505705321921 +0.6401552980563016 +0.7489410125593213 +0.2068946549102746 +0.9366095186983887 +0.7567421397249988 +0.6730298288843878 +0.2637981723070137 +0.053422140048648536 +0.20265364968999167 +0.19632754765920044 +0.9052011350885145 +0.6561761364647437 +0.6327680769041368 +0.034460029490413276 +0.8775383437598427 +0.133520397535455 +0.4496756669999081 +0.9456714292372412 +0.3460408691772712 +0.05476415936590811 +0.34134094079340854 +0.898781187695014 +0.9301936258296001 +0.9961575911085974 +0.7741276241680121 +0.9183255570703602 +0.41632270575796737 +0.4903662598886174 +0.12976193025905877 +0.09145370106578858 +0.007704646148551981 +0.9562740756188415 +0.9531650029419567 +0.9716432832236683 +0.5599454013701705 +0.027230160591681023 +0.11862672186576025 +0.8058899228606509 +0.2569524700217848 +0.5634918117814569 +0.7756300334400177 +0.3417055288384089 +0.22424905123248504 +0.03148918817970821 +0.288758199137254 +0.9533181400939086 +0.9242972942947665 +0.1912187127405623 +0.04057696948761897 +0.07627879220723931 +0.10076403920837752 +0.13761300138820626 +0.7693198451998061 +0.9770888133643938 +0.19976216044256137 +0.2941191800158799 +0.9925242275322952 +0.9704568207287819 +0.8489987125295207 +0.08231005264258817 +0.994601365614441 +0.013462237430450918 +0.9638378205092588 +0.16385534653507144 +0.31523513499904454 +0.998591904375096 +0.44684338819486985 +0.3964643931392252 +0.5095599370766932 +0.15906723010426294 +0.9423920963519954 +0.7464686360698692 +0.7732477392808915 +0.0968018140212444 +0.3639346777813858 +0.9255433707619741 +0.9924319756139295 +0.047522175755362175 +0.12650053376202497 +0.6878221481191208 +0.8505792151084663 +0.9911659681323826 +0.9730867448833036 +0.9139312265563952 +0.3770870446695627 +0.9491027673654991 +0.33774554594902007 +0.31058353968653224 +0.2994570712641717 +0.9806402322494621 +0.4091079813628087 +0.4635872244639139 +0.9875423878698318 +0.8131336282251557 +0.18975389384679767 +0.028392380660220973 +0.4063370348162247 +0.4381757433493387 +0.7161549911087266 +0.03813100211992519 +0.12111727518660709 +0.35605466172699285 +0.17847458917249712 +0.11241349851719852 +0.8546772541853971 +0.8934146647003656 +0.07741882102722704 +0.7538679486793814 +0.9609520269751863 +0.17714417826997517 +0.2563308387669439 +0.7199872406353724 +0.43512304036861943 +0.8960263925890894 +0.544236074493683 +0.8872056492123296 +0.7121550792985898 +0.22861144044871776 +0.4263813664836266 +0.962107104139668 +0.4404022824352575 +0.15418196369049125 +0.025739071062528315 +0.38313286007236835 +0.028245773856481873 +0.9477206129621696 +0.9151624749979549 +0.9791162961957001 +0.6117399115975749 +0.9837043632383271 +0.47368854451830045 +0.8051648668744381 +0.36776276716695444 +0.9838382358498775 +0.6767771922794903 +0.2669918019063807 +0.9886527406046177 +0.1535849409150084 +0.07627879220723931 +0.31957475844639 +0.0789074594921848 +0.531032522310276 +0.8176769398087533 +0.13658455620648244 +0.9940451731738609 +0.32591997696834796 +0.14409423462006996 +0.7729950435394047 +0.1484109300718015 +0.1814462400733278 +0.3739626116547712 +0.19589920749424225 +0.25524575658155446 +0.675427710234056 +0.9528585882851199 +0.8515740221967927 +0.5013286468108783 +0.8643071031965384 +0.883852430853839 +0.580431959244063 +0.911171620027723 +0.8824371462323207 +0.960511409133158 +0.6616381780379572 +0.9909141446034883 +0.5559658679314082 +0.1462704345447775 +0.4733814224365022 +0.6503442127610457 +0.1915020614121019 +0.2962956118799585 +0.7966099717732789 +0.06076031652859801 +0.2389626215894273 +0.8813166603845656 +0.2544578448010393 +0.6521278784898865 +0.9354305837242148 +0.13041375422649687 +0.9985082111297311 +0.729239752548388 +0.024246509859158463 +0.78463486553184 +0.2863308683890643 +0.16593366320025751 +0.04585779165437781 +0.9931355094741128 +0.71536774384503 +0.8432956334135582 +0.8393000538056447 +0.12381867379144991 +0.9186880989081264 +0.8363221233052859 +0.796936524934521 +0.08452457305204528 +0.987591745595989 +0.8487803422348015 +0.3405854156270984 +0.01033741447555303 +0.13250438109196344 +0.6462397636757784 +0.19724196745243092 +0.046792086286091356 +0.995524503980464 +0.8469349730934935 +0.9594532071854541 +0.09066078297758144 +0.27231920257263864 +0.39242186303923293 +0.6474902117489588 +0.8957382574978534 +0.7442084413893398 +0.8070303070968278 +0.944541242433834 +0.9853582064478961 +0.1336930195694675 +0.10076403920837752 +0.3126451321697777 +0.9863243539731101 +0.45870792044424513 +0.7334026652795793 +0.9785978920911774 +0.9577997393884802 +0.3580494570981266 +0.3245435367831701 +0.8450268205304449 +0.9583522522697171 +0.026450844291201214 +0.3937684434430805 +0.16938125810249224 +0.1543041153671162 +0.7511234784166818 +0.7432160168555347 +0.30252464510678145 +0.4436640620621352 +0.9538852304202496 +0.8836276679835294 +0.9967720807807967 +0.12747976255397897 +0.9541563177067262 +0.945082311264301 +0.995452583728551 +0.9854842185538695 +0.860905911333219 +0.03645220180939847 +0.046543030013444904 +0.3344576058237296 +0.8773530435074167 +0.2169366363119779 +0.07302816726134928 +0.18280121899273488 +0.23904192274502728 +0.007710928288306513 +0.5789679865405728 +0.19711200104017762 +0.22915723958840536 +0.9650519233709908 +0.060235285921693964 +0.07060645325627998 +0.5848104172829359 +0.23715911898999303 +0.9333593509153673 +0.09357490929789594 +0.9584990661397396 +0.05638593994913461 +0.7850208637196389 +0.6242305917906136 +0.26794068440045593 +0.32247343011680774 +0.9993063203112375 +0.5267810863934737 +0.9087162742924628 +0.9087700970189577 +0.9080958861470045 +0.9669748901431514 +0.3766084100372458 +0.0848866955951497 +0.0709623321212555 +0.7949472720835323 +0.9673717246519838 +0.9962465801180047 +0.08365053095663744 +0.6676961460139045 +0.2938458716796645 +0.6342370242303564 +0.8100707070181155 +0.0425358293253849 +0.20517773229771918 +0.047553597844657035 +0.7303320830722662 +0.1466187601949643 +0.8597154977890685 +0.12047128104797927 +0.16786117428133002 +0.6378879795391255 +0.19462830758160038 +0.01502953347998362 +0.3493335188273564 +0.3546604511419833 +0.029560341961851044 +0.10748116395157328 +0.631649749057206 +0.5460996196136572 +0.9203622637701235 +0.7499071968923461 +0.8336866778943763 +0.9768556082195436 +0.6409547955872529 +0.7878168827672187 +0.08386310918025233 +0.9810528131341054 +0.983670277820109 +0.18283776180024244 +0.9751099331410726 +0.9725592446691231 +0.9960536392793176 +0.9876879453481131 +0.9943845066988278 +0.6700166755407615 +0.8956206607373919 +0.43244007141810137 +0.5658933944087965 +0.1716137848488569 +0.4195028293571293 +0.9373203369490722 +0.10186116592192934 +0.9462207556846347 +0.3866187559178622 +0.25017956019990295 +0.42257647294472866 +0.27422320326034444 +0.05323619424936935 +0.9956671864080348 +0.1915821667935312 +0.3677906046599624 +0.9648176279728385 +0.9887454297837825 +0.9433858381180038 +0.08589583261950835 +0.9533975941202777 +0.17097978949271023 +0.8781498375566467 +0.9847677999353238 +0.5969147649527548 +0.4971224472179364 +0.2983041379057028 +0.3954034012100701 +0.7046880845807599 +0.7548911047419431 +0.1715948843185051 +0.8775435301956218 +0.9856872221133013 +0.9899857203033735 +0.02262397860823624 +0.4321903033715893 +0.8560681915503116 +0.9686078211421266 +0.9968951813128039 +0.14690685590347521 +0.6652105145337197 +0.02146732533968296 +0.7457399549650651 +0.19375532168677365 +0.026939736103224317 +0.29461007900225156 +0.6174036997364591 +0.044020145659588554 +0.1923560729743626 +0.8110674949619849 +0.8214400573385822 +0.9913221519339283 +0.016376336768093778 +0.1211985193060574 +0.6125292509891612 +0.7675048787738858 +0.22642632727270423 +0.10501262125475205 +0.3212348118837933 +0.28962096526844083 +0.36268329949463485 +0.9809689772196789 +0.8634153342866197 +0.0512390687251234 +0.9429693745283573 +0.05323619424936935 +0.905881610313376 +0.8201642648847567 +0.5577506704378826 +0.8640760165945696 +0.7970431941360244 +0.7735774497540205 +0.5216674363757186 +0.2837603916028315 +0.6347100073545732 +0.7887199985530566 +0.8134582638024039 +0.19895070232763215 +0.5967281668211976 +0.54619422040246 +0.014707554142458234 +0.987136339736097 +0.2757369082299101 +0.6839397887569113 +0.896909194654481 +0.4216204104844817 +0.9817030029860131 +0.4732207399844431 +0.9600064386361716 +0.7578537176534583 +0.9922633485444665 +0.22795298110308776 +0.04875019364296723 +0.20547713602876336 +0.24881094281525776 +0.26100568028827303 +0.3430423891489875 +0.9577469927849345 +0.031694808669465335 +0.9257416890697019 +0.013264354990029223 +0.8564928846529746 +0.5839981820460852 +0.9827077503247689 +0.07321822841182572 +0.4093044554814066 +0.3061824655207507 +0.6736969715039046 +0.02882443188587356 +0.9069298777786113 +0.8304651701777954 +0.7936279353942967 +0.1089376325384101 +0.8659435539139022 +0.892458980299056 +0.08689129410313899 +0.5502206493138284 +0.40120208919311473 +0.0463686490294084 +0.3354659231397769 +0.9963548081360512 +0.242158653950746 +0.07087674660979762 +0.058343522754924 +0.5840787862863244 +0.8084184120325323 +0.7350230496384049 +0.993283978506264 +0.5621243290172138 +0.12081776057528183 +0.16246023313511332 +0.2804613542630969 +0.11033334838689013 +0.9884245944502797 +0.7826394350457478 +0.43521527054176773 +0.9198263531849818 +0.9870418003667765 +0.9474370511397352 +0.47305637154419306 +0.14828395503512104 +0.31953966216168866 +0.22801343674478666 +0.42257647294472866 +0.7915295717153261 +0.5303286354260898 +0.8678873285958169 +0.7209553586593187 +0.47154717096758064 +0.18138237428444665 +0.15112809158286897 +0.0374778561862409 +0.8966720141610364 +0.3707152171555415 +0.9736973201443766 +0.47023987612857693 +0.6033479496853658 +0.6794235544879055 +0.9414758386676337 +0.9828134063719143 +0.12590024135802874 +0.07244659673954117 +0.19136868449775354 +0.12891692041421485 +0.08416531418202974 +0.4781435347333896 +0.834176277088747 +0.667205690480162 +0.7746334367976467 +0.3927149023117513 +0.2601544539272167 +0.9017605006422247 +0.23322259350058094 +0.17587044537019428 +0.07070266928225385 +0.9652252112643238 +0.7275531412900764 +0.5494700783436801 +0.35432764958308666 +0.14528762166058945 +0.798285009881124 +0.5817187003211662 +0.981323845389033 +0.8253277929700045 +0.971587046393111 +0.12117092177204333 +0.17395116471582098 +0.827728169884097 +0.573943125107693 +0.978478541985689 +0.39704954950272786 +0.8380726939306538 +0.06697719996378308 +0.1631327825241987 +0.06529197858692846 +0.09351371956318381 +0.15693888681265253 +0.8263775262248549 +0.23338727134355192 +0.05624071498458659 +0.9982260619791914 +0.9963419990276052 +0.9624845412043825 +0.4496524845675168 +0.4473974009069639 +0.24687694322691286 +0.9352982781529828 +0.9642265093103817 +0.05883921440170531 +0.07706038048159247 +0.24304726764427842 +0.5045665699854199 +0.9680182297285435 +0.32075417526382155 +0.4526689948647184 +0.8966112256616329 +0.32974883697670493 +0.9713966230250358 +0.11677927602490398 +0.8518167172122172 +0.16786117428133002 +0.9691537546891851 +0.150034227401433 +0.23133458820663336 +0.5851646439485775 +0.09394264243793171 +0.7630683837334767 +0.14155052457566547 +0.9747752724119875 +0.725005634419511 +0.9455634505890101 +0.7837326286815864 +0.2961486658875842 +0.9792733784394394 +0.6727298447957578 +0.6706850993492272 +0.06656486645012553 +0.8607404061883998 +0.04057067240774433 +0.668345038550646 +0.9399545599798497 +0.0961044967560381 +0.24298150280741795 +0.11757178715538666 +0.11395369737593315 +0.5819352548673162 +0.6423285229380269 +0.949597466996495 +0.9827230332386307 +0.6496776706897452 +0.11862672186576025 +0.2618952292494906 +0.11098823691029934 +0.8439976704638942 +0.28905722056557054 +0.11857309437725641 +0.881726451786169 +0.5881422237458388 +0.8088651445314574 +0.9901529665189192 +0.05911151739830918 +0.17755081885518592 +0.8875351065430703 +0.895764224402588 +0.05638593994913461 +0.3675038050327641 +0.2077923673383537 +0.8567437232059008 +0.3030158451318893 +0.993535478358652 +0.43779618491294264 +0.014623347745597419 +0.989403919702907 +0.10999995479115382 +0.05150681628911188 +0.037286345657401805 +0.23855424642935902 +0.9642583453588917 +0.9381947268182842 +0.794955613249702 +0.33004394349343086 +0.4218338339307559 +0.9502799247064821 +0.03472399519129297 +0.5310075402977736 +0.9982612949547258 +0.12800075546369544 +0.9719772771650501 +0.43773758945911945 +0.8554966002410387 +0.5932834949160093 +0.6432196757066977 +0.8962923830053408 +0.988328059947632 +0.0804050042081172 +0.01364277269379524 +0.28776915773529577 +0.21033120843344588 +0.9120758971119994 +0.09145370106578858 +0.7649664970381425 +0.8403405062370668 +0.9359961678850568 +0.600742429187506 +0.05771912836324049 +0.9586782755788026 +0.21286643889115048 +0.4996417797289625 +0.870686815530865 +0.007400694465851687 +0.3473663325812427 +0.16672676980605103 +0.01989400408806932 +0.8640721978476055 +0.05323619424936935 +0.16560424120570322 +0.9792218078918085 +0.1011318898870424 +0.9922357971267483 +0.12907844996742646 +0.2759449120688236 +0.4283665006522211 +0.9134630596223979 +0.1942982530746581 +0.9371024609679645 +0.8881320847565943 +0.9707932083588472 +0.5228268124413062 +0.5528302568642492 +0.07234009786218587 +0.017670614877664314 +0.5569507990414143 +0.18803559865531996 +0.8761562482379414 +0.1377580744642636 +0.04342399882181892 +0.25965091155470466 +0.531032522310276 +0.992227979145415 +0.45870792044424513 +0.9856517057149207 +0.3113567007048613 +0.8671729808962344 +0.9522546248535024 +0.8326248493282838 +0.6248884747043779 +0.21890893868475925 +0.7843362099167835 +0.1126638286952333 +0.935356560737632 +0.08626541533544897 +0.14969416132826618 +0.8812656440140583 +0.9744306798085967 +0.04855104997327855 +0.2544578448010393 +0.9115491373616496 +0.4547322429441378 +0.06817930924481566 +0.9819904714620256 +0.05752935036782307 +0.9347127130284073 +0.9737042126026835 +0.4065899162958119 +0.27526638093083905 +0.08441841506126548 +0.9618049359899522 +0.9911964149643929 +0.9784708268670785 +0.23501104112298116 +0.14064702619670225 +0.5322094711485107 +0.8436939397264569 +0.18524606206763214 +0.21272101847624905 +0.23789049293103112 +0.11314005700137875 +0.8510125235440553 +0.656549131958154 +0.14552060809105108 +0.4391542919276987 +0.6715371928609071 +0.13488523836723856 +0.9766449215262363 +0.06452767792880362 +0.8561374641521845 +0.16736727561338513 +0.7295097326517563 +0.02606075416356153 +0.9913505960243683 +0.9648438636844474 +0.019589926019415536 +0.6005295878444205 +0.6773199852035215 +0.2912806597067228 +0.9836249576365736 +0.7888823139244863 +0.992030218594024 +0.6614275177345764 +0.0203431761198492 +0.9750410108608237 +0.9172623610351223 +0.10307323930104073 +0.9795599613429014 +0.2685993838246744 +0.1269560128187402 +0.9032208818478806 +0.28905722056557054 +0.9333488707146329 +0.9838915006822827 +0.9838793602079716 +0.9750086681979196 +0.33501356884145284 +0.030209753074315636 +0.07443320916962437 +0.7569344031304115 +0.03930641392693272 +0.980771391394843 +0.993757365255414 +0.9826142563684175 +0.9823753094861661 +0.13251238569938617 +0.6474907044655723 +0.15383057692255664 +0.9187293442674443 +0.8991477287165172 +0.6097525087618315 +0.5617639147424195 +0.07929960239154855 +0.14525446844142015 +0.9519511662349027 +0.044589636619414445 +0.4685045815255859 +0.8326734565015214 +0.09010878128961461 +0.06681618971352377 +0.48404762369333704 +0.9518224827321425 +0.4231871474275367 +0.9391377362320762 +0.7397904418532264 +0.3646963758405087 +0.9479000040793422 +0.987172094951258 +0.02164444735485694 +0.9605452523040751 +0.8903933869585441 +0.13027343976060063 +0.2621260737846018 +0.9700497547500313 +0.7493462281460793 +0.013462237430450918 +0.8343238683088914 +0.9732518247014522 +0.9889209225537404 +0.7747316866574804 +0.9422853572028127 +0.11186888406872601 +0.6677380984402228 +0.9839124964442144 +0.9732935651729634 +0.9455075665100336 +0.21834112353886992 +0.6763614201388618 +0.7862261197011176 +0.9821817479644334 +0.995255117852868 +0.28464587292097415 +0.013707458338996505 +0.969737083577826 +0.9278402120349972 +0.976881651785716 +0.9960454042227506 +0.1953557728547352 +0.22198843330526888 +0.40732673314247536 +0.9983775556981407 +0.12411147667900413 +0.03526548988298771 +0.20060498390877432 +0.8126328449832019 +0.09805063378398451 +0.987737628736707 +0.31947302874277145 +0.040277167067032604 +0.21844716484859858 +0.4662365137737098 +0.018688836996823045 +0.9830063560415508 +0.9220833819934515 +0.07047270886531258 +0.2708718240002063 +0.5282622497016715 +0.29769537710489924 +0.5315603868839749 +0.9212225719078025 +0.9599931446025125 +0.09339389407437708 +0.0313970341737888 +0.20321256643776164 +0.17451691981250128 +0.05023555433993702 +0.1552234537058977 +0.059571634661638874 +0.4300848639531151 +0.050418700982854746 +0.03201235374963714 +0.8891503463175141 +0.6338045306075474 +0.09734932180632978 +0.9120670048642495 +0.9969739819746396 +0.07528994283897414 +0.9831379380840558 +0.7670156179251468 +0.1808559365765321 +0.9864812988438356 +0.2372285768295914 +0.17020055434362896 +0.227105832278247 +0.1477552672826601 +0.20214978155088695 +0.9165456786251779 +0.7953377247119626 +0.21383429825032324 +0.5583612814400352 +0.07923008559122359 +0.2468098612578386 +0.025859910046265006 +0.07151345246884376 +0.6974555732840827 +0.20518224097503296 +0.6231827047172225 +0.11959789802691805 +0.2826618547124325 +0.5271607068258773 +0.3734082439177576 +0.21528177126437936 +0.6634289574299754 +0.8658017474611864 +0.17880952139246328 +0.10069805468941533 +0.4633979083966526 +0.763981274162596 +0.9299374026268274 +0.11320260982327834 +0.7435407636437366 +0.17176893090149944 +0.17395116471582098 +0.08716359836125427 +0.06667184119789149 +0.9990510921818844 +0.5229685943961009 +0.8391869807079588 +0.10027094080642948 +0.11588829980048147 +0.9341034430830453 +0.19589920749424225 +0.7944099267128786 +0.3964643931392252 +0.9693856033188608 +0.6551335740779014 +0.3537117696943874 +0.9479941419064974 +0.02203627438670646 +0.1556476378883747 +0.6167673650882965 +0.9465307491634377 +0.30527467034652195 +0.9808504713481453 +0.9592307221285008 +0.46497319936330916 +0.9773451724357538 +0.08479421535123197 +0.5592617089015398 +0.1552223320438038 +0.6483445226662593 +0.7115793791554684 +0.795168712247821 +0.0667953589292674 +0.6436930476287325 +0.4007527185665742 +0.025247409106128948 +0.09392581168389251 +0.6259362481077271 +0.5315699189650406 +0.025897564973260904 +0.10478084484447929 +0.6099314510958377 +0.2445295368924141 +0.15088768818924983 +0.9299570760189921 +0.9685926554800155 +0.7980523466422293 +0.055375940506631104 +0.06566744046856876 +0.05150681628911188 +0.37894254945982603 +0.05217783904126466 +0.7435790629847314 +0.2594635607608207 +0.4500625010899053 +0.991390462608931 +0.6126620216352687 +0.8935463267522433 +0.6421998061529327 +0.6609709552979786 +0.4331283381224008 +0.9614585327039061 +0.006784040879295625 +0.9891276983489732 +0.15587653512783728 +0.9925025387201473 +0.855977887689038 +0.986700645491356 +0.4783205170482181 +0.7500362061685295 +0.7812313131441608 +0.7858237455575977 +0.9983133357771061 +0.026031747354316417 +0.962155799099754 +0.1357695456944239 +0.23169850035403747 +0.9958971863215866 +0.3832613260079998 +0.8398439255258837 +0.2632558399148091 +0.797324303935378 +0.7129791352635645 +0.33706795980262394 +0.18889000863036828 +0.7743597608003534 +0.973353989336174 +0.6552016170096754 +0.9918411399135857 +0.07411240839006975 +0.8137904731594181 +0.2487758223186802 +0.6455105986497535 +0.08971402991862665 +0.35651705783870014 +0.16779124661908737 +0.06694384891794766 +0.9724755996285575 +0.04210320939171543 +0.05518180089922071 +0.0686276871091638 +0.8173983043679258 +0.6193816907581149 +0.6830747018099128 +0.9114358449786092 +0.034211726067088555 +0.026450844291201214 +0.8409300846357763 +0.7790168260406375 +0.3766084100372458 +0.42257647294472866 +0.9702688233955533 +0.5325953287098067 +0.9472707605874259 +0.35998710765354164 +0.9666602867350711 +0.11256399821287988 +0.25153177232870955 +0.4685045815255859 +0.9439810591277197 +0.24393787285112203 +0.005136549182896804 +0.8956380498641183 +0.2166980317134983 +0.9415031873010976 +0.6949632820503409 +0.7084627271027165 +0.6024975362948901 +0.11272060130505968 +0.3883451374661258 +0.2258978834338985 +0.6279120445691866 +0.032145600596492706 +0.679426871663211 +0.9687425798495665 +0.23604082492795592 +0.9787906815349892 +0.9956168417662606 +0.03721310507878608 +0.9785630020024454 +0.07045218126046705 +0.1927511339237321 +0.6631187770504312 +0.5885698974499466 +0.15912917466777782 +0.9468792409457347 +0.025782887037587788 +0.15813835662571246 +0.7194332779052623 +0.9949987507544971 +0.23197798059808805 +0.10327815415556592 +0.0664519322560001 +0.12906041752339847 +0.3877987370279324 +0.02665721422519672 +0.039474494653300045 +0.8847238898489614 +0.7960441572759218 +0.7330124525499002 +0.5850290404084169 +0.15712747935641652 +0.09728291827243334 +0.9400364896086661 +0.06379694615110215 +0.644972470531558 +0.9465220735425182 +0.37396533698233725 +0.8191858081628616 +0.7298073615273591 +0.8977909389070124 +0.3938151975633388 +0.623128772772177 +0.3437410221162311 +0.995495060826144 +0.7733849357048087 +0.1674192018135863 +0.8739120057648952 +0.03724715952881571 +0.06694384891794766 +0.29625932203265737 +0.03543777883174434 +0.9234913035327604 +0.03958978321979517 +0.3780144249616362 +0.9735039124555662 +0.7338393099395428 +0.7065439493914768 +0.11757178715538666 +0.8952016948045609 +0.884538431431698 +0.9922765594820929 +0.5502410215338616 +0.3456344552380168 +0.4685045815255859 +0.05217783904126466 +0.9849761535148222 +0.7233920852927591 +0.13864342675846159 +0.5130263027859778 +0.054339732817661336 +0.4930356879270434 +0.18275597467292123 +0.9638313610195606 +0.08934105413513599 +0.9369133454488451 +0.9395518412151778 +0.3088108973314872 +0.9859585595889981 +0.35320470626610767 +0.400146931681493 +0.5677489779108255 +0.929794519523103 +0.08860508517146476 +0.7688068297765714 +0.4471446275873654 +0.5338891135381741 +0.9774310961582678 +0.531032522310276 +0.7500197386714867 +0.2970155584826145 +0.9917578820242268 +0.9917077531650927 +0.12732304733993208 +0.9977748682900518 +0.9008286406745195 +0.07047270886531258 +0.004292181440926951 +0.76216737577631 +0.08010836936731076 +0.5278548426483327 +0.04019276829360135 +0.9415638691513232 +0.6737969547342335 +0.8992434339115383 +0.030097475575409493 +0.6208353295623945 +0.24298150280741795 +0.8189043784985609 +0.6036589126280402 +0.0354245503140356 +0.04868419131695996 +0.054719696715517505 +0.5854260544780968 +0.24226716834560427 +0.006490243157780519 +0.011051316508330704 +0.04789342361793878 +0.2343243053215498 +0.8182565501573191 +0.17663902867019024 +0.9815206672021772 +0.9084111803571099 +0.9943296634914982 +0.3493616381649979 +0.159906946874445 +0.34615405804076294 +0.9677729937780872 +0.983379236505256 +0.8892660653666005 +0.9164056225735591 +0.2652121661402906 +0.23748550333348625 +0.7294688271141238 +0.3964643931392252 +0.1715948843185051 +0.8792607651790612 +0.6871914694517717 +0.58797140187262 +0.5025814935432135 +0.9734326257633202 +0.47000558506519796 +0.9178690032034391 +0.15945290218301095 +0.8325034722653598 +0.22343386433767073 +0.1715948843185051 +0.153906084131298 +0.5898907270303376 +0.8208681555891499 +0.1362791003048679 +0.2784114415448189 +0.3063511149705697 +0.7241040165935825 +0.7083158319514095 +0.053427148409212435 +0.5998538106858058 +0.8966508550070141 +0.54999413308133 +0.9280927616967954 +0.41703567089025284 +0.710309820434954 +0.638571042109486 +0.8301813659779226 +0.6125345869698346 +0.9949273826596432 +0.11875015660478667 +0.3431384764687351 +0.7986571718120287 +0.4313238176990927 +0.18951466532320208 +0.17023386906572116 +0.9771550556625871 +0.04726401946886069 +0.23128581679730428 +0.08239853325869875 +0.9618459860896099 +0.6626963815009924 +0.1523049069143714 +0.5338566411279536 +0.9074355662101996 +0.9476542892908929 +0.7522325988242463 +0.7337916773394344 +0.36165476626739135 +0.06620108295019848 +0.6388311349345197 +0.679980139826887 +0.9783020618473626 +0.8118424208712687 +0.11066013328233748 +0.5898903818868009 +0.20547713602876336 +0.10587428550865152 +0.6154437734269164 +0.3221328674738727 +0.065443845771521 +0.5683086576740162 +0.22412358978171001 +0.6338991979371493 +0.8806119455470741 +0.4666398959688329 +0.3773864193451847 +0.985121837096047 +0.18277107794294628 +0.9446993197833408 +0.4802515691089637 +0.6851652678157353 +0.5982066893579024 +0.6829892949568643 +0.8718356687647452 +0.2172425377584652 +0.1082502642001082 +0.41665214274497386 +0.910261722999728 +0.40334645918548423 +0.7620309732560341 +0.009109741459686339 +0.3591591667754928 +0.9246503435592445 +0.20439271492343988 +0.02922537137047378 +0.7910759503860627 +0.8889636253093508 +0.5142935931912939 +0.7862017646346445 +0.16285039107212101 +0.24076767504406643 +0.943247910468159 +0.033825452880433475 +0.16505508888398543 +0.3114986305163653 +0.12572575290734955 +0.7375070096788084 +0.6640842170639147 +0.4224515235659725 +0.5908141157310302 +0.3523968553210017 +0.8076658868278513 +0.4879532019902312 +0.9306176630879118 +0.2507322158532855 +0.1827575251785796 +0.8258717016588981 +0.585772567272329 +0.5476281876877604 +0.8076398992183619 +0.09194931089831578 +0.907553199389045 +0.8891599009832586 +0.9479994603559159 +0.384830357878399 +0.9009081139075457 +0.41721807184259496 +0.19269310083307148 +0.6050703820006977 +0.19597615135203758 +0.9573187154013436 +0.7052347590945237 +0.5434782467620891 +0.18656151270320398 +0.006960939877110161 +0.7897466252097066 +0.09007645190352905 +0.24298150280741795 +0.07534517404599755 +0.22020645393867153 +0.938767670406333 +0.9629186500559714 +0.9260207071018781 +0.9943028915858585 +0.6651190494909711 +0.9255241188723162 +0.8854436466987269 +0.14969416132826618 +0.9854531701806569 +0.9235006471801753 +0.14459728442538877 +0.7839361034861275 +0.5698352048482414 +0.556950076079732 +0.9534801549609492 +0.9304041249323388 +0.9628717109137559 +0.12130043828107935 +0.17471497669894426 +0.48721492243419945 +0.711082155472613 +0.45080048369832476 +0.20893311903724188 +0.30439870545210784 +0.9415031873010976 +0.635012776364637 +0.6034715957949522 +0.2333535228708717 +0.5131009754786428 +0.09362977527369185 +0.3865472668954175 +0.739281815814498 +0.12117092177204333 +0.8765838882414347 +0.20546769451518407 +0.8537690673425627 +0.7512356758502101 +0.08594687430005452 +0.5302570385041999 +0.10896319509508552 +0.5085603786153841 +0.045364404740488064 +0.17282714768999263 +0.9000412834021541 +0.7437907982767868 +0.061254063829713684 +0.02524761174919588 +0.993608425307766 +0.1290774605362091 +0.14039586447822158 +0.6633014684348427 +0.06618803193556401 +0.6507698223279932 +0.6547167129047341 +0.991499934548966 +0.9518714587045017 +0.6188293465632254 +0.4591717874299408 +0.9338684829748157 +0.9005201401607665 +0.13154060767513023 +0.24346921527691276 +0.97320549362068 +0.38759504964040586 +0.04151223221504654 +0.7142049616483046 +0.16985936225077594 +0.9283830073008615 +0.14417704138156756 +0.9988863934361278 +0.21248952252408582 +0.2563308387669439 +0.7925913843268196 +0.8008404357388035 +0.9445093224875516 +0.8873965995389886 +0.15162683069490251 +0.9346698433606712 +0.547841712351197 +0.97608252855941 +0.05820676278911113 +0.44590769504566585 +0.5027072827551387 +0.5021249475772994 +0.5268151389216856 +0.23335114902478152 +0.45419939280364763 +0.12547285684527887 +0.36866265232048767 +0.012456456992517023 +0.9260963331910503 +0.9068832194603992 +0.08441841506126548 +0.5706345390531128 +0.9806359291019043 +0.14655570937691775 +0.8611109956596243 +0.1360505665928103 +0.48721492243419945 +0.11402855668522344 +0.9753229635384084 +0.9949132856105657 +0.9714781699258337 +0.659149284960825 +0.9047096053182055 +0.5412713631654351 +0.5948160699078369 +0.06631801665013196 +0.8361516758738967 +0.037937257813754025 +0.1011614296098099 +0.7840729079136136 +0.9996003837857568 +0.12986800494254802 +0.76457729839304 +0.4079727680222876 +0.5755308294683409 +0.6842701495751267 +0.23197798059808805 +0.812765385381456 +0.29004533590563936 +0.7725393897753458 +0.2314557152688801 +0.955905683339247 +0.21842760940892378 +0.06995708006768693 +0.4297809784343826 +0.9476699413488909 +0.6452915183151503 +0.1701468608275891 +0.14336050460817867 +0.208367061795518 +0.9413642698028136 +0.4297809784343826 +0.11864995766295057 +0.9667296808479603 +0.5422464438341044 +0.017213805349156154 +0.6345395059582503 +0.04286090901138838 +0.23866911904430854 +0.8027996995957728 +0.5113017785901727 +0.9524665504145152 +0.9704273515308898 +0.16083132925619575 +0.5462753127991657 +0.09607876919149451 +0.4536522311093773 +0.8649134360304782 +0.11482341936443068 +0.5992401423404786 +0.20860412343083182 +0.8325551816115802 +0.8887016598518229 +0.04022109720547793 +0.8964153314721884 +0.3815674487521332 +0.9959072804532129 +0.21002820938741923 +0.47706921325774093 +0.1767494298862285 +0.11862672186576025 +0.9686783555140759 +0.2913844817152183 +0.024467119807910442 +0.10202295435782226 +0.6314089334593594 +0.31609679031437377 +0.9795197695236554 +0.4837345271185469 +0.7755929404381053 +0.09366828097431888 +0.9781964276895041 +0.629215049049839 +0.7902746853776391 +0.17847458917249712 +0.855865789765643 +0.08989458122388293 +0.9943682950252875 +0.9373782590775546 +0.2891421153737301 +0.09986635772738316 +0.07931922811235989 +0.060335150670092874 +0.5718755284676397 +0.1922597194502507 +0.9612522173747192 +0.391433122043169 +0.9075491224044304 +0.15308121905607594 +0.9566431522994177 +0.15712747935641652 +0.7652841458455031 +0.44727551249286557 +0.01116569982566173 +0.7144453870281029 +0.9110628011987673 +0.1929907815556544 +0.9772440310044037 +0.9780234202854954 +0.43175047001970274 +0.9523038981007863 +0.9538071628902457 +0.3366493752376937 +0.042562758395442796 +0.9922602616292426 +0.08792700772944252 +0.16560424120570322 +0.687590309981992 +0.4254585384887446 +0.04805974197308438 +0.6185887955155182 +0.9821577668225373 +0.10344046988739106 +0.5835921745343305 +0.2912032926989654 +0.11272060130505968 +0.5064322486149316 +0.6686923141126808 +0.9685946961714093 +0.07800390348481537 +0.5523805721659111 +0.9711601799458852 +0.9743344131021777 +0.6530537939596806 +0.6809931560453913 +0.8955481169295486 +0.7189460809617942 +0.19416351480956148 +0.9466625025055744 +0.9712162099184617 +0.6232368372822082 +0.37860588094890896 +0.21373544655591098 +0.4375655875391196 +0.17843142366161963 +0.02896248432739512 +0.6781115427508175 +0.589167334643477 +0.24793205781287622 +0.998680744570365 +0.5143807898121503 +0.8373341000817809 +0.9889011157666953 +0.07905329921554874 +0.12229250912607506 +0.12906041752339847 +0.24548495415942836 +0.8277451633840961 +0.2550376515050925 +0.993504355399578 +0.26055154479859866 +0.449188808818629 +0.9952603044992281 +0.31205055564591017 +0.40051713926029264 +0.5845852884641669 +0.07887438991660117 +0.9597085548208169 +0.7639477281800875 +0.4306928328662169 +0.6103365933856058 +0.3507562392395874 +0.11256399821287988 +0.8772031905491527 +0.023175519983075234 +0.9661619420860209 +0.8155411202589833 +0.7116173708803244 +0.1366836570589768 +0.33430545857856886 +0.6455105986497535 +0.061836253838974536 +0.40318124405581046 +0.8715306192630717 +0.8510892038189878 +0.6265066261805202 +0.08168222950565691 +0.8671748534491245 +0.9110889322909664 +0.07295471076047264 +0.8146622089529747 +0.942234068080179 +0.2402808293425519 +0.048123209275319045 +0.9405228348635155 +0.8951027591437057 +0.3859823465531358 +0.9981632768976211 +0.9685804909424981 +0.15238725130711595 +0.9563385016624425 +0.28360213311489246 +0.054867368635493956 +0.22343386433767073 +0.03547440871828771 +0.8861493602759675 +0.04648831678297825 +0.035560021445524864 +0.02915071510370633 +0.9442603129721185 +0.4725011167612464 +0.9970223495665629 +0.7175154677732367 +0.9872114103952415 +0.6356637167626907 +0.9978317499374814 +0.9146263853270311 +0.8299817501517355 +0.7810329449244937 +0.6492092363267585 +0.762659102956249 +0.6016206100744164 +0.6329339045079744 +0.602839327146541 +0.893239601579905 +0.23904192274502728 +0.10087591914373997 +0.9982435452412893 +0.25391110400222716 +0.41085288829089234 +0.9611954343558592 +0.4305870730865871 +0.584048099323253 +0.06312147170419795 +0.08999212601726318 +0.7862261197011176 +0.9547366425523842 +0.2734450930075407 +0.7797508478127977 +0.0945403332962403 +0.8932192281513434 +0.11874131897883977 +0.05217783904126466 +0.983662437465527 +0.546848982708639 +0.8949034143211304 +0.28601351249939544 +0.547841712351197 +0.9095818902103564 +0.09362977527369185 +0.7561401803132274 +0.9401807894269987 +0.8461976894990048 +0.6684950394930522 +0.8099103973194256 +0.05238774656024805 +0.7813857977393562 +0.5215739518036163 +0.05150681628911188 +0.9107700876672519 +0.21963945196714768 +0.10776731333744943 +0.028287273136119753 +0.7452664414756179 +0.5669237344375132 +0.22391509232415716 +0.17023386906572116 +0.16672676980605103 +0.43879556310197737 +0.012181982582069383 +0.8036270281893425 +0.8506026537821713 +0.9973052068337894 +0.6661714372765394 +0.24262225736046436 +0.07419530426242509 +0.7843353972689615 +0.11885856286306286 +0.15515357607416022 +0.39549706404572516 +0.9871735060225467 +0.8102017828815707 +0.22194355167914348 +0.9458767817905558 +0.9455425341200734 +0.6083856644915786 +0.9954563589482277 +0.48768870959970156 +0.12739434970033633 +0.2962956118799585 +0.6824017999823442 +0.8958913229854158 +0.7925240302693937 +0.9439274299159646 +0.1125946416261348 +0.19881648461944038 +0.5954989879179979 +0.4230734559154372 +0.9064923468919052 +0.8270522898940464 +0.8804447325185831 +0.82552278101541 +0.18576471382169146 +0.2413653060049502 +0.24332241660240542 +0.9885195323106969 +0.2899342765372252 +0.940238504462468 +0.6339110486725529 +0.9786752401771102 +0.9512045608362935 +0.8414102154709173 +0.12412003871560146 +0.35906190575195823 +0.672781848486458 +0.3062647118651833 +0.177762706501874 +0.3611641087996166 +0.26334236946482326 +0.6124762519514886 +0.20114830357643973 +0.9504581913168622 +0.712566918843569 +0.16800716341232927 +0.35405987911310294 +0.19257482805067552 +0.449705566037355 +0.8750197038918892 +0.025323689998209244 +0.8334305410961802 +0.14493128209884917 +0.20109626664412522 +0.03772555958479778 +0.06998285844275007 +0.7645617450393636 +0.08572052449519421 +0.268866980537878 +0.11485398010234789 +0.1396974919681825 +0.9913647154995241 +0.9506611189100993 +0.16203788651983797 +0.9223436075729208 +0.13257053318840264 +0.10250438630999881 +0.06822893718430446 +0.917168865154739 +0.09915096795266651 +0.911247045645792 +0.6412177302302449 +0.24298150280741795 +0.983104085371437 +0.06068140132582794 +0.9551151720866616 +0.7492248903855803 +0.9081108579339059 +0.927573402362956 +0.07540214509166422 +0.020067870211034233 +0.5599787721005608 +0.9969395018243686 +0.11634888366275663 +0.2784114415448189 +0.911275082951574 +0.8941848138570112 +0.13317772925111457 +0.5242678399673166 +0.9465567765369172 +0.9126260862572144 +0.9734779387916962 +0.16049481131087956 +0.04364521138897474 +0.2595497103883996 +0.8869062119421071 +0.3860376787572889 +0.045588739184588944 +0.129410554340711 +0.24815940892160196 +0.9987274748444572 +0.9118683084405467 +0.08386643012090546 +0.11945114553861426 +0.5646459867055053 +0.24314382133324894 +0.7290556217069964 +0.12721201348722735 +0.10402634017243485 +0.044020145659588554 +0.7749535468065293 +0.10883746997673538 +0.9074286937155457 +0.8373478091515697 +0.9121904714747902 +0.13561263226545062 +0.23850924648527935 +0.9688076894880258 +0.5550923106858241 +0.9695195103355081 +0.09911121002806633 +0.6515577917995338 +0.905791860746726 +0.4520822545315026 +0.3367184527462564 +0.9799951916488575 +0.3454273795201029 +0.6248884747043779 +0.9151310859249819 +0.14045282967843756 +0.18709192873100658 +0.3023199235879797 +0.5782767787997191 +0.06558499811379863 +0.21091463632756371 +0.08581960737941177 +0.6974867035599209 +0.9007448838946551 +0.8388956889748147 +0.10740910319138282 +0.9006015550440624 +0.39213548977938223 +0.05996930842913083 +0.6655270123447862 +0.1296029589094946 +0.9752528154454497 +0.5818299987737622 +0.02922537137047378 +0.21925321458436542 +0.11816751387931347 +0.5675950221970136 +0.09504465228025553 +0.5852547612557661 +0.6335286434752514 +0.08938343976714865 +0.8201741277290985 +0.8408665867371129 +0.797389984974805 +0.2379534412206352 +0.15679564068026144 +0.05088628437313421 +0.07704676434830272 +0.7205967440379883 +0.5093321554277329 +0.321934173230712 +0.12623323171827544 +0.38581273483640915 +0.9085984803827187 +0.52603702802989 +0.9832536816793723 +0.9728625318701547 +0.12906041752339847 +0.36321898374585415 +0.7434442594007994 +0.7431166947890111 +0.022027271955378607 +0.8435985075309318 +0.966965870294375 +0.8000914147097825 +0.039837241018742586 +0.09858066320817438 +0.8332342864635918 +0.41376251158900607 +0.5195450976018964 +0.6015066667836807 +0.9771897612748593 +0.06361490158961684 +0.836898552715083 +0.37203936863889736 +0.2719971604964921 +0.8825690342052744 +0.23904561096484592 +0.053460448679626335 +0.5472561832872748 +0.9702101023923084 +0.14345596424644214 +0.1753033719480459 +0.531032522310276 +0.9894507884752461 +0.41178344245686416 +0.026450844291201214 +0.18736510136148352 +0.14670639448670808 +0.8903799955423867 +0.6093158465609919 +0.07719642802969069 +0.8084853535699669 +0.9855742296434862 +0.5713826200424305 +0.7714624186817552 +0.994541380375809 +0.9497144434762439 +0.8643910309851686 +0.5987876531068808 +0.046792086286091356 +0.1475530548550989 +0.5008086123671907 +0.15916783190537684 +0.6347718960546703 +0.07069997064278191 +0.03617365111462211 +0.21128829791670004 +0.23702024560738152 +0.5663967181027431 +0.6370928692909116 +0.7405617767562511 +0.9970491791343394 +0.43547959889435145 +0.03641694538901863 +0.692280718920306 +0.028698259511440817 +0.018254420658290926 +0.9900387560256714 +0.6473222160865729 +0.18304054932137484 +0.9662171475640573 +0.09345491575527262 +0.7152350295148202 +0.6895887169633147 +0.6178189786014671 +0.8824181829231722 +0.06694384891794766 +0.16712159764569623 +0.2056866532719991 +0.17296974257966943 +0.9689951885989811 +0.9750970415944189 +0.6394406030154701 +0.11162927509756027 +0.9818607747535458 +0.3761158179053943 +0.6535488468801189 +0.03742087952687932 +0.7827216421788206 +0.8134582638024039 +0.04151223221504654 +0.5434782467620891 +0.40131186445425066 +0.3885085191687442 +0.028255393749930094 +0.9725649878968524 +0.8744496137006454 +0.988666434851486 +0.16340092911455098 +0.9852777431338651 +0.05918378005053243 +0.7968258720647412 +0.7997015004706325 +0.8594078989030285 +0.5314849257568287 +0.5932356443564684 +0.7760418803607884 +0.9527179583620949 +0.8542981945249151 +0.4775849342271661 +0.3005863263748912 +0.3281720105249593 +0.6886116366623938 +0.9434820955970692 +0.9745449461181258 +0.6026781004024391 +0.3832613260079998 +0.09386691101883206 +0.9863236509679719 +0.17453645821475874 +0.7450082617210145 +0.9986560106251456 +0.6786411151046265 +0.9705600476832617 +0.39393961429132823 +0.8746793117885424 +0.19611128983104809 +0.19071804184053875 +0.8170872435217031 +0.9697059099527447 +0.9817730997411829 +0.9131117459549182 +0.6938758349095868 +0.5947738305590724 +0.9079161593919065 +0.08525727107348184 +0.030607426262160467 +0.12906041752339847 +0.1494481910942643 +0.9921409203677037 +0.1475530548550989 +0.6960311937322066 +0.25542748855410463 +0.9432921952883051 +0.28905722056557054 +0.41065375893002315 +0.9783518243416679 +0.9595234506709348 +0.6221447101636028 +0.4064238808054242 +0.5877609321940694 +0.06604384643431033 +0.9539141380842762 +0.17994883924941138 +0.8626713203225819 +0.6942593815298295 +0.04065199602726242 +0.4554086959621777 +0.8030057652131626 +0.3301382096338228 +0.9683477629126003 +0.9568545752173464 +0.8197697622715703 +0.9799440127849599 +0.09513082452016648 +0.11320260982327834 +0.7103665137356583 +0.2379534412206352 +0.9945758971785205 +0.6291655249834209 +0.7679382154410843 +0.9656502936880388 +0.7277615191523734 +0.035848051906343784 +0.2407223712397543 +0.7124100166523214 +0.21863930198994247 +0.02054354401304209 +0.9909230044399552 +0.9880168556556166 +0.20421871440241215 +0.7634380637748313 +0.9829584942026914 +0.8807273474263355 +0.3466455936204283 +0.4014285014736333 +0.5655024954969674 +0.3433875437340855 +0.05963094789834721 +0.36791861891130834 +0.19136868449775354 +0.05323619424936935 +0.8281490638581066 +0.03282750736261524 +0.11243606166436516 +0.7506220862025268 +0.999143618472092 +0.42324716231911 +0.8772043251189169 +0.009896613350705153 +0.9959645318231117 +0.3349076331925572 +0.7529009054094941 +0.08937555653497103 +0.5520911642084888 +0.122817561624357 +0.11656055629415071 +0.013707458338996505 +0.6484958170917323 +0.9892792061209007 +0.9249268909145778 +0.1560139666474984 +0.28385025600296615 +0.743392144064483 +0.7062070485580506 +0.9645779846469956 +0.9687657742545716 +0.7720254065981516 +0.3272024860162892 +0.7321871732055739 +0.15454582159230895 +0.8507546208722973 +0.45805815785812876 +0.3957339543882173 +0.6766867071748438 +0.635012776364637 +0.7618407045928878 +0.9415045577758464 +0.7064226181357771 +0.9321364613562901 +0.38713549426190463 +0.9409075801317693 +0.5594394906226949 +0.8113426094841175 +0.960028019706848 +0.581509875943499 +0.20624943217104472 +0.7676866244505787 +0.7639477281800875 +0.9245569360102657 +0.8182039697766963 +0.8891382876729269 +0.9467364082238147 +0.52276944977437 +0.9825993186766483 +0.1369076115348941 +0.11864995766295057 +0.9441849611851509 +0.08305533865304877 +0.992212042831966 +0.38759504964040586 +0.16098268532388077 +0.6984664978504144 +0.8929466157352525 +0.8133491551793044 +0.9937973574919096 +0.8618923046562241 +0.6906759166482909 +0.04286090901138838 +0.2947910482493979 +0.9639198301249446 +0.06470630836518859 +0.4738740404283251 +0.05626249066106894 +0.7804994621939423 +0.342141404282894 +0.20909277931532355 +0.06647301054119314 +0.9887451615866459 +0.9238788839243908 +0.7982081093927235 +0.6304312302220569 +0.15200350444740177 +0.4711891056162288 +0.6569787380598823 +0.8706268170515155 +0.3242288507756827 +0.07490528354169863 +0.5125616665170084 +0.756096802345298 +0.05683656235732847 +0.0675023537350204 +0.6609701240036696 +0.11357621478300296 +0.8236868671122418 +0.9006916707636443 +0.2983041379057028 +0.21842862537538174 +0.9174874752121828 +0.3540270981414411 +0.9649205866324367 +0.6516554706230326 +0.8718466472424402 +0.9730741227967693 +0.748314556686989 +0.9091575941323708 +0.6337567039213386 +0.2525779751521803 +0.13263015298253528 +0.27008949264770593 +0.9845994011902501 +0.14488801538059015 diff --git a/src/test/resources/regression/splice/predictions_L1R_LR_notRegularizedBias b/src/test/resources/regression/splice/predictions_L1R_LR_notRegularizedBias new file mode 100644 index 0000000..93753f5 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L1R_LR_notRegularizedBias @@ -0,0 +1,2175 @@ +0.2537921680779074 +0.009986500602674754 +0.8909211434114641 +0.2106626838878486 +0.09764688331613816 +0.984701255299701 +0.0729903658311909 +0.18974163057287838 +0.05925800177352833 +0.7934218631559523 +0.974534139607684 +0.02900232808744366 +0.23882406359459396 +0.24004340391194662 +0.05494619339670568 +0.06764912868525004 +0.20304481294435733 +0.2384630936321561 +0.15480455065203494 +0.23371734946123782 +0.07565262535469436 +0.33294290867322424 +0.3583970724778727 +0.9778726456318915 +0.5399082206524529 +0.08232239343292276 +0.1665768097914758 +0.9292523951511135 +0.055535076618636776 +0.052479909875677674 +0.20112635139503326 +0.8745623827805357 +0.09289630072017188 +0.7688787631698639 +0.991590026691888 +0.9639373059382591 +0.9965143151655551 +0.0871996046412021 +0.1983388167035235 +0.2070022110115172 +0.9747808614029685 +0.18532732954685588 +0.13496357082082586 +0.8758854338609248 +0.30115267892517655 +0.9305614683761674 +0.9906731961884752 +0.7197264547096424 +0.7348745960418739 +0.6325077661354991 +0.9305661114350997 +0.14363831912565303 +0.8811257756873799 +0.6315999839674844 +0.28563445029728735 +0.8520894281428436 +0.8524289836369525 +0.13601336265507907 +0.974454292568759 +0.029333797593623593 +0.9618928974412295 +0.8779064654986074 +0.11316857919997553 +0.22375609410461883 +0.9600308695277585 +0.39093115914721194 +0.9245440490146181 +0.0706146780518111 +0.9967865611131335 +0.026013658585976963 +0.46927712911305125 +0.07287023641168719 +0.9026910878963753 +0.5143775341948744 +0.3135465461727743 +0.6368414528971043 +0.7302768174489089 +0.20282240403937224 +0.9388952233909946 +0.7492332197342277 +0.6912495188177888 +0.2617315842925945 +0.060359028245217446 +0.2070022110115172 +0.18730737339311224 +0.9018481622013078 +0.6700174466499317 +0.6354686639397251 +0.03410785741669381 +0.8763190126371531 +0.12587711922876874 +0.45603472047125615 +0.9403923976878126 +0.3419920925968317 +0.05836882465976635 +0.3577806473639129 +0.9061301750360241 +0.9234510166291545 +0.9953086402903463 +0.7679172028766503 +0.9118134224909273 +0.4045834106181831 +0.46377247429200097 +0.1309408459921597 +0.0980838033163503 +0.008610404891482858 +0.9553780208043724 +0.9487603613930424 +0.9728805877077501 +0.5504001094817018 +0.030170440274377184 +0.12141876043923355 +0.8063887475780461 +0.2544147412582443 +0.5750118745043566 +0.7698487774113953 +0.33510721089593515 +0.2416666467772275 +0.03323888521273008 +0.2776852615125482 +0.950335357662611 +0.9192342054721627 +0.1940798455728858 +0.042508997656606345 +0.08232239343292276 +0.09955727777794668 +0.14257700520841532 +0.7728374257252959 +0.9761114633831308 +0.20464428578090743 +0.29092038022137584 +0.9916870688956634 +0.9687575370255835 +0.8505418150168481 +0.09266014477099539 +0.9933831874316407 +0.014914657953828467 +0.9619439862766644 +0.16465331447461742 +0.3113820748823218 +0.9984234120481156 +0.44005986280221326 +0.3732473715317502 +0.5227101499286051 +0.17235043646133522 +0.9421281338590562 +0.7281191871665301 +0.7760844728198636 +0.103791393118547 +0.36874684782829636 +0.9176598968092124 +0.9917333174234163 +0.04863433845864082 +0.12889280721366445 +0.6809113770498156 +0.8457206988867472 +0.989834869283523 +0.9704246231815061 +0.9084117989766566 +0.3806998189121549 +0.9471382200833867 +0.3285553068922408 +0.3294942769204054 +0.3096287164027288 +0.9793875983445706 +0.404412294323762 +0.4685521844502186 +0.9862162702575817 +0.8226442965937387 +0.20122870253648453 +0.029861656590799236 +0.4120483551217067 +0.4447752238757748 +0.713114119214542 +0.03899491620551396 +0.12601020143579192 +0.3638328927553109 +0.1901434150968724 +0.12055811095447326 +0.8525244305994444 +0.8914167430500687 +0.08675523003775079 +0.7620964877826302 +0.9595279828633971 +0.19271306431881607 +0.25459646966539207 +0.7101789264928365 +0.4510948902195858 +0.8965305388335597 +0.5481339823349034 +0.8810254238456398 +0.7198213068316415 +0.2264784407273114 +0.4283015899697599 +0.9598633327404772 +0.4420675988503708 +0.1634023412175181 +0.028059825675775835 +0.37754323271237145 +0.031206090955822212 +0.9496403203921342 +0.9065988951808072 +0.9767084668105878 +0.6195721194090527 +0.9809970176469968 +0.4655320089007208 +0.8091435806779951 +0.36830148812564995 +0.9824536652144334 +0.6680760164987721 +0.26703949836915597 +0.9871789518662476 +0.14615239323311222 +0.08232239343292276 +0.3379031857299954 +0.08418812363579392 +0.5320451260257437 +0.8065419580377224 +0.14454616392583375 +0.9938698968589621 +0.33515235231113466 +0.14488121197487316 +0.7781541191781253 +0.15778735526536242 +0.18747632953107723 +0.36600434362217166 +0.19679562867579925 +0.26161808681927573 +0.665382356082808 +0.9494387793601142 +0.8471614994240595 +0.5149547972812317 +0.8521876687801593 +0.8678305971641871 +0.5579887263651024 +0.9081080445333555 +0.8787413836032947 +0.9593768210138565 +0.6596972403446584 +0.9904443476096053 +0.5655379488277144 +0.1521399957558059 +0.4595770766898238 +0.669329074059675 +0.19050949854803942 +0.3156911650257845 +0.7815191896879039 +0.06799749788669135 +0.2398017735564958 +0.8843222438565352 +0.25756441106617567 +0.6564109504113221 +0.9304966037895156 +0.12645088321541667 +0.998177279448354 +0.7332333757864851 +0.025980320497936017 +0.7814542008273975 +0.29914651649675056 +0.1652111874021834 +0.049960019372506416 +0.992683121940389 +0.7191416140311657 +0.840698660644168 +0.8353496990979046 +0.1286550164708586 +0.9121308930951714 +0.8339527720032962 +0.7972373225623238 +0.08788023035363507 +0.9867679076436418 +0.8554552581472804 +0.3320636703928541 +0.011584703040847426 +0.13538945227949825 +0.6429250647580369 +0.20244075308618706 +0.053469309402520475 +0.9954081549321597 +0.829992361343213 +0.9582375787523699 +0.0985576676422155 +0.28148404046383824 +0.38007758111747986 +0.6397660045489824 +0.8941916541171916 +0.736376059237116 +0.792987674797141 +0.9445806654993166 +0.9849334200641889 +0.13912781106833957 +0.09955727777794668 +0.30727502871559004 +0.9845205763075928 +0.4677268999376979 +0.7256468927472118 +0.9761312342440372 +0.9558485724056046 +0.3406740035925686 +0.3215189983232626 +0.8366135607778907 +0.9599529688711258 +0.02791293982489999 +0.40756732652606553 +0.18181118966589432 +0.16418162083950363 +0.7521869937691603 +0.7450220061411214 +0.3157257242452235 +0.44845241953285603 +0.9507384223421362 +0.8819518214835254 +0.996351410013396 +0.12672651775339008 +0.950346651670038 +0.9442528651250223 +0.995249549593463 +0.9843008720146145 +0.8590947264469557 +0.03868769105422444 +0.04852948345700875 +0.3445736604604294 +0.8653453323004268 +0.21644871600101742 +0.07045395365338722 +0.2024297035280017 +0.2480186948736146 +0.008621238655906815 +0.5764466036865229 +0.19777274442237028 +0.22198500826996884 +0.9617035377111072 +0.06298527287718185 +0.07634942524010047 +0.5987756880811926 +0.2391611045124363 +0.9333345335142544 +0.09392501141451762 +0.953424260893424 +0.060905327623827006 +0.7678889494317925 +0.6149428086273578 +0.29063591558367 +0.3368419255199016 +0.9990865943396918 +0.5159449116015673 +0.9021982196666147 +0.9056043367479867 +0.899134454641166 +0.9660402109876778 +0.38568758420043253 +0.09182120459591234 +0.07487501755344995 +0.7974444977819666 +0.9628542552148384 +0.995959871725702 +0.08957497035479477 +0.6648702322045512 +0.3144027106758107 +0.6197820363420414 +0.8124413981364003 +0.0454675094356754 +0.2203151206293444 +0.050853249710504866 +0.7182097102507812 +0.15045827503217915 +0.856441334986924 +0.11548622375832922 +0.17940581440294573 +0.6461960390664777 +0.2051016388676166 +0.0165051370230688 +0.3524337952257885 +0.3554394885956556 +0.03418332838399622 +0.10740329126646003 +0.6260665575479224 +0.529771364967392 +0.9204114369748624 +0.7365950240477911 +0.8309257927921632 +0.976104471499838 +0.6539146332374628 +0.7864299624492753 +0.08933228162479592 +0.9789357482112155 +0.9833426100706283 +0.19185772947374163 +0.9753266420302373 +0.9677985071469978 +0.9956820388665997 +0.9872710565266294 +0.9932930783422742 +0.66268253788522 +0.8928147219900999 +0.4164051679516092 +0.5792610931780453 +0.17902221335528 +0.41575538606212975 +0.9322289144845983 +0.10763843522364186 +0.9447710654432055 +0.37876649189298844 +0.24039829601199694 +0.4348671681007779 +0.25781172730657576 +0.057636168662272204 +0.9949714718522279 +0.20519883292979688 +0.3616584612760095 +0.962690965150397 +0.988350251094161 +0.9428679280326095 +0.08525411183197873 +0.9465554328084317 +0.1777326017424425 +0.8690237136595762 +0.9849045714610852 +0.5905372972357866 +0.5042090688052392 +0.29684619023808284 +0.40647104990695826 +0.7148689349172077 +0.7406364680120482 +0.18104416109096336 +0.8813390161443863 +0.9845030988086411 +0.988899514615881 +0.025513991752460993 +0.44221296818898875 +0.8541331575934933 +0.9685066268941952 +0.9965801549320821 +0.15493545548140372 +0.6625577072223522 +0.021677587732040707 +0.7354204679388933 +0.20049290841247205 +0.028669397613461826 +0.28459669997200615 +0.61385186139814 +0.04805233103898016 +0.1930433284605318 +0.8148889976433635 +0.8238963467090425 +0.9899098015664658 +0.017147714293241276 +0.12265991682881155 +0.6110790177434186 +0.7842259594959301 +0.2389408431496869 +0.10644050846072983 +0.3302537865736234 +0.29012468933717306 +0.3489136254812486 +0.9781976759379468 +0.8586796595769168 +0.05328816010192855 +0.9404724088809044 +0.057636168662272204 +0.9030075806042613 +0.8262050592986772 +0.5738730142661368 +0.8631320704676758 +0.8089835373520677 +0.772509090405265 +0.5270994653271771 +0.289382814497188 +0.6200493141979946 +0.782283140213957 +0.8167366072280763 +0.2163701197656968 +0.5959862694389996 +0.554099909867474 +0.015108892451954495 +0.9873841555875773 +0.2840414687996226 +0.6914373815033751 +0.8933640386099043 +0.43203657940514406 +0.9784811613069697 +0.46869198001723683 +0.9558440401125705 +0.7572354537099648 +0.9914796891651155 +0.22503861029414154 +0.049561934429937816 +0.20119096305487313 +0.26288065161009266 +0.2691972653581066 +0.3567030514269235 +0.9582364835980461 +0.032524249389060865 +0.9186851782901088 +0.014155634977004278 +0.8531580167609032 +0.5900701950247148 +0.9823017166578831 +0.08515511558978146 +0.43383610471319833 +0.32342414892472426 +0.66399363875218 +0.029215610418140286 +0.9021794702064099 +0.8213405986789989 +0.796851996564762 +0.11069921815115182 +0.8608242073614341 +0.8840069997583246 +0.0931945714982666 +0.544136749431632 +0.40144180503127896 +0.04777195091590162 +0.33529454150751015 +0.9957323259278855 +0.2547126108947233 +0.07315478072192917 +0.06193948159401154 +0.5747047209341741 +0.8147005649154047 +0.7355718279293464 +0.9927194368517664 +0.5490153474998181 +0.12370013151287435 +0.16169816204736093 +0.28029400052805725 +0.11350955650030914 +0.988019491337269 +0.7815830893450199 +0.4309176194827963 +0.9071024007000722 +0.9856446629716638 +0.9500112124979974 +0.4687015869484059 +0.15878360707627445 +0.32444473720906114 +0.2323905519666946 +0.4348671681007779 +0.7821722913274164 +0.5422315490867297 +0.8624725127033606 +0.7437735074209266 +0.47826895709246914 +0.19515674590811188 +0.1598802123225844 +0.04113379729749901 +0.898316300944281 +0.3652076571023153 +0.9744945167667759 +0.4510805648057058 +0.5808954493198945 +0.6684666470486116 +0.9352092491050218 +0.9836293620516874 +0.13207462238790496 +0.0764237845133738 +0.20663972082812726 +0.1315076698119615 +0.0827803357613075 +0.45466965475045795 +0.8380489229999806 +0.6676078146328014 +0.7717927376873364 +0.39508583484830206 +0.27427990608108604 +0.893567563440139 +0.23608820474152745 +0.17298179164053165 +0.07481088807938231 +0.9624414688775748 +0.7220908461628172 +0.530143546692518 +0.35265136400884334 +0.14530983733155414 +0.7932623795820752 +0.5781410261887203 +0.9816277708866109 +0.8275860129333091 +0.969995906682843 +0.12904950918919833 +0.17403631063221045 +0.8235015448587546 +0.5767754173265465 +0.9773623571945583 +0.4096066450437259 +0.8256336156940234 +0.07288673230124186 +0.171745428466025 +0.06704723726102166 +0.09721021157889753 +0.16390349795603446 +0.8173822320995631 +0.234830009043639 +0.059567236217476324 +0.9978851445792457 +0.9957983414871134 +0.9578830519459225 +0.477467569330601 +0.45889697532455226 +0.24097695326669036 +0.9330129851201201 +0.963672931426675 +0.06291721130459473 +0.07575595648091098 +0.2598741743499144 +0.50515427553612 +0.9634178245971137 +0.3105254215666913 +0.4588108618578822 +0.8940958348848685 +0.35086842167600535 +0.9699100804800453 +0.12117342616482307 +0.8428467525335341 +0.17940581440294573 +0.9661690561570111 +0.15437211585424576 +0.2331167639442822 +0.6053609013578203 +0.1086964423003525 +0.7644555708296344 +0.1449468065063014 +0.9748471816069463 +0.7162968356910966 +0.9431258300322741 +0.7764888160582986 +0.30518492444369927 +0.9807950797903705 +0.6842945460689437 +0.6561649544364927 +0.06421965042855197 +0.8513212755730735 +0.04050368821868652 +0.6666021081366411 +0.9395306434234455 +0.10253393076008363 +0.2470910399272416 +0.12200228784222006 +0.11714293425174084 +0.5670387638129648 +0.645269322381598 +0.9496741624822604 +0.980380174243473 +0.6519306495166983 +0.12141876043923355 +0.25343108655510144 +0.11477575937480185 +0.8254766981042546 +0.3148300590153918 +0.12347246613461589 +0.876002227712226 +0.593117780013418 +0.7994137570165136 +0.9894516362147983 +0.060908608453930174 +0.1737231036699946 +0.8844316365018251 +0.9035819261047817 +0.060905327623827006 +0.3758705494043887 +0.20799466265575905 +0.8536273319263504 +0.30817047227347766 +0.9931805866090972 +0.44872261219701004 +0.017005332223094066 +0.9883580341956484 +0.1060955971745992 +0.054287266137600265 +0.04011853207003488 +0.24214136647684317 +0.9591025892385209 +0.9321979941929364 +0.7874869185671962 +0.335976392607065 +0.441499547492206 +0.9506942593862834 +0.035819879871772035 +0.5337672552225236 +0.9978821366094888 +0.12965353997566684 +0.9683679354862124 +0.41890457615313353 +0.8545927440189631 +0.5674816317056999 +0.6358985447334853 +0.8906952518435917 +0.9872221126623414 +0.08305304588932119 +0.014737080773602008 +0.31308626348863766 +0.24303793881831942 +0.902853861419613 +0.0980838033163503 +0.7610343907777379 +0.8257812093175516 +0.934167759337273 +0.5915740271768947 +0.05855181049253789 +0.9561762127349243 +0.22427302818401515 +0.5187297855488565 +0.8695899108725724 +0.008347501298917889 +0.3761000307530387 +0.1718852531008784 +0.02208256585983068 +0.8575715633318554 +0.057636168662272204 +0.16845911641960704 +0.9768745623457806 +0.10913058433251151 +0.9910134677961862 +0.13243252846618575 +0.2683045780493842 +0.4389820232169042 +0.9084194852502027 +0.19586961855018928 +0.9294219804986943 +0.8853893187873031 +0.9693717262801299 +0.5218788938762714 +0.5598935083761248 +0.07976351729554984 +0.019288856008033112 +0.5620455786568607 +0.19684206239369445 +0.8696346453271098 +0.13601623894673562 +0.04678664640942635 +0.27759523216709936 +0.5320451260257437 +0.9913398057881969 +0.4677268999376979 +0.9845394345742838 +0.31480065396201434 +0.8746509699699326 +0.9510771909836935 +0.8214237355264339 +0.6329597921455771 +0.23049154035896674 +0.7764870409981735 +0.11118664625218513 +0.93093647141332 +0.0919446400710705 +0.14598690232765166 +0.879063363418381 +0.9724707689555057 +0.04998450220861407 +0.25756441106617567 +0.90799242626616 +0.4721737278655582 +0.07275514955399619 +0.979795536845464 +0.06251984492090723 +0.9340195948313729 +0.9706959556566431 +0.39961450225034195 +0.2859473623331373 +0.08893639042897694 +0.9579045928953874 +0.9903505714642817 +0.9769400201079487 +0.24395478816374724 +0.1420616265882116 +0.5227792252100676 +0.8424822620113932 +0.18974163057287838 +0.22723778790577526 +0.24020046325905822 +0.11313439771633928 +0.8434306076802238 +0.6423268798383405 +0.14860419701815472 +0.4374769216147625 +0.6780081067113609 +0.14282300374983706 +0.9768304799425724 +0.06685149785658495 +0.8502636540691089 +0.16551175652714484 +0.7045321960889849 +0.028528449727227737 +0.9909313094246838 +0.9655634590877155 +0.02232696272132962 +0.601785890964988 +0.6531927775010279 +0.2998205504834853 +0.9822202895197728 +0.7727289281199426 +0.9919225735928868 +0.681371432711709 +0.02125365649726931 +0.9708533360934242 +0.9088417901566475 +0.10764697917332862 +0.9781481927769249 +0.26122324805393626 +0.13318364355841508 +0.9030500790218916 +0.3148300590153918 +0.9307184358914312 +0.9815884013290238 +0.9819512985720975 +0.9741303313622013 +0.3412841536271732 +0.030921452557886957 +0.08449048488097413 +0.7439316248697256 +0.04197660369323363 +0.9781440438755002 +0.993246434645075 +0.9800870902853482 +0.9826137633354076 +0.13475887310167498 +0.635037182061724 +0.1667060008331261 +0.9180556690297068 +0.8916930190563965 +0.6338799631965041 +0.5524404740908843 +0.08228245092458554 +0.14488873154374776 +0.946731224097453 +0.0471912333257538 +0.4617053535100733 +0.8355602779230907 +0.10069889987727235 +0.0712684973646694 +0.46737397920627094 +0.9504635166096569 +0.4066382425458239 +0.9375142672352003 +0.7397639538831375 +0.37695303139232467 +0.9415325843582623 +0.9847607809149429 +0.02434989126421052 +0.956361000381573 +0.8817548980850818 +0.140262599520307 +0.2524145918180148 +0.9693889612790835 +0.7490204893951979 +0.014914657953828467 +0.8442403410212085 +0.9709427367848852 +0.9876126534529068 +0.7754234866154259 +0.936433089741801 +0.11903292468422937 +0.6764673311073147 +0.9828168259814053 +0.9710970871464564 +0.9418122580616347 +0.22155663140851903 +0.6741095656514071 +0.7825849165792086 +0.980771756569027 +0.9947822431462383 +0.2964888580645411 +0.014906395747358091 +0.9658328385587124 +0.921761998642127 +0.9741717018744839 +0.9956288569844525 +0.20934027375166164 +0.2339036227436892 +0.4315491051253688 +0.9982803468592736 +0.12764442535066597 +0.03690144351045494 +0.20374022038992898 +0.8152744579379736 +0.09702640612381909 +0.9864754161713328 +0.31081660106911685 +0.04345454763090685 +0.22329210148450943 +0.48715539224751825 +0.018772993034035446 +0.9819035144095324 +0.9146784400057619 +0.06997755132778971 +0.2702309032197564 +0.5288558084185656 +0.32123058287911666 +0.5348284267212203 +0.9172315253580186 +0.9566244522316071 +0.098703783114411 +0.034531732010985534 +0.2146571008369262 +0.18381000903011716 +0.05617650120429384 +0.1631062378239986 +0.06376141005226967 +0.4147819955657074 +0.053128666273844265 +0.03301998653246184 +0.8773662982568067 +0.6286653841541027 +0.10453635648960821 +0.905300012726965 +0.9963811908296146 +0.08134215555684368 +0.981359614171538 +0.7706918421937723 +0.18456381542319047 +0.9844118145893995 +0.24202089329076634 +0.16675911374993357 +0.23115715252367514 +0.15598017906996675 +0.19138326548468845 +0.9133839273465943 +0.7802401386959043 +0.21466715460028046 +0.5647545216046786 +0.08069715622851259 +0.2474890564244809 +0.027756069276597316 +0.07642813277659555 +0.6934438488478974 +0.20117416190875287 +0.5964697261857649 +0.13111648928588499 +0.2783641435975989 +0.5167073099973233 +0.37809623308538276 +0.21470755016636053 +0.6557155684566542 +0.8679848993662037 +0.1897486580661341 +0.10507249814194769 +0.45537566932507884 +0.7761755112863984 +0.9300451576193122 +0.11629162187181745 +0.7476783739732209 +0.172471081391138 +0.17403631063221045 +0.09329282380882606 +0.07054663609376034 +0.998885399557683 +0.5083992494182903 +0.8268113820153442 +0.10940415518426515 +0.12175418474989626 +0.9281997927858305 +0.19679562867579925 +0.7910045973770379 +0.3732473715317502 +0.9664870005363642 +0.6520715612709865 +0.3602728974747933 +0.945534246227944 +0.02209038247610826 +0.15696602539131724 +0.6241361077853766 +0.938380333613072 +0.3195154503366884 +0.980491356039124 +0.9576612742135178 +0.46714453892977026 +0.9749066365566186 +0.08028352776491202 +0.5709990338972581 +0.16148087780172246 +0.642379106535671 +0.7090891740118904 +0.7827650819740151 +0.06890962541064864 +0.6119437524690564 +0.3976087813727298 +0.025131440944896215 +0.09549228779481873 +0.625489766565769 +0.5302269693776288 +0.027987051698552833 +0.11133179719875656 +0.6090967226046542 +0.24307711943939686 +0.15784518915576753 +0.925783408245664 +0.9641881240201166 +0.7962516392636733 +0.057288235677115405 +0.0701786680537579 +0.054287266137600265 +0.3660627503784149 +0.05700223934293723 +0.7305963732031364 +0.26096727208395754 +0.4650602229877698 +0.9908305862007374 +0.632759302030168 +0.8918462132877811 +0.631461799079765 +0.6723648184899571 +0.42886551536460094 +0.9562966673434004 +0.0069275350279210295 +0.9899051003420127 +0.1536196014338085 +0.9916748688124962 +0.8458959569052863 +0.9851961085758024 +0.47551081180487076 +0.7346395323206404 +0.772828929242771 +0.7805185907236749 +0.9981058159052163 +0.027506783094719198 +0.9596287730175957 +0.1383135199584968 +0.23730961024091507 +0.9955930527907786 +0.3862447879651843 +0.8333721115041138 +0.26077744126420577 +0.7958767685094056 +0.7142650110198487 +0.3385894586580756 +0.19760907316136658 +0.7690347488375289 +0.9716809591100439 +0.6655964635055972 +0.9919182142208435 +0.07801256069951726 +0.8114966673085627 +0.23862430481632985 +0.658139325852784 +0.08744608761562238 +0.3796555013641417 +0.1799846882575331 +0.06923992118280274 +0.9696649833327576 +0.046662414840711694 +0.05553872928862296 +0.06516550210500412 +0.8022276100216919 +0.6483842491633456 +0.674507227345927 +0.9070070001899095 +0.035004676825717625 +0.02791293982489999 +0.8314237313040743 +0.7693079939660261 +0.38568758420043253 +0.4348671681007779 +0.9690216049145401 +0.5252088912541268 +0.9439362983238488 +0.3756739823218348 +0.9669137190190792 +0.11326083978954685 +0.24837976559596456 +0.4617053535100733 +0.9447331444587572 +0.24688896807070793 +0.005618643579540122 +0.880997909069722 +0.21348740305509878 +0.9392102131748654 +0.6866253188762761 +0.720507516092304 +0.5856928243103928 +0.1172882521865412 +0.40638361490888764 +0.235987045822434 +0.6349891582032875 +0.038083220495670936 +0.6802032483477596 +0.9673397448722292 +0.24064253307555994 +0.9777182546372494 +0.9947309108955157 +0.038873633726240274 +0.9765771948134953 +0.07167811625090785 +0.19753704398931013 +0.6337320564400994 +0.5676104511896036 +0.1692084724910261 +0.9430535658123952 +0.02876168210751094 +0.1719426068849215 +0.7303717086664707 +0.994423394481652 +0.24956760612267526 +0.11059894109040266 +0.06940286219267665 +0.13625967235173495 +0.3809985313102338 +0.028044684312727896 +0.04395479061720558 +0.8858382417666357 +0.7935190298086043 +0.7327889085391002 +0.5870750131996298 +0.152718317080864 +0.09522880364261552 +0.9318860710051952 +0.07047610559432922 +0.6368866727006999 +0.9367720481493821 +0.3869164661877921 +0.8120624185491138 +0.7328656132365783 +0.8876764599729029 +0.4007448888189821 +0.6133260893278136 +0.3498415835024436 +0.99487186637329 +0.7682137832981456 +0.16783412966934477 +0.8635257105876131 +0.040533418182392936 +0.06923992118280274 +0.3022246127964636 +0.037419457717466936 +0.9199508578148574 +0.04385326012101145 +0.3877459835439892 +0.9726327076206908 +0.7255759199649877 +0.7171984362254323 +0.12200228784222006 +0.890958474689407 +0.8759450537401904 +0.9915748354808446 +0.5689787406635822 +0.36494333351098274 +0.4617053535100733 +0.05700223934293723 +0.9834891215515497 +0.7030309699878691 +0.14447216467637397 +0.5038397659146229 +0.0561277416076516 +0.4877622887631115 +0.1765517775840108 +0.962932141636259 +0.09274221815505475 +0.9315647518379336 +0.9385136053246492 +0.3075457731041915 +0.984643596617651 +0.3477083259720608 +0.3983325485105611 +0.5875442852631038 +0.9247323233806775 +0.09213944826157044 +0.7773704912188708 +0.4256639733480233 +0.5396229122067706 +0.9772762415839971 +0.5320451260257437 +0.7388982254251257 +0.3121002736594834 +0.990511707481887 +0.9897913801382993 +0.1249746033354613 +0.9974442090955702 +0.8986253613620139 +0.06997755132778971 +0.0045884005885822015 +0.7569872396593684 +0.08594724384872078 +0.5145242112862635 +0.04324563008109801 +0.937736236264634 +0.6747984690582995 +0.8971915514367949 +0.030605920081035073 +0.6110800076896383 +0.2470910399272416 +0.8090154821157969 +0.581784487595603 +0.03803705788986032 +0.050620749740280704 +0.057144368358629016 +0.5711808787583729 +0.25297119751770475 +0.007170162910060582 +0.012312539485133498 +0.05300049509048168 +0.2322385777166488 +0.8125100276007947 +0.18572440537035725 +0.9800140368541522 +0.9038635194108834 +0.9936329902287653 +0.3560564886581809 +0.17089794255682159 +0.3360497253677614 +0.9656083273410806 +0.9812877133109509 +0.8762629284382385 +0.9122979447813425 +0.26327281118123785 +0.25894716054511124 +0.7389265733553935 +0.3732473715317502 +0.18104416109096336 +0.8703307068299719 +0.6644478187482944 +0.5725820315214206 +0.5336879755463193 +0.9720175518356982 +0.4647883472104967 +0.9088955368074753 +0.16840456123864006 +0.8237519552975255 +0.2380321430230117 +0.18104416109096336 +0.16216300522738836 +0.6128971845531404 +0.811800010885501 +0.1411189234372979 +0.28151547378231795 +0.29751447213897947 +0.7284344470911991 +0.7071624619865143 +0.054631617978972626 +0.5967393813537418 +0.8856875808585193 +0.5272112120667016 +0.9242791281744582 +0.42095930751550203 +0.7136004082791813 +0.6682671956620123 +0.8328272868104687 +0.5982269369165402 +0.9939036825944957 +0.12776436338463712 +0.34654277784177684 +0.7977215038033374 +0.4263666997249304 +0.20837948741797224 +0.1773479710616738 +0.9757839280578751 +0.047384042063541514 +0.2381766839364957 +0.08654987177682912 +0.9573889215545563 +0.6382002303846146 +0.1553284149257087 +0.5481701056382227 +0.9022484505318984 +0.9466122106087634 +0.747724052328765 +0.7359919017284453 +0.34148783999924776 +0.07373608479762296 +0.6315999839674844 +0.67560245660439 +0.9775988276297066 +0.8140292357138522 +0.12173755003374485 +0.5981547634934964 +0.20119096305487313 +0.114062739339966 +0.6044115620229347 +0.33537223258324683 +0.0656336757391825 +0.555086709681404 +0.22179250698970848 +0.6231685951711552 +0.8792107445694516 +0.47578855573415835 +0.39279883462834186 +0.982836274636575 +0.17906113279545693 +0.9398054006973905 +0.4728418703622312 +0.6815284648857147 +0.5925704711560751 +0.686303253534719 +0.8722774004669825 +0.2154858470997365 +0.12044376319133383 +0.4266357524327535 +0.9093951568810494 +0.40518119853138057 +0.7429629523411694 +0.010095505259079197 +0.3546839043038822 +0.924906659332844 +0.2057396415692727 +0.03061555182320715 +0.7853111874544694 +0.8769907260831722 +0.4961364202939494 +0.7864485442159276 +0.17274262948885633 +0.24237774900340783 +0.9390475588920258 +0.03843892399774491 +0.17098478248737584 +0.3122569709252908 +0.13650811751789071 +0.7264061345795615 +0.6732185744756907 +0.4331758685635678 +0.5961915078402742 +0.354997263930157 +0.8092733817200892 +0.48460189524881503 +0.9243919364409161 +0.24396081772480194 +0.18750411161431388 +0.8089972465376063 +0.5848031786135486 +0.5327919803917435 +0.8079176470031292 +0.09366837264169346 +0.9068028492987118 +0.8835442788571843 +0.9444412810417321 +0.38209787351785746 +0.901051312578727 +0.40910948967356536 +0.2056162029945198 +0.6028995382946659 +0.20163503089267076 +0.9517102734934563 +0.6996308501701859 +0.5621249900336381 +0.19261368317008326 +0.0066532345458899765 +0.7780356714989356 +0.09077206326480099 +0.2470910399272416 +0.07925246413846462 +0.22063952452744925 +0.9302810953886163 +0.9606344326368245 +0.9200574228429979 +0.9931585530338506 +0.6710563009970228 +0.9257205737318679 +0.8769113711324438 +0.14598690232765166 +0.9849971281804464 +0.9225634615950794 +0.14409548986416654 +0.7816011023327133 +0.5703979862357538 +0.5612416611525688 +0.9463275061479506 +0.9278866764446946 +0.9604478207953628 +0.11963635718648792 +0.17889011013279288 +0.48150518028694067 +0.6993681781286257 +0.44687160286587907 +0.21191698220405417 +0.32403975476554525 +0.9392102131748654 +0.6573202544668211 +0.5971305407181101 +0.23398968689418273 +0.5289430626290338 +0.09559534764620055 +0.39162561785323624 +0.7205619840394759 +0.12904950918919833 +0.8812162405478764 +0.21149263343821992 +0.856266336586442 +0.7327860687336379 +0.09270028030085664 +0.5273681936851359 +0.11066172927045136 +0.49912264500530396 +0.04560051819158785 +0.17723037594060478 +0.8976771195080604 +0.7381317162757012 +0.06264191818758584 +0.026274445361501118 +0.9927430869624955 +0.14599804496187363 +0.15469272667049824 +0.6502387184510784 +0.07019397675730292 +0.644773194638711 +0.6512736996853166 +0.9903455173173108 +0.9501869987363538 +0.6025740001220884 +0.454791208417982 +0.9283072826040489 +0.8848765920201532 +0.12651983202827805 +0.25158252408517606 +0.9692186606700299 +0.39485711475023133 +0.0442541163013735 +0.7187496591379263 +0.16385124960475214 +0.9246247661162432 +0.14776109513972002 +0.9986132129880388 +0.21140694427863882 +0.25459646966539207 +0.7941894112690132 +0.7936200388286524 +0.9384398096491852 +0.8855732215058592 +0.1536611993773275 +0.9322693254621637 +0.5399082206524529 +0.9745684162531225 +0.061292063529286206 +0.46540996438082477 +0.4639931377054302 +0.48755913199540746 +0.521922539274178 +0.2310381525473618 +0.47900194843540034 +0.13309595379726372 +0.36749991852298597 +0.013879528678692925 +0.9195406995125492 +0.8981550971434678 +0.08893639042897694 +0.588244264872431 +0.9784590668863085 +0.15416284372629943 +0.8424270041577353 +0.15393917623926978 +0.48150518028694067 +0.11803438595178935 +0.9739115167570934 +0.9938523192536818 +0.9686917402288537 +0.61596265333517 +0.9023750870016444 +0.5526798913520138 +0.5851659641867955 +0.07061958514514227 +0.8288974500221011 +0.03881650882769046 +0.10269551249122122 +0.7761651454474129 +0.9995457669584634 +0.1470953776824876 +0.7568999145017874 +0.4142637273823001 +0.5672370827454981 +0.6819018610199203 +0.24956760612267526 +0.8076488384098593 +0.2851221603901356 +0.7532482882884755 +0.2486249400344165 +0.9509065347091925 +0.22268234177853935 +0.07064654025936243 +0.4333130552911236 +0.9482247836951698 +0.6522712666680688 +0.16884278771132652 +0.14669200005523284 +0.22757527248019746 +0.9410347789947101 +0.4333130552911236 +0.11565004104744857 +0.9644715224005624 +0.5263439772680145 +0.016982175127988372 +0.6355721353078267 +0.047237805055714246 +0.23792032755951714 +0.7937118673135954 +0.525855492304137 +0.9495545046209231 +0.967237246191016 +0.17133333207975926 +0.5671583334471659 +0.10632021401287332 +0.46651864094359546 +0.8585368871357758 +0.11649885868515464 +0.5994579266421013 +0.19811457144006467 +0.8234392386487479 +0.8893629431742404 +0.042273469565974754 +0.8961431414219398 +0.39189917806666963 +0.995551962005786 +0.2196366338480961 +0.4883970253957244 +0.18185923612583235 +0.12141876043923355 +0.965351340435056 +0.29697842439889277 +0.024266681216937085 +0.11342439406376831 +0.6275576722458183 +0.30746463191267814 +0.9788480211517353 +0.5054561882294271 +0.7933523530589024 +0.1015168559230093 +0.9752523586951443 +0.6224767973013852 +0.7804882450376346 +0.1901434150968724 +0.858163831359923 +0.0900209573734465 +0.993661313322217 +0.9331413472025336 +0.30110361741191266 +0.10071784781167661 +0.08155457091454744 +0.06586409156157301 +0.5844602585117138 +0.19036433162587463 +0.9557057442279445 +0.39898755887390036 +0.902997248909901 +0.15516362647897924 +0.9523541373599004 +0.152718317080864 +0.77406908955171 +0.4436242978005621 +0.01152871387994807 +0.717164884185562 +0.9069235898847801 +0.19450148717935134 +0.9733734317857597 +0.9773976549653499 +0.4454315224696926 +0.9512678143408932 +0.9531680836538634 +0.32680049668056216 +0.04146984363602774 +0.9921546530697157 +0.09188180672271087 +0.16845911641960704 +0.6819074817542525 +0.4329453062191912 +0.05430341360488979 +0.6077872553567583 +0.9798293088219664 +0.09936631469943653 +0.5629075736995663 +0.2789303601167818 +0.1172882521865412 +0.49626471965009766 +0.6565096262372355 +0.9666816550707036 +0.08616174278458076 +0.5628953487374964 +0.9689250153489098 +0.9727985052621362 +0.65067053454017 +0.6794472309470074 +0.8989331004576517 +0.7112346484795211 +0.19845790165759516 +0.9463008711003842 +0.9692442189261459 +0.6035967429885957 +0.38751692161883095 +0.21224046971882468 +0.42787581575514444 +0.1953191683644672 +0.030255254147380395 +0.6884290155933661 +0.6020909346129859 +0.26364137557766737 +0.9983671425124804 +0.5179837530067658 +0.8225912892128591 +0.9881862865742481 +0.0828718146578006 +0.1270558323842377 +0.13625967235173495 +0.2380896983634559 +0.8141505628448459 +0.25500421604167517 +0.9930903595319462 +0.2619289632427801 +0.43789470184569373 +0.9944417675923342 +0.32070064889782796 +0.3875879225271401 +0.5751637292673678 +0.08178606591629 +0.9571000593995643 +0.7479774633206667 +0.4202556036510785 +0.613405290194 +0.3690066052084018 +0.11326083978954685 +0.8731356271934715 +0.026902040797218193 +0.9643812919286247 +0.8181809665687731 +0.7216802023699442 +0.1395788647325372 +0.353861499068764 +0.658139325852784 +0.06731701025481951 +0.4052582225014691 +0.8722415178125267 +0.8481151267784884 +0.6400075881953251 +0.086069708435717 +0.8607189567626357 +0.9042996617541321 +0.0756820260848532 +0.8238530054048157 +0.9398309974439641 +0.24585797586584004 +0.04909862671208068 +0.9366182430879485 +0.8840597756425587 +0.40567015721400207 +0.9980714843525915 +0.965705865007026 +0.14031690637913163 +0.958093969470797 +0.28495283435329416 +0.05681442521488446 +0.2380321430230117 +0.03963635714430495 +0.8851701774603189 +0.047202719435026276 +0.03750561409227851 +0.03146797444075885 +0.940539554269678 +0.481371626285246 +0.9968509583179882 +0.6992925691622816 +0.9867272528809913 +0.639062469333427 +0.9974709611213664 +0.9112400390440037 +0.8289612016783894 +0.7663679559434636 +0.6386953436262937 +0.7502674891442705 +0.6038769500056546 +0.6237877181822427 +0.5995511299623538 +0.888448197917809 +0.2480186948736146 +0.11323780555791395 +0.9979867390116959 +0.24802768788683374 +0.3945437313038318 +0.9568484075909296 +0.4206152617989928 +0.5673650712744216 +0.06837927052031556 +0.09207137531227155 +0.7825849165792086 +0.9522790471104035 +0.2750649606170868 +0.7868215926906716 +0.09842011851207458 +0.8914565367802503 +0.12056851300648175 +0.05700223934293723 +0.9826552694511818 +0.5392151432386979 +0.8778404312139226 +0.2832418537281609 +0.5399082206524529 +0.9000396270303913 +0.09559534764620055 +0.7600798594455556 +0.9369403908518663 +0.8283397508498617 +0.6656252769039539 +0.8050916659166711 +0.05751966649262831 +0.7682346175924585 +0.5308975242849041 +0.054287266137600265 +0.9009879002427785 +0.23367091779744092 +0.11069366959256025 +0.0289792099316652 +0.7541254189321582 +0.5495828340350637 +0.22338018127237927 +0.1773479710616738 +0.1718852531008784 +0.45346270584192655 +0.013707025938193734 +0.7915111304350478 +0.853605594484977 +0.996997297351209 +0.6495062544034781 +0.24436143770236224 +0.07149094350981676 +0.7836116368390369 +0.12387088505793759 +0.16406780110953034 +0.40330419873124684 +0.9862302726625239 +0.8098352416013582 +0.22275561348850234 +0.9417386482445923 +0.9359063079495525 +0.6189992265585397 +0.9945431983651026 +0.47282352539168543 +0.13649182532548557 +0.3156911650257845 +0.6898954513510043 +0.8912713571121835 +0.7857769934758939 +0.9400090541871848 +0.10998918677650693 +0.1820821166896049 +0.6040903594821815 +0.4562894992048877 +0.9023754657954541 +0.8204624480795112 +0.8785782335753941 +0.8118611689885796 +0.19132156612112988 +0.24729895449619535 +0.22820205497095264 +0.9880542908731776 +0.2887690102194233 +0.9375752421116839 +0.6270752807980763 +0.9753956217891795 +0.9514085291466764 +0.8311850543075385 +0.13598725248022547 +0.3772759997869275 +0.6760797891193453 +0.3007923071715565 +0.18295482208051417 +0.38076496206542937 +0.293176221977748 +0.6078327730858027 +0.2049375768042094 +0.9474952854577365 +0.7177619901161103 +0.1669865503455361 +0.3684561824010295 +0.19128094009025973 +0.4388028119296248 +0.8753655733902119 +0.024419336593230624 +0.8323600252782657 +0.14358111918633873 +0.20134868303129513 +0.03753033032826917 +0.07401651533083872 +0.766888003043358 +0.08975212439205348 +0.27175208774336196 +0.12829478820440066 +0.14079111556597998 +0.9906163776502974 +0.9515909965636125 +0.15748600397144336 +0.9228262835542737 +0.13940353868908395 +0.09931999524437175 +0.06921735141061094 +0.9187668540218924 +0.10502757773362731 +0.913622047627387 +0.6431109408725147 +0.2470910399272416 +0.9809750758456414 +0.06350191205563503 +0.9512836898020146 +0.7331352068332938 +0.9054127295803992 +0.917721060981873 +0.07684022990963907 +0.0222601621547583 +0.5684396346062174 +0.9967275069758088 +0.12531047210102333 +0.28151547378231795 +0.9086001311014619 +0.8891783129212001 +0.127686596715984 +0.5202556454979791 +0.9422152670866093 +0.9100839724784067 +0.9730447152085171 +0.16865496492039483 +0.04630910028728955 +0.26792817560864846 +0.8739042431728169 +0.38069877331669716 +0.046212118142787466 +0.14077745287872176 +0.26915411065811073 +0.998443248954754 +0.9066870201710451 +0.08922627455177728 +0.12343951259263691 +0.5612201066144747 +0.24647299415165513 +0.7319168320118186 +0.13560431770477138 +0.10295936469739574 +0.04805233103898016 +0.7836489759222931 +0.11207212627019036 +0.9025426059915216 +0.8269389477834654 +0.9132484580976353 +0.1341766957649789 +0.24221864006489016 +0.9685137591043678 +0.5760744181189181 +0.9650468669273661 +0.09978811488429401 +0.6534709083399168 +0.9020125931637152 +0.4660724775622574 +0.34441539158537 +0.9796243848619203 +0.3442905126774222 +0.6329597921455771 +0.9096184646233995 +0.13891836783306685 +0.19011272497368104 +0.29703822489711357 +0.585848107224304 +0.06567554735918632 +0.20200814456828262 +0.09322137444447891 +0.7070765093300724 +0.8908340428248298 +0.840362785418329 +0.1240330652430547 +0.8900402347342385 +0.3925542345588241 +0.06667860631675279 +0.6702345529088726 +0.13221069185804252 +0.9738392346587722 +0.579690241067413 +0.03061555182320715 +0.2152584962299757 +0.11829498746570546 +0.5880865125980482 +0.10505526614527623 +0.5953435078849199 +0.6303670965751135 +0.09327012244918435 +0.8216366257444416 +0.8397175417241103 +0.779677242477681 +0.23214502964856773 +0.16255741701605722 +0.05227476097171069 +0.08444052850897568 +0.709557526145439 +0.5374912442713865 +0.3224503899465166 +0.13117567851070694 +0.36677418566828396 +0.9026163355545275 +0.5219787608663291 +0.980821167083839 +0.9685689914851137 +0.13625967235173495 +0.3776031898898489 +0.7428862996741847 +0.7492286568707577 +0.02215352626819163 +0.8307316114971343 +0.9648310308578246 +0.7988421896398183 +0.04517680068220993 +0.10496374340533442 +0.819360933786574 +0.41838439702338326 +0.5063066117038931 +0.5964669071470975 +0.9756380496235034 +0.07072022285752781 +0.8428812968932199 +0.3854735612752803 +0.27670750759015217 +0.8787530575157607 +0.23246658345501367 +0.053151365733613475 +0.5373958435408687 +0.9681172297333674 +0.15116277259471506 +0.17418177612510907 +0.5320451260257437 +0.988369695775861 +0.4014713860197957 +0.02791293982489999 +0.17810979201932867 +0.14877863765496233 +0.8855340773644544 +0.6288975044790053 +0.07798516121092298 +0.7953803662486405 +0.9841606750167089 +0.5713190054830256 +0.7820801822444483 +0.9937493551734528 +0.9462152022841955 +0.8671245573883088 +0.6004081581033454 +0.053469309402520475 +0.14991168785950704 +0.5293523878186952 +0.15752959117692394 +0.6230708840876397 +0.0705239025879597 +0.03691829952556832 +0.2120181335976021 +0.24538449533883824 +0.5546583506653208 +0.6274185995559021 +0.7369942912277972 +0.9968242383919158 +0.44935467975559235 +0.042518891488132565 +0.6686543325658422 +0.032381983994728275 +0.019918505898654626 +0.9889748783554058 +0.6480706065917949 +0.18451085130859557 +0.9647067049256446 +0.09300244724407483 +0.717621598561547 +0.7022578979196619 +0.5962171299979762 +0.865233853835831 +0.06923992118280274 +0.1775899421520479 +0.1921826769664561 +0.18308894382502036 +0.9659271303133454 +0.9716680474350144 +0.6427771015252929 +0.11704166836976701 +0.9808758233124243 +0.37899459852234324 +0.6470873754001958 +0.04186129087578748 +0.7698416462617206 +0.8167366072280763 +0.0442541163013735 +0.5621249900336381 +0.4093832898111939 +0.39270104749711604 +0.029333797593623593 +0.9708747276529629 +0.8685179580569884 +0.9875631208947491 +0.16978732330266963 +0.9840584101074615 +0.06225298948261056 +0.7977071992949971 +0.7980502825112733 +0.8644756435730542 +0.5542142109968464 +0.5906071131310312 +0.7736152940892199 +0.9511848364514831 +0.8457461527465691 +0.4761321886292728 +0.3004926730547386 +0.32178577909238587 +0.6738798990355068 +0.9407969809764076 +0.9729786975776378 +0.6002065675313025 +0.3862447879651843 +0.09380029294462364 +0.9860298539578227 +0.18084724969210614 +0.7507476515923397 +0.9983851688239909 +0.6823192972907919 +0.9671134281407732 +0.383335168115877 +0.865418545446748 +0.20856651964670175 +0.19194816070196782 +0.8170327572679809 +0.9680361417259606 +0.9806092591640115 +0.9186796237759323 +0.6798157837749669 +0.5940042618235815 +0.8969649164481592 +0.09307205565053261 +0.032190624954402176 +0.13625967235173495 +0.14618723285218874 +0.9911019477814703 +0.14991168785950704 +0.6918409629047444 +0.2686261667009355 +0.936575400389415 +0.3148300590153918 +0.40824228395952844 +0.9772842360802942 +0.9599760833208426 +0.6204400760020692 +0.3970296247930206 +0.577636515159337 +0.06626426191612188 +0.9540604530693049 +0.17884972194786705 +0.8646381666094052 +0.7047714300580652 +0.042568386318005066 +0.4585880827753736 +0.7976234634501443 +0.3360549320735293 +0.9665497542510506 +0.9541339857006474 +0.8173050496235174 +0.9798832382280049 +0.09764688331613816 +0.11629162187181745 +0.7195486405213903 +0.23214502964856773 +0.9941639053607308 +0.6129211882492085 +0.7737796625635206 +0.966951247202601 +0.7423536876461646 +0.03807923546394144 +0.2395150139317107 +0.6993583348676903 +0.21784251078469427 +0.022247339106673536 +0.9889023641886916 +0.9864169337805727 +0.20798830185287834 +0.774586940930205 +0.9814275642005974 +0.8770546553287747 +0.36707297317708293 +0.41660804365169973 +0.5492694384143105 +0.34026999702457156 +0.0639003271754035 +0.39164809509971 +0.20663972082812726 +0.057636168662272204 +0.824738929684834 +0.03462574594803461 +0.11657347788274249 +0.7524236035735756 +0.9988797230379515 +0.4310872785575424 +0.8866943920318229 +0.010682083880548678 +0.9956385023582108 +0.3427654801444342 +0.7551181611932644 +0.0922703414983372 +0.5554766752604491 +0.11761762477269394 +0.1246399644721154 +0.014906395747358091 +0.6542882698698474 +0.9882865913309022 +0.9140909800076711 +0.1554317121669824 +0.2909998032676127 +0.7361133038213901 +0.7082422533682601 +0.9625904865699108 +0.9658497888668925 +0.7717418900226312 +0.3522857474775108 +0.7327891143726906 +0.1498130492236965 +0.8472684128303247 +0.4498615297742989 +0.41020446059334503 +0.6653582802357849 +0.6573202544668211 +0.7578620050375093 +0.9392632851720022 +0.6884506184475095 +0.9303741809821384 +0.38530082400414273 +0.9396723205872242 +0.5615952428382541 +0.8038921281023408 +0.9549093608833884 +0.5854874481959031 +0.2103502352008777 +0.7643839826184454 +0.7479774633206667 +0.9231146245065363 +0.8150074846917309 +0.8797796325192737 +0.9407660892995348 +0.5326659832044112 +0.9811889952305529 +0.1366604368994769 +0.11565004104744857 +0.9350842940819392 +0.08777654755323347 +0.9914691934205629 +0.39485711475023133 +0.1694287258797779 +0.6910970176802034 +0.885111376197066 +0.8041948129529649 +0.993836951408304 +0.8574740722909702 +0.6904099403219808 +0.047237805055714246 +0.31441174439411934 +0.9627293293269429 +0.06677728087618193 +0.48034715874736506 +0.056422164803625864 +0.7869149628463604 +0.3430818474014122 +0.20680476770207645 +0.07209822771284362 +0.9859759661567886 +0.9122917039677105 +0.7950330076244464 +0.6395006408832017 +0.14559463553554378 +0.4802649500138198 +0.641951785425019 +0.8575544212395221 +0.3309354682617899 +0.07407062574656366 +0.5155383762212579 +0.7601176218687355 +0.06538767836246807 +0.06996001859979446 +0.6598301630212459 +0.11524685743285132 +0.8269928715422286 +0.8916581256164404 +0.29684619023808284 +0.2214851982653082 +0.9186597783732295 +0.341689200158494 +0.9624953737973753 +0.6553995792671351 +0.8718412382293282 +0.9725133919277297 +0.7552933518760543 +0.9039997533175217 +0.6317659453149924 +0.2608329432059304 +0.12982202886568014 +0.27363889880703585 +0.983421040841293 +0.15162197566509536 diff --git a/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVC_DUAL_bias_-1 b/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVC_DUAL_bias_-1 new file mode 100644 index 0000000..9379766 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVC_DUAL_bias_-1 @@ -0,0 +1,2175 @@ +-0.31949669517554685 +-2.6713197715182324 +1.73595642615899 +-0.7809460570572874 +-1.2524395086897893 +2.5661445711517454 +-1.3805268759844949 +-0.7731846252188427 +-1.6171533186837364 +0.5638444771957761 +2.0361755441613356 +-2.055191550634761 +-0.37835019780311746 +-1.0575597181198328 +-1.5853973619827941 +-1.228741003201439 +-0.4608353065665776 +-0.5095351920107383 +-0.49315459673197554 +-0.5100241137275487 +-1.1133763672908346 +-0.19223423458126565 +-0.2793097072888382 +2.5285322701812216 +0.5005994779083286 +-1.4151169534185244 +-0.4933804365532914 +1.3426108958865788 +-1.4115961191286153 +-1.6808574562253256 +-0.5930124211796615 +1.0020256613076874 +-1.4323785316324618 +0.4225439399060252 +2.777466614086052 +1.4762091825999402 +3.5055218955919405 +-1.2496084417799183 +-0.4234478674686369 +-0.905185143321593 +1.7197788526811668 +-0.3892791811389443 +-1.365044858991686 +1.6151736706090085 +-1.1247931829249003 +1.1480767597619215 +2.630684271927353 +0.578590463901522 +0.8718074691643393 +0.9058734033162784 +1.5089430715845242 +-0.8201639995098545 +1.1762669551065357 +0.28897663573720384 +-0.6289516480594036 +0.9538897862739185 +0.5575161204867851 +-0.6387791871434443 +1.920015849906148 +-1.5249640330952374 +1.846771919882486 +1.4271612587840894 +-0.8083236195127785 +-0.2181664901749531 +1.9571551614641087 +-0.1062538996889788 +1.4653349248085628 +-1.4419945762580044 +3.406737543969122 +-1.852556221244681 +0.3288166284604716 +-1.3362628261318479 +1.728317351264067 +0.02896915605781067 +-0.044764575182249355 +0.35946731579065233 +0.5734517422530985 +-0.319890072244512 +1.8662457985560217 +0.43432001906376877 +0.777641170008924 +-0.5763667403876723 +-1.365742733765047 +-0.905185143321593 +-0.6529193138085311 +0.9506708994445303 +0.7923197152610921 +0.5213806453917441 +-1.5677698746637747 +1.032924631108396 +-1.116878109380426 +-0.21030336638787123 +1.4838782145335536 +-0.09455399358474315 +-1.4696105937203972 +-0.23402838070657625 +1.0597592468173134 +1.053184644402799 +2.8641441569605535 +1.1640737220867168 +1.9670878427378338 +0.19513942619410465 +0.19776397542275717 +-0.743744942423004 +-1.0662677381973087 +-2.4312976076686166 +1.6697628990040627 +1.8829788305885038 +1.8243689644231633 +0.037847384692352534 +-2.1737075529603995 +-0.7242779947258052 +1.3131023281272918 +-0.20952177663488097 +0.3056604040587894 +1.06027371255258 +0.061056524811262045 +-0.6086544794009804 +-1.3607583244917714 +-0.10129159153188995 +2.035782661491155 +1.8064689215357503 +-0.9107438498373697 +-1.3817016208476511 +-1.4151169534185244 +-1.6587407373823195 +-0.7591445197852197 +0.2732671119324554 +2.271793042050571 +-0.9133631539766792 +-0.2717066564659606 +3.11151533656143 +2.2313722082474396 +1.3035290272001017 +-0.7389511642453966 +3.207979284520486 +-1.9156276871058857 +1.3043922171163989 +-0.8641530214634512 +0.471217152647186 +3.927352966063993 +0.38869273592670717 +0.5484693421635726 +-0.527565093181094 +-0.8340568519280257 +1.3659451236615343 +0.18950690758468303 +0.7320826074808126 +-1.3425535729607052 +-0.034271589036668444 +1.7635810397594878 +3.112127695989082 +-1.5480616251268031 +-0.8395990708643997 +-0.04107339145588236 +1.1122478318573237 +3.3668960760864994 +1.6819817432049577 +1.5842970539050556 +0.11266835942755103 +1.254823723882752 +-0.38796840995876264 +0.12013639362190874 +-0.594498323675562 +2.224886583604297 +-0.18739128984448236 +-0.07671153263590098 +2.3880414197771085 +0.8820880992157532 +-0.7628254490910465 +-1.3363911106630408 +0.1324485648746037 +-0.5211081137889704 +0.6068996628296432 +-1.9157804291425862 +-1.0255986012139597 +-0.5546213810679336 +-0.9764502436479973 +-1.1657974141517475 +1.1827316274975563 +1.391920490678963 +-0.8902499155540596 +0.21929298098643524 +1.4213411580235835 +-0.5609397016911037 +-0.2487527510977543 +1.220806764495037 +-0.16424163656024077 +1.605893587307004 +0.14156799204173862 +1.090575929412732 +0.9284118925790843 +-0.45239329263815375 +-0.08847177776859066 +2.192046099892334 +-0.19323351156322202 +-0.46912662467160854 +-1.8473234588904672 +-0.09855402221760118 +-1.5941185274142766 +2.0439101323252302 +1.6615892425198515 +2.293395543682261 +0.07841953995283518 +2.215972474926456 +0.46007993082161064 +0.7791482489829212 +-0.29820119668847805 +2.300569329406583 +0.5125275178898624 +-0.8406319084522973 +2.5417608878526834 +-0.36751448257122704 +-1.4151169534185244 +-0.26626065447620356 +-1.2463267736324903 +0.48161799380138476 +0.7906552633901344 +-0.6085572990892275 +3.2439907232481326 +-0.38682446188973413 +-0.7246136812975733 +0.7466418046353452 +-1.2775214016283711 +-0.6889126286341071 +-0.2643259723323606 +-0.7377510314537623 +-0.22818665394204737 +0.37737559919419855 +1.706036334900479 +1.1375913174155494 +0.12634534560997404 +0.9294534956397774 +1.6196660676905081 +-0.025822494758113698 +1.6221813553924833 +1.4354642466509444 +1.64879843093389 +0.6557559766982666 +2.7732606451640733 +0.47426428951104327 +-0.5089115838530321 +0.4136049529418859 +0.3461912621366022 +-0.2797075448960516 +-0.3113623404369978 +0.9106408828272868 +-1.660012350466688 +-0.4161392095391096 +0.6268938878432295 +-0.42796357121036327 +0.5843969211927944 +1.1344169261733161 +-0.9781092221942049 +3.700002323772959 +-0.13460881552575998 +-1.7600422841394252 +0.5032707502440174 +-0.20613887002708034 +-0.9654788383230141 +-1.1997770484378318 +2.9118523999501247 +0.8075363878444808 +0.8511075671705579 +0.7394810812976224 +-0.9114433092358066 +1.594586005046079 +1.4040400174842356 +0.8243783128780372 +-1.180887376093819 +2.5144042801500426 +1.2585857602064572 +-0.4843024523149117 +-2.095385619851949 +-1.3505488464591398 +0.17972785390365956 +-0.4943077674132471 +-1.6768674671677146 +3.0073067117008647 +1.192552011929141 +2.0233616427610333 +-0.7148216020234207 +-0.15422831375618476 +0.646948717719828 +0.1875646065938476 +1.5446880232757016 +0.5795123916949675 +1.1224898158331509 +1.431112336266884 +1.6990190070307407 +-1.2056965463340306 +-1.6587407373823195 +-0.34456372587869827 +2.6775426255183157 +-0.29067684398080834 +0.450190239570583 +2.1646425684654176 +1.988302238876828 +-0.2738720390457324 +0.17936260671174337 +1.1804152010135116 +2.141147860793091 +-1.8642916777116127 +-0.16131299044999073 +-0.4864044228103728 +-0.7691531603963431 +0.5288974433114585 +0.5666723869347169 +-0.18717454060625674 +0.22883658538242516 +1.1209243532795423 +1.527080692850703 +3.279088742436708 +-0.8442172561776393 +0.993422920655502 +1.776028238192797 +3.178531173186795 +2.2028101189772333 +0.7284244295216071 +-2.017863018151559 +-1.3903628262589305 +-0.3233079696601957 +0.838301521143196 +-0.7421292486543847 +-1.102733876954111 +-0.9495672837302075 +-0.6617353075078579 +-2.426318263683 +0.02103532912739211 +-0.33854296679524437 +-0.12294637988680412 +1.7136637157208257 +-1.2167600304149826 +-1.5537214759584472 +-0.07810664594599495 +-0.0775531224286698 +1.8819252502076638 +-0.8068356793260246 +1.8387899760646575 +-2.262855775706128 +0.8131240732976798 +0.25491125169892775 +-0.377215139653215 +-0.2898397040822464 +4.0187363469228545 +0.0337694720659078 +1.3844628280111595 +1.1233281374088155 +1.6976700793903594 +1.7440298868158788 +0.12891633708909297 +-1.3019406891836103 +-1.1977455743031777 +1.2031945779825641 +2.0124130434008847 +3.1029131896324427 +-1.163201641604775 +0.6718326385159902 +-0.40802593851009006 +0.29031635983472387 +0.6958777655024622 +-1.7653458880148758 +-0.2467846494513617 +-1.4756895716881036 +0.5552524626014078 +-0.5791525985179196 +1.0746657611090662 +-0.6740095430796772 +-0.5782713281435511 +0.3237513474501387 +-0.994534546920249 +-2.3769864562930327 +-0.6279055923666441 +-0.5900626815585742 +-1.5191174656790543 +-0.6656711431524003 +0.5554901533722423 +0.5030934456892245 +1.6717381994083922 +0.619991448884309 +1.5386463871128044 +1.838869573877212 +0.2530489039690431 +1.170046035916981 +-1.4170690800137231 +2.3098130085219437 +2.351066571166193 +-0.500132843780301 +2.212425069270298 +2.1140152891869084 +2.8133352418486055 +2.689521055340967 +2.8855565609185154 +1.0258529751269083 +1.1631398359902985 +0.5602808671112129 +-0.0961312410038759 +-0.6791468863374069 +-0.06159502872341378 +1.5026253813367973 +-1.1222435151154184 +1.3912715728639398 +-0.035189794482041827 +-0.7011961739429069 +0.2995637408684198 +-0.14905798161453632 +-1.182244003598059 +2.9008815061282265 +-1.0488253138094952 +-0.034190503832989355 +1.8691717774205785 +2.4767597023367243 +1.6361397517742093 +-0.8265619099128168 +1.7444080268489508 +-0.6647417992159912 +1.3452959972809426 +2.121671514995999 +0.18741170893352305 +0.020778221296986275 +-0.1276734077350712 +-0.31427822211781914 +0.2878977277906581 +1.0904365242216223 +-0.655547787254177 +0.9493862856994791 +2.472883882794395 +2.832423336592104 +-1.8474793900558237 +0.3014246983173639 +1.0228228606301832 +2.0974684888322632 +3.8575878152507164 +-0.7498946951571066 +-0.07569203797320304 +-1.261131318163059 +0.5974735087333999 +-0.8744908316065216 +-1.8781742799192298 +-0.4450853367297725 +0.42087104344577553 +-1.2987342645532374 +-0.477677200081924 +0.7762190960785147 +0.6853863072821621 +2.5427826934844004 +-2.009947105894832 +-0.8458445822957915 +0.4769962313561802 +-0.09369743607860988 +-0.4793996443693337 +-1.144619415314284 +-0.282932733432462 +-0.665324837073103 +0.18463405567622382 +1.9491659541230881 +1.5618080477499214 +-1.339342633632555 +1.766663724810809 +-1.182244003598059 +1.2775646671446723 +1.1781947260634684 +-0.05615940902890077 +0.9561197848334627 +0.4489715974942407 +1.0752667854166384 +0.47993970647355383 +-0.6579177088570527 +0.6506228136878643 +0.9055226814940603 +0.7152334543616626 +-0.8944753545785484 +0.2990913771069499 +0.053731547965836866 +-1.995350413173669 +2.2838912711848955 +-0.6446574915424856 +0.6105309338600285 +0.9123250133662012 +-0.4819331641072769 +1.8815294095562003 +-0.21520508702706534 +2.3693611518707667 +0.9323386092579647 +2.226416714037525 +-1.2052250075563338 +-1.5691938279463584 +-1.0236558639249942 +-0.6998399272179578 +-0.38198897232040074 +0.0447251278234313 +1.7478894555134576 +-1.987541076661419 +1.1415368915239492 +-1.7753835287733521 +0.8621040507677069 +0.39749602928342137 +2.506260541995713 +-1.361884272265423 +-0.04805873277170803 +0.1997798722179733 +0.29717522683492903 +-1.5469715875779964 +1.625956855782796 +1.2589691171599133 +1.3315301232591434 +-0.954518923759481 +1.6228716511701626 +1.4207272005628357 +-1.569138682830813 +0.017084788545315033 +-0.0032712070627113135 +-1.1969279249984994 +-0.11369279282860895 +3.2953455095663373 +-0.5947454151742902 +-1.4727799929073182 +-1.2805531421680525 +0.10509789186487101 +1.1200640737194383 +1.0714603366471205 +2.6995724213589556 +1.007239344319185 +-1.122623949218435 +-0.21966387095870712 +-0.3108035723670276 +-1.0337245078132207 +2.4776874349856173 +0.7132051739944792 +0.09248364039954832 +1.766020498423295 +2.8573758043778037 +1.7442490073644734 +0.14475255475967722 +-0.6246605321749803 +-0.3975167032948 +-0.4256900778373212 +0.2995637408684198 +0.6440033605970996 +0.3403475814908189 +0.8364363185024899 +0.09756823118627032 +-0.45814971210023125 +-1.2557811665863639 +-0.8563496309379947 +-1.5166638331941236 +1.433273528299975 +-0.035975671749348195 +1.9460504491011335 +0.5501574988418599 +-0.3087284701470257 +0.6967516636490705 +1.5691477862858432 +2.097415898628987 +-0.740963646478061 +-1.3240650998808507 +-0.6702499735993688 +-0.46546472402762157 +-1.0159324811069748 +0.39816731990877663 +1.426350201215066 +0.7538713482523128 +0.8744837978109145 +-0.8140630309929614 +-0.8597880937996817 +1.2559466391789686 +-0.6442258837227101 +-0.6843668926083556 +-1.6322863350626535 +1.6348175472725779 +0.8147614598113718 +0.7491235505792605 +-0.38970689364110905 +-0.6842779023261762 +0.8892856313630069 +0.6308462845146898 +2.1839278982214863 +0.7422718501991457 +1.7874661134514038 +-1.081590609765744 +-0.5610394047478524 +1.1314474745316894 +-0.15912669146192485 +1.7778797771921548 +-0.16632367714362492 +0.5179429026394804 +-0.915559848616855 +-0.5460002831419287 +-1.3692113441659426 +-0.9674777720190129 +-1.1623103955339777 +0.9783222603440304 +-0.45552513023491775 +-1.5117640344992611 +3.6380743596537832 +3.192207393690482 +1.3903036779601443 +-0.5998806433787066 +-0.5695716894238627 +-0.36871576509049403 +1.4639483509438993 +1.9813061693747478 +-1.252672700765383 +-1.123620334788195 +-0.7513196542985894 +0.4028405921070073 +2.328073705949658 +-0.3513090489152665 +-0.09253978779016027 +1.58977512331104 +-0.22895380279600114 +1.8417701861488986 +-1.2924412078898584 +0.9800343931951189 +-0.5782713281435511 +2.351867065595873 +-0.829496394076758 +-0.35041631535859197 +-0.11752154598966853 +-1.0407664963344532 +0.7172250828270614 +-0.749654587500318 +2.0599255594342805 +1.0563854618292923 +1.5787719917659127 +0.762371201062619 +-0.23655754855955746 +2.8575326432998724 +0.36125872722255126 +0.5917228362435651 +-1.3929183482192091 +1.3438926609363684 +-1.4743503590399227 +0.23275174562207354 +1.4478488974203574 +-1.1844374038522292 +-0.5176528072889985 +-0.8104673226014629 +-1.0382810190493739 +0.07199823232659885 +0.6449630390617337 +1.3148236298777518 +2.7687849521737844 +0.4839306795406801 +-0.7242779947258052 +0.01454039139394274 +-1.0777461545348326 +0.8885288027348627 +-0.48195137559140927 +-0.943747581568457 +0.9846098783430006 +0.7493055042894888 +1.0662635939927618 +2.3615901255030285 +-1.3746950386613759 +-0.4728158902054856 +1.0862922493651082 +1.3771502820545343 +-2.262855775706128 +-0.2071584337105874 +-1.0290787777031511 +1.3854141367587127 +-0.037818829009061486 +3.166772772535943 +-0.10220102628134943 +-2.301954069545368 +2.5113027522481133 +-0.8108426222238401 +-1.2828682391852761 +-1.6745915074036084 +-0.35087941332274203 +1.442137951936645 +1.9097444584703662 +0.8710677947373899 +-0.9151249051330753 +-0.404269628340423 +1.513565424616608 +-1.9589825783761887 +-0.030243285034664072 +4.096921075699297 +-0.34749407101338226 +1.8833627446873593 +-0.38914056783269246 +1.3020939820113402 +0.08068871500711065 +0.8537940588552864 +1.4413003250641139 +2.6079076619746933 +-0.9594947866497197 +-2.1896760960255826 +-0.5572606969089576 +-0.2199420575064495 +1.1117447708824333 +-1.0662677381973087 +0.593889597434294 +1.2841003481750204 +1.3161159327495284 +-0.3619004816156643 +-1.3811674653620634 +1.3955318910345962 +-0.844657639900355 +0.5360971102961612 +1.3177594793179288 +-2.2592487995511883 +-0.32060997808157904 +-0.9285419627409583 +-1.8891653585985433 +1.165407004591836 +-1.182244003598059 +-0.4806023459549933 +2.3449114316804 +-1.2103299143043462 +2.634881394483085 +-0.947012638569945 +0.1203481704510702 +0.17150535434437278 +1.3528684188944906 +-0.6266095354466922 +2.1243536733077155 +1.0298126928113012 +1.5582402652171679 +0.45655049259625446 +0.3469786383026983 +-1.206145270581512 +-1.9791704397059673 +-0.35118711850226464 +-0.8158401434047527 +1.402292899534329 +-0.42723471372337213 +-1.7406206413420011 +0.08271847978114032 +0.48161799380138476 +2.6707497902371937 +-0.29067684398080834 +2.2933498906582703 +-0.4362582753387756 +1.3937426910562587 +1.8515777597466974 +1.0287272876661386 +0.1279580302457603 +-0.25181910253782314 +1.118805048519113 +-0.7377833022770636 +1.2863314266604235 +-1.218259496951777 +-0.8443763458914054 +1.5171842415665826 +1.7456788714494422 +-1.3280475064924606 +-0.42796357121036327 +1.0039432488865778 +-0.36493575580963145 +-1.396668040554776 +2.151823079846263 +-1.4719686078049272 +1.2213097727348647 +1.9318889469857992 +0.24636272599839693 +-0.3541350120572551 +-1.4284545770498343 +2.1809822398961822 +2.5755819258392254 +2.6147762499219125 +-0.6345307654872827 +-1.219449427488306 +0.2697352533884476 +0.8062129505770104 +-0.7731846252188427 +-0.6805587893267735 +-0.6686011389121723 +-1.2480457079395837 +0.8101323433842468 +0.4961342155984185 +-0.6285627038888506 +0.2178894256163807 +0.37831590114344515 +-1.096042961184482 +2.121981146402282 +-1.7899561304724365 +0.938802417001763 +-0.20671798348307996 +0.5562704633080592 +-2.064349535333017 +2.5164478617044637 +1.7716111808994124 +-2.3051085530190267 +0.2499211902587386 +1.0682327969427001 +-0.24430392620586336 +2.432989182055554 +1.003122635774979 +2.575500847012796 +0.559356203658934 +-2.000878114024201 +1.7739515550322575 +1.6555042369080126 +-1.4087923715007218 +1.787933960915649 +-0.19490378428917415 +-0.8751647811742884 +1.3811434493360968 +-0.48195137559140927 +1.2726256051563454 +2.1802844227620173 +2.329171782011156 +1.7162687715480187 +-0.7365342699462865 +-1.6136512848278348 +-1.1506476621568122 +0.9791445660929883 +-1.6657371687252185 +2.3277844793379856 +2.8990582388523727 +2.8376708702354496 +2.0340515208411083 +-0.622018777977936 +0.27763618805727613 +-1.515058069772799 +1.8227556855531692 +1.4362696087474986 +0.42163284903847265 +0.2206123161435424 +-1.0218119539333133 +-0.7372951602820654 +2.1350522506861704 +-1.1551085798146317 +-0.034853524281229925 +0.761707208550405 +-1.1165295485733167 +-1.3944113666977618 +0.10341576367810465 +1.647181320573716 +0.09581400236890181 +2.058629698385028 +0.8490285020829684 +0.19304975076455635 +1.5795060069704943 +2.1973083914331264 +-2.163502940603972 +2.247427830356325 +1.6297174005337494 +-1.2358449618030973 +-0.42341869844362745 +1.8431946660121397 +0.2067569201858309 +-1.9156276871058857 +1.114216540913307 +2.4329459754416005 +2.869485594925103 +0.9252233604465387 +1.8089321170684125 +-1.1942690056582361 +0.4600452219069068 +2.261451031519946 +1.3242563900393118 +1.8333345045074452 +-0.5367679702216522 +0.1791681021040309 +0.7254344434025174 +2.2168911381158845 +2.813254837498917 +-0.29187833499885324 +-2.28083445760285 +2.523453737685701 +1.0976953000427714 +2.063675892038499 +2.9787116576237587 +-0.970800944731473 +-0.6293652556849132 +-0.04330561494726255 +3.206856928480345 +-0.8005597817813129 +-1.6238122885095707 +-0.5112973544166965 +0.41841918835321895 +-0.8588398917406974 +2.418035744520597 +-0.23436957583672727 +-1.672701714157645 +-0.8059727838474626 +0.07468296466823815 +-1.8777426475060923 +2.3736432536747563 +1.7101029880312504 +-1.2881402255961738 +-0.641391133037062 +0.5229000759789693 +-0.008899849975611364 +0.010668683150997116 +1.8203246958848376 +1.8672471611500308 +-0.891609779403772 +-1.4503258074594232 +-0.6826779107920693 +-0.6531600649352994 +-1.239453951432542 +-0.48284553505332223 +-1.7367556499882622 +0.3900062676155406 +-1.0357953401018303 +-1.4777061718892341 +1.6927271928948178 +1.056817205589526 +-1.4726173382240386 +1.1433168224441292 +3.299908816337326 +-1.1911684324830993 +2.0450640592476477 +0.7755008982604845 +-0.7712398081354663 +2.5523451336001255 +-0.31917229870934094 +-0.8117621762166399 +-0.49463105269291896 +-0.6627724854161988 +-0.9330061874747382 +0.48301156331688416 +0.8613935081365258 +-0.7770266356318556 +0.5373388462879122 +-1.0683600994619298 +-0.3840555234478766 +-1.9102255730066218 +-0.8058806215641859 +0.4824464052340299 +-0.32677708054716875 +0.6326932135226059 +-1.0459822964204604 +-0.8353043525055044 +0.18957609711733775 +-0.4048554839030421 +-0.5508201869948188 +0.41439728830878203 +1.2830192632200135 +-0.6555895743160146 +-1.2243441890282618 +-0.29607904180663885 +0.6576529164149296 +1.4760365304000416 +-0.8959653773839923 +0.3571189269465622 +-0.8497042798892851 +-0.5610394047478524 +-1.6729412654872238 +-1.2209403191585373 +3.94368147085514 +0.5074137027296896 +1.4528789377332176 +-0.6305500145969929 +-0.6716756864473251 +1.630573865759485 +-0.7377510314537623 +0.8254614923312061 +0.5484693421635726 +2.0441577063123093 +0.9902146782215023 +-0.14972869382947346 +1.3022981560417912 +-1.8286250677580624 +-0.770124375359568 +-0.16298950926884653 +2.050750938033832 +-0.22506643987343647 +2.5115803365025915 +1.0443858544112623 +-0.15410398676636533 +1.8463217299311203 +-0.9331001901105235 +0.16898846707364648 +-1.049021834627361 +0.6468141996897427 +0.27330777137733964 +0.8443880641520232 +-1.4653220627989703 +0.4634381627823048 +-0.09561922090670308 +-1.797527093817881 +-1.4484786126895703 +0.5254615515841065 +0.8239445251883172 +-1.7245204075424783 +-0.4806095386673302 +0.30737855836900746 +-0.5998260414433211 +-0.7363801897293307 +1.5269406746338334 +2.181272156980351 +1.089511248049099 +-0.9305410551023143 +-1.4892471117673867 +-1.2828682391852761 +-0.24833137513396708 +-1.1237066193807503 +0.5421811103554567 +-0.19780813594078142 +-0.17558159630970327 +2.7707858687627844 +0.1582652523559101 +1.5744311986106048 +0.4040393661006005 +0.5316298319795736 +-0.5288405968053569 +2.1720593738947076 +-2.4377665332112084 +2.4897801108810187 +-0.3903172492334621 +2.616562385869549 +1.321389709292969 +2.6262937889063513 +0.5104248882821966 +0.5530627062856712 +0.7557190044748369 +1.0361029528261418 +3.3468652800740593 +-1.7966090354741542 +1.9771779306984045 +-0.5954275851682778 +-0.457186841045152 +3.2842095032528524 +-0.0014695667942297326 +0.7082812345006128 +-0.5056731539691453 +1.1436970412117589 +0.7167844760936279 +-0.05358008269813661 +-0.6759904566000058 +0.8799796080427124 +1.9614181016343977 +0.4873595605405107 +2.651306408593249 +-0.9976391005045596 +0.680864235807643 +-0.42739200280554673 +0.2610827089908025 +-1.0194224023345724 +-0.35488044529397084 +-0.7130703015230294 +-1.0565256717050233 +2.027451292623544 +-1.7407677031280502 +-1.1389091090397214 +-1.1263938917467822 +0.4195984732914801 +-0.10462732552926739 +1.0796672814614197 +1.3235451848356277 +-1.7609815786573284 +-1.8642916777116127 +0.8793416491705675 +0.9201649386533005 +0.12891633708909297 +0.2995637408684198 +2.122492483066471 +0.1848554492907718 +2.060744954042975 +-0.30036034832738173 +1.8102385879163778 +-0.7255595982365869 +-0.3803352191157491 +-0.034853524281229925 +1.0139843856781838 +-0.3646945921597113 +-2.561918062464801 +2.1850175690538287 +-0.3383276153183606 +1.2726594438083352 +0.4524945210753696 +0.5855498823307342 +0.04296497906567076 +-1.0482147949907987 +-0.10298190740333636 +-0.953184029881681 +0.3566343891856219 +-1.856648760668615 +0.37030892910730784 +2.0536517495279663 +-0.4266338203612369 +1.910031069387785 +3.0883074126570618 +-1.720750999573601 +2.3444054910790166 +-0.8886489962952338 +-0.6254598894322396 +0.46460707361289416 +0.3769024188718587 +-0.30521590750061744 +1.44406429092144 +-2.1909919082407705 +-0.8725982787515326 +0.6273956316184833 +3.1195923217571115 +-0.6828080830351794 +-1.2686645582289515 +-0.9022707223289942 +-1.0664496090405344 +-0.1570733728512808 +-1.7468614752194762 +-1.5017876707195013 +1.3219479820026212 +0.9392116791755604 +1.1570336658007478 +-0.06149864364417749 +-0.5769878530149253 +-1.3091303649834207 +1.2617571788977806 +-1.5153859179280116 +0.21504952542801123 +1.267962908564376 +-0.2227300048220849 +1.1293954947208473 +0.7514838046256342 +1.6694543144031322 +0.08278632947967654 +0.8802064493914542 +-0.37194466881594035 +3.158251349070423 +0.6654924472878568 +-0.701947951029209 +1.6447956355899571 +-1.442379996305 +-1.0565256717050233 +-0.15247172314672058 +-1.6890538936954906 +1.0231126799764227 +-1.621841546867681 +-0.5764158046980363 +1.7471467558709515 +0.6255492052752523 +0.6263685467830091 +-0.8104673226014629 +1.935345245960286 +1.5064065771793906 +3.2396815156416805 +0.10162603095819725 +-0.22702257501359044 +-0.034853524281229925 +-1.1237066193807503 +2.3629147506061363 +0.7953373166245497 +-0.7547565696306003 +-0.08835254238950394 +-1.20460830834846 +0.15350980554869675 +-0.9045238278700553 +1.6824128280164306 +-1.1432980938260262 +2.056670350766723 +1.8493822437628646 +-0.4577894070559064 +2.568229599904402 +0.031579516648365946 +0.17670221011498455 +0.25720372902118777 +1.7381838125563063 +-0.5482392973635029 +0.4559727605483711 +0.11222285314901329 +0.5200324966658912 +1.9312185741487753 +0.48161799380138476 +1.0591505963133199 +-0.4047090269285492 +2.454025335541875 +2.4188690404762268 +-0.7643229606796562 +3.649795611617548 +1.1513541294269984 +-1.2881402255961738 +-2.5971028038549937 +0.6278787518286754 +-1.3535554719850347 +0.08018845359007593 +-1.5523119397525873 +1.746457078765364 +0.8185682766218533 +1.0347998780632486 +-1.6280907487733653 +0.4818234813554079 +-0.5176528072889985 +0.6074898696093194 +0.2383403467806182 +-1.8406111772820186 +-1.6268018113960832 +-1.482720552836751 +0.020790557665784234 +-1.0787225436619385 +-2.640289511721693 +-2.2261905804538693 +-1.6326143379536215 +-0.3679805737765442 +1.0354702193327034 +-0.6386824813242614 +2.2141825666403907 +1.2409861701286515 +2.7233430525394917 +-0.06408725315693498 +-0.8572460000059748 +-0.4975736039287652 +2.1272066076357787 +2.2519252502914675 +1.149818504354277 +1.4829539772187708 +-0.397263652636666 +-0.8093272465387215 +0.8250385510387501 +0.5484693421635726 +-0.655547787254177 +0.6456772999046556 +0.7935376800183439 +0.6956851382960022 +0.4087597995177179 +2.174262347469047 +-0.08633692071861952 +1.231336655671839 +-0.8115402324261886 +0.9799464544431388 +-0.7268826664091831 +-0.655547787254177 +-0.967985485844842 +0.5188677451343429 +1.505354117594253 +-0.9982726053896764 +-0.4176727157403911 +-0.5177149172743493 +0.36938405766798693 +0.41784231648402087 +-1.0761162897582088 +0.3563203064487369 +1.0482274180785565 +0.11765031263278192 +1.3831369496305324 +-0.2262672472981434 +0.7444046626546302 +0.17756398249899705 +0.7643194734010262 +0.6924225747290668 +3.001730418539985 +-1.1888325018889698 +-0.034661724482613544 +0.580129580724678 +0.38807089152366375 +-0.9196027549630679 +-0.6844179557521964 +2.5098854336270344 +-1.3161852386129582 +-0.2354003221055637 +-1.2295085194058648 +1.7285611455955512 +0.1653801211988951 +-0.26448052911954634 +0.445990400465886 +1.303605715314429 +1.4979977095111556 +0.7633557094954969 +0.741997589749449 +-0.25017506549028024 +-1.0992957228704683 +0.28897663573720384 +0.6005115816803366 +2.289705501036395 +0.778065303892443 +-1.12218051692646 +-0.22617675254922007 +-1.0236558639249942 +-1.1302370563883226 +0.3015344842781875 +-0.196176207601163 +-1.1560049930579728 +0.14851966853383436 +-0.6192761944024763 +0.4348212381029291 +0.8580102525731349 +-0.170027832561569 +0.13868303572605642 +2.023946068525544 +-0.5489956157856843 +1.559050026687377 +0.46446696143607424 +0.49388332493924614 +0.3491530608732843 +0.10519972471110449 +0.7276660068514629 +-0.5321988415357277 +-1.2176351763628308 +-0.03987081727127023 +1.2360573293208674 +0.2063998952920416 +0.7134705993558456 +-2.291927913556803 +-0.06696195950572782 +1.5065837942112517 +-1.068310132251473 +-1.720266366405582 +0.48320848004478983 +1.7528196149749897 +0.45653100293964993 +0.7110859876237096 +-0.3110795711719429 +-0.7903248984222296 +1.54298286714835 +-1.7683081341264386 +-0.724533959533947 +-0.6083842307700792 +-1.0446446556750812 +0.5473916255741499 +0.9953245368253242 +0.09180263010657246 +-0.07955933288518928 +-0.367732172048015 +0.7856133263901741 +0.5931812122034728 +1.7807859332539522 +-0.7423621056616823 +-0.9345076970956646 +1.1455130353084864 +0.2544896018877892 +0.06436003755626489 +0.5138617200740663 +-0.7479947696616702 +1.3832745172940266 +0.925430597664642 +1.6258850293162783 +0.010156249849446297 +1.1904345871227684 +0.11006802929934266 +-0.9824046968064829 +0.31556445899104224 +-0.63125056546833 +2.046418170544845 +0.42658598248708274 +0.11339503572208376 +-0.6513673872526481 +-2.2704778887924997 +1.070582618554719 +-1.223898356974811 +-0.5176528072889985 +-1.2493830561556154 +-0.4652073170746363 +1.1954600928675208 +2.183384457838216 +1.5046703723964236 +2.4374867079112494 +0.6139380366600371 +1.298696775672967 +1.1662243821387785 +-0.8443763458914054 +2.3237731903440237 +1.5986961023928064 +-0.7981940243824561 +0.9119389622439303 +0.3536200988066757 +0.17638936653383713 +1.6713189841648435 +1.8383217231580466 +2.2564436218458273 +-1.4102312632023482 +-0.8459280115705023 +-0.2860598606567615 +0.3549287076462531 +-0.11062832706815764 +-0.7724582997709835 +-0.5105912750646321 +1.2726594438083352 +0.051453448897434494 +0.3189057286593479 +-0.4204455891868077 +0.2029109227319478 +-0.9098893068550088 +0.2363557619477723 +0.5781509544469393 +-1.081590609765744 +1.443005083421039 +-0.5710365476591811 +1.0086377142263132 +0.26826215056115393 +-1.0086128986331524 +0.7191156532606806 +-0.7333036298313904 +-0.5440842852355908 +-1.3567547868681507 +-0.5476281870069256 +1.072608577755959 +0.5022928750068819 +-1.672553323517255 +-1.9964737890904394 +2.493925700931935 +-0.9840049368592819 +-0.8958657382075587 +0.4051955852725784 +-1.3421201720745979 +0.5392117385874006 +0.7567624562099807 +2.7048262008103743 +1.8044999350002706 +0.5263369858503404 +0.14650847819319784 +1.7349292416715396 +1.9374440546659495 +-0.8076209134661453 +-0.9494502875279494 +2.061537524877144 +-0.007163871712538218 +-1.3903855457812235 +0.24819914307214283 +-0.7570770599660555 +2.082290251470795 +-0.9663931308060564 +3.881570815055558 +-0.24044771809698487 +-0.2487527510977543 +1.0513460195816877 +1.030161153780671 +1.5983311131038709 +1.2056899774366927 +-1.0171401466389813 +1.6727826712757774 +0.5005994779083286 +2.0910174019180543 +-1.2117174379000057 +-0.2645390629642837 +0.4796839090553164 +0.4547917607058884 +0.4601192192046369 +-0.37619749515422923 +-0.0039040260866205836 +-0.6491278277287373 +-0.11038514998714702 +-2.298671643850969 +1.654274957078363 +1.2399368692965003 +-1.4284545770498343 +0.46746415483559733 +2.2539208236133215 +-1.2114026137551601 +1.362605509584276 +-1.050834196936646 +-0.2860598606567615 +-1.1123332005123163 +1.9973610990465747 +3.0409511702214287 +1.9190772747581175 +0.3006177139906428 +1.4496428019713976 +-0.05158081481682986 +0.6610417914162335 +-1.2660737834520024 +0.993853849076279 +-0.985793121842918 +-0.716608996496832 +0.7195537959844317 +4.4367891900885175 +-0.7621816077807286 +0.20410194337419985 +0.1114616332836831 +0.29886581606487 +0.859056075412404 +-0.6828080830351794 +1.0590538483162375 +-0.2801144988240234 +0.7522613070054528 +-0.1885792806910076 +1.6436115508481928 +-0.5888008819122289 +-1.362922744315645 +-0.31536071840370433 +1.5994061197437162 +0.1755439140712866 +-0.5587914079861265 +-1.3548073813332528 +-1.1198190319728396 +1.5499854338199492 +-0.31536071840370433 +-0.8431043057729218 +1.8097059673633409 +0.1539314549697834 +-2.4276016367286903 +0.1712146974249597 +-1.492590483308923 +-0.7595804374125773 +0.7439372042054151 +-0.015842425246140397 +2.117439734726454 +2.228431303902534 +-0.8454197018671562 +0.06756913155770604 +-1.1612992644641529 +0.19773260066730253 +0.811592936344567 +-0.5868817884747934 +0.14005467483866132 +-0.51950893283856 +1.0502563577318156 +1.5915887733271532 +-1.735932218264539 +0.9215734131224075 +-0.19377127162393332 +2.6365492685870393 +-0.5260690918480722 +-0.38013169268968705 +-0.9272727496363347 +-0.7242779947258052 +2.2357371077948436 +-0.2755727614656382 +-1.4591877963919189 +-1.2886037247956292 +0.4631576917775914 +-0.40695141526728007 +1.9709338153823392 +-0.19404325907881823 +1.3679735236903832 +-1.1148203285480849 +2.0681819359124245 +0.4185171084686798 +0.9541614836435915 +-0.9764502436479973 +0.8068631014400982 +-0.9157173118333175 +3.07043155280648 +1.924952096714209 +-0.06288466347077779 +-0.6882940422399252 +-1.1395491137541425 +-1.5955765173867242 +-0.07489051977087849 +-0.2587391366279699 +1.9522698749579777 +-0.16042563484651692 +1.250008546221433 +-0.9816174067891703 +2.0301916179366044 +-0.5769878530149253 +0.7148576940853725 +-0.11389217746485276 +-1.9386772288440879 +0.49027099911368893 +1.2579198374849525 +-0.38566514738983054 +2.4822706868719777 +2.441247993837656 +-0.21691649381185307 +1.7210627213550667 +1.3350521512654463 +-0.549030963287651 +-1.474409420102447 +2.2527378791140107 +-1.0980240610402567 +-0.4806023459549933 +1.0100506781408287 +-0.09142815953050956 +-1.4868111419244612 +0.5129237457704534 +2.0922882734177852 +-0.8199887142984408 +0.7035015759330308 +0.12005602703978036 +-1.0482147949907987 +-0.0910591292001974 +0.6733084044821323 +2.062283540873517 +-1.6796976084924873 +0.3914182766662199 +2.1216231202015434 +2.4113620493284333 +0.3715912984269096 +0.8291690685559532 +1.056383773278783 +0.17530091502699013 +-0.7017646469259416 +1.788726962291342 +1.8617044331299921 +0.2576535618519609 +0.21104967107535896 +-0.8405165957008958 +0.235626553318037 +-0.557258154765762 +-1.8336301493370688 +0.14901417387987145 +0.1364167295217327 +-0.32804794626805683 +3.9519129353940996 +0.23215931580356672 +1.324382354562088 +2.4498061003252314 +-0.86347769668497 +-0.6430799551355267 +-1.0664496090405344 +-0.39159046924111 +0.9821994528212771 +-0.42292095401017005 +2.893221280346925 +-0.6017195889073783 +0.33080908409849585 +2.834649941715275 +0.029642989077013793 +-0.25317132626802064 +0.02849245459435723 +-1.2858999311418973 +1.7016098043894405 +1.0928666491669057 +0.5285161462910607 +-0.19006340491058288 +-0.3739536795051791 +-0.7255595982365869 +0.8323825198977828 +-2.018572402011752 +2.1576804681058483 +0.6570924255709166 +0.32443388585572325 +-1.0378371004458027 +-0.5500532326031372 +0.2610827089908025 +-0.9933048136536105 +0.18250499801721126 +1.2624254017472893 +0.9918300909155763 +0.1801674977078997 +-0.8746693699918595 +1.3989603831188433 +1.5276974651910287 +-1.0950747694786853 +0.9736204962795906 +1.072376522082888 +-0.22331992899761133 +-1.4661663460270526 +1.69148182213952 +1.102491992003331 +-0.209104228339254 +3.1315513203920835 +2.222405991508218 +-0.7756448197354356 +1.763266650251174 +-0.3415165810387742 +-1.37675215318388 +-0.7268826664091831 +-1.4000123955055657 +1.6717974321005857 +-1.6078037164152532 +-1.2041871886901874 +-1.7447789272229113 +1.852096374405121 +-0.3380730221031928 +3.160892252447925 +0.5887440260217407 +2.043783679179942 +0.3256944659461947 +3.5558308851193776 +1.325931282728691 +1.3113849669401076 +0.592879062171483 +0.7189563566106378 +0.5781604073800463 +0.30404009533813475 +0.6352280150895853 +0.5465274940426125 +1.6498781477095732 +-0.6617353075078579 +-0.9741364798216897 +3.7471217540122264 +-0.0622418938433147 +-0.16068868538484712 +1.8627048473776855 +-0.147539134047611 +0.4419895524837726 +-1.5753161623722323 +-1.2959863887820624 +0.7254344434025174 +1.384157856527057 +-0.26587397860049616 +0.6307553088859467 +-1.2877257082714 +1.6898656290968253 +-0.9555023220246777 +-1.1237066193807503 +2.381594622364046 +0.3513446124544077 +1.326980092963225 +-0.03900543378520591 +0.5005994779083286 +1.6701143538466685 +-0.9098893068550088 +1.0627248917009753 +1.8580673343905036 +0.8435653102738212 +0.4403760415332601 +1.1779806777318298 +-1.6587250784122831 +0.48795853757562474 +0.10189099202623514 +-1.2828682391852761 +1.315058814007868 +-0.4016880023668917 +-0.6769723405029983 +-1.6312196118722317 +0.5434301691644493 +-0.14118380745195835 +-0.45067435844058107 +-0.6844179557521964 +-0.9285419627409583 +-0.37278519899100365 +-2.5551840847946323 +1.300155540366213 +1.2566321553298376 +2.8550203430445626 +0.2720904774070108 +-0.6929763941016348 +-1.0644903034183688 +0.719667149680491 +-0.7941971622484478 +-0.565395315738884 +-0.3408749885319906 +2.40192954892956 +1.6041938463311243 +-0.7443202261566947 +1.9062464217832897 +1.4989807731411433 +0.21951392212255663 +2.8670437590986806 +-0.21767605607456064 +-0.6859693239106692 +-0.3113623404369978 +0.4769226382547489 +1.3147108533484833 +0.24782911007341543 +1.5627386619485755 +-0.8811783510125892 +-0.38776439623923553 +0.569138938699456 +-0.1807224959843748 +1.3640329719718582 +1.0851357365177587 +0.7717323261816472 +0.8510638736444135 +-0.6043700064283856 +-0.6719726869164531 +-0.416002651418162 +2.34889331146477 +-0.3792796840800192 +1.1012995748497492 +0.23366388830542764 +2.4638974885648146 +1.397030339678082 +0.7929139942319314 +-0.8175467509530084 +-0.4706475998167741 +0.4563373556520552 +-0.014144771411118154 +-0.7978303671847891 +0.18904481667185444 +-0.6986212960539956 +0.7060542631261669 +-0.7634571299547603 +1.4735182991656435 +0.6350984938587159 +-1.1647354070893066 +-0.3385859053526144 +-0.2965517017246979 +0.320931591826636 +1.3856297081827935 +-1.5859335293976187 +0.9417906664326186 +-0.7582863937122877 +-0.5578489959378379 +-1.253207965891497 +-1.0720120936391693 +0.8907440056358278 +-1.3087233366419229 +-0.4650082417216331 +-1.1578015560014825 +-1.0612490046984189 +2.835434719802928 +1.9863346538713356 +-0.7821291266147667 +1.464248339656389 +-1.1116312175966039 +-1.1825970057730486 +-1.4326855471817836 +1.852347491900167 +-1.5784658209526612 +1.9218100862786558 +0.314491538093972 +-0.5176528072889985 +2.1383547858990557 +-1.173368490475379 +1.9102904633228321 +0.5345587835774643 +1.5391048380397125 +1.3590905194868628 +-1.0816810349050516 +-2.5348902516901455 +0.21704429080522472 +3.1779833649004887 +-1.034894222539897 +-0.4176727157403911 +1.253436733439499 +1.0614369433274304 +-0.9709088770752673 +0.4999394601035987 +1.9306085121472456 +1.6434825909617212 +2.3086778869378866 +-0.5124314193018025 +-1.2128309531711716 +-0.5431003944990648 +1.1164840187600544 +0.028887795180169262 +-1.3467281772995148 +-0.7825830911671835 +-0.5718906387104008 +3.5000691394922567 +1.0766452279225243 +-0.9078693275354409 +-0.866235555154352 +0.8721768592847318 +-0.501851161269608 +0.4910820259481062 +-0.732752889237815 +-0.8624766311721658 +-1.2987342645532374 +0.9341238557338356 +-1.3140475935178852 +1.0882887697174362 +1.0466577176516214 +1.2804575513966083 +-0.560779817146166 +-0.6732206145814642 +1.834658318743141 +0.4770517404842169 +2.154227192677118 +-0.972760432830427 +0.4793089685387999 +1.713055859512755 +0.025824731673223036 +-0.5201482893319614 +2.3885822377975687 +-0.33595259803737937 +0.1279580302457603 +1.2801304186352847 +-0.7624693157677647 +-0.9711082972694505 +-0.35245952781146 +0.4166027422015908 +-1.2274249255575924 +-0.6846235503120148 +-1.5241367878252927 +0.6917460849243348 +0.9851758863286962 +0.4146065396257816 +-0.820788300897158 +1.5698718845461472 +-0.3571128330572703 +-1.4677564901852267 +0.511236102972558 +-1.1911365476129212 +2.14920398426026 +0.6330518901948804 +-1.720266366405582 +-0.51383958888471 +-0.5118105523703278 +0.17321176273543606 +-1.1855564248331152 +0.5038180405874858 +0.4474558704375531 +-1.4211626646016993 +1.2144564186613473 +1.1114177529416638 +1.3863275639397523 +-0.4985662758941282 +-1.095951658913988 +-1.485721649450282 +-1.0126175232728474 +0.4869728999644358 +0.4266957301069449 +-0.017145697340281835 +-0.9765861543561292 +-0.4908868966742836 +1.8681259602141003 +0.47574960399331284 +2.4510065117428645 +2.1049139144722737 +-1.0664496090405344 +-0.43255944107912314 +0.848551319537209 +0.4683048144803935 +-2.2632724196899385 +1.0717643353920334 +1.3982008966322461 +0.978840257745778 +-1.4183231177098834 +-1.1491047443020457 +0.9450992719852029 +0.009163741749111953 +0.1321301696569837 +0.38933240059723057 +2.0283841343880056 +-1.4888183264836716 +0.8529966897642189 +-0.05758502006733338 +-0.09643397118918266 +1.140689342758589 +-0.3518137736383063 +-1.1406955935602827 +-0.03211877543734927 +2.397804726837983 +-0.7602794276402076 +-0.7256379190710738 +0.48161799380138476 +2.5362848111909537 +-0.21007814472484204 +-1.8642916777116127 +-0.6998702457271753 +-0.6689615112747496 +1.2187705014411392 +-0.11277341783468528 +-1.1058553886526035 +0.7011272643895226 +2.14989555805786 +-0.12513075749107272 +1.0058167018288284 +3.3517787618902553 +1.9299650646665334 +1.0192845475918395 +0.12927545974466234 +-1.6768674671677146 +-0.8367031352923139 +0.846833217628324 +-0.6667264857666687 +0.466605872198276 +-1.28987289740996 +-1.4314200030821411 +-0.5544865439364036 +-0.7310566141836425 +0.04796750016565718 +0.0533583083235442 +0.46517071732431065 +3.5739433990886162 +0.18722527713175072 +-2.0814144485405652 +0.7244509056042548 +-1.7342876491374906 +-2.351362857473129 +2.867096747683846 +0.16578745960202826 +-1.011893021897272 +1.6913405089614946 +-1.3798586344673478 +0.6367956123221511 +0.11273803158441591 +0.24503101797924698 +1.5522193373840347 +-1.0565256717050233 +-0.9430205410669313 +-0.7652750062160713 +-0.8907019231978405 +1.9540943181626178 +1.8590937740494435 +0.3414919833867531 +-1.0433555678765905 +2.0426437871905807 +-0.0821151548730984 +0.4949693372357475 +-1.6377321970682208 +0.7540539090704595 +0.7152334543616626 +-1.3903855457812235 +0.11339503572208376 +0.03868820735470598 +-0.4517285401073374 +-1.5249640330952374 +2.1545382256553953 +0.8925385437926658 +2.752510660160283 +-1.1163720950144567 +2.7008736908073434 +-1.0343329021855556 +0.8757533817098578 +0.9551166627361637 +0.9129060404492996 +0.44940954701293023 +0.6053625002496905 +0.544046832677855 +1.7749843855605325 +0.7943713974023858 +0.19615753599034702 +-0.2855316858491736 +-0.565214583986389 +0.6593340391988358 +1.7337997692193317 +2.2564393787268937 +0.22321388665419048 +-0.0014695667942297326 +-1.5427981216444457 +1.9208216559010292 +-0.7499303536105526 +0.5679109693122227 +3.5946879884760548 +0.3138954601564137 +2.254737988620599 +-0.17628795157967042 +1.2948724409903403 +-0.751301583007184 +-0.16602577399036994 +0.8437130979307487 +2.222472310767211 +2.726813947032398 +1.1602878415634368 +0.907037605750497 +0.5851536514392124 +0.9300857404514172 +-0.8807721652732281 +-2.301186161380215 +-1.0664496090405344 +-0.6456439323742442 +2.8893334492787828 +-0.8367031352923139 +0.4586312768759743 +-0.2782209930562083 +1.6187857162497687 +-0.48195137559140927 +-0.06330832763403255 +2.125138445384306 +1.8763444359819796 +0.08860342339773301 +-0.42685765289650596 +0.37487716874402793 +-1.2976968232767276 +1.236553816742275 +-0.2752084583423768 +0.9654088717014052 +0.5216436715561462 +-0.8861599454819298 +0.16449955848466935 +0.656086626684526 +-0.02298246590174466 +1.9557411209443936 +2.026335989301139 +0.7872718048065207 +2.4849932627111024 +-1.2524395086897893 +-0.8959653773839923 +0.5163723781150888 +-0.4985662758941282 +2.6325227062504144 +0.09268091778117685 +0.4290356647938257 +1.6372640593813086 +0.7017582002783772 +-1.798399150164419 +-0.11609842813800084 +0.5856611170895394 +-0.6606984606877138 +-1.9720202326442562 +2.450485552529009 +2.010326559636454 +-0.9473927820449247 +1.010628543611563 +2.0496962718045877 +1.030995168634208 +0.001086162901509924 +-0.5634595563427399 +-0.141081485525632 +-0.14786289801298835 +-1.2297056328686549 +-0.8598820239437454 +-0.6702499735993688 +-1.182244003598059 +0.9090049157723572 +-1.5650562239316161 +-1.2999316188311314 +0.895482339875826 +4.188355170696534 +0.04802495165268962 +0.8258468378483982 +-2.277633925994406 +3.3117262342712737 +-0.3226181772880799 +1.1516922115123234 +-0.7872591142021046 +0.4766775725419961 +-0.7139573203150569 +-0.8136496642355421 +-2.28083445760285 +0.14955856295663866 +2.5435739464110467 +1.096835176668634 +-0.7697811039253639 +-0.020369137714305798 +0.9608019488079147 +0.784760768391947 +1.6596026364419556 +1.917657668363628 +0.6965371496315089 +-0.5383955630865572 +1.149355235287322 +-0.8189665989508867 +0.5901705686166326 +-0.0869109203069564 +-0.3276305206473447 +0.5692358549302953 +0.051453448897434494 +0.9294054883343561 +1.4364227394862992 +1.049530863411646 +1.3807024699359192 +-0.42496071717794826 +1.34201392045808 +0.14373749446133546 +0.6722717490709516 +2.4483074207335918 +0.1397384778365455 +-0.9029941089251805 +0.34659783177171555 +1.0928666491669057 +1.5787059972051647 +1.0060691287115666 +1.4249947061822226 +1.546718152630492 +-0.07017328017552839 +2.4990266793362874 +-0.6060882069870471 +-0.8431043057729218 +1.6303591981052044 +-1.2251205692512463 +2.3906731753193666 +-0.007163871712538218 +-0.9655994420723695 +-0.008632287869504929 +1.457947620180603 +0.9384149502331841 +2.5151775136193324 +1.0092258661625924 +0.681700285358184 +-1.492590483308923 +-0.39125569828328743 +1.7305601858580737 +-1.7063941431118173 +-0.24164349710834482 +-1.5468695498984841 +0.43758146015143085 +0.04884080894756469 +-1.063794091049146 +-1.4404765142917026 +2.6651840575011154 +1.5950902282481774 +1.188269763783572 +0.19104876055314754 +-0.762307122535188 +-0.25590219727895663 +0.46735378375651937 +0.7182816300109064 +-0.42724459787541963 +-0.7231832517879775 +-0.08043124816790903 +0.8580383731496155 +-1.5451582672696544 +-0.8934433612077156 +0.26905792637877624 +-0.6672372941925878 +0.6904600887418856 +1.3494640364413792 +-0.1276734077350712 +-0.7629707161996552 +1.8667539709386844 +-0.27567906400074327 +1.802302473430681 +0.151831912014097 +1.3811248993927847 +1.903747443149031 +0.74552606986704 +1.0467699089251958 +0.09487737453232926 +-0.4449924605294217 +-1.017809237587 +-0.06665928576861098 +2.5745040565251402 +-0.11745221665275726 diff --git a/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVC_DUAL_bias_1 b/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVC_DUAL_bias_1 new file mode 100644 index 0000000..7e7937f --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVC_DUAL_bias_1 @@ -0,0 +1,2175 @@ +-0.39836083070200323 +-2.5060829436804157 +1.1031431500648425 +-0.611384797449068 +-0.7702891320203771 +2.7487867930037786 +-1.8559075817739743 +-0.8920773743904269 +-1.5339804457876174 +1.2454635964266645 +1.8268433984049317 +-1.6879053364817198 +-0.6741460403484185 +-0.843874413112012 +-1.6440794440514532 +-1.2040210685364239 +-0.32752590811515936 +-0.43799468727325697 +-0.47396490684946735 +-0.24695007589150464 +-0.8434790452658929 +-0.7356126558857101 +-0.42706333984735445 +2.3120739600393927 +0.4865885314809959 +-1.5230182377678327 +-1.3421007300049912 +1.3420624530586887 +-1.575763874112529 +-1.854290636539656 +-0.9348774276047702 +0.9475299754437065 +-0.8855103273767215 +0.27142267942460196 +3.398478497884973 +1.7124268468060355 +3.534005500334712 +-1.1757356427258883 +-0.49445956557771553 +-0.8845922072850805 +1.5016480001460812 +-0.4860068872568306 +-1.5019873661142829 +1.8206848289825113 +-1.2951884425004379 +1.8748050985831641 +3.0647555076967246 +1.2753919160003422 +0.3678742935756074 +0.9971102596028026 +1.2172688055193173 +-0.748366709297666 +1.3104800030223434 +0.23052169478232165 +-0.3033562376075398 +0.7384518953396308 +0.818595258202063 +-0.822287346707385 +1.8336484467960907 +-1.8692951828589532 +2.04757359831465 +1.4866245743032471 +-0.5415106627062423 +-0.7320612601271705 +2.0391784672716464 +-0.20918570780598578 +0.9704650786598915 +-1.5151751353692304 +2.947649353373021 +-1.5114371204116306 +0.15468242493675377 +-1.4510605719697385 +1.390698313596395 +0.008625119397633219 +-0.09189530803922374 +0.3984495273726376 +0.07240893183941366 +-0.37662604433639424 +1.4584872120882824 +0.5492629704095799 +0.1643082721330711 +-0.7678503607062421 +-1.6253371292311012 +-0.8845922072850805 +-0.9290176569935868 +1.381573267940809 +0.9917872982992162 +0.3873825321494577 +-1.7682372028837514 +1.5607142365765765 +-0.6810661151521018 +0.366496701270536 +1.8867906226937143 +0.04009030321175455 +-1.6762050102035648 +-0.15912384767542176 +1.0981010258989357 +1.426219790092638 +3.077228267449721 +1.4528656545197294 +1.3682540977089037 +0.5742188376523403 +-0.21019019768750602 +-0.3006146650092245 +-1.0783948684140607 +-2.7202722069593257 +1.08998693166255 +1.7712276706005081 +1.461677949396283 +0.11596109467659277 +-1.877605942072573 +-0.9868985783876851 +1.1509901002690797 +-0.2432431561711481 +0.20270412971789953 +0.5366028178398858 +0.21104284509147697 +-0.5352183062331577 +-1.446235414446478 +0.06320314910323499 +1.0617610270265498 +1.8702526862418256 +-0.7273372963418396 +-1.212440976233702 +-1.5230182377678327 +-1.1734669529994213 +-1.1611095811300773 +1.0431678975204597 +1.694766138734587 +-0.737250138093174 +-0.22126375929192954 +2.9270906117948927 +1.6400347293251925 +0.7434336312168485 +-0.9434542029133002 +2.894604063938381 +-1.8986671946685953 +1.5687253306312186 +-0.27138124538297603 +0.04991914367002659 +3.7765371548493034 +0.09796619100413251 +0.37626981940957704 +0.025842255954964477 +-1.4098939640625432 +1.4206934844812888 +0.4995564368469816 +1.472960719400364 +-0.7478140584154016 +-0.09657398052651334 +2.0351377104575077 +2.890003318526314 +-1.5241258124032513 +-0.61806742770249 +0.4289533516502424 +1.2592335701903488 +3.053437880036677 +2.161538665568476 +1.4884355887349159 +0.009022620231772693 +1.7198428136334443 +0.1211984352046751 +0.025453248932734818 +-0.046986462896550174 +1.8026297942515521 +0.22546291741429703 +-0.14061231983078115 +2.5545820235064207 +0.8826129777165301 +-0.8448424795978202 +-1.3049176095950183 +0.0979989896087361 +-0.17318260620197923 +0.840543164543509 +-1.581709326614458 +-1.099468435423941 +-0.628835313949742 +-0.7003853305989425 +-1.068828085309142 +1.3144299923255995 +1.7657523273645743 +-1.317735883258415 +-0.01320977143504476 +1.9017684220834148 +-0.6723608045081331 +-0.5487296574523122 +0.09996433053219733 +0.3846603135260429 +1.8206830192986472 +0.10222406969876308 +1.2076030061344207 +0.7569148877897514 +-0.5883699958247293 +0.06866194992432861 +2.1050062228052586 +0.3767967549341227 +-0.8450823795157614 +-2.2239039496526605 +0.2676398056209923 +-1.8644296626962051 +1.4911343780456114 +1.441643381435685 +2.5064498946030924 +-0.07454707581433673 +1.4584068424331815 +0.22707819704353116 +0.6402038942412365 +0.18147310372658265 +2.1809076500680282 +1.0688230838823953 +-0.45859791988203447 +2.130101562599355 +-0.332467584632427 +-1.5230182377678327 +-0.2561425453286945 +-1.179897504124942 +0.2149635616795773 +0.6672899357446715 +-0.4225801945332155 +2.9922734764969876 +-0.5918452340840494 +-0.47608159831362884 +0.39242316104994246 +-1.1391158253359677 +-0.4209089354234179 +-0.5517298640342301 +-0.5065730818652667 +-0.8841246958055351 +0.3105152644848863 +1.798610280021376 +1.0688926009711315 +0.10393623124677798 +1.177032737274541 +0.9308400448698382 +0.4465562399215772 +0.8497275249997815 +1.040073757219079 +1.542028860199884 +0.038274322849832565 +2.113807325518456 +-0.13571444237083563 +-0.8211728136950189 +0.11957940097539832 +0.5659623448504734 +-0.4779917670868443 +-0.2137439149675735 +0.6230386075183316 +-2.2177977259264283 +-0.46690114242731773 +1.1028238080721815 +-0.7522788469324555 +0.32971951916967757 +0.9671108301470055 +-0.9999969248110323 +3.7586289965775883 +0.14691590527862397 +-2.161012376262084 +0.4777927006355347 +-0.2887077880600961 +-0.5987713473850922 +-1.5892812576103819 +2.8706531252496035 +1.6341456608798481 +1.407934093654144 +0.8818888114778949 +-1.1687136445796267 +1.2590693697485182 +1.3689562610915393 +0.6447947201761965 +-1.537604612127678 +2.415247218416779 +1.298785893861373 +-0.3940099505248129 +-2.6118699813511155 +-0.8670133145558243 +0.414975818875843 +-0.4358452440258407 +-1.5127713744259232 +3.0290767240098253 +1.099494196391733 +1.6804999685502584 +-1.1855055509241417 +-0.32942771670936266 +0.3823026997660395 +0.47737978401634606 +1.107268871875693 +1.1460946285678324 +1.3508560354741175 +1.373077213065455 +2.4693351608273337 +-0.7696782321888851 +-1.1734669529994213 +0.04779776179744055 +2.6631516928983587 +-0.13136079358269703 +0.3020594613671148 +1.9781051632323385 +2.116676976624164 +-0.48926506178039797 +-0.23233656277442827 +0.6486572506928321 +1.7434644502031875 +-2.195963072062712 +-0.29598854155925935 +-1.128086336437325 +-1.0442040654882059 +0.5436165293650075 +0.8050931153362479 +-0.6289482044971983 +0.482806246595717 +1.229881615973286 +0.9386531212333904 +3.229732323108581 +-0.22717728965769446 +1.6908394897666201 +1.3861723997927222 +3.1199078441264945 +2.577375610395845 +1.0269385168166878 +-1.8753770375345271 +-1.6694293636872495 +-0.169710109302444 +1.4103019722100882 +-0.5841567586905374 +-1.5716425986977576 +-1.2670655909804178 +-0.42572860077428687 +-2.757303352414797 +-0.05932315695276569 +-0.7289445123252298 +-0.3369033506566075 +2.2826399738063405 +-1.8423525946207338 +-1.4986437820796288 +0.5879740238761582 +-0.08681623789703607 +1.9322677145552571 +-1.173530215818004 +2.255427245628586 +-2.1435024084103835 +1.089313246455982 +0.34161451819984934 +-0.33301680752923235 +-0.2744879518844907 +4.341315375730377 +-0.10293608999797721 +1.610805348814605 +1.255225438703539 +1.416115085399514 +2.27239184040459 +-0.3973898614275859 +-1.211927378166296 +-1.124730318243248 +0.49858204755997115 +1.783391574853005 +3.4990797090661783 +-1.2558757965212812 +0.9240187269797122 +-0.25708929951345705 +0.32345282850512014 +0.9766659044565358 +-1.5892871016311318 +-1.0173045254386366 +-1.5270099825535157 +0.287887912822157 +-0.5489926443486299 +1.3924184233269967 +-0.9503498815520006 +-0.7944881585787267 +-0.03696541611297466 +-1.0919709901983394 +-2.254686701891946 +-0.2998059589977504 +-0.45525483466765926 +-1.9312240612663125 +-0.7323237658710375 +0.2640035086584014 +-0.0011513045589379711 +2.115322503044859 +0.7813149984263421 +0.5168784717853345 +1.9439373742436554 +-0.026973792893171478 +1.2740883989468776 +-1.7052747897264366 +2.083160192304155 +2.007895484859425 +-0.4328095541415087 +2.1843998516417935 +2.1291235940114897 +3.520082002411395 +2.5373658767068634 +3.084177634436288 +1.164109593447949 +1.4335798964635689 +0.16287455594330447 +0.4708728455728346 +-0.7163023167838924 +-0.19072556660627638 +1.8247888071918457 +-1.0297805882859932 +1.142599249812723 +0.3531338027120452 +-0.30705398092520286 +0.0514814291479877 +-0.3626832991123725 +-1.5023207204207838 +3.2495960081645805 +-0.8248869805442396 +0.08416263814406166 +1.8047971140923345 +2.2893890283411755 +1.7167735910256312 +-1.0659041450216928 +1.8007691042275602 +-0.15183267513464238 +1.4174176916081325 +2.1801041354426762 +0.19996804745574148 +0.3360239327740351 +-0.1340382370645219 +-0.40191647146410525 +0.5234475594676233 +1.0335577471152573 +-0.7528399887835657 +1.2575156270740495 +2.2167658690167498 +2.899456812966918 +-1.5313885184613205 +-0.14164853344753747 +1.3002861008018884 +2.3982093319824838 +3.499359859490208 +-0.4756814226970747 +0.5016029935824153 +-1.7855761205382896 +0.768938551574317 +-0.26963147220122297 +-2.236255906636794 +-0.3664803094543705 +0.5490517868335807 +-1.6133798955909422 +-0.9084977944535255 +0.5466506565800386 +0.6781351959537829 +2.3958502342139822 +-2.3089919547816615 +-0.9363868122293051 +0.4714953228339218 +0.6548597745434279 +-0.4027665116404353 +-0.9898295266893429 +-0.5376665253960751 +0.048827928111556895 +-0.12673435603960748 +2.153507813082783 +1.2535496596352518 +-1.6444163121678337 +1.7538421624822678 +-1.5023207204207838 +1.718280528439968 +0.8406566490003935 +0.134432471006394 +0.9226100799255981 +0.8815715794207633 +1.1283120190970115 +0.1159430931571841 +-0.5173416737449601 +0.3804072540505101 +1.5228490156960766 +0.5758260070213785 +-0.6442454542088887 +0.004485035342783439 +0.7059509823337353 +-2.4788698076916553 +2.654109627549191 +-0.39836437237323064 +0.6686689674023498 +1.211326839641072 +-0.28437835019854507 +1.6690612484509315 +0.3443302436225417 +1.9029466583004895 +0.572249644122375 +2.965954657747327 +-1.0342303365279328 +-1.5835190875252787 +-0.4019401289833191 +-0.47070065978994413 +-0.35159170971556475 +-0.4333616734019967 +1.6081491632294527 +-1.527438997231186 +1.3519985241207484 +-2.3213602044560844 +0.7469598029057627 +0.0516950739471842 +2.314817849753031 +-1.1470550375019337 +-0.2160899877292628 +-0.04390594525061409 +0.29738931674176583 +-1.7561146009569557 +1.235090821141375 +0.8929941726146511 +0.6854462825214747 +-0.9743799570259355 +1.2678070483573118 +1.0677406587088263 +-1.8963972323823228 +0.44485693742731414 +-0.27633795091016133 +-1.6747849660979142 +-0.6725541212547308 +3.0915277776760273 +-0.5933846681097361 +-1.5916139939322032 +-1.7027397793667565 +0.5863065802238487 +0.5330860438314418 +0.8711393104371487 +2.381004141742414 +0.3955786832948043 +-0.7979759425665478 +-0.9751285987161549 +-0.007473879980072873 +-0.6518506674362372 +2.6234223222454855 +0.7143659062727048 +-0.17526605514275606 +1.9208004158252863 +3.1967454422658594 +1.710606273235531 +0.2628032139876282 +-1.0352503933376 +-0.9039731288570698 +-0.4827265236657683 +0.0514814291479877 +0.5952588085834798 +-0.19937675813937306 +0.9811639300592019 +0.018563194990164567 +-0.1378398587308387 +-0.6450076043736901 +-1.238939921388704 +-1.664142126374174 +1.6100408884024762 +-0.0414637034653087 +2.0292978347674486 +0.36133454059296155 +0.4773066727059947 +0.45179706191103164 +1.8005280873604002 +2.2683167342718433 +-1.0039314824280219 +-1.0371268991331368 +-0.4194599538343107 +-0.6795730506480842 +-1.2988372429959643 +0.2742565246986959 +1.2438487291705569 +0.5620993321718728 +1.1640716885242712 +-0.7489396919420039 +-0.5280401573724898 +0.6686935448194351 +-0.7645728652203536 +-0.6923806196585567 +-1.410263157834293 +1.5285577924704141 +0.8449338925121676 +0.43926968881036554 +-0.7122498032453228 +-1.6567844536031553 +0.7380732773822336 +0.040629448259569045 +1.6067849570439345 +0.8064060917747038 +1.758435742543237 +-1.578045422757617 +-0.7221268424064224 +1.0182942552523615 +0.08089395776912789 +2.1338390784704604 +-0.6538597196287885 +1.3976242843339708 +-1.149421578019074 +-0.4408202414529321 +-1.5245147016114775 +-0.5968494470398971 +-1.27244933391364 +0.5987521531154492 +-0.8190261623418651 +-1.5439423764395255 +3.260915739844159 +3.5535954387869473 +1.4323052135211052 +-0.4162303789205535 +-0.07896630611841893 +-0.5612576553933526 +1.3081957399855377 +1.5510909799383166 +-1.2480945807149058 +-0.8485084291258091 +-0.35711371864743735 +0.308642430407045 +2.2518271089845845 +-0.26374511253377797 +0.024080444763802555 +2.115476210817512 +-0.720739443151335 +2.396607296429173 +-1.308694061333809 +1.1103607094189056 +-0.7944881585787267 +2.403009750418045 +-0.6664120648138108 +-0.4865477736742527 +-0.35761705809863664 +-1.5188582777562905 +0.4769213694375647 +-0.511779163356777 +2.384306684228573 +1.0578985112334838 +1.4222797849531155 +0.6358402027856958 +-0.3738345734161841 +2.325520407075171 +0.36855031966329643 +-0.10671341413929802 +-0.8859687143125099 +0.33481154581889094 +-1.3733558536735082 +1.1434834620206948 +1.7656343493074196 +-1.1546820563164937 +-0.5727898636058961 +-1.127306230136979 +-0.8878370410291032 +0.12075892244769104 +0.793927629578392 +1.252600326720066 +2.3888439842777145 +0.4020668726978449 +-0.9868985783876851 +-0.275918981650219 +-1.1569200603425676 +0.9150603478970112 +-0.31579145393726527 +-0.7352301857347785 +1.0481341727487046 +0.5338736220911178 +1.3265567121892803 +2.4557471382599863 +-1.4659456782171698 +-0.7623472388717538 +0.9515432498613443 +1.378768165856486 +-2.1435024084103835 +-0.2184746645361204 +-0.4351435487549351 +1.2519896237463097 +0.026319418876138423 +3.488074435578744 +-0.45486807528446715 +-2.215947455612734 +2.479350936379401 +-0.5847900373173502 +-1.4786515636375668 +-1.5253322923268569 +-0.7715233782738047 +2.501135271962937 +1.5881108682080818 +1.4840773247939458 +-0.05802776006993704 +-0.5622376746727864 +1.2824689115802483 +-2.193368196629102 +-0.0010771491058918503 +4.192702513165779 +-0.7652579883962234 +1.7946407780723101 +-0.33304807464433517 +1.1506968786325473 +0.6006700700391312 +0.7399343905957937 +1.501851701677353 +2.398248053632474 +-1.2638091872716986 +-2.535866739097054 +-0.6539313912017028 +-0.702385606585475 +1.3070268019796079 +-1.0783948684140607 +0.40410577603203524 +1.425572578356581 +1.1808525258584732 +0.2593253360012395 +-1.4085283362014815 +1.597689676169761 +-0.48483249351939395 +0.3824357298864469 +1.2341659785672627 +-2.9263049896502684 +-0.4787852035280802 +-0.4963752734449949 +-2.286221143257568 +1.1716585030735407 +-1.5023207204207838 +-0.4687743888415985 +2.3874304535774877 +-0.9621214697469636 +2.9456878250671297 +-0.8234870660600297 +-0.2983048415113687 +0.13067970334918777 +1.2639285540196559 +-0.354046529115265 +1.3498394465805352 +1.0533472114227003 +2.363343842846584 +0.4533877792664882 +0.08630730802521369 +-1.9131323222479593 +-1.952055111289899 +0.24723662090651644 +-1.0436413003273886 +1.1214137027720288 +-0.5582582082954064 +-1.5684668277834348 +-0.1270222645276109 +0.2149635616795773 +2.9720584537051975 +-0.13136079358269703 +1.7936756766223452 +-0.42761210379668957 +1.148979889636544 +1.8964217765473614 +0.7245236353874296 +0.3118412854088608 +-0.6042891345290846 +1.264442444798245 +-1.0610762502083586 +1.5494667109347422 +-1.2168482321556364 +-0.6497556873025172 +1.9266644377285882 +1.8916081538378298 +-1.4460075630739644 +-0.7522788469324555 +1.8797795159025301 +0.0797996481487433 +-1.873733570182685 +3.122093199933148 +-1.8098476897682592 +1.7300970459481606 +2.655361160539837 +0.038437013007753595 +-0.14851049872624444 +-1.567032619443845 +2.1440086455398313 +2.504711508172681 +1.9640190635826482 +-0.5056630574073988 +-0.9109846745867103 +0.7735987478885511 +0.3079089797664387 +-0.8920773743904269 +-0.22573778759907337 +-0.6956335758330969 +-1.2309669935300322 +0.9561443623311432 +0.6658020848630659 +-0.9918453260998492 +0.26970656610778576 +0.021692156878136304 +-0.9298995625970174 +2.3710008224991608 +-1.3465834939685408 +0.9904910553602068 +-0.5701704593303638 +0.09304518712849208 +-1.845647138590217 +2.547392590669242 +1.4783850380669379 +-2.4841527367191985 +0.2875307255534616 +0.08419300397118201 +-0.28598323965090544 +2.5944830635474947 +1.0460120232216985 +2.7461282538279788 +-0.1806383801170941 +-2.3545863372536093 +2.102322667418277 +1.673278993511663 +-1.2759833907956477 +2.3575821408637645 +-0.6081656261746262 +-0.9452226064215903 +1.1871014029965528 +-0.31579145393726527 +1.726983170709099 +2.3860153246245774 +2.832148405592106 +1.8293496137761867 +-0.11974528063884748 +-1.7240587106900371 +-0.9333186230006414 +0.8468647887263183 +-1.566810045320256 +2.226474361077868 +3.1634488183208638 +2.4883807473319193 +1.9792492998820768 +-0.88548268691926 +0.4897433870292831 +-0.9735402440342293 +1.6939348035150787 +1.5741737152656192 +0.8165045062652165 +-0.006342532968421688 +-1.1824605615127204 +-1.0187468799956891 +2.443439828296126 +-1.8370315689037866 +-0.05357499135080945 +0.6783398296274632 +-1.0971276930482567 +-1.0429129907795367 +0.15975458509568052 +1.5105131574135848 +0.05416963594753588 +1.5649478765821612 +0.957488411403428 +-0.051442482126669686 +1.3900448535208294 +1.5348731442829426 +-1.9470763657315604 +1.975561413615705 +1.1476483894038674 +-1.345545705757525 +-0.1769952436966793 +2.1425239518895274 +0.5775038112269362 +-1.8986671946685953 +1.5274303824404527 +2.0827149368372706 +2.7633341232754662 +0.7519926287413163 +2.329671547985626 +-1.0850684253331908 +0.1791148493627841 +2.472941263300858 +2.293203633069474 +1.592083602210469 +-0.3881209186832011 +0.2778686276451656 +1.0896999255845756 +2.1624290437006097 +3.2627289005965627 +-0.5221462681622719 +-2.4438230353525103 +2.483837959787281 +1.1793324079383627 +2.23902030902916 +3.008256649207026 +-0.39740107499846133 +-0.47865259536124527 +-0.47277182221382774 +3.4704067326991783 +-0.6693329885997927 +-1.6781506139900608 +-0.5103612263688901 +0.5771790803913466 +-1.5556578306374365 +2.4615199642257855 +-0.04579746863459344 +-1.7340606476936575 +-0.8884759318069253 +-0.3053314243794518 +-1.6755977428408724 +1.9693312882395881 +1.713983573151249 +-1.3346118890133323 +-0.7045325712075876 +0.3626873704486149 +-0.02282081244080847 +0.26956118628997894 +1.8433795680188527 +1.685735324502833 +-0.5381175479903073 +-1.708610386937208 +-0.4556090303058571 +-0.7035148028416771 +-1.9767912057199013 +-0.8354488452835305 +-1.6189267635648579 +-0.09757916740215355 +-1.1985030378067558 +-1.9862816754843633 +1.7784335095008883 +0.7740900972155114 +-1.7565353784867705 +1.3543491512375103 +3.622044967559178 +-1.1719690340467974 +2.3757235161249053 +1.3581246550547024 +-0.5665865585101912 +2.931310321117916 +-0.5148294767507153 +-0.9149142777525852 +-0.009877064435366956 +-0.7912953146774113 +-1.1612324784352774 +1.3039565814194085 +1.0514511384101821 +-0.3249376390326495 +0.07847167872908423 +-1.1504633808879687 +-0.7644362250776611 +-2.2821570431393416 +-1.3552129227937806 +0.8690725792134205 +-0.860194415142254 +0.624265328748429 +-1.0764874121610772 +-0.21127183622284496 +-0.3306550045841352 +-0.11161591570961371 +-1.0414073198219815 +0.5494069887925483 +1.0626174858740116 +-0.529269270092324 +-1.301240164765187 +-0.006410802142625238 +0.8570175125160324 +1.4531866106618938 +-1.176404118969358 +0.7388802575929148 +-0.4380972159552401 +-0.7221268424064224 +-1.0120904852828987 +-1.280168799824563 +3.7528532221365074 +0.531736601267242 +0.8279125299617984 +-0.8260875023747858 +-1.0615617259351413 +1.9020990873612384 +-0.5065730818652667 +1.3482568001533566 +0.37626981940957704 +1.7386626448392974 +0.6304771117767365 +-0.35039443370686807 +1.6392596963399404 +-2.069269017296323 +-0.721879475978499 +0.28629248401055807 +2.2453549976525315 +0.29154264398361973 +2.2163943018830228 +1.4604774756839909 +-0.034191490033707916 +2.1388971753108446 +-1.0172603425007953 +-0.15828577210112615 +-0.8714390795753995 +0.3967873164810103 +0.28090270339443224 +0.5007422832041375 +-1.261570197705175 +0.2151216715597346 +-0.05979035790984066 +-1.9474715526290745 +-1.0456170060490406 +0.11619135392227986 +0.6311576637941065 +-2.240910339295734 +-1.025278717862386 +0.378083687771116 +-0.39775491702615695 +-1.2170930345628228 +1.7716235859602583 +2.1795623767251717 +0.7294151106846948 +-1.4255693408313534 +-1.2124515915475558 +-1.4786515636375668 +-0.25233420740357504 +-1.3929766035529003 +0.5797946313712603 +-0.3049041617222483 +0.10327031168150058 +2.446706747090426 +0.32500492954704696 +1.7595522692716796 +-0.21852474224804652 +0.780433806747419 +-0.17027881805396117 +2.045999311334068 +-2.5049827399608704 +2.8836133242716007 +-0.6228884814740201 +2.443983913858482 +0.8769319090826364 +2.1869771932261317 +0.6833124744240646 +0.648148950008723 +1.2271666081834247 +1.0372322510397092 +3.947146950094389 +-2.074659224697924 +1.6028916948704446 +-0.8088414661360128 +-0.598802217068118 +2.997814746937748 +-0.22077407110103797 +1.0129184761895065 +-0.5381532691313275 +1.1449029197821794 +0.703505278377099 +-0.3063066523572744 +-0.6600793919156185 +0.6575389033291794 +2.363790046648765 +0.8642271863946461 +3.527952084876751 +-1.3112001379329092 +0.6513097590386934 +-0.2913526623757676 +0.5208715555295214 +-1.1560651529423842 +-0.30654398150946904 +-0.7972775516824135 +-1.2572246588168843 +2.197542068030873 +-1.5709172553899828 +-1.492148586106561 +-1.6059762135172273 +0.6596537450131466 +0.2591510789531284 +0.5879371668759357 +1.3075253702035288 +-1.8535163364872724 +-2.195963072062712 +0.7601644633763921 +0.5865819439332933 +-0.3973898614275859 +0.0514814291479877 +2.248076169712369 +0.27398214490512296 +2.085425027545977 +-0.5447979676863304 +1.8388787119834218 +-0.9635573448897283 +-0.40123583845590294 +-0.05357499135080945 +1.7777934128727428 +-0.6139940915125888 +-2.52567053701061 +1.1016144534840215 +-0.4715380863445706 +1.5232010613277347 +0.5140550360013763 +0.5888038638626847 +0.13325603135820652 +-0.7355365056017036 +0.18184429452435036 +-0.9406339849525065 +0.43794026057227753 +-2.1812257311328374 +0.5560960760033513 +1.8864430148893563 +-0.6666007391717155 +2.120219352894253 +2.741888653130559 +-1.8690747210619991 +2.2950218945347953 +-1.265547000463766 +-0.8989909457498062 +0.16103224719360787 +0.4956992866173098 +-0.6189167679218877 +1.6035399411215947 +-2.47785425211417 +-1.3029157919545706 +0.21398670872874548 +2.8676734023229242 +-0.8492422552767016 +-1.2461316750479725 +-1.3704233817072045 +-1.0892339667923505 +-0.23935002540967343 +-1.6566634482223785 +-1.5517866194962744 +1.5944061484199823 +0.6321881415192936 +0.21009412695674334 +0.4960575622691408 +-0.548392712969769 +-1.7617215928099552 +1.4525465131307551 +-0.979411339221677 +0.06700185091991595 +1.4759545838936587 +0.30746839422961836 +0.8742085209658048 +0.6534776069814281 +1.6250033945340419 +0.08990901703409881 +0.44874538926043517 +-0.0708453802275606 +3.1179348035084793 +0.7258082623261635 +-0.2948211995450327 +1.1780326658731666 +-1.719362389347186 +-1.2572246588168843 +-0.2780468296262941 +-1.7554022404801388 +0.6726470926211989 +-1.8011835875052424 +-0.46069443126111564 +2.119425651944935 +1.0852086120479645 +1.0816455823371072 +-1.127306230136979 +1.730543352558901 +1.333637516766016 +3.1311108138424975 +-0.004957803546099315 +-0.4436012834932004 +-0.05357499135080945 +-1.3929766035529003 +1.9731338025128613 +0.6412044688556744 +-1.125091875649279 +0.46155928676426283 +-1.393292967754926 +0.637731081583184 +-0.6061346324453318 +1.7894977865057005 +-1.2935530753984763 +1.6328262673391427 +1.889340116680184 +-0.03436902185576085 +2.2564452763306497 +-0.08773056064628193 +0.21630626154089705 +-0.08970581241607478 +1.5762941976273008 +-1.0701745814020132 +0.8763831526960972 +0.44682770863690746 +0.5062153950283508 +2.4521266530402155 +0.2149635616795773 +1.5148165133064344 +-0.2611781789263896 +2.7604072220019216 +2.5750597282601264 +-0.936062990535228 +3.7142597328216436 +1.2937339113877626 +-1.3346118890133323 +-2.9923749743708523 +1.2221352390302553 +-1.7126162624639518 +0.1386479947336654 +-1.983196494348767 +1.6067467409946428 +0.3037223327673946 +1.4572501605809425 +-1.9040646721117536 +0.8322091334617139 +-0.5727898636058961 +0.7379439002022744 +0.3744280648565914 +-1.9197973983761065 +-1.550285306823968 +-1.397002750294056 +0.2274606955706331 +-0.8439017005550753 +-2.7441204944860678 +-2.943837133861061 +-1.5249796125769584 +-0.2467602385145098 +1.2267616789396492 +-0.7277788233355993 +2.2697586743981564 +0.977277361634567 +2.771026946552505 +-0.5027179079178603 +-1.1708236143615134 +-0.6833744864799816 +1.6687196003980003 +2.222847289608435 +1.0701486357803889 +1.3914685441245918 +-0.49448985482874686 +-0.9845538775513074 +0.01485964219216851 +0.37626981940957704 +-0.7528399887835657 +1.156495114201262 +0.9296437285112514 +0.6776574019405113 +0.0185331127985211 +2.0390066361333177 +-0.18852055922570532 +1.2153299957483135 +-0.8441291241849493 +0.8835835152568371 +-0.631589722621787 +-0.7528399887835657 +-1.2948887006498573 +0.7672819016085171 +0.8299678690280435 +-0.8226144787960445 +-0.6456127910941729 +-0.2109110813267434 +0.8221786175502424 +0.30212045407126165 +-1.1317436712345013 +0.32143979360719666 +1.1556486434890219 +0.6225766432671969 +1.7224572213092657 +-0.07199393116255082 +0.9608427276194028 +0.6084807015678981 +0.8298767338979427 +1.1269346709378465 +2.769549073121568 +-1.1195615971963153 +0.023815055211592773 +0.5316395721437372 +-0.4972010393921533 +-1.2352616296013077 +-0.8255758623224481 +2.6480390187388414 +-1.7762860366128124 +-0.256248595472661 +-1.3003927483465862 +1.7039914710417112 +0.11881054339226726 +-0.8106778640430943 +0.411238826468747 +0.6501278778434807 +1.6244451753904336 +0.3235346297340673 +0.7387796474904595 +-0.3243773410137718 +-1.3819838864483753 +0.23052169478232165 +1.1553053022192927 +2.0850009927161532 +0.897158454156931 +-1.1075277144484603 +0.3038979903906196 +-0.4019401289833191 +-1.0604009331160278 +0.32770914563729714 +-0.28794796275893164 +-1.4649438349286459 +0.32574532788736676 +-0.27338354519496977 +0.23066164173508508 +1.1515124251452447 +0.009243112589917057 +-0.08969337436713354 +2.773888917546337 +-0.4940194750548563 +1.101644832278424 +0.3002676209430253 +1.114777021412445 +0.13117592409325485 +0.34852473577814935 +1.161890730661722 +-0.12837903612962331 +-1.0421473001435737 +-0.5164926637206351 +1.7429224675392034 +-0.1511530090065314 +0.27370150852057473 +-2.610380137471786 +0.21950509161192522 +1.5224947802519626 +-0.7065520020717104 +-2.1649369660156648 +0.8932433888859714 +1.6107214129324854 +0.24486773695515862 +0.8910454799439546 +-0.874230575809644 +-0.6925617268913691 +1.5423688679095802 +-2.001276220187437 +-0.9777648788175062 +-0.6941280714480882 +-0.8050011245455695 +0.5263545955370641 +0.32779055238322674 +-0.5496447828666586 +-0.2554807996802184 +0.04770314854676205 +0.57396894539126 +0.16790502260186613 +1.7920845531061518 +-0.45718080788918525 +-0.7101240506570241 +0.8561729361904797 +0.02383008528294095 +-0.13047235641353083 +0.6490829129513871 +-0.8579970734683389 +1.5780706692232414 +1.235431214645454 +2.3302475199579167 +0.08726598232069449 +1.3327772771865751 +-0.37225898420791936 +-0.7601180991303635 +0.27943734972183143 +-1.0021872095056892 +2.464204740972093 +0.27267233823527204 +-0.01096721555163449 +-0.5540506611056111 +-2.7089058131761785 +0.8321740260897434 +-1.383269996331663 +-0.5727898636058961 +-1.5728296411611 +-0.850784690990668 +1.768672763417068 +1.8592343861178329 +1.2115987259187238 +2.445832405631239 +0.3172651512983189 +1.1657520619297652 +1.0870946181533547 +-0.6497556873025172 +2.577986718590192 +0.877628747253273 +-0.9411924817273019 +0.446609902601397 +0.23375542577225006 +0.5707532305883676 +1.9894137242771328 +1.1514451265551406 +2.097908999598188 +-1.3147339294672336 +-0.8766907876586061 +-0.25293275296930817 +1.1418245908122875 +0.22681883622590782 +-0.2020547188153119 +-0.4485138109969087 +1.5232010613277347 +0.30136181470375534 +-0.13174521628978675 +-0.40858675541868394 +0.1902184687356725 +-1.0249127577945003 +-0.10146564411704584 +0.8405534983670433 +-1.578045422757617 +1.3054078037152914 +-0.35325507597249683 +1.0358453200732327 +0.6453424243517576 +-1.2663219912731722 +0.11198596953752804 +-0.8417059140234822 +-0.0690586470693555 +-1.9042454800637991 +-0.9382761333277394 +0.9182860225457206 +0.6173525104387523 +-1.5762039433660882 +-1.8369312855094362 +2.9916072222857846 +-0.8937622099476166 +-0.8401909669301422 +0.8887843559230906 +-1.566864828982519 +-0.14512466189070872 +0.8130148900473537 +3.2212853272584994 +1.7818896806644873 +0.7267579489663375 +0.11482537297888418 +1.335788525365167 +1.6115943912641333 +-0.9124607577655424 +-0.24298624691338122 +2.1472548194818186 +0.20402510023746578 +-1.1679307678356639 +0.6735332732914394 +-0.4534502611031155 +1.8196610374661373 +-0.7235988582655815 +4.329049956622013 +-0.5891638901598883 +-0.5487296574523122 +1.0687450485493986 +0.7336010971841196 +1.5179175740165556 +1.4649798829710448 +-1.1464681223221007 +1.5633006281794115 +0.4865885314809959 +1.6074076151477912 +-1.4340961036936763 +-0.8200115655741496 +0.4938884879044225 +-0.05248268173813053 +0.5860327071299853 +-0.2747536368429684 +-0.3732801948547071 +-1.0176662775146996 +-0.13738942345225102 +-2.405179785914057 +1.3961048466202823 +1.8344628355212382 +-1.567032619443845 +0.3105099345832487 +1.578162721525302 +-1.3241118707987936 +1.0294655640168795 +-1.223851713034991 +-0.25293275296930817 +-0.9212498000429481 +2.0029746070501178 +2.8740596208057996 +2.0650115125580886 +0.5885195558289948 +1.2343083581503205 +0.06171285347296185 +0.2054983876917429 +-1.3742738130743624 +0.7862171701823596 +-1.2201943988708293 +-0.6082725402517049 +0.7230653932031991 +4.726749295692942 +-0.7787960149889266 +-0.15332576461541936 +0.6172944845962611 +0.4800747714687468 +0.6428224894509345 +-0.8492422552767016 +0.12859764583139488 +-0.4736420460810822 +1.1953895253224012 +-0.7769262508591834 +1.7954429271839722 +-0.14819933796571294 +-1.7083799990458817 +0.34828197749000345 +1.8387865905786538 +0.47857729887523104 +-0.7672538350995086 +-1.423495060991166 +-0.4484720849954329 +1.6149968228880762 +0.34828197749000345 +-0.9436160081873528 +2.3081771291349273 +0.08423349483953069 +-2.5750920721918193 +0.1875354373524285 +-1.391632189718307 +-0.7648287594955197 +0.8148548526894085 +-0.16015596526231723 +1.9955898920448243 +2.1315026767857823 +-1.1466316923133706 +0.5094353960545499 +-1.5257424700059852 +-0.053618844071111615 +0.7436391769288466 +-0.9914913277953581 +0.6503351945233193 +-0.8222002870280869 +1.256938285693452 +1.2000721992278534 +-1.405002185577812 +1.338798988334836 +-0.16098478666078764 +3.401603795391611 +-0.372700745708362 +-0.24405467614608978 +-0.771972807413621 +-0.9868985783876851 +2.045401856120829 +-0.20607850317425602 +-1.4823480708139927 +-0.995953073207706 +0.6461885428738774 +-0.20227557459789303 +2.2913164243844673 +-0.0976331627218594 +0.9898868030956323 +-1.1208363774478538 +2.2878615649523355 +0.2731667014741266 +1.4374231692395143 +-0.7003853305989425 +1.2344341924066737 +-1.2567003565637733 +3.0312186158968473 +2.113177361830952 +-0.28439697747179715 +-0.5910226371987573 +-1.1982592668773273 +-1.3903332753762598 +-0.0010753495654274303 +-0.8128901814875265 +1.6642755490020473 +0.029541831000091223 +1.3036286884960278 +-1.1467040994545565 +1.5424058958303553 +-0.548392712969769 +1.0770019319081254 +-6.23733889759448E-4 +-2.783202699354675 +0.6608915691914321 +0.9041565100408356 +-0.6305132942821505 +1.8572196397089615 +2.155621490478831 +0.09804024792334243 +1.740929480454648 +1.7305080980502074 +-0.09744882465097127 +-1.460537153362521 +2.4426426263168093 +-1.0408882370411765 +-0.4687743888415985 +0.7470499948443428 +-0.0015798681460272856 +-1.4756601357155652 +-0.023606048516329192 +2.4900546127220817 +-0.8727503045894605 +0.792446140473513 +0.03924512588872009 +-0.7355365056017036 +-0.19198036603230517 +0.9518719467601011 +2.3815153323511606 +-1.2650998736641943 +0.5173260921651652 +1.8959846082545897 +2.434663694357328 +0.4718313604767519 +0.701101687736713 +0.9656799623230647 +-0.07846514826935613 +-0.5162730230028594 +1.3049296508398496 +1.8001944991118453 +0.7553211561882036 +-0.39145527038615247 +-0.8861896577159201 +0.287924484090623 +-0.6103229614205372 +-1.8137742886140031 +0.38258844862040475 +0.2852371979979662 +-0.5540647285601736 +3.808301799725424 +0.7579668589097039 +1.7920655410470308 +2.5606883439969357 +-1.573337179027398 +-0.7893190065729951 +-1.0892339667923505 +-0.6094997619864959 +0.5769118511050164 +-0.5154425652203367 +2.2791829536979717 +-0.5372738797830439 +0.05455407493017894 +3.0762507977105167 +-0.10391634160832997 +-0.034874919825246486 +0.5539834781350654 +-0.7687064150625871 +1.7536298694519852 +1.0324248937731444 +0.24083425952199655 +0.3936016148088568 +-0.38309846391402824 +-0.9635573448897283 +0.15408819328068168 +-2.366979211821832 +1.56929783476859 +1.3788178993368754 +0.6542784231381338 +-0.6457020409049068 +-0.7193042412358028 +0.5208715555295214 +-1.222851837125057 +0.09798859028973328 +1.7864026078364912 +0.6386898154953966 +0.12788874803566275 +-0.8384515692840664 +1.3195873193576788 +0.9246369306255858 +-1.2140197358913138 +1.3683331013207678 +1.2687484127514148 +-0.2770182070469307 +-1.4873934863468936 +1.2992845636899377 +1.1806308305531834 +-0.23977255641978368 +3.313295072931508 +2.0685835748187045 +-0.5733198053517234 +1.8011651837667444 +-0.11804484554196137 +-1.289670142340997 +-0.631589722621787 +-1.508256106722474 +1.2609642074758851 +-1.7142686531473952 +-1.9102790447472497 +-2.1692529845657305 +1.94262275723492 +-4.8356127654813896E-4 +3.387012910800445 +0.5315235939735141 +2.127998867325424 +0.20827542955597278 +3.863551850534763 +1.7758446093048157 +1.1991283588224422 +0.7542985842557945 +0.6301511991522568 +0.4720643122970487 +0.009618643063150634 +0.35494925546463585 +0.5034623780082106 +1.7254845425281924 +-0.42572860077428687 +-1.0891900730812976 +3.777717129279152 +-0.41793155765917933 +0.1758784105328075 +1.9123402852219797 +-0.20040753182048787 +0.6062992341696514 +-1.0509295959852423 +-1.2062969490351036 +1.0896999255845756 +1.5648713094633595 +-0.6077493401242433 +0.602272976304006 +-1.1655609706056753 +1.4961701262507323 +-1.1785027458654331 +-1.3929766035529003 +2.5379110160296228 +0.3193643901708352 +1.4715312130989189 +-0.22203825157280943 +0.4865885314809959 +1.7238133494671137 +-1.0249127577945003 +0.8191167752227897 +1.1910742193841959 +0.9257747246353303 +0.8119444681967906 +0.8723677965020215 +-1.8173152376988957 +0.23976967666847138 +0.47780442866674866 +-1.4786515636375668 +1.5058942980736787 +-0.14202917963390616 +-1.3345510560996618 +-1.5707822693803977 +0.6867161474151648 +0.011794878754644023 +-0.8466176529732599 +-0.8255758623224481 +-0.4963752734449949 +-0.056951067166644886 +-2.8838263062806018 +1.0887086683752512 +0.825861419317962 +3.586248278324536 +0.6673065395018909 +-0.6266942864458402 +-1.5147054108502995 +1.0558549132276214 +-0.9649031810187039 +-0.8526377477379359 +-0.37144944384219136 +2.3494851959599985 +1.2828865068820678 +-0.3866028527481118 +2.476994817242951 +1.4934631574355193 +0.3399804524024048 +3.0215448853166915 +0.12222044511007524 +-0.5861655458309254 +-0.2137439149675735 +0.2679265092515053 +1.6343683264584223 +0.7999186014374313 +1.3582314784338587 +-1.0239099880807048 +-0.9216232032533671 +0.2813016456443982 +-0.2675734386167907 +1.3695348979042206 +1.1052136849667524 +0.9837390224036598 +1.021416139561203 +-0.5701511937458374 +-0.26091169042050777 +-0.6939073934746782 +2.6919664082709023 +-0.17508386428393008 +1.932349499388881 +0.44111458716253016 +2.0896473405404086 +1.403549299356575 +1.3570093785589668 +-1.6115725524556825 +-0.6049837485240233 +1.1962607655932433 +-0.009164997864611779 +-0.54251987373064 +-0.12228363412053023 +-0.1847824928120474 +0.15227535096513134 +-0.9370427615167041 +1.6956474439751412 +0.46131996436399314 +-0.9019906346318216 +-0.5167207718662639 +-0.39439625929052924 +0.06294075392074983 +1.5558593215449732 +-1.599731343089456 +1.0927751556300649 +-0.9516249098016154 +-0.33673772185741346 +-1.5472516748855727 +-1.5689082932755756 +0.6786183035862521 +-1.014046300649339 +-0.7681081261928033 +-0.9359951309726229 +-0.7761611962150561 +2.9527924419337657 +2.006782821330394 +-0.5822403365240871 +1.3058053395108535 +-1.4008711944061003 +-0.799467886047603 +-1.4658606233818945 +1.716837911392882 +-1.2729981837368702 +1.3192177050821667 +0.4512352103920063 +-0.5727898636058961 +2.6372539486262094 +-1.4062704222391516 +1.6625065316733223 +0.8135380884396948 +1.589703660870038 +1.7761507605767461 +-1.4700720704123216 +-1.9920624018857105 +0.22338780756292587 +3.273257180452264 +-1.4082769250815634 +-0.6456127910941729 +1.9848805461922354 +1.3402699571161834 +-0.7154123227731495 +0.5164985702359042 +2.2225336063303915 +1.7497065074373312 +2.2675626801827757 +-0.7877946863197789 +-1.2333763483608282 +-0.22866925083826062 +0.9674717652701608 +0.039216849232502016 +-1.5173723233489051 +-0.8331674622255678 +-0.3954665359078937 +3.8143731876325147 +1.5461377405527381 +-0.9057624882767954 +-1.1791503312465734 +0.7107244214392402 +-0.5268360494178503 +0.7078016214000811 +-1.1057373432580342 +-0.8736176285314354 +-1.6133798955909422 +0.36306583638709133 +-1.2080216617494732 +1.315360392512078 +1.0892677125481218 +1.4458100262876308 +-0.9485728790760029 +-0.6912069359497146 +1.7419857237722138 +0.6373263123222079 +2.128783548134003 +-1.2875128952394401 +0.46926192426287394 +1.6058624638052321 +-0.04939922451831591 +-0.5911393336226192 +2.190786782613534 +-0.4647081607978507 +0.3118412854088608 +1.352638774599414 +-0.4120736063470065 +-0.7323750365236956 +0.5511121284277827 +0.7453586008875502 +-1.0043928406398257 +-0.5994102334219911 +-1.3824493651966885 +0.9232460711470122 +0.678513457345763 +1.0092681288724554 +-0.6642420266340923 +1.9109773929397589 +-0.3203221665028295 +-1.6833517733792902 +0.5259799117916688 +-0.9871856586701588 +1.3938868559521982 +0.7616649838174065 +-2.1649369660156648 +-0.2988101707784343 +-0.8119897255459929 +0.6401540678482334 +-1.1664188627760363 +0.46461463380642853 +0.15440074743944288 +-1.0102455215671815 +0.7762616959067414 +1.1874400475428346 +1.4699861268614316 +-0.44934371107822213 +-0.7197468591599108 +-1.5938682608470234 +-1.258463676655692 +0.3369788910186513 +0.02834968067245147 +-0.12497819519358022 +-0.6830005864078592 +0.2730669605310432 +1.45790835396149 +0.4232609785408781 +2.5937076514488684 +1.8520468282780174 +-1.0892339667923505 +-0.4404155053583121 +0.6216727250676957 +0.5840797140326923 +-2.1101978572145823 +1.3965473796205594 +1.6634164346386326 +0.955987721237687 +-1.6386998034534794 +-0.9474174869578891 +0.46031571460764287 +-0.03977979513204599 +0.23871325250296604 +0.22605472255428727 +2.0833975987621933 +-1.6298639641384611 +1.344864457211123 +0.2929585570515123 +-0.7383926893760802 +1.1456193479801409 +-0.5672041186994055 +-1.6289873985614196 +-0.07029762973086195 +2.6049011076220996 +-0.5617087689252893 +-0.41941469079493277 +0.2149635616795773 +2.6735438460814853 +-0.16437083180534828 +-2.195963072062712 +-0.48978297089821843 +-0.9105317852164145 +1.5724908068515517 +0.42633220881905554 +-1.3238155380691536 +0.8804703689215932 +2.0906711712511736 +0.29619770028256975 +0.658892126380173 +3.630623582283433 +1.9449305397883851 +1.2109059681592658 +0.19395111866884407 +-1.5127713744259232 +-1.2220579198467736 +0.21737805040627278 +-0.5898999166728032 +0.5721140761442547 +-1.1339201670120744 +-1.6522606387744674 +-0.27715669117238284 +-0.3454743743299564 +0.17066505685116873 +0.4033244286019977 +0.6029157193015793 +3.4056111584128264 +-0.06187425267205948 +-1.1235062616137566 +0.9207493946009525 +-2.3706825112409255 +-2.06526679461939 +3.1481658583455148 +0.3950719574134871 +-0.7956373327177413 +2.0658981555343674 +-1.1410301726362075 +0.5386605827844186 +-0.11080673116383699 +0.9202789023394784 +1.5695102546112651 +-1.2572246588168843 +-0.6437009141956131 +-0.3747635898160422 +-0.9937557954221601 +2.1077591490840715 +2.042900942997651 +0.3060690190439195 +-1.070485731575831 +2.095687841737697 +-0.6188503212032492 +0.5643827931007575 +-1.859912520972512 +0.8275661277344044 +0.5758260070213785 +-1.1679307678356639 +-0.01096721555163449 +-0.23774275667386857 +-0.35715628487498186 +-1.8692951828589532 +2.443261786232606 +0.7156162736552376 +2.382876290883518 +-1.3390884430497862 +2.6387388327531505 +-1.6280434838047062 +0.925682252955873 +1.1280160747699244 +1.2359978159193792 +0.33146785687576763 +0.007777474849822719 +0.7145816893117807 +1.8182273809934542 +0.6603694566660936 +0.020008525553468548 +-0.44879597499212553 +-0.08606829327294263 +0.7391107443797582 +1.6075169596040786 +2.336771865857292 +0.4835826199631492 +-0.22077407110103797 +-1.4361294761451775 +2.495327388940863 +-0.9758712159693113 +0.9611878598862955 +3.9417975710389035 +0.61711914296868 +2.0662108428576618 +-0.20033756578005324 +1.4540884351024235 +-0.15933190436506073 +-0.5429780759221761 +0.9581066996891979 +1.6409298946601887 +2.439904348535614 +1.2580620992211888 +0.6700233504629705 +0.7778847600204476 +0.9565285763649589 +-0.8953516091416887 +-2.30728370008546 +-1.0892339667923505 +-0.6006221624394839 +2.9774030598990717 +-1.2220579198467736 +0.2993411316432879 +-0.7533653521391603 +1.5094842624967488 +-0.31579145393726527 +-0.6175880886656888 +2.0448492713605373 +1.730884729568391 +0.3361671032181124 +0.2680843423182451 +0.20395028032723483 +-1.3574544462960405 +1.6285409559020436 +-0.6467917123942788 +1.3746398136705174 +0.6941816547286241 +-1.1762373402839004 +0.09900335785223469 +1.0256338211417555 +0.12455762591480446 +1.7379917313489994 +1.48233760532688 +0.9643755818126599 +2.47296955020659 +-0.7702891320203771 +-1.176404118969358 +1.0031226032137162 +-0.44934371107822213 +2.984753363867899 +0.3075234666148978 +0.32801270943808913 +1.4289694842223317 +0.7364893062116598 +-1.5556154706072303 +-0.6505218430208044 +0.7999579053558337 +-0.868843339152878 +-2.2098086924911913 +2.562438746652924 +2.6228145735911594 +-0.7869067309714335 +0.9219003185020136 +2.914404883641993 +1.0602196707841987 +-0.16717882843395637 +-0.6030171764207213 +-0.0035322549362879485 +0.04207449920375761 +-1.4225475590632735 +-0.4253606249482862 +-0.4194599538343107 +-1.5023207204207838 +1.1389333628345644 +-2.1282085424454724 +-1.0431708676437859 +0.7706723605421963 +3.8082589617840705 +0.0120434815772692 +1.304069131500842 +-2.8965546247668676 +3.193500421407832 +-0.5454619903402647 +0.6493759437716233 +-1.175681146174535 +0.3683310167613494 +-1.0887262608399182 +-0.7636031181266734 +-2.4438230353525103 +0.27170628660513296 +2.8241034525910775 +1.7136515820731162 +-0.5486775323382764 +0.04247439747858661 +0.5525423812730386 +0.5123717129974459 +1.731447046983296 +2.219006303480173 +0.24453123699919166 +0.1247320273759287 +1.3310795806102989 +-0.9992264828021586 +1.3335655703407507 +-0.036569854228686305 +-0.20512951379678834 +0.3526595464139095 +0.30136181470375534 +0.6770149734803272 +1.206870370070466 +0.6079919003867922 +1.248421410962498 +-0.34956916879186317 +1.4480751162049434 +0.14950046158713293 +0.6035382209567197 +2.0090707245800092 +0.19651260885783306 +-1.063469206305727 +0.5339158267898882 +1.0324248937731444 +1.5159818820022934 +0.5468333925220688 +0.9495892053869373 +1.3865340557488934 +0.2043478583639129 +2.4963054529822495 +-0.606670620301567 +-0.9436160081873528 +1.4209475636308055 +-1.2643750428657878 +2.977380142375998 +0.20402510023746578 +-0.4763863970329554 +0.02219107524915742 +1.2258237732614425 +1.2705745142672766 +2.9343074234724127 +1.0424471264457562 +-0.06588151168559375 +-1.391632189718307 +-0.6090540762517513 +2.3018645414849273 +-1.4870002140403014 +0.26183421892477576 +-1.7227112570601986 +0.8896440441673545 +-0.4454941342801322 +-0.46495522420479074 +-1.176177157819185 +2.8553510824507997 +1.5275854780254736 +1.3446496803808223 +-0.494253544671688 +-0.7514911872078016 +-0.05323328766534874 +0.46918459397142476 +1.2303841709973362 +-0.46175687431446977 +-0.8504027761144035 +-0.016139366157810198 +1.1354500113649744 +-1.5089633346620481 +-0.8852061455530051 +0.17785718074031887 +-0.9226076086025532 +0.6788762059306854 +1.5116962978932134 +-0.1340382370645219 +-0.604609185905119 +1.81667397496759 +-0.05185900627938134 +1.8881238577605575 +0.41282102093104966 +1.6243804084552353 +2.251175863298078 +0.6599539009451036 +1.557654582578611 +0.9195756040749852 +-0.9255596006247389 +-1.3177942068159656 +-0.18626094011790095 +2.479540599044268 +-0.7613913702584554 diff --git a/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVR_DUAL_bias_-1 b/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVR_DUAL_bias_-1 new file mode 100644 index 0000000..13f5b74 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVR_DUAL_bias_-1 @@ -0,0 +1,2175 @@ +-0.9442819001939851 +-2.44737758746772 +-0.24590236885153238 +-1.3180934637913801 +-1.1390448522970367 +1.2655806720400358 +-1.8706432799238262 +-1.0981250680372026 +-1.795471434521887 +-0.04305191094522032 +0.22163685311404507 +-1.9286137426481034 +-1.340325516803681 +-1.1312759681448434 +-1.6178912628467448 +-1.2393216338989512 +-0.9993274970803926 +-1.1662608603565412 +-1.2346290278480707 +-1.398909359046202 +-1.2254305936268082 +-1.3662321625156857 +-1.2009006074188942 +0.6613917625857113 +-0.4569210748065726 +-1.3794875810034362 +-1.2628059761619876 +0.07248217345163331 +-1.8464488554773608 +-1.8296962007012414 +-1.480375659188288 +0.012804748107034754 +-1.302469573535281 +-0.9742645472285338 +0.9657458133926066 +0.2448324031656269 +1.1764752021797453 +-1.6209884949031104 +-1.5119057694409226 +-1.225724470258943 +-0.07674315127800653 +-1.1906585876374978 +-1.429046119754992 +0.1770132371996873 +-1.5284310753325965 +0.12633929484071568 +0.7035743583407417 +-0.3320748519711885 +-0.2834845582091693 +-0.6958872278419453 +0.22240736542857642 +-1.3944965437818893 +-0.12767602170012904 +-0.5906262231771013 +-1.0123300640518595 +-0.4396639835486457 +-0.2821804766024526 +-1.4833618134132887 +0.5733241074774786 +-1.4776411139264747 +0.2145762163618299 +0.17320436715750553 +-1.1525590040776599 +-1.450159022437458 +0.1606553838943504 +-0.9228569559050523 +-0.06949231769017178 +-1.5601549381535207 +0.7862023001399089 +-1.688771590452632 +-0.9035556564404569 +-1.189100073681242 +0.24202854172576624 +-0.39777314224317106 +-0.9206799527792139 +-0.6254806628074221 +-0.4038711310605321 +-1.0800515857444413 +-0.12833084514883486 +-0.3177367032638351 +-0.4247996840157758 +-0.8119925136206437 +-1.6057447011955455 +-1.225724470258943 +-1.3243343178399252 +0.030101482481781607 +-0.1699542614470114 +-0.6760814601967258 +-2.116424207671022 +0.16415329481457377 +-1.3152669358569835 +-1.2672479786653552 +0.43701075893487357 +-0.8675532544969314 +-1.9858261405911968 +-1.133740756807128 +0.03788013641455956 +0.1207964543654883 +0.8795794387169232 +-0.49928726921818234 +0.07359808547658592 +-0.5132240505547099 +-0.7604414768609401 +-1.1572646046585169 +-1.5911697239566254 +-2.209104314996209 +0.005125303291186163 +0.2005603185487668 +0.17788068214542438 +-0.6156251038477267 +-1.93516381272398 +-1.2747472774415167 +-0.4254723257453347 +-0.8792465092763377 +-0.8358728320228157 +-0.5909376073833721 +-0.9968297857752657 +-1.1302637105858877 +-1.3495831114225534 +-1.050551776029649 +-0.1715039779388809 +0.0264615668758136 +-1.1709310798988495 +-1.3886241084165685 +-1.3794875810034362 +-1.1887420133031146 +-1.6985100013265246 +-0.3810693733904057 +0.37285955891812705 +-1.1965944447002794 +-0.8234784941073382 +1.0063634644406712 +0.1690907354869562 +-4.8289537671415694E-4 +-1.154792315841498 +0.6979363628569939 +-2.1039826599733082 +0.295535619748842 +-1.2148188519087488 +-0.9648523219231875 +1.439562730158032 +-0.862966390346785 +-0.5876837014295424 +-0.5243166306207062 +-1.2983747906682777 +0.30301138459690746 +-0.45425099510432754 +0.037407059830487824 +-1.2518243159900786 +-0.7582444598349766 +0.20005579589262687 +0.7229118211675378 +-1.3360741028806131 +-1.2272460737507906 +-0.6195057689935675 +-0.182986514091114 +0.5666706184653915 +0.413938032053707 +0.23194542616007252 +-1.0362581150953094 +0.10211925764805327 +-1.2461222538392995 +-1.2237748991243242 +-1.0928355612304788 +0.36373490845651296 +-0.8091448664140821 +-0.7758431742542933 +0.7104180575353672 +-0.23642583224404518 +-1.2893546083757685 +-1.6293450097442366 +-0.7875192254584419 +-0.7771727581688351 +-0.3602722214866035 +-1.4734587277528952 +-1.546308695022703 +-1.4095855407432138 +-1.0335016584826018 +-1.2786476547189236 +-0.15385452935791008 +0.22217278419016778 +-1.6155107048455828 +-0.9222839240729359 +0.24218366162077234 +-1.110333083362461 +-0.9551128098919057 +-0.877034327066496 +-0.628108516922951 +0.02542278374204427 +-0.5439665049581769 +0.03282940168883936 +-0.537003638728269 +-0.8924043642563311 +-0.7549777096314565 +0.6346591441429221 +-0.9808476418018189 +-1.3617987249536416 +-1.894228226610804 +-0.7891847155993773 +-1.6677602785618437 +-0.036745779946423 +0.05449396839520367 +0.6141520263563518 +-0.6610716588324664 +0.417368415180429 +-0.59218290836407 +-0.26017852677066144 +-0.8654716045539994 +0.3079240685335445 +-0.105362893433445 +-1.1409023740247066 +0.7130073913503108 +-0.7517760081504645 +-1.3794875810034362 +-1.2113694470308372 +-1.5342929122705216 +-0.696676347503499 +-0.33304901131980685 +-1.0025675701216024 +1.061852066933078 +-1.1227548772534106 +-1.2477304157521933 +-0.3614313003374286 +-1.2238132487680227 +-1.0686660195149764 +-1.0997036612452287 +-1.12291780992907 +-1.24304927357922 +-0.8073910101887255 +0.3141020095773762 +-0.23204274367911695 +-0.6925813681878245 +-0.10890400125884578 +-0.17874259879851018 +-0.52177287601521 +-0.356999444060744 +-0.14983439490748385 +0.12165070452358892 +-0.32073187394396807 +0.8186715933609706 +-0.7336733439577701 +-1.3140370248256703 +-0.8710308539956899 +-0.5616538496593071 +-1.1444251423110625 +-1.0301957427761497 +-0.4024028702079 +-1.8037272118164753 +-0.9808146080259483 +-0.12007502210760626 +-1.2625592601702613 +-0.48776364302161695 +0.13431968601846084 +-1.4489105322493125 +1.0235532728997123 +-0.6585863794340311 +-1.5765978478976566 +-0.3890369040071159 +-1.1368865654387426 +-1.1018847561012561 +-1.3651760723762005 +0.9830832643466609 +-0.0032932438279708806 +-0.30930621806161157 +-0.31928407088814464 +-1.3597472389667855 +-0.06511833182413473 +-0.17640136120533217 +-0.41422827895410846 +-1.8054006844784563 +0.28636977540374436 +0.039529643661427465 +-1.2118181316983063 +-2.103739431661176 +-1.3456647923513039 +-0.47269275828689267 +-1.4185962422688867 +-1.471367799367127 +0.8354085250034182 +-0.11044706259279527 +-0.1666256634260431 +-1.5276328393407133 +-1.408821356423104 +-0.7531120194142622 +-0.7094622654216616 +-0.10236381406145936 +-0.040306606958938555 +-0.17716335883675594 +0.19604690766531502 +0.8281153423121246 +-1.3236668148261428 +-1.1887420133031146 +-0.6629136042221687 +0.6810949235906942 +-1.0165386403431393 +-0.8947434745684335 +0.5264850937693586 +0.4796210196255446 +-1.2115405746919874 +-0.6164563890854591 +-0.3015473210422303 +0.1822459135908089 +-1.9202880300520517 +-0.9410126079726873 +-1.5500861014613063 +-0.964835715753982 +-0.3008192242924352 +-0.40782500401732436 +-1.1865949109105127 +-0.7147444085736969 +-0.34578531887702735 +-0.2120215214829867 +1.2981784175290272 +-0.954997765845862 +0.33089175044699654 +0.2129614966707539 +0.7875401989447952 +0.5087466294753996 +-0.010027498681644098 +-1.6140052372913714 +-1.9752738443080662 +-0.8691495059438643 +-0.1870660841998676 +-1.2146863186420465 +-1.60796907531635 +-1.2606755188403995 +-1.1612948819665019 +-2.2275414868646646 +-0.6642259297296468 +-1.4199039907433537 +-1.3803849932192815 +0.272928555891946 +-1.6628838480488042 +-1.9808906031796045 +-0.9510340728669481 +-0.9755110432256028 +0.326673834695377 +-1.3082139778619788 +0.49947372935871664 +-2.232003280455564 +-0.5928390698966753 +-0.5531540707244078 +-1.219662588068484 +-1.1222103057096515 +1.6119885743967615 +-0.8048324952808543 +-0.27142431662968974 +-0.022032219869039013 +0.20692338340485067 +0.17991176534458253 +-1.2423614829302911 +-1.272054026680375 +-1.5144998796957312 +-0.1138088441155175 +0.06270820088195161 +0.9723083780738806 +-1.254038599632633 +-0.4872093254000678 +-0.8448055116132476 +-0.8716735476098114 +-0.24552600281000664 +-1.7277455086610187 +-1.1757039087974133 +-1.831808558399775 +-0.5047618196300894 +-1.1339706655233655 +-0.1387886734687161 +-1.0599424157178938 +-1.0858593962732193 +-0.6895397739589529 +-1.09854123719052 +-2.1547888581832004 +-0.8748855546570711 +-0.8997879101738165 +-1.8211533280693044 +-1.3760551269596293 +0.011939962433741486 +-0.7830200367028688 +0.19317066506884534 +-0.3065679229223762 +-0.2758318810394875 +0.6470213788310494 +-0.5128749230834093 +-0.26312508260554585 +-1.291503345542509 +0.5021955656412646 +0.1497592918322851 +-1.1657350016605976 +0.3395779956330343 +0.23382019397455595 +1.0470654791758252 +0.6038313615269342 +1.0690280606026996 +-0.4133782957705556 +-0.03502058247431182 +-0.38967823216055286 +-0.5128768625269142 +-1.5686067731763726 +-0.6177908387939025 +0.3271949688786479 +-1.4499326824009553 +-0.001346731525016659 +-0.7746703498272423 +-1.0671380181601708 +-0.6961973660250707 +-0.7965792138028904 +-1.7904203924716189 +1.3623493751057978 +-0.9879491682034053 +-0.6086639641814356 +0.25950006314539503 +0.676247383278036 +0.23098782695573364 +-1.3091340528260265 +0.6464919103434117 +-0.9805317098459124 +0.16975141113052056 +0.5622319581584903 +-0.5983986111472385 +-0.5413453072144528 +-1.1386474969756035 +-0.9966290456747364 +-0.17388659320732927 +-0.3793978033203408 +-1.0461444261845985 +-0.1841817613040998 +0.3994840637852116 +0.9685220129347067 +-1.8112509561859422 +-1.110785032702755 +0.22521899179608862 +0.40062873149853034 +0.9880716695088448 +-1.4241421911986794 +-0.4920621161120732 +-1.99271561279728 +-0.22316150779716393 +-0.9203153059744114 +-1.667151552119444 +-0.8014774592732339 +-0.47794021686070476 +-1.388438847757877 +-1.4754198701441086 +-0.47967219746833156 +-0.38719622864275577 +0.7398408089655306 +-1.987533931995624 +-1.1212638159778363 +-0.5402995299034637 +-0.3020418744550056 +-1.1293006211341063 +-1.3981217890399182 +-0.7875273802938123 +-1.0852425610979035 +-0.9596837578562433 +0.2522302587481603 +-0.19294212517727063 +-1.63862820619735 +0.4607929554490525 +-1.7904203924716189 +0.4677559580287819 +-0.31164766424610224 +-0.6033494290714911 +-0.198793988159493 +-0.363138003545558 +-0.297486993815424 +-0.3052851620165628 +-1.1004196988441588 +-0.5983620068906351 +-0.10371902407269973 +-0.4514451282614302 +-1.4560355299189816 +-0.8583445900123148 +-0.630706795537365 +-2.11315091749823 +0.7923206835210428 +-1.157297039918127 +-0.6156982761906045 +-0.25891959873198034 +-0.8169373112186205 +0.18175941870419027 +-1.0115068730454189 +0.46186183548465454 +-0.36773075631808894 +0.6190358176113959 +-1.324040664538986 +-1.950450085033678 +-1.2271174302484136 +-1.2812414856031178 +-0.9654958963427464 +-1.0207461516152303 +0.16399587577226232 +-1.7247867246119517 +-0.01348688355050328 +-2.259026934564125 +-0.3039442055758477 +-0.6959365292447763 +0.5242655726907367 +-1.5607481589460581 +-1.099594794631594 +-0.9772969654520154 +-0.9129853700774577 +-1.9559375993100732 +-0.16295651743728964 +-0.08990250762551905 +-0.4510196421816605 +-1.5604595416120022 +-0.17326646545068827 +0.08447357660428738 +-1.9126110026871266 +-0.875243341786202 +-0.805076699920974 +-1.6110085170831943 +-1.02186928264535 +1.0237062911911183 +-1.100528447772667 +-1.726084856800258 +-1.6739511805582339 +-0.5609082349119892 +-0.7351565613934415 +-0.29167757283547846 +0.3077725663309532 +-0.6354738918693428 +-1.2463025526971188 +-1.2764564052720706 +-0.9709764254564491 +-1.6264835747694326 +0.5349688383132636 +-0.3891824917580641 +-0.8202097215452774 +0.569262480982019 +0.3737305435527188 +0.0814293112611491 +-1.0162067598916678 +-1.103074938316081 +-1.0676071476227378 +-0.9809258904492095 +-0.6961973660250707 +-0.5338701752680414 +-0.5492827237853332 +0.03921092931875808 +-0.3579861182267157 +-0.8577667196819421 +-0.8477428945759686 +-1.426489305180088 +-1.853170863573449 +-0.14433021494938655 +-1.208915440457099 +0.3643615704376336 +-0.767587821920445 +-0.8224419899527191 +-0.8673912095794538 +0.01379703376660589 +0.5704505032022851 +-1.4037742643158786 +-1.2142844507102288 +-1.255589214529962 +-1.6256212343713734 +-1.601110865646563 +-0.7445186634090546 +0.04801457568565685 +-0.35451885566200736 +-0.10085608721402804 +-1.0890312417854688 +-1.2650460971655744 +-0.03654252902463851 +-1.1087239144426388 +-0.9528559167772719 +-1.4782606663686846 +0.39218456786215306 +-0.3866794221147914 +-0.20588074454854935 +-1.0020257092203573 +-1.3364930027549335 +-0.1420960599854183 +-0.682190881389523 +0.31961527607573686 +-0.26425839786315136 +0.27591876817271815 +-1.8134957526410864 +-1.425009885077677 +0.039153934127413886 +-0.6227214929836872 +0.3557916330002497 +-0.8804247044853357 +-0.23116180619778362 +-1.7667245502225997 +-1.1814615771065622 +-1.4030750512871955 +-1.4523267880679165 +-1.2939755791665186 +-0.07687808263202793 +-1.3148208810829742 +-1.2974684442338975 +1.0660321419144738 +1.4112826494641348 +0.11376952876106583 +-0.9424239911304899 +-0.6393081034070092 +-0.951712481114874 +0.11759179360237643 +0.22613281770207308 +-1.5523682291554772 +-1.3307767311864958 +-1.0242136254264451 +-0.7707701486993145 +0.32759097595758224 +-1.0649684106161623 +-0.7207548246352334 +0.3105955069737728 +-1.1508483150548265 +0.6562765570371096 +-1.2775378635836818 +0.04285191533052518 +-1.0858593962732193 +0.6286693053161749 +-0.9109960839699697 +-1.1472670629281438 +-0.9481235092033676 +-1.7122433813226268 +-0.4842506142633238 +-1.4453437800735474 +0.7782456932493088 +-0.23595525201668627 +0.174179361616568 +-0.3365794438320267 +-0.9697579351386891 +0.20691693455497806 +-0.7327117440848641 +-0.8494261530182942 +-1.480658718857462 +-0.5012578225995798 +-1.7614230797388366 +-0.473799776533455 +0.34602764618252785 +-1.6392674137282959 +-1.3214154817010006 +-1.506038701502661 +-1.3020257738593781 +-0.6575003708308895 +-0.27936159139485445 +-0.0012501692100629208 +0.6663612791900593 +-0.45478575587302417 +-1.2747472774415167 +-1.0444212538364912 +-1.1633510240896054 +-0.06539109789145992 +-1.4752272076164301 +-1.2318138561460998 +-0.29684832777951764 +-0.4240187734536507 +0.07052528204364386 +0.35148993129693507 +-1.7557818016108386 +-1.3624946876922686 +0.025695978583577077 +-0.0953397645087273 +-2.232003280455564 +-1.0771682120827124 +-1.5592735057773912 +-0.01687536822580276 +-0.9521142219537501 +1.1396483830163802 +-0.7315134004394549 +-1.8903602607783396 +0.7188064927651542 +-1.090597279556607 +-1.4242379729402765 +-2.013681362895599 +-1.213373051159615 +0.6796079824127261 +-0.10558174501157627 +-0.07100913068766569 +-0.7019206964473124 +-0.9517937043175626 +0.11700393046202599 +-1.9497464339408392 +-0.7858487831650138 +1.0916564090200331 +-1.235948455707718 +0.1353430624552934 +-0.6817195212697583 +-0.18822498695239342 +-0.5084243185405001 +-0.5860109324340514 +0.2252128975027924 +0.5334052667449227 +-1.7223685895940408 +-1.889117159738049 +-1.2460301689347733 +-1.3666882882435174 +0.1075879067785078 +-1.5911697239566254 +-0.39898049608984165 +0.3109095952293226 +0.10718931645721522 +-0.5313549709619244 +-1.64006536139363 +0.012395643609921979 +-1.1309162102455934 +-0.4185874663623061 +0.09002800198735993 +-2.0371314042898816 +-1.290105424399472 +-1.1034707300368167 +-2.1716143067352096 +0.09658437334057143 +-1.7904203924716189 +-1.1753329005968938 +0.21174152214948652 +-1.407914555976866 +0.8362843344459046 +-1.2611355359683614 +-1.2915710696671878 +-1.2598533530198435 +0.06256521503900092 +-1.4408189866617105 +0.31333491856263035 +0.1963070783128722 +0.8804964098971774 +-0.2823692083576411 +-0.653447611763288 +-2.0522473866382316 +-2.323206061241503 +-0.7365150820041564 +-1.355929137361035 +0.19652914669557167 +-1.4045870097402853 +-1.5621229715667642 +-1.0920025817812975 +-0.696676347503499 +0.8333936603186427 +-1.0165386403431393 +-0.013732074125495819 +-1.1320015553994855 +-0.18482328611741533 +0.04736654718178921 +-0.13446737410782703 +-0.45726722768607087 +-1.067064711024539 +-0.06721961142418828 +-1.4040747278271861 +0.4276043914448744 +-1.7040003909153059 +-1.1103906777098504 +0.18164355704743024 +0.4752633670107487 +-1.81431143367042 +-1.2625592601702613 +-0.10546237256199502 +-0.9660905135687085 +-1.8614435076765095 +0.42225422856705974 +-1.8379525889092956 +0.1338429478445971 +0.7744348104408763 +-1.0604152057964853 +-1.3652075047732217 +-1.4780006418733558 +0.493012560952004 +0.6031241933871494 +0.4475776664235197 +-1.384331575870878 +-1.63063671497676 +-0.7460806720030447 +-0.3217478620910011 +-1.0981250680372026 +-0.8648955316694943 +-1.0875472774394028 +-1.4461754226254577 +-0.1825394537729356 +-0.4731725999415431 +-1.5519763821062653 +-0.9904754531565484 +-0.7628516180837305 +-1.2604036376943646 +0.40168973748301384 +-1.597438858822716 +-0.3631987480210415 +-1.2193719971107957 +-0.4688404297594757 +-1.9286815709096163 +0.5483358434764404 +0.36729583390226744 +-2.1896173584684115 +-0.5582529415376457 +-0.56874191146845 +-0.9544214879208907 +0.9771190789454836 +-0.4940181335651629 +0.6951026568455332 +-0.8978224984570946 +-1.812826086106446 +0.16419828700867206 +0.5680820485394341 +-1.6188748168489195 +0.7531661347408332 +-1.0070741148529587 +-1.3587959327828945 +-0.18791317730305565 +-1.4752272076164301 +0.11383798806495393 +0.7316974839571591 +0.84741502994527 +0.5614939195656033 +-1.080497636274984 +-1.9492192221353648 +-1.4992832634066182 +-0.2989709052992075 +-1.5914796610862283 +0.7442490997723027 +1.160651748148083 +0.44810830750956526 +0.42761440344904694 +-1.60310181906368 +-0.6872033223671755 +-0.9439766699256832 +-0.0921160452611656 +-0.16815125087693694 +-0.48068230990125316 +-0.6089591560473762 +-1.592805890789316 +-0.9964842829283265 +0.29883104683813555 +-1.5050627400460008 +-1.0705648112966581 +-0.3071541372282979 +-1.3389899030512646 +-1.7241680461995175 +-0.9591141042091688 +0.17714893670049367 +-0.9113184390645485 +0.08649712362612551 +-0.34352567794641037 +-0.5628538863318516 +0.16726835816808308 +0.21298483023633627 +-1.841759624691772 +0.0994161443342052 +0.3286861642333011 +-1.2007783318600431 +-1.1603882539070125 +0.14610248239005189 +-0.4571488141871434 +-2.1039826599733082 +-0.2073955228673884 +0.2587775106978682 +0.6696356738658417 +-0.4669599198278405 +0.1505310255438725 +-1.448977209462703 +-0.6705389750502326 +0.34180613402381654 +0.17407173004064808 +0.017830183635585972 +-0.9144923296584576 +-0.5704140420294392 +-0.5997189644695267 +0.5145215296422078 +1.399654863535376 +-1.1145230747694788 +-2.2392594996160113 +0.6282453861144035 +-0.09664888494300412 +0.25043233295054973 +0.8320490659304755 +-1.258776709985097 +-1.049016176442597 +-1.1712375919050637 +0.9304093799723303 +-1.1554812148720766 +-1.6996640536829983 +-1.1148758845515314 +-0.6713683968774116 +-1.6609776901540567 +0.8500329768929495 +-1.2260167056706177 +-1.4623232021629122 +-1.0694408598255085 +-0.762322188313871 +-1.8195337663193822 +0.557592443380509 +0.3298625367414608 +-1.4637541644363796 +-1.0127093163164438 +-0.3837003487159339 +-0.8504794973025765 +-0.615142448430893 +0.1568930472306147 +0.33149032097087255 +-1.3150004551602477 +-1.9868746729570643 +-1.3296550157703793 +-1.0268348769012672 +-2.01712465348988 +-1.183369436504596 +-1.6969169013069652 +-0.9396814806772489 +-1.9497336977216555 +-2.114367467572431 +0.3130079676177687 +-0.037139451885163634 +-1.862495906308777 +0.0812121347192108 +0.9609101468058144 +-1.1767239289324993 +0.6959323614463333 +-0.06479880236099342 +-1.2814326262748235 +0.7765693434130079 +-1.0605910673377943 +-1.1088367922769042 +-0.8829751498841093 +-1.1372039827563456 +-1.4025296946567123 +-0.048088251185494854 +-0.37903121778420856 +-1.270076440800545 +-0.6886451635937535 +-1.5022930333527653 +-1.2248911701674046 +-2.1169318453149697 +-1.4770056434779095 +-0.7229956188763904 +-0.9257128949654846 +-0.45192200258237947 +-1.4468119647517819 +-0.9666765761840466 +-0.6137552411166626 +-1.1012981968798874 +-1.5302058240167318 +-0.3804473588578728 +-0.4874073308345287 +-1.2291227520883552 +-1.3240115033130089 +-1.005876812677016 +-0.38740602917177747 +-0.22794197103702551 +-1.138361827268287 +-0.4986297125546364 +-1.2463403191114792 +-1.425009885077677 +-1.4253185033998235 +-1.8248115278918533 +1.366246966318165 +-0.23428961432921402 +-0.06729562069278658 +-1.2749068179714067 +-1.5251654294432881 +0.4594106051888835 +-1.12291780992907 +-0.14203648828993115 +-0.5876837014295424 +0.43967960167212594 +-0.7200470060180184 +-0.9670973324701043 +0.1176270084877869 +-2.1466822385515854 +-1.258791651561343 +-0.773476069143377 +0.23852353941482457 +-0.7411396585116901 +0.4914076144843106 +0.0876788176845337 +-0.7357609084717629 +0.5177367671137765 +-1.2725315931135919 +-0.8199383789821586 +-1.2844688449373654 +-0.48883734729434 +-0.22800030284963926 +-0.4259105678106112 +-1.4065785205217332 +-0.5120215648273245 +-0.6861921411901613 +-1.8560848044952785 +-1.4175074447969074 +-0.7994788965137227 +-0.4715152891781767 +-1.7961209084926535 +-1.4470013003414377 +-0.6820969368374077 +-0.8680091910630233 +-1.3783113436683692 +0.2897916252353834 +0.1670367565044312 +-0.6264387405503875 +-1.716929408446779 +-1.600441496871552 +-1.4242379729402765 +-0.7789297964971896 +-1.8239051881038395 +-0.2828776309043467 +-0.9460216303834428 +-0.7338939812432652 +0.7473788543524837 +-0.5903199644784691 +-0.020648268920718277 +-0.6948262448398379 +-0.3469529520159075 +-0.7791414011200019 +0.21353542557164212 +-2.1244820968303295 +0.5450079242942942 +-1.028253678162137 +0.5933726776074537 +0.05936825354745302 +0.0013613921531153567 +-0.47429176463054684 +-0.32958899295297917 +-0.4383954110517751 +-0.2610771009917924 +1.2456887954821436 +-1.67937736420501 +0.1819542792565415 +-1.4331509883291602 +-0.8425878467667574 +0.8816519679653714 +-1.2785426598103218 +-0.22579829205688512 +-1.2770570911229988 +0.024936926492850196 +-0.523256607935366 +-0.7355557190829481 +-1.061496519320486 +-0.17792124718454522 +0.3366212689184482 +-0.5914837093643085 +0.7580400052527102 +-1.834141312254434 +-0.4341144164103554 +-0.7268735185056582 +-0.432387492715093 +-1.4360251502556078 +-0.7252835327242462 +-0.9098278265428229 +-1.5025177742836104 +0.5865624110448843 +-1.7099065472581096 +-1.4217752141744016 +-1.622830394598794 +-0.22021407145978064 +-0.5363859796155893 +-0.5837087571697366 +-0.20170461705251794 +-1.7994534410961327 +-1.9202880300520517 +-0.2063713615003181 +-0.39289134191168057 +-1.2423614829302911 +-0.6961973660250707 +0.4611037974815164 +-0.8188787787910393 +0.38096349730203377 +-0.9609041278429731 +0.11654021034322362 +-1.5451893667435703 +-0.8190239558584448 +-1.0705648112966581 +-0.08820199242378893 +-1.223843620381986 +-2.2656888384345732 +0.24372250667703985 +-1.0624803117455341 +0.11010566364463652 +-0.5299046582965463 +-0.5786518001059981 +-0.4112135640550788 +-1.483465126034925 +-0.8178492402921691 +-1.4337945809738666 +-0.5253817183133067 +-2.027438208734355 +-0.7147012865612264 +0.4395957072982443 +-1.1796939930950279 +0.34070816535849846 +0.9760893402375584 +-1.7688973495597298 +0.28246952140963255 +-1.2075061362716724 +-1.3407724941519832 +-0.8707059396558574 +-0.8802463703458097 +-1.1721244835502587 +0.06584467036833824 +-1.9180439226001749 +-1.4487955649164077 +-0.363154037904207 +1.3012060308747344 +-1.272158882386194 +-1.62327244976205 +-1.6803103279415263 +-1.3921517033348274 +-0.677761460606863 +-1.5737296988637641 +-1.6565775958693674 +0.06010825227286696 +-0.14057288511028 +-0.5394658162765943 +-0.7620293967407331 +-1.6051829954960606 +-1.6573026328784284 +0.3458447349113969 +-1.5116287085051805 +-0.5065515766698907 +0.1780507740400898 +-0.6750346936259368 +-0.1463188719592179 +-0.5855697296460438 +0.35320147032141264 +-0.694824994627291 +-0.6444956920526194 +-0.9359146846212674 +1.0508142377089664 +-0.6767237275316174 +-0.8756272861767126 +-0.1622088155288263 +-1.4530437504904592 +-1.5025177742836104 +-0.844282818203353 +-1.7080580781225096 +-0.027034092347213268 +-2.0070004150888745 +-0.9547511218691508 +0.12345190191628017 +-0.3597083719819201 +-0.2880936116514018 +-1.506038701502661 +0.019792438185561943 +0.058288389756943046 +0.9056383026351799 +-0.8447600234258709 +-1.2126992522263527 +-1.0705648112966581 +-1.8239051881038395 +0.406991397180717 +-0.7066156351269751 +-1.6963309866410088 +-0.33608770457053494 +-1.8243215586896362 +-0.5303857123147967 +-1.0143089318730287 +0.32737700697213923 +-1.2965804303551274 +0.26709143753723574 +0.6455353874209928 +-1.1774015077578683 +0.5790590622658218 +-0.617083372341876 +-0.8249220480613588 +-0.7391044819632541 +0.17427945807232925 +-1.7264956068649677 +-0.33309972967462914 +-0.4600383900959231 +-0.5885368012665702 +0.34022403840795756 +-0.696676347503499 +-0.4561677829281978 +-1.1883878925013485 +0.5664990003050949 +0.9665130706006609 +-1.1633942469048222 +1.2620750709407278 +-0.3816754859274191 +-1.4637541644363796 +-2.5934086923575554 +-0.5158198498063196 +-1.5875127228458872 +-0.6409868918622607 +-2.264218390769444 +-0.06559257136481286 +-0.34146558534572025 +0.03790453863783718 +-1.7362124226562867 +-0.40424821032298375 +-1.3214154817010006 +-0.13861197499577838 +-1.0990026714975825 +-1.6576472846938768 +-1.3214292292817902 +-1.8041602110953143 +-0.6772375179495975 +-1.1468487265871983 +-2.1351623864126976 +-2.4130324437780604 +-1.7717113225124446 +-0.9840948025920976 +-0.22551950538836807 +-1.0665370539665036 +0.4232627147519809 +0.29530962287936635 +0.8929939434302743 +-1.0660834541424087 +-1.418094180306436 +-1.0607250555880778 +0.31026134395105254 +0.40322621932862074 +0.5714097376541954 +-0.17151156381313545 +-1.0148422708300868 +-1.2065158225764177 +-0.600042559334371 +-0.5876837014295424 +-1.0461444261845985 +-0.2895715852486901 +-0.10172482544395554 +-0.46178798259368414 +-0.8281293881406429 +0.5434679198102751 +-0.8269617679318803 +0.10389251542803948 +-1.3679811775518156 +-0.4107413149513154 +-1.0589364716630465 +-1.0461444261845985 +-1.5465501289991421 +-0.5457353575786463 +-0.07904601871018108 +-1.3903291826149302 +-1.0421778448720367 +-1.2234105950116367 +-0.47088867298653486 +-0.3285250072112609 +-1.5960307652936345 +-0.6696588093797756 +0.10139796157552103 +-0.46172921873351963 +-0.06205514559451657 +-0.7277933070933423 +-0.2814815987012073 +-0.6622741695482743 +-0.31902223919015793 +-0.31136644710653466 +0.6548839805811825 +-1.4831575722358907 +-0.9962574264748675 +-0.2850536986009937 +-0.6674023964473897 +-1.3118564893306444 +-1.3062524185362556 +0.46388810320715024 +-1.8137344219460787 +-1.0435689750324344 +-1.5198622628970113 +0.5141722001577401 +-0.8617150114175961 +-1.2272979714553118 +-0.6388709870301963 +-0.5408857549444156 +0.07962515776681775 +-0.5209620135818578 +-0.4580795098712299 +-0.9576160987245078 +-1.2997932881749588 +-0.5906262231771013 +-0.49440942900568896 +0.6302299582009776 +-0.16895484645918935 +-1.565299133137813 +-0.29364573984935183 +-1.2271174302484136 +-1.2879478510413935 +-0.407296809310621 +-0.9385512898557465 +-1.6347410985275812 +-0.6344700971256435 +-1.2160659683079753 +-0.7094405750529581 +0.23020907562428997 +-0.584435265445911 +-1.4089807516355566 +0.8451745388192804 +-0.9315981260782938 +-0.18309500241166474 +-0.8336863369987018 +-0.545747692971648 +-0.7683632289341626 +-0.19129689252587936 +-0.5378959757303405 +-1.3755414485256736 +-1.4661148053718065 +-1.1967238488286631 +0.29860856187527973 +-1.0062417087116784 +-0.22087956020748709 +-2.1394180989778486 +-1.037294686381031 +0.41211639920416593 +-1.6423113273807406 +-2.1168597857205254 +-0.511051905044155 +0.3869145452991611 +-1.0739903407982279 +-0.17722244478229515 +-1.1685788919841316 +-0.9760225863868559 +0.16502089445649554 +-1.9883065759914538 +-1.5556514255998828 +-1.1878146412403279 +-1.2332353977386408 +-0.5601950480928021 +-0.7445951891184319 +-1.0044093381232257 +-0.34381376288952337 +-0.7664134485100077 +-0.502792147349618 +-0.6033526744848331 +0.5297623715482036 +-0.9320742867158537 +-1.1973879692060732 +-0.012766866686213102 +-0.4465572122803671 +-0.9761842517314406 +-0.6473376331210284 +-1.4191605254053015 +0.17025976001299659 +-0.3760006896852239 +0.6654460547969261 +-0.9447021459814682 +-0.15121783845882053 +-0.9590912738507059 +-1.4630940860827952 +-0.7380731342321128 +-1.3923487859943717 +0.5119915687402941 +-0.5692103487964951 +-0.5030108060476098 +-0.9989268531382066 +-2.365890888226278 +-0.40310020146869857 +-1.7335165663978593 +-1.3214154817010006 +-1.7336747650024045 +-1.2799563799048763 +-0.04576561614714915 +0.2732967665764619 +-0.10974861476309442 +0.6736171499827757 +-0.33138950085811725 +-0.09565233697388958 +-0.1788148359424529 +-1.1103906777098504 +0.7054051364981738 +-0.18584288529381238 +-1.4720351096784463 +-0.24418702744121654 +-0.7423007017529467 +-0.6272607464878468 +0.6332571214484125 +-0.2868493487387402 +0.20722922782619868 +-1.6153228786573692 +-1.4442392948912137 +-0.8480833207325952 +-0.03858165538401619 +-0.6421010555919817 +-1.0060984050799144 +-1.0837275489828868 +0.11010566364463652 +-0.582757175835672 +-0.5926277193051477 +-1.1342308502640646 +-0.7777686143505638 +-1.6195608896965952 +-0.7524122614219346 +-0.6281925818695318 +-1.8134957526410864 +-0.008723578913409281 +-1.3572828906377252 +-0.10468633130479696 +-0.36189462714839093 +-1.5263071883911794 +-0.3757705411042127 +-1.270698996387844 +-0.7325624542167165 +-1.5546984536488648 +-1.1443020392675234 +-0.040026889236430226 +-0.4953293595361456 +-1.1668236442346678 +-2.077450029371724 +1.09354200073433 +-1.2459784350893228 +-1.2113737931022066 +-0.591116215722336 +-1.7682346701695968 +-0.5761429977777273 +-0.12173566503794095 +0.7194425542176152 +0.5377881348117339 +-0.5188013268506647 +-0.8603422967634243 +0.12478269509780124 +0.09838781245402828 +-1.3858811021700395 +-1.127998053219983 +0.7284129449724738 +-0.875332536578609 +-1.6239954940466572 +-0.6027399836356546 +-1.3672671962021663 +0.03687411172781484 +-1.0222720906271066 +1.8569135755623336 +-1.2986629434834691 +-0.9551128098919057 +-0.24628156919547772 +-0.5286912689944205 +0.19268398535873102 +0.019645973287417767 +-1.240061469688497 +-0.18022166297184294 +-0.4569210748065726 +0.379952150354262 +-1.7216479577803576 +-1.3050180487541039 +-0.6515734274874617 +-0.7444703346504551 +-0.4419707727553045 +-1.1980491661339865 +-1.2416724468520703 +-1.4224259976422788 +-0.6870162447882331 +-2.0171677064462736 +-0.14480124083550536 +0.1126052913422883 +-1.4780006418733558 +-0.7138416922957155 +0.016755483924947065 +-1.3699629466016576 +0.01929862157503868 +-1.426664183911783 +-0.8480833207325952 +-1.5155704904738145 +0.2692938804429613 +1.0259353501754662 +0.4977616230095721 +-0.24959564096792278 +0.21883612878728304 +-0.597218938687252 +-0.39011262277249087 +-1.7477138652790734 +0.23837597847434092 +-1.574135072170596 +-1.2306571245712907 +-0.2872405852950468 +1.8026562438699547 +-1.1853776322308636 +-0.8283285821006466 +-0.6933773714701973 +-0.6565211482910767 +-0.6133505130581279 +-1.272158882386194 +-0.36446764542865795 +-0.7654961822775785 +-0.4346076995407331 +-1.1377028220850116 +0.3328497053423761 +-0.8868275896600386 +-1.7273062972206226 +-1.0201989612549833 +-0.4507271797773218 +-0.5249215324233344 +-1.1655783118756515 +-1.5589193222293045 +-1.2959272855459654 +0.28717525526047527 +-1.0201989612549833 +-1.3602834936220531 +0.4730282134822304 +-0.6727962409476891 +-1.893091537437131 +-0.4893989741072869 +-1.7347033525337217 +-1.472851385396504 +-0.1592215963066999 +-0.6914847532166954 +0.3632655668629278 +0.1298435820905543 +-1.4111947541106478 +-0.41566728105919015 +-1.927539085738766 +-1.0102391908865436 +-0.444618605458147 +-1.3842739056455695 +-0.8062227889379099 +-1.404462892736473 +0.10350650609669612 +-0.20551873194109205 +-1.7051345874685426 +0.056642839349122474 +-0.7364081103635493 +1.1117712243041493 +-0.9636094394538431 +-1.1121508831760094 +-1.2691551512689188 +-1.2747472774415167 +0.26039883555354787 +-1.1261415408909008 +-1.6450708937114067 +-1.636385240234411 +-0.27394090720042336 +-1.0593490204456308 +0.49217004022513117 +-0.8043322794290744 +-0.6369322856949898 +-1.5757372791608661 +0.3218312717288072 +-0.6221093236154375 +-0.16410581557082402 +-1.0335016584826018 +-0.2088934708360356 +-1.833285546858227 +0.7187523885422256 +0.25529695532470154 +-1.1414876795173907 +-1.3199106424133082 +-1.58462503639679 +-1.6180139515288887 +-1.0113396863630069 +-1.267129869491334 +0.19106394529986107 +-0.858469179910548 +0.03026447172767078 +-1.276189291385472 +0.42269059855728663 +-1.6051829954960606 +-0.3377988244045496 +-0.7581959683764544 +-2.187690890149162 +-0.37313592185928945 +-0.08717057327090821 +-1.1903505975670121 +0.7223347883927269 +0.43049559196423604 +-0.8375904241778308 +0.23078956265238784 +0.06730252754421694 +-0.9123938652275055 +-1.5981344211895887 +0.5411290956582874 +-1.4370919712122594 +-1.1753329005968938 +-0.5059033125584032 +-0.8973080789831996 +-1.768747058509176 +-0.6077061064751136 +0.47793692592209874 +-1.392192385201123 +-0.44792344863992584 +-0.5221531144216687 +-1.483465126034925 +-0.9411970090050786 +-0.43882283118988913 +0.20442087319638963 +-1.7278430163209637 +-0.801819238739875 +0.23390718286013307 +0.4949891969074633 +-0.4283026530405562 +-0.5147409981715265 +-0.33715456430465507 +-0.4062628760136173 +-1.1934178600399596 +0.17421908383107843 +0.20272956220234084 +-0.5561974454175163 +-1.335180903949913 +-1.3534102958190208 +-0.8164680247255411 +-0.929147651817278 +-1.8810444036282628 +-0.5811002707478388 +-0.7525494948091266 +-1.3272531181769411 +1.4380975516564667 +-0.6379241767928545 +0.2286160229088296 +0.6031011467957683 +-2.0568206140736756 +-1.1145897092493366 +-1.3921517033348274 +-1.1225392159690841 +-0.39771492204151826 +-1.1646248644781232 +0.8238457926029029 +-1.0427619560983095 +-0.9615181697772591 +0.8776087604038416 +-1.0926917819837723 +-0.6247858481473547 +-0.7961345808023975 +-1.5863788019921266 +0.27263289934364393 +-0.657296347113407 +-0.35920506545181785 +-0.7355038217390122 +-0.9687584394759003 +-1.5451893667435703 +-0.7024107109182449 +-2.244954638014153 +0.2604126501619274 +-0.17707567448905437 +-0.1392083908508329 +-1.0165567459676457 +-1.0614577912281435 +-0.432387492715093 +-1.8051111832220827 +-0.9674254830168665 +0.20186674871198346 +-0.4491277534921486 +-0.9524569499396218 +-1.4788489484612384 +-0.23862845376902808 +0.02245889866704097 +-1.7899110196134371 +-0.19184693251611665 +-0.0535303226416124 +-0.8883159974549402 +-1.6700841243576106 +0.3913408918437654 +0.008727817103677829 +-0.858987846104061 +1.2159373032233365 +0.36203215918138276 +-1.2465360355074546 +0.1495123967926869 +-0.8561506437656856 +-1.2215328744758664 +-1.0589364716630465 +-1.4965247900605474 +-0.23370022959568473 +-1.9487404391496215 +-1.6397920671570085 +-1.8899650114274011 +0.19403547448679703 +-0.7004419473112062 +0.9510589330438958 +-0.5247432718976837 +0.31275527723619095 +-0.6318877161654239 +1.4431319596799324 +0.19332500981636672 +-0.15011217296427148 +-0.468531291077809 +-0.5032135656651715 +-0.6109209063492161 +-0.7416041200527973 +-0.6936957930629766 +-1.0414852191679238 +0.1858596460729643 +-1.1612948819665019 +-1.5006071747074639 +1.38772106976357 +-0.9443418284304688 +-0.8585424585930084 +0.12626307491871244 +-0.6108065557499259 +-0.3894862649499029 +-1.1691374941798092 +-1.2930463369328569 +-0.5997189644695267 +-0.1677880349578768 +-1.1382491740705443 +-0.5398998215017964 +-1.474551324257079 +-0.03496413955739243 +-1.2657405023215504 +-1.8239051881038395 +0.7644679049597991 +-0.7277885790096039 +0.11963945501814818 +-0.8760488775960856 +-0.4569210748065726 +-0.09204848058126591 +-1.6195608896965952 +-0.830050675387579 +0.03823463165158674 +-0.06448450328009606 +-0.7518057240154559 +-0.6506996110541683 +-1.8108136581366796 +-0.5887083361338921 +-0.5527255903116887 +-1.4242379729402765 +-0.16362806009181527 +-1.0172896320219915 +-1.5048940419810217 +-1.7068478368876248 +-0.4367495690830503 +-0.7664442018348756 +-1.22104025715444 +-1.3062524185362556 +-1.1034707300368167 +-0.9338498248509579 +-2.7734329191942164 +-0.01600757057036299 +-0.23865335746703487 +1.0826593683554426 +-0.49491260960666394 +-1.0663706404361668 +-1.586820588980751 +-0.31927437789533814 +-1.4720828510740278 +-1.230920212788023 +-1.1461538681080128 +0.6580863352282251 +0.34695633445510965 +-1.1817417272814774 +0.19878730918690557 +0.29962629261062723 +-0.6378007678737645 +0.9133382062027661 +-0.9611428458718209 +-1.1098295658845732 +-1.0301957427761497 +-0.6247563196835988 +0.21691730414056348 +-0.23912411666800765 +-0.020997609683499584 +-1.1797927744286294 +-1.3608382632215459 +-0.9949171245744042 +-0.9055005188916689 +0.09234218345464923 +-0.33395694631238415 +-0.38826417032979954 +-0.14012302515488023 +-1.1750696206956266 +-0.7976302179813528 +-1.2072541751033738 +0.9370281606723007 +-0.7284545563283382 +0.6227338763206751 +-0.34913332871350927 +0.22542378087186593 +-0.1402916733557196 +0.17691188573563504 +-1.6453185708690163 +-1.2700473383627842 +-0.5024393885807286 +-0.9180932383301079 +-1.2546310475563525 +-1.0597049080119778 +-1.2358388909599092 +-0.746298992413683 +-1.2987490999138462 +0.13954175957609682 +-0.3976171367620888 +-1.2151865146368253 +-1.264806187714074 +-1.041826427905132 +-0.720321357075146 +-0.12112732726840277 +-1.9743571429525104 +0.08935712356076447 +-1.6077850000893619 +-1.3969115401975278 +-1.7178929159505565 +-1.3694587589778309 +-0.02722292332752769 +-1.67680777012046 +-1.1187602447562135 +-1.4439005980847484 +-1.0836410913547114 +0.6739191670363737 +0.6545309114211201 +-0.9754883087051305 +0.3129259827026708 +-1.6111550317317243 +-1.1687564868533462 +-1.5641141748910479 +-0.19003080937870448 +-1.715288656467344 +-0.2425639900329528 +-0.46975894954255687 +-1.3214154817010006 +0.894217988197231 +-1.602250662617899 +0.30307450941663006 +-0.35496901933875846 +-0.22598666280928087 +0.3682278046230855 +-1.5592660817298578 +-1.9884013865429055 +-0.6636692368757728 +0.8770086253157232 +-1.428791499923344 +-1.0421778448720367 +0.05347617823292734 +0.010294975444070674 +-1.5421508030648492 +-0.8246057945940403 +0.4746328004539606 +0.0027546129852203532 +0.519332126574907 +-0.9701229666817858 +-1.4918617193947854 +-0.868717648907942 +-0.3103414216200096 +-0.5763198819813744 +-1.8476099248213198 +-1.4231250068490078 +-0.9332005817780188 +1.2151283253582974 +-0.049156480172672844 +-1.309129017862642 +-1.380077842949725 +-0.43449873482273355 +-1.2837086082420348 +-0.270186372073413 +-1.2827559576227443 +-1.4599221623262548 +-1.388438847757877 +-0.2660129759098572 +-1.16607262932853 +0.16751152325034024 +-0.302670823508739 +0.026960408469497585 +-1.0830324321106943 +-1.1143140565491678 +0.2542522963846528 +-0.5377445035632903 +0.402257462091825 +-1.6178151470755207 +-0.6165894970450001 +-0.07080064904767017 +-0.5358742042838271 +-0.8889114696046816 +0.4742868546903825 +-0.9874804750210728 +-0.45726722768607087 +0.060762598008313795 +-1.3945842503266117 +-1.5546859220463267 +-1.0825903117097289 +-0.5591835174132714 +-1.6676167345959247 +-1.3861168008873708 +-1.4422949148441955 +-0.3870395387921955 +-0.1530739094735265 +-0.23828583268687603 +-1.5554127895305623 +0.17439153712313005 +-1.1735145383882544 +-1.529467881235407 +-0.22750615328896437 +-1.629273708209186 +0.40188241679288894 +-0.6917233436241611 +-2.1168597857205254 +-1.1694223829011448 +-1.0087403238038357 +-0.2991213730797775 +-1.427720919094713 +-0.511368572595074 +-0.8337514507325879 +-1.3820296618311607 +-0.3355532435839395 +-0.252339815086721 +-0.18394907190961635 +-1.260193367090479 +-1.254680771657839 +-1.6710223394074686 +-1.5485498247198273 +-0.46940143684134605 +-0.6646080897854639 +-1.2113135508003758 +-1.6950448263252305 +-0.9450411310560316 +-0.05460237246593615 +-0.669834924374343 +0.5855882890721678 +0.5880408277862333 +-1.3921517033348274 +-0.6441795603785665 +-0.6787030372359322 +-0.4728522123646181 +-2.149951538040692 +-0.014776950456136896 +-0.027055730503319914 +-0.4042836751503202 +-1.9085079139763674 +-1.6174544817239132 +-0.5383026347598279 +-0.9123299797811053 +-1.0069281534081553 +-0.3843711109213237 +0.46424115061714905 +-1.379108714543409 +0.01713870907559109 +-0.6973186969248312 +-1.1384611170113994 +-0.15328531105775348 +-1.1064823837179039 +-1.9286389124119354 +-0.7033776057496658 +0.6273504663131261 +-1.3287059117217315 +-1.0117114902185476 +-0.696676347503499 +0.8397488812801712 +-0.8001104019703895 +-1.9202880300520517 +-1.1667752799085405 +-1.2922369563726857 +0.06778626530832087 +-0.5809525440216379 +-1.7109099573768436 +-0.1275560929818888 +0.49369506807032215 +-0.5453084015637745 +-0.19664473214422318 +1.2670723554604149 +0.07348303340632625 +-0.22056421711868407 +-0.6644532148673319 +-1.471367799367127 +-1.395893443798177 +-0.8351685284900887 +-1.1794265931097507 +-0.7634607963460305 +-1.7627616123644367 +-1.6358464063906457 +-0.7321861219331608 +-0.9101141259138044 +-0.7040782422650195 +-0.5354509412646846 +-0.5520350292320253 +1.4676109528906311 +-0.8849809660180515 +-1.5506027133496456 +-0.6405253326651119 +-2.277184684297641 +-2.280204499500291 +1.225100525401644 +-0.7131140104128587 +-1.3078227910936284 +0.42001829448323336 +-1.4703801570007466 +-0.7952773417697733 +-0.9945937824513755 +-0.6734156379360001 +0.14724281587633475 +-1.5025177742836104 +-1.2114527107911872 +-1.2336976726372484 +-1.2158518266901868 +0.2520382699448404 +0.6693317811868442 +-0.45582559590790644 +-1.4532720236340386 +0.5212750640656924 +-0.9776692795352541 +-0.6736746408897665 +-1.6103211250225717 +-0.5126496191430032 +-0.4514451282614302 +-1.6239954940466572 +-0.5030108060476098 +-1.1205807766233882 +-0.9436404063423365 +-1.4776411139264747 +0.7761753005244 +-0.4994676590847841 +0.38305092988943934 +-1.1363908476805709 +0.5344472892502132 +-1.6892255010530415 +-0.30839469713870704 +-0.12933314711929927 +-0.07423590281267814 +-0.6655532040918791 +-0.7101512129950608 +-0.6547362644791432 +0.3469266660462832 +-0.2267663834006734 +-1.1886200765856894 +-0.9709483657624555 +-1.148735683214975 +-0.43210759589524195 +0.20711860213255437 +0.5401460962166565 +-0.8847206260254112 +-1.2785426598103218 +-1.6294877494984126 +0.3933121535237701 +-1.3758309046953219 +-0.3137995244500145 +1.1969513425353617 +-0.579133519693822 +0.3616921474376243 +-0.8339442301833206 +0.2297758676032354 +-0.9476019873510622 +-1.2832336066286696 +-0.3120504519603263 +0.18148170839699906 +0.8484967891894137 +-0.1318611380672964 +-0.6480834389846787 +-0.41806237325350454 +-0.08009865833392227 +-1.3928384125826523 +-2.0266993076401327 +-1.3921517033348274 +-1.142175300088385 +0.8986044374148495 +-1.395893443798177 +-0.6831882911298556 +-1.2138572160236158 +0.392310590916751 +-1.4752272076164301 +-0.7419988308042489 +0.34140416178301525 +0.23759469029207453 +-0.7153649239460368 +-0.9102332893616795 +-0.31647161219450254 +-1.304552529248067 +0.13799094017071978 +-1.2928461138135787 +0.14597964458415436 +-0.7157276501530498 +-1.5964708174978577 +-0.6967350079082513 +-0.2965108923617002 +-1.0552364028530934 +-0.23259468104330322 +0.2155642454507531 +-0.36028979730645583 +0.6906127159136503 +-1.1390448522970367 +-1.138361827268287 +-0.2631134493981629 +-1.260193367090479 +0.8921218456105969 +-0.554372980830724 +-0.30147213417009555 +0.03205099262535235 +-0.5148708481366372 +-1.6860929689343158 +-1.3317195835885274 +-0.5440541911850404 +-1.3376796998126834 +-2.102183279884463 +0.7723813530610706 +0.6614249113034117 +-1.145821937738965 +-0.4746024325694632 +0.70922298262243 +-0.17803974003424655 +-0.9565396461576635 +-1.2203185038867215 +-0.44113335941508514 +-0.8403131989038984 +-1.6557610903634394 +-1.0278318354564924 +-1.255589214529962 +-1.7904203924716189 +-0.11239935803768356 +-2.0004240669535442 +-1.3386732898141762 +-0.3061525897545487 +1.441419486848411 +-0.9740309673449212 +0.1170482945072584 +-2.1915456970016565 +1.420646750629484 +-1.2384640477250262 +-0.7177320214318197 +-1.4893065822060279 +-1.0023445397075135 +-1.387060814267145 +-1.3671971006718693 +-2.2392594996160113 +-0.7066151775377298 +0.7360727715007256 +-0.030213109065516254 +-1.3653868445379433 +-0.8744410736470895 +-0.6284057463189233 +-0.7509699991928638 +0.18036130037747644 +0.6773885648414345 +-0.5310556175359934 +-0.9331213313887108 +-0.18667185674572012 +-1.5323219093360607 +-0.5524880764930539 +-0.7512599754815082 +-0.8912274939924564 +-0.5042771115363779 +-0.582757175835672 +-0.18730750580913397 +-0.2065564764635585 +-0.2874981621541831 +-0.29981943224491375 +-0.881499820635729 +0.007501950958657709 +-0.8115468841719417 +-0.40514912816323456 +0.3732430907907147 +-0.5647772812074133 +-1.1553273636519545 +-0.39731552246344826 +-0.657296347113407 +0.14487378863581538 +-0.3570076655865163 +-0.07399176764007359 +0.18195697629197122 +-0.9237584467874883 +0.9189084900318155 +-1.1399755079402025 +-1.3602834936220531 +-0.04770095053457339 +-1.517683248211495 +0.788771210538905 +-0.875332536578609 +-1.1238801193834822 +-0.6599990630028971 +-0.29734619897469633 +-0.319691919320665 +0.7005136703029503 +-0.14104577704468796 +-0.7776184397925654 +-1.7347033525337217 +-1.2811603164279504 +0.5588699335678536 +-1.477784380185543 +-0.6410368153296203 +-1.6510948244540258 +-0.32039674873177415 +-1.0394928973964195 +-1.097341210257578 +-1.7878023052068854 +1.0098729194497325 +0.09016116901828686 +-0.2334476178069037 +-0.5508261557876672 +-1.4015867993994757 +-0.4980370048896398 +-0.5958079328763406 +0.09506315447528632 +-1.0456059920052498 +-1.42602078193101 +-0.910756753604483 +-0.0012538922625631443 +-1.5264248119410597 +-1.3409276757733342 +-0.5849818183768969 +-1.5540546262856745 +-0.18015830711831987 +-0.2419117079314312 +-1.1386474969756035 +-1.4763356035470636 +0.35146522472648817 +-0.9791118697553759 +0.22212139399835723 +-0.6641488728118093 +0.07415555246002897 +0.2733646943376883 +-0.44345107341360335 +-0.06333634245064328 +-0.2748485590455037 +-1.0063634020116625 +-1.5804982286631708 +-0.8976284065149281 +0.8779009565243706 +-1.3513681571516691 diff --git a/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVR_DUAL_bias_1 b/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVR_DUAL_bias_1 new file mode 100644 index 0000000..4d359a0 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L1LOSS_SVR_DUAL_bias_1 @@ -0,0 +1,2175 @@ +-0.43866574170710027 +-1.3774535099002594 +0.5098132513533997 +-0.7657960919382643 +-0.5068102398394141 +1.74455992833191 +-0.6598455161062864 +-0.7796674087252773 +-0.8699621445282841 +0.40245487430527094 +1.065318891966759 +-0.9271368425992359 +-0.5678710988640798 +-0.6848818042197844 +-1.0677641531395894 +-0.7249074727370435 +0.020029532728740307 +-0.5574298195986853 +-0.29583470528706135 +-0.46142947071882445 +-0.5758609064012143 +-0.6687666453288688 +-0.6841176924596137 +0.9251919455724604 +0.26289021773473475 +-1.1014426289124106 +-0.8153254028067172 +0.6873011787837521 +-1.0821876268247732 +-0.858852795201553 +-0.6381152168625923 +0.5137949228744684 +-0.6973269301655391 +0.08836798047247885 +1.4542189010264435 +1.0706819834911043 +2.1706719302052697 +-1.156113967397638 +-0.6441757324017461 +-0.710212566706047 +0.4142406989791799 +-0.1925506472254832 +-0.9044097773873856 +0.6942096667304742 +-0.9524639489166757 +0.9890030384626236 +1.2845471887199782 +0.5481310732529232 +0.27874521373359573 +0.40648188566272714 +0.7640993940601547 +-0.6957092269092604 +0.16451303523818017 +-0.1609431874163998 +-0.961024579626879 +0.5693602536221058 +-0.16117516041560864 +-0.6839210674506973 +0.9550536698009502 +-1.2390785652442746 +0.634024292138988 +0.5931778037260533 +-0.3380020639984158 +-0.11908525350490295 +1.0102225740685258 +-0.07254174961313398 +0.2924730464800184 +-0.7512812225961556 +1.636283998351158 +-0.8726148409897228 +-0.1681707160858268 +-0.6084086559216755 +0.8971918650533094 +0.029121483456591823 +-0.2004277012457243 +0.14127021326790357 +0.4583914462106444 +-0.35959355023708883 +0.6979155484709267 +0.09566877529421536 +0.0948326349454065 +-0.385550311789177 +-0.7622427069324313 +-0.710212566706047 +-0.17710764980801064 +0.6776543979109709 +0.4290849303030295 +0.2760558462767052 +-0.907650581618273 +0.5915483711964633 +-0.6380942003750321 +-0.21596479809084212 +0.42436484686993503 +-0.05223408211705993 +-1.2407939275425468 +-0.024565226149503516 +0.3247256531636846 +0.8327860558293158 +1.4053814376572902 +0.44821942710442475 +0.5958318690043033 +0.26718447718172567 +0.3041496233790888 +-0.5126514838218827 +-1.064657241002093 +-1.246607872890161 +0.43939453539077844 +0.8198830972108423 +0.8543396278328054 +-0.37132489787346623 +-1.1352391827281951 +-0.24177782046819352 +0.9353248768447429 +-0.33365729261425425 +-0.19062241303205152 +0.1144224257523323 +0.023340048377353373 +-0.1873258398574711 +-1.0294645977790795 +0.08384542894045288 +0.2097945043448417 +0.7658170237819861 +-0.5452728163701983 +-0.6871049779369884 +-1.1014426289124106 +-0.7890340754147511 +-0.8705484661235083 +0.07774767258446325 +0.8967443673847677 +-0.5894188938781895 +0.0444811173734212 +1.1496721863016834 +0.7302432354371977 +0.22730479146946736 +-0.3729733215916209 +1.4657266636902768 +-1.2144569138110972 +0.5211455356194343 +-0.4550132619102294 +0.19770536887687395 +1.9138145526585946 +0.05343654446406099 +-0.2379154395628309 +-0.26193388262776596 +-0.9616962859350053 +0.7037940662707728 +0.01975411424824891 +0.9736315958572587 +-1.0494257128801991 +-0.2927630838620323 +0.8709775020425762 +1.2866139650519655 +-0.9413019765969652 +-0.5155882683359243 +0.17498598710370805 +0.2195341377450052 +1.9295950299114806 +0.8099973363075039 +0.7125312131339658 +-0.33917193994275774 +0.4659378096282757 +-0.49701928502863635 +-0.052711999976476465 +-0.5540665306143127 +1.0890526503124056 +0.028981287882241746 +-0.11325138017054348 +1.3765377616383159 +0.4314845517683503 +-0.5881747239936366 +-0.7920964232512935 +0.1153400982786894 +-0.11116667656684087 +0.06845346032659971 +-0.9309190551332542 +-0.5760683962535098 +-0.16043237507680042 +-0.2486804745408353 +-0.7466592557348055 +0.19882369494319385 +0.9787343431301737 +-0.947974934935127 +-0.21066851173167533 +0.8553692704386386 +-0.4557657819660972 +-0.44643231004344974 +-0.13956503422649935 +-0.09825284871132656 +1.0145614957234086 +0.10918593247261588 +0.6241016198713925 +0.24618603581453757 +-0.5280544464173167 +-0.20663183028015886 +1.4841958328708764 +-0.2730850423398299 +-0.8268123887947239 +-1.2022812205838203 +-0.1538376667957988 +-1.3055120980410977 +0.4733315254292809 +0.5479077515314066 +1.2743521620152312 +-0.10987765801051053 +1.0192374362083534 +0.16889337354540135 +0.2861403318904976 +-0.1586184058598754 +0.7385412337359012 +0.5011996832734502 +-0.6282647187614934 +1.0728277324800497 +-0.0793517004422144 +-1.1014426289124106 +-0.21684749822135552 +-1.1814125245804474 +-0.10448188131404201 +0.427163415229202 +-0.3001472461194581 +1.2803125430733762 +-0.4255627658351693 +-0.3649863447180641 +-0.01287538942727151 +-0.6096916686905922 +-0.78439789529709 +-0.5844760082789928 +-0.6729613679729818 +-0.4346654422036411 +-0.21597932128307473 +0.8837504982300614 +0.42403735615117977 +-0.10002663961862934 +0.23829334089452547 +0.7363343390283537 +-0.13048886934364412 +0.8178458628701895 +0.5629205867396432 +0.7936561805251946 +0.0429662883540054 +1.0801872124909295 +-0.20313000396474945 +-0.2026859866331696 +0.16912882385028394 +0.5563812072151233 +-0.5890038742169157 +-0.36005764707700294 +0.4649241617770783 +-0.9066755336873813 +-0.27917958334360016 +0.6352374852711993 +-0.3031349089106019 +-0.006572754670660874 +0.17969293641126893 +-0.3597676239581846 +1.7385962480762809 +-0.0038703424784087836 +-0.8190195712147814 +0.10615694908878526 +-0.21866246755177254 +-0.3835944932835793 +-0.6879293425661344 +1.4859785032563169 +0.37998104723078074 +0.2768999760196962 +0.49182570294702366 +-0.6325086711849788 +0.5110881856070801 +0.8129062892906551 +0.04531752166654224 +-0.8840715328666797 +1.0967380261870077 +0.4378514971142333 +-0.3041820054105542 +-1.1751735567505466 +-0.9907391906794798 +-0.02516375922411429 +-0.41488742709913784 +-0.8866073837758743 +1.7598999218546698 +0.39201800269100806 +0.9041494051258141 +-0.9857743126874277 +-0.5907467783513032 +-0.2012561119319316 +0.29536903933493974 +0.5645225170276233 +0.4007783278724 +0.9472481621839675 +0.7139842811112531 +0.9137819214382719 +-0.4720060797763468 +-0.7890340754147511 +0.07254348880455463 +1.496094675824566 +-0.5995668665364571 +-0.11474493015124065 +0.9803976457738681 +1.1919232538015987 +0.08543718673971168 +0.2210089476347703 +0.3957414925824376 +0.7525500834992909 +-0.903720060933547 +-0.3578091893339195 +-0.4899886927541972 +-0.4417982843489474 +0.4594760286823891 +0.12308118533727797 +-0.33452748389328213 +-0.0768005153923772 +0.39870472234247245 +0.5164371656816114 +1.450766681441777 +-0.4161874819902278 +0.5670516473454843 +0.8123464841124386 +1.5538004434667632 +0.8889709171650054 +0.41884252564891866 +-1.0640149189750518 +-1.1910414944377905 +-0.35527446430947296 +0.7090553576255806 +-0.8158329139672467 +-0.6530218834699006 +-0.46710009602454994 +-0.5420300613996298 +-1.2671243705251296 +0.005994208438298454 +-0.3617711194474069 +0.021810037331189358 +0.6609148666027942 +-0.8703968930365729 +-0.9195322081762978 +-0.4525967910075228 +0.09141231549941886 +0.7540871678909085 +-0.6541297751052138 +1.248882128370513 +-1.4430881117264205 +0.3065076086777089 +0.41546944172782996 +-0.29507031705148257 +-0.4455316977942192 +2.3305365426852602 +-0.40006194714677235 +0.5487033580072067 +0.7096108609905769 +0.6375337723001231 +0.8840322116113816 +-0.05211745795175737 +-0.8545088529354123 +-0.7583867482297988 +0.8429314652327529 +0.2417767742037913 +1.6693032837429835 +-0.6703015337647782 +0.18433507244683156 +-0.14533106854617373 +-0.05768517950920282 +0.4724715883598405 +-0.7698858167341682 +-0.7225083001154811 +-0.6766104154712094 +0.21269595932239027 +-0.6326831501599477 +0.15221529811186418 +-0.4070848933175806 +-0.3029468701535958 +0.021252793830086603 +-0.7062425429017303 +-1.1274736332802737 +-0.1430660711086873 +-0.45283912688651307 +-0.9903342967370419 +-0.7863673300165901 +0.10034998780267734 +-0.09061765821208545 +0.9203471914778002 +0.31605666157798185 +0.3526950577450805 +0.7069183722386063 +0.055865152850998356 +0.6728773668696165 +-0.9391530947902336 +1.2165142370713389 +0.8503973129253013 +-0.4588186088660524 +1.1089926107272075 +0.98025815105686 +1.3287144163867866 +1.3264808295476556 +1.2707277683409215 +0.3288545146872366 +0.32775893737807305 +-0.03190184989662348 +0.2539088446167259 +-0.39323523209161637 +-0.15763385272140762 +0.8372872748149758 +-1.1107777416961087 +0.5846373538126699 +0.3722595114002404 +-0.09238158464448842 +-0.20468512351891444 +0.12091485984849104 +-0.7409082418239279 +1.6679406864012705 +-0.8224407464309647 +0.17124732774397744 +0.6851233380980013 +0.8462346779078677 +0.5600983028123028 +-0.18396570266490242 +0.7015246935013266 +-0.12036993724313039 +0.5929197300170695 +1.343868622883571 +-0.5668800760418022 +-0.17618805255010805 +-0.31604166545362467 +-0.7242774181445921 +0.007568570538400987 +0.4556976888630422 +-0.43540609776317174 +0.45822203514139703 +1.3918853363892416 +1.2617673599489065 +-1.0458227212834887 +-0.03974854102931902 +0.4199723707133012 +1.1000215135233482 +1.500748848439329 +-0.5934399374093458 +-0.04625888576336745 +-1.0928684741424846 +-0.055024093504019156 +-0.5479968781263609 +-0.7637977900834054 +0.08510373994056408 +0.2965174882068107 +-0.7034276373093398 +-0.10665446994507821 +0.328637238053899 +0.23510441420869266 +1.327960597103331 +-1.2287899762347116 +0.1505023279522526 +0.08847922896737548 +0.13865018744191393 +-0.8257462168167358 +-0.6518960091761232 +0.09594947816545651 +-0.3947351176170413 +0.22785739036419805 +0.9070752726886787 +0.8368245155133651 +-0.9304455115192027 +0.7485238584437728 +-0.7409082418239279 +0.5024546362322331 +0.5939248673008977 +-0.13235090789177129 +0.29631511794789034 +0.25174406192623766 +0.30262125478319235 +0.05393362977942351 +-0.4916350375356813 +0.1773604327169891 +0.5816747778628637 +0.05561699017073307 +-0.6718478836986019 +-0.32723347814846093 +-0.03589972230098981 +-1.3419457348955688 +1.0150350112450799 +-0.44813107805155195 +0.19157527451543976 +0.48147875048932565 +-0.3367325894429267 +0.7441832957093193 +-0.309021482444493 +0.9063123221672127 +0.4934651778366277 +1.2872321688332742 +-0.7163658542364943 +-1.0959266422516256 +-0.5042905038494028 +-0.3860360327564165 +-0.3690058745616782 +-0.3386689152430207 +0.7195545607918667 +-1.0873715573363745 +0.7949053971155436 +-0.8639103461213915 +-0.0698070843696228 +-0.3786583768095919 +0.967220398182054 +-0.8632897787190545 +-0.2968945834335619 +-0.3088066617290939 +-0.20205791182031319 +-0.9425370737319838 +0.49593442077500627 +0.5493127786076898 +0.494664718355849 +-0.5640377455825205 +0.84790635621243 +0.8197508753700146 +-0.865982636006843 +-0.35307496668833904 +0.1529754913153556 +-0.6852608295761908 +-0.011081774960300717 +2.104954501483572 +-0.21056227944708938 +-1.1909689941929824 +-0.7444465038125432 +0.24656153629885436 +0.4688377571639384 +0.7662257875137044 +1.0032892839280347 +0.5354725156869513 +-0.6863288695396954 +-0.45314488517533213 +-0.082088487125767 +-0.7775275575588099 +1.2767097419529478 +-0.29478089902980664 +-0.2912241749061226 +1.2148493529447597 +1.2140936842601577 +0.883876180167122 +-0.2807128648034114 +-0.6198422486295907 +-0.29291866992891613 +-0.07446097803772989 +-0.20468512351891444 +0.373977230595839 +-0.1039582648950168 +0.5141862780626848 +0.017935100187053354 +-0.24526786928278788 +-0.6038427138139817 +-0.4428202712373057 +-0.7630198694481942 +0.2099167293250992 +-0.24506688824498402 +0.7019154915249661 +0.40042381239685 +-0.07189295816006558 +-0.13205733895754657 +1.0587634858328725 +0.9517643446616955 +-0.6602736660239472 +-0.6066989094573891 +-0.08613566486871571 +-0.43195174843468154 +-0.7039837514707643 +-0.0036830175272246635 +0.4310729157213544 +0.3874007488020801 +0.4820336742077499 +-0.7491415575150726 +-0.9057903654739645 +0.5238661226438225 +-0.38945989958743277 +-0.39752551057190777 +-1.0554782447087931 +1.0649041239718933 +0.017932994885717868 +0.7802557012227298 +-0.0841237158881718 +-0.6615020361847719 +0.1349891369277696 +-0.3515092182005013 +0.7592676451627138 +0.4879754249155632 +1.3447288697620214 +-0.3435796681627714 +-0.6028294525413787 +0.23269878756313378 +-0.002292296874549127 +1.0994448669417167 +-0.2350673375093968 +0.5231912070784057 +-0.6536726491148563 +-0.4815284609716235 +-1.0884358124780529 +-0.5926933312713505 +-0.7612870574347272 +0.14134718902718235 +-0.24896372645695175 +-0.9719876602739137 +2.0084628423394832 +1.93593395168209 +0.5676863433079187 +-0.06732736088289082 +-0.2024918638746558 +-0.38037463872307775 +0.3383446747422105 +0.8365372041644172 +-0.5652323749174932 +-0.6248876534918342 +-0.5533382291407976 +0.040657357723123067 +1.1347291942484599 +-0.5228462544957106 +0.02834921259417067 +1.0113004908333716 +-0.4892418703266168 +0.9904224609800444 +-0.6112842870242459 +0.4844962886720806 +-0.3029468701535958 +1.4651512423490485 +-0.4885326779383352 +-0.3813018635875729 +-0.0899535753833991 +-1.14712870820245 +0.31500364190088725 +-0.5810957583654348 +1.1843742028205622 +0.19017063154054514 +0.5320984263518342 +0.2571025864435261 +0.20862796606611622 +1.4851895526675825 +0.06446879141668194 +0.08396763358590231 +-0.4137688337030041 +0.04608481636884365 +-0.7845501007166928 +-0.06348907854994246 +0.6292065843985377 +-0.9965159038516802 +-0.29162098080205645 +-0.679338818305776 +-0.6914989872567414 +0.023211107166701606 +0.06485693959298722 +0.347044937424982 +1.0806908699143303 +0.0015414592486853174 +-0.24177782046819352 +-0.4210353575478514 +-0.564583366368498 +0.6137151722106615 +-0.3363268843566487 +-0.46650316911322154 +0.4542690341163449 +0.08517935697095036 +0.27605916383201357 +0.9078038392669678 +-1.0143436769002565 +-0.16625589746709846 +0.17195368411865064 +0.12426065148957322 +-1.4430881117264205 +-0.17151873079615765 +-0.44118058510277036 +0.5685856875819427 +-0.09699658104399789 +1.8204089790153157 +-0.7405259548192868 +-1.3396083087593484 +1.2934997628236469 +-0.4184199861481128 +-0.5899726925963527 +-0.8853915177723504 +-0.723059921375343 +0.86926857508509 +0.5936841338286023 +0.3301908737300344 +-0.28002051908883163 +-0.20497882772261522 +0.6969430241559433 +-1.1928460374184278 +-0.08710689973898056 +1.8893542939120564 +-0.7486574294792812 +0.7562312654554542 +-0.483324275743517 +0.8042895112074266 +0.17037145441161217 +0.33982433069522633 +0.6544955895393203 +0.906280077547958 +-0.717723337389117 +-1.116012509580337 +-0.7483573566537336 +-0.7101860443134855 +0.1728057197480144 +-1.064657241002093 +0.14465398100923244 +1.0025862728443349 +0.23061879689240616 +0.10315983633234116 +-0.8209250304062163 +0.777047345620986 +-0.5277436748283191 +0.46725623399031035 +0.6793036950909996 +-1.4861145708939856 +-0.583245295454893 +-0.5741630096610078 +-1.0444241386341249 +0.9374369790082495 +-0.7409082418239279 +-0.39970264126605004 +1.3017780141129127 +-0.94744478477927 +1.7585008742576613 +-0.6045077801139676 +-0.32073834552526526 +-0.3873050888311065 +0.06311276700576451 +-0.21487675317756905 +1.0352305334502825 +0.5220635568698855 +1.2174004426326543 +-0.0517672462227714 +-0.01710311572465928 +-0.673909511480522 +-1.169052937483524 +-0.23400736531941502 +-0.25156836257003246 +0.23598248247776998 +-0.46896124157186225 +-1.123870721811206 +0.0992714851214942 +-0.10448188131404201 +1.2662632540455099 +-0.5995668665364571 +0.9497151768380572 +-0.2634351095176548 +0.7385032785751418 +0.6062177186150832 +0.32121784240511575 +0.24976624048197005 +-0.6190538582714973 +0.5194506055797998 +-0.5211399529742544 +0.7893074073942634 +-0.7180084777478957 +-0.6237586434232065 +0.9218291971908684 +0.614175472226117 +-0.8792345391309904 +-0.3031349089106019 +0.6308671143696536 +-0.5044836901298122 +-1.1955276855034862 +1.475303839948703 +-0.9230612339909381 +0.29789328014728533 +1.1016661255860267 +-0.1315574665820174 +-0.2961961398187629 +-0.893758549063711 +1.1311554897759684 +0.9935032241545005 +1.3473523048620744 +-0.3212138795255779 +-0.48665867701029786 +0.15311161319710576 +0.13690892299725266 +-0.7796674087252773 +-0.49535074085956143 +-0.37414470043220005 +-0.7128781799243069 +0.5341198423344056 +0.45424315357881984 +-0.9094818358647969 +0.41616892656208226 +-0.2550537349940891 +-0.6708732932396853 +0.9293978590540015 +-0.923273882156036 +0.3521657257355534 +-0.024910470725900247 +0.2960354321111577 +-1.332208365983131 +1.2791029438748664 +1.0344622028613601 +-1.4025436779482123 +-0.22146479001247177 +-0.07158371700615018 +-0.36310953491057685 +1.4322393475167352 +0.48508892067806564 +1.232850957103251 +-0.346086410401794 +-0.9296636692873785 +0.8591454382919504 +0.6232364031465647 +-0.834702605742971 +0.711826883282351 +-0.30591806838276225 +-0.5634123943242018 +0.2501028222009408 +-0.3363268843566487 +0.5975838014741814 +1.3191044651628059 +1.4027996065203205 +1.1814576971006552 +-0.6836440762449087 +-1.0556131863648917 +-0.6055280104480747 +0.6626870309334796 +-1.031873774797424 +1.1837915636843233 +1.3030579572794305 +1.1582331018073317 +0.9299240632795696 +-0.4887686443030188 +0.016704426423293395 +-0.8481281698884182 +0.7034225530486266 +0.40165892002374803 +0.12641447186938026 +0.5813585872862546 +-1.0871044413579347 +-0.5445335266593874 +0.727550848730711 +-0.9216401332430517 +-0.10855962663547869 +0.3199615745837079 +-0.7758290109558632 +-0.7756154929907018 +-0.21228067350364865 +0.3148669476263981 +-0.1465666638855807 +0.6832028531989949 +0.043072109529900704 +-0.181547915658268 +0.7204100857039495 +0.7929127301869687 +-0.9706957946329351 +0.8055529084271256 +0.748668552984898 +-0.5598972250866914 +-0.39352260360946456 +1.0080226671098427 +0.25558851151358464 +-1.2144569138110972 +0.06435698796467149 +0.8097932511426934 +1.2773474143782995 +0.31650345299686156 +0.9799188366845787 +-1.0716954513915495 +-0.06856195659037367 +0.9620718775979378 +0.7967635911285 +0.5967358236024525 +-0.4232444379209581 +-0.13268398428923467 +0.1090074813929699 +0.9187122241816496 +1.3250286349397775 +-0.41755960561657 +-1.464357623831388 +0.9636229210558834 +0.2103606327055818 +1.2703778690167706 +1.3665245125220995 +-0.4176094935356187 +-0.11246758523127931 +-0.1195490004961477 +1.5406365477811594 +-0.24907340698824498 +-0.8168210603296018 +-0.4045965008133172 +0.08517619551022082 +-0.5454919390697521 +1.2447088797082675 +-0.04116322156713759 +-0.9219039332290007 +-0.6649246820515986 +-0.17827257012365494 +-0.9633187340555405 +0.4738650476812818 +1.056272894059209 +-0.6954107117115758 +-0.6689920185013583 +0.18147074210092917 +-0.41939926453920773 +-0.27192074119809173 +0.5142954204782737 +0.8604693905507665 +-0.15629330073897485 +-1.3251569723077576 +-0.7835417621793492 +-0.4166745811911947 +-0.5845608289366302 +-0.33418982252633445 +-1.0565151005096873 +-0.066432099640934 +-0.46056932403200124 +-0.38594352998527515 +0.8086584102626317 +0.30332248005266504 +-0.8922168285755219 +1.0053225973515123 +1.6744931535461016 +-0.8842387590961442 +0.7963434089819095 +0.13443092135125523 +-0.33164018924247873 +1.369167992840656 +-0.24048486990140683 +-0.22456433987318092 +-0.788902770047128 +-0.17797536355280474 +-1.0693206082592717 +0.17910977449447918 +0.25205919257873965 +-0.43080690552010603 +-0.188718351974152 +-0.4798022388844039 +-0.2296449362275763 +-1.2209381081787503 +-0.6498817910799497 +-0.023119069942818093 +-0.20102678480663538 +0.38553788822278 +-0.8659054339278807 +-0.604135009030963 +-0.2954531577535682 +-0.49039598848416843 +-0.5473880496043235 +0.16779650888212339 +0.31961377538263047 +-0.602560455518852 +-0.5868898823745938 +-0.5242554893357412 +0.2651574562506649 +0.5144739150805606 +-0.48359101708479146 +0.04141998434556826 +-0.7405186681342386 +-0.6028294525413787 +-1.2448368878584337 +-0.9638916534948541 +1.938505682926021 +0.37208625648287785 +0.2215084297742418 +-0.298210841558199 +-0.8331714739928295 +0.8986360857720527 +-0.6729613679729818 +0.7107046470630983 +-0.2379154395628309 +0.9463842611941894 +0.6288930010953366 +-0.025272715230426623 +0.539662288713712 +-1.113168979105998 +-0.7363838587687359 +-0.21735850349054786 +0.8365488098200529 +-0.12773170833154768 +1.4387723043586478 +0.8332730839768867 +0.03740916499764824 +1.2774159834688936 +-0.5369082566267578 +0.09148769452028893 +-1.0419680683901738 +0.2604475364533083 +-0.12587541220120402 +0.27662469616616914 +-0.8861616576064506 +0.4424877859892371 +-0.011444201537657461 +-0.8311097658065061 +-0.7777739413802724 +-0.027084144644135222 +0.4022200664317448 +-1.1110204167506872 +-0.4593769775494194 +0.2638399993559133 +-0.1042175612293923 +-0.6122458010902827 +0.9929882883218443 +0.8375533400309474 +0.2538355096986985 +-0.7203918005727972 +-1.0150870927483986 +-0.5899726925963527 +-0.4798636060754864 +-0.72704405392727 +0.20506401507596217 +-0.0224738841395542 +-0.3273478586962073 +1.1607888740977172 +-0.35222680117925065 +0.7666419770423498 +0.1109208737492613 +0.20502862172224146 +-0.2675000828990095 +0.8698435592661814 +-1.5152285609325702 +1.250977559778834 +-0.2528320277163245 +1.444165936363585 +0.24129006704621525 +1.2319671910662278 +0.22324414707160845 +0.130968420650859 +0.6049749144484708 +0.27655062508169403 +1.4868874575671112 +-0.8607183883580258 +0.6910383738167558 +-0.30639540665960574 +0.07899750336610079 +1.2194508728609716 +-0.1645361121199176 +0.14468395205924256 +-0.6182476252518232 +0.49987343750454816 +0.19744198970858373 +-0.21482060066317388 +-0.4466936618185733 +0.19285317811198077 +0.7679075075733861 +0.4715026191935332 +1.1973731473800049 +-0.7100332561166118 +0.24012414706933116 +-0.07301585665480337 +-0.22965334406868942 +-0.7649029871524491 +-0.0573399346219694 +-0.2953515689350803 +-0.502209419153206 +0.8169794700882045 +-0.7737393898334268 +-0.42751603469806 +-0.7105078427101126 +0.6437858156367602 +-0.02222765896587897 +-0.05951187583940909 +0.683928843285202 +-0.9789969506218354 +-0.903720060933547 +0.2873498948216615 +0.38894239994235713 +-0.05211745795175737 +-0.20468512351891444 +1.0765647921515729 +0.3025478160549633 +0.8370804651223271 +-0.11361809396177147 +0.43410551705464506 +-0.9567728878652506 +-0.11833415503394029 +-0.10855962663547869 +0.8564941612436286 +-0.18462485532849993 +-1.5962389452692638 +0.9771711825519722 +-0.641294747608208 +0.5068419710544767 +0.23039646619133336 +-0.05852144179269314 +-0.19689244938198502 +-0.66023598759597 +0.04645658997155766 +-0.6602093232687594 +0.2266915583824809 +-1.297655388264248 +-0.04102481361736965 +1.1724276702583412 +-0.37596660150475536 +1.1643835176663275 +1.2005306399564253 +-0.9133711652693415 +1.2412919980383397 +-0.47914718648979227 +-0.5916784962963484 +0.27887926247170924 +0.3199623641451774 +-0.5209464082524002 +0.9094642728159743 +-1.0459349972939176 +-0.39877541107252856 +0.0706036088308557 +1.5344185243293376 +-0.4388044388743926 +-0.9413897606013366 +-1.1700674020481445 +-0.7696526854660652 +-0.43361570238632563 +-0.8609616648938823 +-0.9013148554500567 +0.8622006766469363 +0.8281418574736615 +0.46567381119091245 +-0.08525261230327441 +-0.5261227435661988 +-0.7610240416015188 +0.7987931510212011 +-1.1799370996211613 +0.046756611905165446 +0.29952850316856194 +0.32368112272322014 +-0.03402769141458939 +-0.026701626863332883 +0.8556082803406665 +-0.1071681486349676 +0.13832774042595397 +-0.4591459150337496 +1.711363173621328 +0.04239915439622721 +-0.1593070061343922 +0.5072835358493903 +-0.742778585924573 +-0.502209419153206 +-0.11806318335727206 +-0.9441612816558993 +0.12833456091423645 +-1.3656407210608004 +-0.5256986235416279 +1.0073597934956038 +0.06549179621970835 +0.4265031212155994 +-0.679338818305776 +0.6587897220285772 +0.7879272703173543 +1.407642449528546 +-0.2021370721380693 +-0.4467943858330141 +-0.10855962663547869 +-0.72704405392727 +0.9208027516730346 +0.4361666367965583 +-0.9254396724295397 +0.2075011019372066 +-0.7442924656612853 +-0.23496121279143445 +-0.25752505183576546 +0.7613605555299237 +-0.5478301605253308 +0.7435395908302099 +1.0416698079333702 +-0.11011161366124878 +1.096111730098147 +-0.10202440147448777 +-0.33531287227623174 +0.0599665812627046 +1.0539147425650288 +-0.8212298816381942 +0.16097731658749748 +-0.07991168962295525 +0.33100922809843825 +0.9244302103541633 +-0.10448188131404201 +0.5551839234690024 +-0.16141888081186018 +1.2187930454609177 +1.4377840733199097 +-0.6637835895571018 +1.9458755088726645 +0.3104184562007808 +-0.6954107117115758 +-1.6262880466915108 +-0.24012492384727846 +-0.7567885379327794 +-0.09740794703877032 +-0.8146784625253991 +0.8858373366442625 +0.41287912677335625 +0.5850947218234899 +-1.1978175095797923 +0.6735891208465641 +-0.29162098080205645 +0.21750445947601016 +-8.14500908404403E-4 +-0.8042680547552767 +-0.771729466894894 +-1.28296828967998 +-0.27211204247446186 +-0.5988159592579345 +-1.4487385450110737 +-1.6002066636687768 +-0.7595747933854442 +-0.19590070487870626 +0.3949258469085234 +-0.40179852287062934 +1.139127158501524 +0.6906099498821355 +1.1070602129898324 +-0.7360529825056983 +-0.40469059530443907 +-0.1839567801612727 +0.8037177442220261 +0.9179448884894122 +0.8042802464775696 +0.6271501552503438 +-0.16785768744606822 +-0.8019035061023718 +-0.0024780555813068705 +-0.2379154395628309 +-0.43540609776317174 +0.5915996538857659 +0.41016131905268793 +0.1730194660657789 +-0.2992904617580321 +1.1379649603595816 +-0.387092765576992 +0.6361808948904664 +-0.6945721388559636 +0.06333873935454992 +-0.6346942009475187 +-0.43540609776317174 +-0.45182754965795446 +0.19462984907492764 +0.35581301173590685 +-0.1970754335813063 +-0.6121745555998068 +-0.3249653123914509 +0.24468369851892713 +0.20668489264870038 +-0.9313475538958644 +0.018842637801024686 +0.666083123435385 +-0.1603365527020073 +0.7156478256150565 +0.26068983487383934 +-0.05872173721240426 +-0.17231402615140268 +-0.12873618286966537 +0.6047443403218231 +1.5229487137057873 +-0.6458631492780906 +0.026189402574916087 +0.16717301221058767 +-0.37936437407748014 +-0.4706181639512761 +-0.600287306920583 +1.203816656342406 +-0.8242807096289602 +-0.26739190412309766 +-0.7580546432368438 +1.2142899680636032 +0.042168751844357866 +-0.8332743995842258 +-0.006314376134402444 +0.2443281461695752 +0.3264172540547454 +0.3835455429047482 +0.003496024464583858 +-0.09467292645700076 +-0.8476470034307857 +-0.1609431874163998 +0.26107656199582996 +0.8371042947431682 +0.317257130662725 +-0.7913891273228284 +0.1985642350177772 +-0.5042905038494028 +-0.2516741781558358 +0.2357956671905581 +-0.40078771745144026 +-0.8061804370044832 +0.07090731023910579 +-0.5237906701073729 +0.35793606486165763 +0.4245765690875105 +-0.3242261438696088 +-0.3896025649210535 +1.0064006336732574 +-0.17853045519265942 +0.5141680747994333 +-0.17961243649496095 +0.32576811069756983 +-0.08678934166902552 +0.19753607304451726 +0.7097012770527229 +-0.40700701419263785 +-0.7962309756391508 +-0.5967992742061121 +0.7450565834333338 +-0.13464379935033977 +0.47048783162381924 +-1.1960339378302338 +-0.12285570341534657 +0.751233258261488 +-0.550727275434203 +-1.1958422306553609 +0.058648609989320644 +1.1996127407618327 +0.1202623616910391 +0.46932693488680566 +-0.6109260495924707 +-0.5663271005103443 +0.286921303262738 +-1.003297097240671 +-0.29359691451161396 +-0.33043450815869657 +-1.0302415742715105 +0.10027309023395115 +0.14379365292435442 +0.06347024504281307 +-0.7902849358314603 +-0.3254270458160957 +0.1603569210098842 +-0.14492244983301905 +0.9597735484362895 +-0.6791607764556131 +-0.7042831454914125 +0.45363071355775864 +-0.0695755761443011 +-0.2143692638759136 +0.42055133140831935 +-0.7441994516951684 +1.0922410684700683 +0.510267240199294 +1.0467545793136728 +-0.03477203771036885 +0.30964456117967776 +-0.23132558743614506 +-0.8569445703603216 +-0.2102343827434381 +-0.6557142874722457 +0.745432505806953 +0.08696426944907643 +-0.007521581532607957 +-0.4187613315414853 +-0.9003057411743844 +0.37172672086295466 +-0.8965337434167364 +-0.29162098080205645 +-0.9307814932504492 +-0.28458838412217835 +0.7005690113616696 +1.4471148000043228 +0.6375430291284598 +0.8991029431976989 +-0.26251651665642006 +0.3929062287872902 +0.2436960593132942 +-0.6237586434232065 +0.905304677265977 +0.8486917596618658 +-0.3443203492410436 +0.1923378447560401 +0.1363565729742262 +0.21012201363823968 +0.7862649549102856 +0.4727954533423573 +1.3304906312933782 +-0.7758769883221768 +-0.4962805881035972 +-0.2336710492464622 +0.19747897223425537 +0.06108132071049832 +-0.505495968007919 +-0.4572174001935354 +0.5068419710544767 +0.5805718565024514 +0.47843041040606105 +-0.5362393395203129 +0.03141766809648994 +-0.8948270420907971 +0.01231026706824423 +-0.042813444702748615 +-0.3435796681627714 +0.3935995590837036 +-0.3913953825524916 +0.22138759674366515 +0.518971018539764 +-0.7038772693339759 +0.6559255916012348 +-0.3347364384579756 +-0.5233111249069853 +-0.887700574827647 +-0.36870502105958836 +0.40077241346528947 +0.029815375783513343 +-0.8052827902079323 +-1.0548306530455047 +1.9977549565160868 +-0.9810883687826726 +-0.4000115106368636 +-0.09149693917540969 +-1.0598375510370683 +0.19279523525721876 +0.2347371475783484 +1.560957033627673 +1.0893919612424834 +0.30028933972200356 +-0.09015568299281407 +0.504166195581811 +0.619054172043578 +-0.49390481381124895 +-0.1202899880563233 +1.4809863572100141 +0.08788069756393979 +-0.3435646660783991 +-0.023713267811605654 +-0.406737355110419 +0.8050448980025975 +-0.7815547530741165 +2.6831787711036448 +-0.4783324246827654 +-0.44643231004344974 +0.020996992422986693 +0.17144620360951102 +0.23559430439378692 +0.5594612105240948 +-0.819250571214174 +0.451484912580586 +0.26289021773473475 +0.6684801330050654 +-0.5699563753114449 +-0.47442179116373406 +0.31938857750223737 +0.04997574361436419 +0.33986786030323746 +-0.2647187161491982 +-0.2289838012005272 +-0.48236881720002844 +0.1484580149736483 +-1.3339374768088867 +0.7938115276364235 +0.8893197932337998 +-0.893758549063711 +-0.3017295554963517 +0.7538158855050159 +-0.32783817191106257 +0.8278141238362284 +-0.5691265201857489 +-0.2336710492464622 +-0.6077436048802058 +0.9693647867257061 +1.5821309407074606 +0.875438507808451 +0.10215449685861433 +0.4956390290360235 +-0.14731513095301096 +0.2847237257267594 +-1.0678728627771843 +0.33531415659251107 +-0.971599313197721 +-0.4545754746981552 +0.28695860948291985 +2.4250331056077927 +-0.34181753368269807 +0.12023631637505172 +0.44437787589975186 +-0.02329189538215415 +6.885712951456568E-4 +-0.4388044388743926 +-0.30047279380810576 +-0.13340860723359182 +0.5759424831041786 +-0.44582456904645573 +0.855129696193734 +-0.12254547949159322 +-0.9488440111840224 +-0.29524872373795974 +0.32645060321131947 +0.16364325272971092 +-0.45342607741096175 +-0.6730761866484198 +-0.8120513469427393 +0.7735189323132601 +-0.29524872373795974 +-0.4799651529215023 +1.06224327841488 +0.13468607650506792 +-1.1838470792688933 +-0.13225557410633226 +-0.8852886323182521 +-0.5976932951472158 +0.5836548569920079 +-0.16800082834039198 +1.1814422589126288 +1.1139330965723488 +-0.6230191053441323 +-0.1492348946612232 +-0.7469659532172594 +-0.01664996133101493 +0.5139251651374229 +-0.48727932178000777 +0.07215258233423849 +-0.40238778341235126 +0.40871775121954523 +0.6920812565782258 +-1.0439391637606201 +0.3423281812014256 +-0.43866889007954457 +1.1178565903686621 +-0.17274943361641215 +-0.5503869526186069 +-0.4408405051176203 +-0.24177782046819352 +1.3553531045968705 +-0.2318166007618334 +-0.9329638578646873 +-0.8459783842171664 +0.47380635038057006 +-0.6035527765467767 +1.0275178580673856 +-0.3015637269204676 +0.009420107820392598 +-1.0519631710933783 +1.0357828341320257 +0.06604200256522497 +0.15107089538802887 +-0.2486804745408353 +0.46865678951257694 +-0.6177855001697079 +1.111409520058629 +0.5169508836028454 +-0.5579695756923226 +-0.4874095912035725 +-0.6669551608153463 +-0.7054887449062173 +-0.1398197588304919 +-0.42425932905889097 +1.1263074938165458 +-0.11417633530484794 +0.4903194800745243 +-0.8577430859814306 +0.9186879947932018 +-0.5261227435661988 +0.480138458025853 +0.3247870540175153 +-1.537080804902625 +0.19733377728567048 +0.6222383276600816 +-0.6424210978570448 +1.1217301445151673 +1.3068566083837614 +-0.2838965709803032 +1.0740117997080707 +0.4284717571681649 +-0.3066308029005682 +-0.9971520912569423 +1.4284269952365611 +-0.5740294846103047 +-0.39970264126605004 +0.4546532691014 +-0.11552333858431352 +-0.7724042362571351 +0.4234374135305956 +1.0682362172301831 +-0.7809950287046603 +-0.14092739937883714 +0.05735235690813001 +-0.66023598759597 +-0.10983633507616708 +0.15092128590027376 +1.1287584221499014 +-0.9878069987368341 +0.15616463132838088 +0.9406129663475735 +0.7902573188413422 +0.09436037789606089 +0.36307662748003866 +0.6214149939302059 +-0.16629353186228713 +-0.10137105112834144 +0.790437182336917 +1.149934124290751 +-0.10901933672742525 +-0.011444169805753912 +-0.7141460044967127 +0.016021131885834095 +-0.383138653724858 +-1.147733840862895 +0.14948196969679306 +-0.1768482174912105 +-0.5864593981231474 +1.8401112351229183 +0.05782599158887791 +0.8575727262297509 +1.2805661709932783 +-0.9129720490933773 +-0.7468762314576929 +-0.7696526854660652 +-0.5311547735816906 +0.21271983714208553 +-0.2657203028454256 +1.1678389382733678 +-0.3195042747017802 +0.03761722669450829 +1.2449631127734282 +-0.5208855163760804 +-0.22905888739643254 +-0.06352927171598344 +-1.1357022565121984 +0.785993720825287 +0.5150121582931457 +-0.0902762945353146 +-0.41923378164850833 +-0.4011516988627297 +-0.9567728878652506 +0.0922849681676724 +-1.5307645903825025 +0.7537095255132318 +0.792750739480394 +-0.018065745809051625 +-0.6497490922941829 +-0.2852713144608514 +-0.22965334406868942 +-0.6761865757632828 +0.09523995054780376 +0.5865620414357211 +0.4130706836508402 +-0.4750878914228214 +-0.2979709353168236 +0.921486036465966 +0.39992064081576895 +-0.6255977735589631 +-0.2261569126668619 +0.5271215740375461 +-0.6721102126162088 +-0.7978131504535586 +0.40867352260258816 +0.6844956576079376 +-0.1552520433033986 +1.51634157899938 +1.152596383321124 +-0.31150442778387166 +0.7961136821098362 +-0.1731341814124303 +-0.6633674201868125 +-0.6346942009475187 +-0.8570143608676659 +0.7929547692511301 +-0.8122701046299139 +-0.6084207313796419 +-1.1774816297240749 +0.800557228643608 +-0.11239859122497853 +1.5920066892454134 +0.15635495801053045 +1.0501017232177574 +-0.17352448250035302 +1.7497087010820418 +1.303751879440623 +0.49281044477602065 +0.10632270368378938 +0.6149802942427927 +0.2944691558138408 +0.19792028234378578 +0.3476074580262891 +-0.12121801812836663 +0.9414451371501448 +-0.5420300613996298 +-0.7047484899332033 +1.682767405667575 +-0.41726528441967625 +-0.2048285941079353 +0.7822008834357834 +0.12075083584114488 +0.3920104518749127 +-0.8412988483160055 +-0.6034539600410469 +0.1090074813929699 +0.43809416462762785 +-0.21709739298354425 +-0.24713025964040458 +-0.8447656903273957 +0.401360083852088 +-0.594391669158411 +-0.72704405392727 +1.1308352623978384 +0.26381569093707635 +0.8525655027591348 +-0.15775791515322268 +0.26289021773473475 +0.7020210160606075 +-0.8948270420907971 +0.3311267680157397 +0.40305675732438373 +0.13897730332343783 +-0.0016439934415033441 +0.25798382632573025 +-0.9116004380087048 +-0.31789188852646677 +0.1503704653754654 +-0.5899726925963527 +0.8819653717696376 +-0.4452784168471424 +-0.5454455519262909 +-1.005651474300112 +0.17820354298593832 +-0.4378216294413373 +-0.28641962315062375 +-0.600287306920583 +-0.5741630096610078 +-0.2643928755928411 +-1.6692749549997412 +1.0711005242769454 +0.19257635515908245 +1.8874844109406888 +0.5865863114299424 +-0.35882950127696733 +-0.647554841723984 +0.15868216706731242 +-0.8971490770008461 +-0.7613258682804642 +-0.25727812566992037 +0.9820226221963905 +0.8581170914034112 +-0.519615714142974 +0.9427281794049522 +0.7939291322211597 +-0.13424934747559014 +1.6999323834945939 +-0.20310915486451542 +-0.6542054065677596 +-0.36005764707700294 +0.22887807256453696 +0.48627360556704136 +0.4967301030941509 +1.0679326818874517 +-0.556527232927192 +-0.35174443194552585 +0.0487909255970882 +-0.4712454451471162 +0.7041770166208263 +0.8348920081701867 +0.4849605081567515 +0.5681036865491851 +-0.4538032450276992 +-0.1587824264890063 +-0.4216107386951289 +1.1977478986141816 +-0.435497809484537 +1.023354737206059 +0.21630789953874874 +1.0580607205980421 +0.4404833178731007 +0.8950271695026502 +-0.9607516785534371 +-0.9356492712227467 +0.3227339210968342 +-0.26948068614729936 +-0.5302448660362427 +-0.4066604521733803 +-0.6473048966096042 +0.46650955793643045 +-0.4504163435185824 +1.1322160576564322 +0.2972037626897328 +-0.8122286583307221 +-0.7924009507084591 +-0.2516265664208639 +-0.1262832920062369 +0.5575935071118854 +-1.2720167351001743 +0.8227728788696755 +-0.8506531658069996 +-0.43728507876973 +-0.9906222986740167 +-0.7896477313605805 +0.2866176171963122 +-0.7605486317468306 +-0.33513412033229084 +-0.7063937420955209 +-0.007943212091861218 +1.803689586726523 +0.8174565654461512 +-0.5459140687306574 +0.5228166390287479 +-0.49117849827318816 +-0.5530214121845631 +-0.3075714846256399 +0.8856300864994731 +-0.9600530810953685 +0.2793785615380826 +-0.05086472714524248 +-0.29162098080205645 +1.532156507420183 +-0.7791775146194762 +0.7650191507092947 +0.22525172585616393 +0.4523468922299725 +0.998990456032886 +-1.0190864958480805 +-1.3630835422974323 +0.11000003307622497 +2.0886770290482755 +-0.572236203647476 +-0.6121745555998068 +0.7318258847146966 +0.6175560852105406 +-0.3478914736974541 +0.05834879141674887 +0.8860636601499317 +0.46908456268764787 +1.2663907464676196 +-0.6014344814926371 +-1.1079221944017323 +-0.4018212900864149 +0.5393306726752751 +0.12434198401429075 +-0.9572369960061713 +-0.667176695471585 +-0.32292592229252626 +2.0848358301362255 +0.5153356824068289 +-0.587136864732847 +-0.7684145313756128 +0.26224238650914156 +-0.29500481730483585 +0.04957750994475418 +-0.4016991286943852 +-0.34997854058263456 +-0.7034276373093398 +0.7378366744129735 +-0.48934081370536053 +0.4549420796636636 +0.08561553786813747 +0.3814236398179629 +-0.3587928608325166 +-0.4356540930166861 +0.8835383181014367 +0.3506780334281159 +1.282712946014842 +-0.46207667738743474 +0.15128105092651856 +0.6745760245488037 +-0.16997730997994154 +-0.28231923344736476 +0.755509480212236 +-0.23576627649772153 +0.24976624048197005 +0.1589848628780377 +-0.2575003533836182 +-0.7899144247370935 +-0.07195352998040638 +0.09872016887456969 +-1.0214047784657057 +-0.4320658643655908 +-0.8230957099573291 +0.4544404248117566 +0.17248271407543792 +0.6585264856506763 +-0.5927714531279873 +0.61657193115121 +-0.8877659591476199 +-0.8543926134451385 +0.4262818437979784 +-0.4375536184314681 +0.2920053435074329 +-0.05392719800980306 +-1.1958422306553609 +0.0022924878350321087 +-0.4605091251596538 +-0.027287862825138065 +-0.9213919775323953 +0.17807149767934072 +-0.02378346785292962 +-0.5448162240275987 +0.7152643443443576 +0.5346870420264782 +0.7176609212331464 +-0.4395363473523042 +-0.4723943387598015 +-0.7086921368507255 +-0.9080335608927221 +-0.20838812953708108 +-0.00985399347970728 +-0.3097401228953218 +-0.6017350715073211 +-0.09813622270052624 +0.7667937630015454 +0.1672399221068286 +1.2038208567277744 +1.241923189551237 +-0.7696526854660652 +-0.402121443863128 +0.5194026421090419 +0.022834715005717765 +-1.1626272767754937 +0.5668046582915669 +0.7405283310449342 +0.5751373423720276 +-1.3429092915328908 +-0.5034926881329285 +0.13646950405006097 +0.2217655038210371 +-0.1343156579153868 +-0.22790204224245159 +0.5307897772431653 +-1.0045879959994104 +0.4463261672447846 +-0.15350308149260616 +-0.5199651709160484 +0.6124354070728548 +-0.6006078912218165 +-0.7791614338154784 +-0.10154914168657947 +1.11947570165485 +-0.3530575102832665 +-0.4550225272946402 +-0.10448188131404201 +1.4718188914310817 +-0.5821081991626229 +-0.903720060933547 +-0.6569143193034661 +-0.8628544018517201 +0.7978464787012218 +-0.2892311981264193 +-0.7345593164999114 +0.7154625650033493 +0.6160076254927147 +-0.00418228899899864 +0.4490357269011197 +1.9321442634929535 +0.47904873665779857 +0.5258087499551118 +0.3197501481288594 +-0.8866073837758743 +-0.29414293879169806 +-0.12083775855574008 +-0.5525210793734283 +0.2891721394547915 +-0.9733965789339076 +-0.744016092396788 +-0.02199883935542668 +0.03390045891706994 +0.2366919116791426 +0.2178400898763353 +0.3070851877188827 +1.8122213842104342 +-0.3763836202700048 +-1.4705267839985021 +0.3904137240754595 +-0.8397733297832508 +-0.8887930953864429 +1.7604007621176945 +0.06213425519032345 +-0.3457960134874898 +1.358593857872691 +-1.017656410822049 +0.19643524468336215 +-0.16812026726526197 +0.2835124767682371 +0.7418193484878977 +-0.502209419153206 +-0.5950894910367914 +-0.44880514888629963 +-0.34542010229756936 +1.3080932070674662 +0.9473632880772321 +0.15214089472658288 +-1.3159991058148748 +1.0292383817651498 +-0.048316216852228866 +-0.2215491445146005 +-0.8786475843617603 +0.18263702019754557 +0.05561699017073307 +-0.3435646660783991 +-0.007521581532607957 +-0.2950848333228162 +-0.5632254302419621 +-1.2390785652442746 +0.9951664550670657 +0.17808701183068587 +1.229601440400558 +-0.7330273142524744 +0.9213035933937076 +-0.7455910990905246 +0.4109944655738492 +0.43058070899361467 +0.061546963706844426 +-0.107753885095766 +-0.21472641002694748 +-0.10573995959144078 +1.199771103387031 +0.11170013014094637 +-0.3480758137185458 +-0.5424739753507022 +-0.4722645107486678 +0.10731591804540641 +0.5797896119532888 +1.309922147466734 +-0.1567866034194445 +-0.1645361121199176 +-0.6609013457576078 +1.1443669036182913 +-0.2822395784203131 +-0.0021287045996838394 +2.206738036714665 +0.03529106599618048 +0.9500423218107565 +-0.5800283512267879 +0.4750475477242786 +-0.27710207017720845 +-0.5500960968745892 +0.052030486725006764 +0.6358862914712895 +0.959480115384647 +0.5090904947385579 +0.5802469931834235 +0.3554001001833754 +0.5459073041464588 +-0.5111761278857019 +-1.4540738093065144 +-0.7696526854660652 +-0.06764743974200282 +1.6021521756768204 +-0.29414293879169806 +0.631055802124224 +-0.7642427950709847 +0.7851639899469584 +-0.3363268843566487 +-0.4026139704512022 +0.7167950340277764 +0.8782826248552444 +-0.26016133953700993 +-0.013245412290265435 +0.18775783824321268 +-0.8934778436414237 +0.7507079735654305 +-0.25835027154411216 +0.5492459692651646 +0.15913929555872852 +-0.5035959519536302 +0.23037247881492795 +0.9185226931111564 +0.0616845985492982 +0.48694342705501925 +1.1349529330726718 +0.08099040673389568 +1.14373229735808 +-0.5068102398394141 +-0.48359101708479146 +0.364377783347843 +-0.4395363473523042 +0.8859590107187071 +0.23869931145212075 +-0.004427450113908549 +0.8711353173137186 +0.04158461753351106 +-1.0043463745620596 +-0.4499302679772126 +0.6933453323286352 +-0.42804247972590703 +-1.382213273525379 +1.3356841097462893 +0.9920942481331774 +-0.5708973658598286 +0.42527685362281 +0.7796318602352961 +0.3481561892762408 +-0.3258752173471724 +-0.4588255067743876 +-0.3212304968255324 +0.22630442390705352 +-0.7657429260004736 +-0.30899481964818243 +-0.08613566486871571 +-0.7409082418239279 +0.08656272123232212 +-1.358929539705012 +-0.6101752921123043 +0.15376201545862211 +2.2947190094596515 +-0.33600107611419583 +0.19861249190875063 +-1.3538944587159394 +2.1378929058804297 +-0.19096226597197363 +0.7618353851932398 +-0.5593454050846802 +-0.17621826076417424 +-0.5738717195156597 +-0.8337518665750765 +-1.464357623831388 +-0.015035357638693236 +0.8988199203608844 +0.3223267788619235 +-0.39346471315491804 +-0.2941775999733087 +0.18681173740709855 +-0.017847357889014592 +0.6338805371778125 +0.8495739465903877 +-0.11820999533130427 +-0.37095014558033057 +0.6757746021256184 +-0.48942188081255966 +0.3895640467325491 +-0.5323230434827324 +-0.684056446024718 +0.20986456761763117 +0.5805718565024514 +0.20090426146533757 +0.3808009026577357 +-0.0629741196668252 +0.2987241767612765 +-0.21430454529204845 +0.5865362309024373 +-0.027094238729153286 +0.11785690667435644 +0.5652265040551508 +0.09169203523108704 +-0.7148414386486861 +0.06494459587388768 +0.5150121582931457 +0.9079351453051074 +0.9634534464794623 +0.6543761789463689 +0.43789622104130577 +-0.17748928917906648 +0.9302122619869828 +-0.40147378622340124 +-0.4799651529215023 +0.5989022301291214 +-0.8129458495428752 +1.3695031099904196 +0.08788069756393979 +-0.789370000482813 +0.25385906937883784 +0.3684914402075481 +0.2412377832048902 +1.5028849566386444 +0.39011257503838637 +-0.35994654767130707 +-0.8852886323182521 +-0.7192059368667025 +1.227783402210116 +-0.9282119924345571 +-0.04200248598269907 +-0.7582550881935208 +0.24488638890589054 +0.05338192085936955 +-0.4238059135785004 +-0.9370512643803202 +1.703026777753843 +0.5088889535608409 +0.7197367638422186 +-0.023600132228071224 +-0.3360860869163025 +-0.348671159386456 +-0.004625871161574979 +0.282929286423218 +-0.36691896066514973 +-0.1993455147174421 +-0.1958789250976567 +0.3158264523712948 +-0.8907063856646622 +-0.46936349766032426 +-0.4026197019167346 +-0.5588521743724351 +0.29980804161986985 +0.4714490833839674 +-0.31604166545362467 +-0.7956085500829202 +1.204836687725268 +-0.4926236228264389 +0.9882885981224042 +-0.25807877955846337 +0.31761147782509425 +1.1103661177568394 +0.24729324370766426 +0.48246629689914156 +0.24056215597090902 +-0.11487514488899953 +-0.5315209624010007 +-0.09209540495793367 +1.6503235585154323 +-0.8979425316141141 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_DUAL_bias_-1 b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_DUAL_bias_-1 new file mode 100644 index 0000000..5f0cd86 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_DUAL_bias_-1 @@ -0,0 +1,2175 @@ +-0.31654981000365723 +-1.869064653206767 +0.9475643667997359 +-0.6243921504022468 +-0.7661768366239881 +1.6695256034786314 +-1.0521153903699565 +-0.5747658890653832 +-1.1118272070436546 +0.48721093564422974 +1.4932171985040852 +-1.4468901498714002 +-0.4352617484941026 +-0.5757742452205667 +-1.037913372006755 +-1.0659428488047025 +-0.5547338132634332 +-0.4496589798134459 +-0.6858215109235015 +-0.48397710910320135 +-0.9657507002846439 +-0.2739135985178087 +-0.2261393006792582 +1.458578554465696 +0.08516143923947245 +-0.97535056626881 +-0.7201632452917904 +0.9878735978831713 +-1.111362065369282 +-1.2023343621868354 +-0.6143832595276428 +0.7231316655912442 +-0.8929417234452319 +0.5021607312116644 +2.0082632439492527 +1.2230009609303902 +2.274476212711323 +-0.8894912661502162 +-0.5552159553526099 +-0.6336929969526317 +1.4568498091171604 +-0.5156110853922036 +-0.855473205841817 +0.8682181187577979 +-0.41693002864089823 +0.9700167030149547 +1.8581305681080325 +0.38241475272201275 +0.39377669048492886 +0.28804892037924473 +1.0994850863863965 +-0.8030086053962124 +0.8193476845575933 +0.22362225076405404 +-0.393837945947515 +0.6366175678322786 +0.6978026070405221 +-0.7062716092772743 +1.3796485333919335 +-1.435488495406885 +1.3290306841284147 +0.8313067307311768 +-0.7959404519345104 +-0.484499272716872 +1.2709541333234706 +-0.06917216046714791 +0.9019045060959587 +-1.1279019269056663 +2.3469346888549936 +-1.4061821112341943 +0.039859045210696394 +-1.0065322334300093 +0.8528879932158616 +-0.005546058460859565 +-0.3013756916065462 +0.3207589160170772 +0.38171075770921137 +-0.4146907678188628 +1.0826374796683245 +0.36507268202347043 +0.25335740680635793 +-0.43406186250047485 +-1.123872950595355 +-0.6336929969526317 +-0.6028586162847935 +0.8257718703243182 +0.13643512812941466 +0.12232243722725848 +-1.3702824543712533 +0.7620357408840573 +-0.7379881057806705 +0.06349388625730609 +1.1061884985344788 +-0.2707487297599628 +-1.0916386783298129 +-0.2608337231579675 +0.7986799382119291 +0.9397193706829563 +2.2188931240535403 +0.6847110497358253 +0.8425040417282538 +-0.1323255815144791 +-0.12721302512857474 +-0.7013223384582703 +-0.9549562144633407 +-1.8988399722054259 +1.2650718445463316 +1.1812771401735394 +1.2812158966406861 +-0.012028870895977178 +-1.4595148800321152 +-0.7978781324079235 +0.6303954126930829 +-0.40809981536204093 +0.018243585411049132 +0.4683454777732666 +-0.14756214066135767 +-0.41633758441189544 +-1.3939353980903422 +-0.25350324521389406 +1.2359353660231152 +1.0694567042145564 +-0.6076490429061884 +-1.1645959531841836 +-0.97535056626881 +-0.8491411598800724 +-0.8194976818934299 +0.40191643692386614 +1.471857311089581 +-0.5562164839212352 +-0.32886384015514725 +2.0466487955625707 +1.4223876275601337 +0.6274909627191285 +-0.9442202439195992 +2.011013171345306 +-1.6785588487571041 +1.2762116616065124 +-0.6008970350022829 +-0.2709551054296339 +2.5648606458143894 +-0.1524921651100088 +-0.14188658580267155 +-0.032050957976111336 +-0.6832424810126583 +1.0432326845153308 +0.34107690635179877 +0.4541038376820861 +-0.8166561440910106 +-0.21338657637225983 +0.9580858653480583 +1.9442303659330096 +-1.1875893373194644 +-0.7113102066481366 +0.20080572344710965 +0.6638264383225387 +1.889823969335094 +1.3823607780115192 +0.8422655764349696 +-0.0867424375803103 +1.1036020977068877 +-0.2543968339007068 +-0.2160220488439435 +-0.2865369358816278 +1.5598379255616963 +-0.08176343523790386 +-0.14746458478524943 +1.6969414670503953 +0.5926596091046825 +-0.5711671472580868 +-1.3624970394605376 +-0.17418287770151875 +-0.16675698604365957 +0.4227898217924763 +-1.3190471805291315 +-0.7719441111175974 +-0.19652180512244244 +-0.6246501415003556 +-0.8546780218826386 +0.6730583090186967 +0.7320576811027663 +-0.9051907831084505 +0.37800589627865516 +1.2534881664444566 +-0.5764265556852985 +-0.48407247502830253 +0.43056700631024525 +-0.03025828306185599 +0.888475111169628 +0.0107911686907992 +0.7783218156423563 +0.3203488120667742 +-0.3955391705138413 +-0.11729296224593085 +1.2661550700542896 +-0.09585601276097731 +-0.6646944544710996 +-1.4814741722652274 +-0.06432245313952019 +-1.38213038270163 +1.164518666168943 +0.8385486223386199 +1.4676735598861528 +0.048113314432457435 +1.5165837547290766 +0.002732534716208171 +0.49954318466832887 +-0.22263002142679328 +1.5945824869940735 +0.382912445144258 +-0.3551771406853731 +1.6603175590562504 +-0.6562182859483577 +-0.97535056626881 +-0.3468400772888262 +-0.9080984889008742 +0.12697421246468643 +0.5506257839256493 +-0.6978867374655853 +1.966113288340636 +-0.3385021979273305 +-0.6727167194847608 +0.5190236874340036 +-0.7604686843116514 +-0.5115906655782912 +-0.19977946960742665 +-0.5066642321458545 +-0.4264166601380387 +0.24344042355178572 +1.2214186015706232 +0.6154549669115846 +0.0025616339378673053 +0.7749003171992686 +0.748676767170603 +0.009587534376513634 +0.8253940979801537 +0.8008796238565098 +1.172089636577942 +0.15914224689348672 +1.7497953324838749 +0.06334117082256227 +-0.756517941304362 +-0.06105026986316982 +0.21056303036231996 +-0.5693109557486961 +-0.2860555392091446 +0.39310839503743 +-1.1320745654774274 +-0.5626641880737258 +0.6601706700574402 +-0.39310697750405704 +0.2699626689734703 +0.9681916912006623 +-0.7406680705907015 +2.560893824949227 +0.3129284997552346 +-1.4901402743734913 +0.4089571904080228 +-0.2679702224288217 +-0.5375113382334876 +-1.1630202470033848 +1.8650749606374493 +0.3768723644825447 +0.7157811834477531 +0.6398639341369872 +-0.8430086526447593 +1.013306455136493 +0.6229161772990643 +0.5477020325526842 +-0.9241333135351982 +1.7527881351841224 +0.654995238660755 +-0.2756087084219603 +-1.8490685664999447 +-0.744307314259365 +0.3025392736319637 +-0.4753060818101822 +-1.2363706870201385 +2.161600534669795 +0.6954755741425744 +1.219328585733044 +-0.9282957663959397 +-0.3028140337763577 +-0.13427091972642524 +0.20949819315908147 +0.8246599854394878 +0.3696297440130093 +0.6070033224241419 +1.0523874970185696 +1.7149616859345103 +-0.7308567639697411 +-0.8491411598800724 +-0.31357298419007007 +1.7376455073267933 +-0.07578322487682553 +0.32855833696304965 +1.5153494772371272 +1.192568943051655 +-0.25616310868261233 +-0.31980479912593296 +0.6619942419120535 +1.2628805866532256 +-1.4977719182763403 +-0.1526044161252254 +-0.5962473234320342 +-0.7166422347719256 +0.3853905473403383 +0.43335503467412 +-0.2527633941895652 +-0.008658164582909599 +1.1135728841484798 +0.6851151145307113 +2.339876257727924 +-0.7438253481327868 +1.1872868814979278 +1.1312064405805171 +2.176288084124356 +1.6000746206281458 +0.8068617423549669 +-1.275575626079854 +-1.2774140785450256 +-0.16923582274755852 +0.7220883527654776 +-0.47315687365763637 +-0.9614067495674831 +-0.6753182112735595 +-0.38961889384810894 +-1.8940838849278794 +0.062143470040237306 +-0.4657877634749924 +-0.48587956276184585 +1.298243876692852 +-1.1066518739115592 +-1.0149230873601207 +0.1921831377444062 +-0.5126419870118675 +1.1317208486789048 +-0.8214987928698435 +1.223825367319184 +-1.155031117432377 +0.5361482552720873 +0.16755410322126457 +-0.3766392421015997 +-0.3138851665966871 +2.8951088304744634 +0.06327478798889549 +0.8845437674202496 +0.8092560680547255 +0.8903454284589618 +1.3141493337339916 +-0.2031080595810552 +-0.9030935808928693 +-1.0037178654695995 +0.5082610026937903 +1.3568032898231235 +2.161652555795622 +-0.9239578656830109 +0.38801977838025475 +-0.28243236812072237 +0.23298206090344484 +0.5142726883994703 +-1.2800062862205686 +-0.5906480166490826 +-1.1587600253713628 +0.29326093464061265 +-0.6771641271854973 +0.8000613591355894 +-0.839090277978942 +-0.6009097370322063 +0.13584281258717612 +-0.6727332208365898 +-1.7818558922413195 +-0.2829503699856084 +-0.2966458512901185 +-1.3163643193449812 +-0.7773815450087062 +0.15836239339893984 +-0.035041090558896995 +1.0060684301158151 +0.45196326414520205 +0.5990600356336292 +1.3668094471717105 +0.11450355378974339 +0.5664860674698263 +-0.9458428216320194 +1.4881144708604181 +1.5942492317994919 +-0.5605709584281021 +1.4224982207666481 +1.3474749917129671 +2.195144095330428 +1.700718234821702 +2.12843642282832 +0.3598417761741089 +0.8804509918589136 +-0.029182387990355746 +0.028660289962598298 +-0.6759898388082128 +-0.09324183225395513 +1.0736152532191905 +-0.9014013236802463 +1.040373533644617 +-0.1632339266696499 +-0.40148322900060146 +-0.11471312668997387 +-0.38818781173280803 +-1.173043415316637 +2.1924748947607613 +-0.5661134843474338 +-0.19276626525099916 +1.2501965172322562 +1.7963257640799941 +1.1603338325307557 +-0.923981214825926 +1.0773838677291405 +-0.5809411403645057 +0.7337768924988691 +1.5326165972050403 +0.1377204163731092 +-0.01657945612543063 +-0.3336449474958416 +-0.2735702253621002 +0.3317155848660176 +0.4271364511154032 +-0.6511680728266556 +0.7747348812549484 +1.573616006332966 +1.8938883564993945 +-1.4273358992714795 +-0.0949005745716514 +0.7264374222322164 +1.385730032452835 +2.3965233726513446 +-0.6485008152150962 +0.2962029075400279 +-1.3964192977371737 +0.4455299611513911 +-0.5515229377196584 +-1.5524144893897356 +-0.3530913444668484 +0.2075022805533645 +-1.1959218097350117 +-0.5750882731035042 +0.5486883973915159 +0.552329046447429 +1.8391233989880862 +-1.6438262811068318 +-0.7693664297215371 +0.15489723062863936 +0.44749313137991903 +-0.4300459388736046 +-0.7807381241250881 +-0.3781004046100806 +-0.2959776310762823 +-0.2376105721108277 +1.6369095208476512 +0.7569825497783601 +-1.2068138166451325 +1.122080141658917 +-1.173043415316637 +0.9087275615303502 +0.6139402996015405 +0.055475350500026874 +0.6756980520677341 +0.4889840931738994 +0.49102987886733573 +0.04832067075279626 +-0.39520247286626664 +0.27030407125090716 +0.5757456699389266 +0.4929484740030681 +-0.5117732186993194 +0.1600231035099388 +0.16208770344810308 +-1.6521088392565015 +1.7236526852931122 +-0.4017194918541378 +0.3673063081146128 +0.8759609451081122 +-0.07317406665449942 +1.4818023105621814 +0.030349340616971053 +1.353801705433581 +0.49587597114361265 +1.9195633252905495 +-0.5895576684594053 +-1.235496520349688 +-0.5797977146148308 +-0.42842184766825936 +-0.4278085017423531 +-0.29540862406277324 +1.2049666892454962 +-1.3519585113092816 +0.9078064805561448 +-1.6122158657836774 +0.6641206309605435 +0.16166306614216028 +1.7000216332181637 +-0.9742399910454809 +-0.16444956942141253 +-0.2611258950847535 +0.3187891334715479 +-1.325930353619178 +0.8451321399590436 +0.5464978288056032 +0.4954204532303606 +-0.8405834606601131 +0.7614288075125065 +0.7552623388307167 +-1.0461905451305316 +0.06834510282212428 +-0.12731223869967248 +-1.2367973187790977 +-0.3526832624592985 +2.2163569699318137 +-0.4991608209207422 +-0.9977646193090247 +-1.124571234638885 +0.21142721749356141 +0.5557249651739893 +0.4008891293157718 +2.021732636058146 +0.07141505944106746 +-0.7291437434499601 +-0.5893452858886965 +-0.41282047018869417 +-0.8118417518655417 +1.7912011637530123 +0.45650396260443193 +-0.15915658684555456 +0.9509805870342055 +1.783681630706252 +1.0968841902756197 +0.05836488735651358 +-0.800155497628817 +-0.3852331684715103 +-0.427142397506123 +-0.11471312668997387 +0.4877927650258392 +-0.05432308582857345 +0.75028859522056 +0.3089017042715392 +-0.06473237210879315 +-0.6348237797946078 +-0.6906606072478043 +-1.3641191953599934 +0.9480666079496672 +-0.049170218075535226 +1.430776276338073 +0.07318616975658418 +0.18660209210849804 +0.3129256530196495 +1.0644270807182146 +1.5563695738883698 +-0.8292303764510986 +-1.0083259864960348 +-0.4626500429522176 +-0.7114415804134193 +-0.9395627428945742 +0.0241938624235086 +0.6461410919170985 +0.215669018416914 +0.4170148831016971 +-0.19255964233692704 +-0.4086287010121249 +0.8550225341664649 +-0.5308152478073132 +-0.6692621687663314 +-1.08694404332797 +1.245485204680137 +0.279105095403939 +0.116245778752259 +-0.3193637418158008 +-0.6881367681907972 +0.5292462772808625 +0.1192793575973109 +1.5145325938403218 +0.6509383742259439 +1.2317240584237128 +-0.7985257467815776 +-0.5542494745937846 +0.6538579566312928 +0.03125130034247926 +1.452896494040983 +-0.29203280264234704 +0.6912926859073006 +-0.9190098198053576 +-0.6727443764222489 +-0.9894506027601797 +-0.7677910699019432 +-0.686233950745745 +0.4871488729590493 +-0.45636790021822 +-1.0718011075314628 +2.473772846230167 +2.1235625189677587 +1.192426539113834 +-0.21955317183097967 +-0.15101016854405055 +-0.4561910366052504 +0.947908655461863 +1.205315577747333 +-1.0856631237826675 +-0.9665073389493145 +-0.4177118178814801 +0.022200323262010657 +1.298054752027879 +-0.2795054261725364 +-0.052451689679057674 +0.8369045398921074 +-0.3889598133724372 +1.316609973896384 +-0.8285277861879092 +0.6697846373135932 +-0.6009097370322063 +1.421928915954583 +-0.7079879923553161 +-0.5650928484832939 +0.022019487032159404 +-0.8565378573144058 +0.4486630224725886 +-0.7087512978130202 +1.4062920713373617 +0.36765382150430076 +1.1243659861799242 +0.4672619776025818 +-0.4054304395231981 +1.489047082266712 +0.1535442091015322 +0.18927417940827124 +-1.0342891163450996 +0.7656535835730334 +-1.2398353859976374 +0.3518999018993113 +1.093377201908935 +-0.9078162933766125 +-0.4427213132442305 +-0.7272879883312965 +-0.8451525066314992 +0.15634720383729367 +0.24990317037747184 +1.0943074620317503 +1.7034843828081578 +0.28882170496822446 +-0.7978781324079235 +-0.34229583576953415 +-0.8351577736899396 +0.6744273779905036 +-0.30522787112638794 +-0.7702840153930088 +0.7439359212755927 +0.17935291101053882 +0.5814623139536299 +1.7751061402715156 +-1.0604862915557434 +-0.5989224478185569 +0.8265460553003884 +0.833025977074637 +-1.155031117432377 +-0.14835822596912063 +-0.4813686742929124 +0.7274490328036666 +-0.3608047953234481 +1.9770278924965492 +-0.10223299102729894 +-1.7239743337884257 +1.7085023553535934 +-0.8305369917004489 +-1.2567224118969351 +-1.2238946291175528 +-0.36860679773681176 +1.323103551817289 +1.1403377986941887 +0.536520067737449 +-0.3318268947089281 +-0.18150380510284778 +1.0992268559665115 +-1.3117484872222296 +-0.0469808403820358 +2.561799233501714 +-0.733577480543224 +1.460017110354589 +-0.1922674056258872 +0.6746392964078134 +0.16309742139217584 +0.31135483856180285 +0.8354625499818584 +1.6359190792171483 +-0.9631090826402734 +-1.7401353802153092 +-0.3131764485601443 +-0.5716006630841981 +0.9081522921627856 +-0.9549562144633407 +0.3789040029781841 +0.6377012325870975 +1.0541148302151224 +0.1369448813524238 +-1.0326700156381823 +1.2445711348876038 +-0.5847569443035968 +-0.05788166855502617 +0.7235769736347023 +-2.048989111553573 +-0.2131004281544537 +-0.6580316905657572 +-1.5110194472178258 +0.5589015112339043 +-1.173043415316637 +-0.5795503766373691 +1.5685321128029766 +-0.8384878609058596 +1.9395716515540156 +-0.7361047179449378 +-0.38822922866642995 +-0.047608899125036235 +0.9370845951731218 +-0.5435949701283822 +1.106153424692281 +0.739077718584964 +1.3175500760030763 +0.07867542019494483 +0.10946851918464699 +-1.0609862486429078 +-1.4867009711985741 +0.13942309721489166 +-0.6437614222648202 +0.9151394221087387 +-0.6572198766046037 +-1.243565248873129 +-0.36436857341594275 +0.12697421246468643 +1.817714333030191 +-0.07578322487682553 +1.6473781877170182 +-0.39322654337883484 +0.7974192501491761 +1.1484702919812855 +0.6245821407912546 +0.16011785712005225 +-0.43959362890334475 +0.46381375901578326 +-0.8275727311882336 +1.0777066658960557 +-0.9389580106237009 +-0.6699406760006111 +0.801473845260168 +1.414071611710429 +-1.1621012876927115 +-0.39310697750405704 +0.9665671490458306 +-0.053978639027096244 +-1.0510756962306949 +1.588545794969155 +-1.1402550883424332 +1.0590645052272685 +1.5333925842742635 +-0.11198216223346949 +-0.4092551198052917 +-0.9358813025466117 +1.3910488261569414 +1.8684993500329365 +1.4560920402644966 +-0.46491979067302586 +-0.7121401831072022 +0.06172078383589469 +0.5744133901502791 +-0.5747658890653832 +-0.5323924021614724 +-0.5091650829199557 +-0.8495735972220855 +0.8051589488530086 +0.2655596903358619 +-0.616558766881434 +-0.1247393750438921 +0.21661799624121614 +-0.7084060666033493 +1.5568886798790482 +-1.0283607266264574 +0.6502679273102377 +-0.5586487269057795 +0.27431172054054 +-1.3471401035140829 +1.8382078590732875 +1.161352110981096 +-1.5156691710118366 +0.11271767461824622 +0.27771981808496504 +-0.3712006149950221 +1.563656586845585 +0.577538106262973 +1.8761458880672544 +0.27706787069534267 +-1.6086937128772896 +1.4408197952857627 +0.8818291119612737 +-0.9500139449111766 +1.5075237990706956 +-0.3704847818719995 +-0.6992390462678291 +0.763279854044161 +-0.30522787112638794 +1.1137455064122208 +1.6132821094775445 +1.5360802897684684 +1.471190509760257 +-0.18592919124891893 +-1.4601994677885621 +-0.8806373283559348 +0.3534533006265805 +-1.251357715212902 +1.501249678566997 +1.969388954277097 +1.6279589356225763 +1.5688579854841236 +-0.7377438085606296 +0.2743125791141183 +-0.7486353181664662 +0.8784148932953929 +0.8182619681523633 +0.22456316524814726 +0.05852696274583756 +-0.8800429999646031 +-0.7287454731336245 +1.2916415975515554 +-1.2628191217241194 +0.005198743739823902 +0.5418343930851286 +-0.9656768241773308 +-0.9966359218467664 +-0.01884508720079224 +1.1850603151392551 +-0.1630189757323473 +0.9922008814051008 +0.43215179382281116 +-0.1368062787549123 +1.076699560342025 +1.7226805203981281 +-1.5078404198103228 +1.3299518042067016 +0.8433991709425752 +-0.8226655796173165 +-0.3807175018046406 +1.3353161064106898 +0.3453242441279669 +-1.6785588487571041 +0.585626229139329 +1.4171802580700856 +1.6782472115686344 +0.4093193688912601 +1.1270183401114238 +-0.8090974560024935 +0.22068242512423283 +1.5445450085239238 +1.3283049772136024 +1.0142571323706722 +-0.5504384290944356 +0.2851935620075764 +0.5893381458136225 +1.557432234232785 +2.120521611754438 +-0.4374150686704569 +-1.649650839811796 +1.383178191005756 +0.9412087333311385 +1.4588777522682221 +2.2154848885919605 +-0.507163779328786 +-0.4810416193257678 +-0.1582822496842433 +2.5500050834746357 +-0.8012097819681322 +-1.30154621892579 +-0.5939742449120656 +0.5383650437257792 +-0.9034623649142314 +1.698616047643256 +-0.34132653434036525 +-1.2302578073244401 +-0.5789895834995127 +-0.10594975685130811 +-1.5524270776284042 +1.5492378340491164 +0.9352164330233902 +-1.0419536045144682 +-0.46094751227417796 +0.02432633564058148 +-0.3035331879591034 +-0.0025943359127366394 +1.208264217987985 +1.319823801966111 +-0.9116471609109726 +-1.2707560116347878 +-0.5571607227102418 +-0.6309157653854739 +-1.2540221737935804 +-0.6413924657425668 +-1.1196909950911502 +-0.09369181732180641 +-1.1337048803863101 +-1.3416221581839083 +0.8975436147688681 +0.2736742452775599 +-0.9794782275615538 +0.9406136484765826 +2.2516721020003545 +-0.9670105713730459 +1.5632584537436576 +0.5529580623515752 +-0.48195950316518854 +1.728278661962612 +-0.5194374665596129 +-0.6865514812782799 +-0.4216479089125651 +-0.6562355024725638 +-0.5503981064354958 +0.8921407194341529 +0.568576990090815 +-0.5016187833174874 +0.03703563852907792 +-1.0194138652287923 +-0.4135084545840762 +-1.3647725439840972 +-0.9684680190099315 +0.410179927899409 +-0.6121853519037018 +0.1557179644907887 +-0.7408060239543347 +-0.32148741250923063 +0.029467264098750487 +-0.2388781736186002 +-0.5939859329083559 +0.34205792351423436 +0.783242139540414 +-0.5966562326133279 +-0.8891657907436493 +-0.18726238221449076 +0.5059898467227589 +1.0075763479242037 +-0.8152417668130905 +0.36911450588379136 +-0.6000158451565415 +-0.5542494745937846 +-0.8698396184253663 +-1.114961795049075 +2.835767527938682 +0.05748082146397539 +0.68347703112182 +-0.7945559565321941 +-0.9167648782289702 +0.9582112781850305 +-0.5066642321458545 +0.5405356741310609 +-0.14188658580267155 +1.3369878382135538 +0.3100980823333202 +-0.19843063562965813 +1.1063767264277309 +-1.4799047240749348 +-0.7090135923937906 +0.11907850825408427 +1.3299528033507468 +-0.3242526602649645 +1.528689020525939 +1.1982731103410798 +-0.09037871775398212 +1.4616060231147618 +-0.9669594113329234 +0.04742259201603353 +-0.6284431874240203 +0.2597184536879875 +0.2499856733032878 +0.5525529677294432 +-1.0860403204268945 +0.26450567930484825 +-0.1343012105317077 +-1.450864454617679 +-0.8361038905238487 +0.18998285412337376 +0.055862957765130276 +-1.4846367760608263 +-0.800229378602483 +0.16560650638727248 +-0.46681063732839534 +-0.7927293304035158 +1.0513225137718132 +1.386437946902696 +0.4965673667989312 +-1.1177994388550037 +-1.0960483883700551 +-1.2567224118969351 +-0.20865907033467293 +-1.1264727123414016 +0.34299571471142876 +-0.39925882092167453 +-0.11197659482486502 +1.9870464419397675 +0.12867560750755583 +0.877426046383427 +0.1647139922470335 +0.24763006807216656 +-0.049168743583798524 +1.3324370700632853 +-1.909009650724838 +1.6961326297988446 +-0.6711416835290466 +1.8323270323688012 +0.5686736635169608 +1.726975089863749 +0.0027663741297652977 +0.33689605141038875 +0.5868678869907199 +0.49309565107606246 +2.5650359527965545 +-1.4103918594861022 +1.3589717412205624 +-0.7324881580431131 +-0.4728255477745253 +2.1332743987089127 +-0.07556994417530596 +0.6012709359813615 +-0.4536050690184596 +0.5825777085527634 +0.3732994946747615 +-0.2600911339627508 +-0.6418584123132473 +0.39767953949858553 +1.4176331699977778 +0.37523525307656486 +1.925538873542932 +-0.9871449026832197 +0.5223251422616334 +-0.4660687425843407 +0.22511164627364388 +-0.8646008934667831 +-0.4564299572092507 +-0.6895029592216286 +-1.06143096232307 +1.3902003344670686 +-1.2543226140493708 +-1.1794620068318566 +-0.9959290831986374 +0.5290228660736344 +0.15651539126044428 +0.4595811704712731 +0.7574260885916279 +-1.3520228697764045 +-1.4977719182763403 +0.6029643136066635 +0.36657519756923507 +-0.2031080595810552 +-0.11471312668997387 +1.339308517025757 +-0.04915343566069823 +1.1274512826347627 +-0.2551430736609211 +1.3250025881772114 +-0.750103435674981 +-0.367949988537809 +0.005198743739823902 +1.098697959960705 +-0.44902348802985625 +-2.089170063282139 +0.831560089624945 +-0.4728129273343196 +1.0820147795880992 +0.3430196829874725 +0.37562081295935545 +0.0857992301334497 +-0.7653302936972511 +-0.14179959978807355 +-0.619654736353505 +0.058693465430173716 +-1.3850049086763228 +0.18196305602469803 +1.249446791072682 +-0.42200859726630474 +1.3533865913059635 +2.116739933558514 +-1.2098233870128596 +1.5722048680071918 +-0.9696910906053352 +-0.5196297665046575 +0.14479262574171656 +0.1380675617467488 +-0.6997922588845258 +1.0654179723043782 +-1.415288811341319 +-0.742895792379418 +0.41181050207312186 +2.076410864040586 +-0.4495277126311002 +-0.8674008444430583 +-1.0648238338065776 +-0.8524328734054032 +-0.22585367797245648 +-1.4118021978292938 +-1.205075234161929 +0.8125985974603629 +0.5088427244545901 +0.2921206051199036 +0.1715328607868586 +-0.624861757554577 +-0.9065170261525435 +1.093506767479301 +-0.9890530233144424 +0.15705376358179834 +1.094786657806149 +-0.23924020318398911 +0.6302422430308058 +0.3674700187305422 +0.9506061462186702 +-0.15058429864392625 +0.17233848098587254 +-0.22826634899147918 +2.228485302243727 +0.5249917109660911 +-0.645340597202283 +0.7038326231822921 +-1.272566176526826 +-1.06143096232307 +-0.2796969345397774 +-1.2382901561908282 +0.9929158857875785 +-1.2753124345197346 +-0.2561757765558146 +1.5097977673999032 +0.3742483100989651 +0.35802891487560834 +-0.7272879883312965 +0.8816689659132028 +0.7950307054973522 +1.921030019612356 +0.04426109925990156 +-0.2007677517706164 +0.005198743739823902 +-1.1264727123414016 +1.6543320795407057 +0.46883334432178714 +-0.8139507566382775 +0.036601975054993435 +-1.0596867728328796 +0.08560025123300563 +-0.5710550016843653 +1.2603342235250343 +-0.9862016178486287 +1.0109379485879366 +1.1560409233051003 +-0.30867193807215276 +1.7068456892512198 +-0.2752108342883933 +-0.024965175236457804 +0.14195477609108603 +0.9790175469060788 +-0.9814439496685312 +0.4845657534157804 +-0.018376388461095697 +0.09101260116986598 +1.5468428309477746 +0.12697421246468643 +0.47314945916172346 +-0.26449015667121983 +1.9380941393580102 +1.7974409236426092 +-0.7766725949343545 +2.319612985647476 +0.9627051929206556 +-1.0419536045144682 +-2.2279292588516206 +0.4820535974257687 +-0.9627112814785728 +0.007376803713845498 +-1.2671595066361845 +1.080186771856258 +0.26424623459040447 +0.8733749868169656 +-1.3728997091561141 +0.15893635591683858 +-0.4427213132442305 +0.4427823375088555 +0.20788776852460275 +-1.266843974590008 +-1.224541134514237 +-1.0768346226218113 +0.1301125196994987 +-0.5359106115778292 +-2.037978118243353 +-1.9193973483444762 +-1.1945513679277835 +-0.3233271359944285 +0.6561766103930301 +-0.6284258018359559 +1.5657253687205828 +0.8051488198251557 +1.9355174006962337 +-0.25370127694703926 +-0.6272268857422144 +-0.32277667093829143 +1.3470559844279237 +1.6003559865280745 +0.8004797439086729 +0.9426305936065744 +-0.41630247954944277 +-0.4822665795796207 +0.42319402993396105 +-0.14188658580267155 +-0.6511680728266556 +0.824849579078441 +0.34339830299815055 +0.21997531480427093 +-0.09483980019524607 +1.3808659992344727 +-0.02209525496943779 +0.9083585038853882 +-0.6395434858942385 +0.6299743175844332 +-0.5113774315985766 +-0.6511680728266556 +-0.7326877245803215 +0.19943980201404118 +0.6124846605178362 +-0.833250497909672 +-0.3667020538943798 +-0.16204074797876145 +0.45774670357550856 +0.39449242204251733 +-1.0532931555372238 +0.1508990075743527 +0.863250034215152 +0.0354124976568137 +0.9165070947818208 +-0.1986047141666964 +0.3915202765116031 +0.3223719879273024 +0.6060261852210709 +0.2551400264760794 +2.0507789880457348 +-0.7146988417105385 +-0.19706262447956907 +0.5347220424240667 +-0.1545189803622522 +-0.6987138811856792 +-0.6111763690633678 +1.5166070362744695 +-1.231178652392883 +-0.5058779015821616 +-0.9797704160839958 +1.2243885359672306 +0.22876776610729957 +-0.6924951629036471 +0.10733481663843915 +0.9523398474201998 +1.1463766967338627 +0.3276226770839615 +0.4809464517736258 +-0.3473043446416118 +-1.0730517818102567 +0.22362225076405404 +0.331730421694979 +1.4284871584087484 +0.6188821294993819 +-0.8033934759448224 +0.0938300653112062 +-0.5797977146148308 +-0.9075196853583936 +0.22958658839521712 +-0.24070111109854256 +-1.0448378646052774 +0.08288492930685687 +-0.48313051414092434 +0.24401651152329798 +0.6676300205164417 +-0.09012455616751933 +-0.21330139504615458 +1.6530109334732288 +-0.504861702463013 +1.096691176163178 +-0.01234039538798734 +0.3862747064255443 +0.14821179865319328 +0.18358898483575734 +0.7771505555155768 +-0.5274666623604105 +-0.8286304327439804 +-0.2195513715585716 +0.8924084865483811 +-0.13809471314608246 +0.5302951541121745 +-1.842554099133183 +-0.15299494069865122 +1.003276139092257 +-0.7433909733799744 +-1.2663225404581546 +0.5553780564939962 +0.9079130380116746 +0.04132035422309985 +0.48086818661039726 +-0.6235993552074991 +-0.506628500847111 +1.1379904544489012 +-1.2408224945466821 +-0.6627743319738507 +-0.3219475167631799 +-0.759391899070268 +0.38310768490499303 +0.3535767827486541 +-0.1413165528066391 +0.0957379504996273 +-0.3297085710277563 +0.4406138581445186 +0.004460364827055918 +0.9272466886271894 +-0.4515781054214323 +-0.6552203120504237 +0.6924069926496306 +0.18001177377990157 +-0.07884902911188282 +0.42587803224060083 +-0.9258660043108452 +0.8603202608829558 +0.6869306257963871 +1.0691149609059747 +-0.309007309899725 +0.7109449192866675 +-0.10109356166681552 +-0.5475200403247711 +0.23409796581622333 +-0.5893875124052085 +1.2940343355270365 +0.30646455378070736 +-0.007664413159653702 +-0.4769398732467775 +-1.9623307880670222 +0.6218874306509411 +-0.9157126246571765 +-0.4427213132442305 +-0.9434868502503345 +-0.46967574154364816 +1.0334001782052333 +1.2538536162425244 +0.964452248894313 +2.0852231575841262 +0.2692607428270692 +0.9840628882888259 +0.877188716795844 +-0.6699406760006111 +1.745471734973926 +0.9987321423380909 +-0.6671704962919806 +0.5367101603761538 +0.09175070123317047 +0.14350970812224603 +1.2154659281116238 +1.0212505510033332 +1.061341991674623 +-0.830268701499971 +-0.5980046086480483 +-0.10810274327488917 +0.41839977380546967 +-0.11576515567034928 +-0.5602380438468325 +-0.3468452436559229 +1.0820147795880992 +0.18878743086320443 +0.0036760502098448222 +-0.5084668219346764 +-0.02504220926291443 +-0.8648484549672372 +-0.1029295064415423 +0.40698123698315847 +-0.7985257467815776 +0.7777640541507429 +-0.5060489381745744 +0.5964820753931643 +0.4094392060292208 +-0.9969776239025242 +0.01807353557803626 +-0.8029502555414127 +-0.013169147652660196 +-1.2402761949600765 +-0.6654253626600362 +0.9141916303203884 +0.38625948969169344 +-1.1589892171725873 +-1.4819012251253085 +1.9189657123357717 +-0.7509574176144203 +-0.7625450805343311 +0.3717336212226233 +-0.9964770211590065 +0.10424484201227567 +0.27495347897147965 +1.9495877676783175 +1.162986996450601 +0.23695370471367083 +-0.044756792464054715 +1.0137548111773855 +0.9287200451272927 +-0.7354421376425238 +-0.45954346000946217 +1.3801006581796287 +-0.09261714496950509 +-1.2374097180403607 +0.33478873301750517 +-0.6662889399814353 +0.9874640981982638 +-0.6217283336333596 +2.684096756231095 +-0.45761879081047413 +-0.48407247502830253 +0.5986486201823884 +0.5211661620203503 +1.2128854610968833 +0.8571988736422848 +-0.6822651728869026 +1.0492398777919691 +0.08516143923947245 +1.4273616767452817 +-1.14032121561859 +-0.14253173931006602 +-0.07083743541174312 +-0.0822202171359773 +0.026568195433677125 +-0.43225981295901816 +0.048796059197272715 +-0.8428042107886365 +-0.22181608225259036 +-1.706402361619348 +0.9496208245509343 +0.8314988671519585 +-0.9358813025466117 +0.10584826147344112 +1.6172031828469122 +-0.7789837927085126 +0.6654648862745303 +-0.8009181474671827 +-0.10810274327488917 +-0.7494054216936766 +1.5532739624551692 +2.0514710542246744 +1.3922320851557533 +0.277963494193771 +0.8610300518157267 +0.0034747624822777518 +0.21893973237040976 +-1.0315304965042489 +0.6413171807770488 +-1.2111699515735743 +-0.8776733464296267 +0.5195789810755872 +3.1383505797874847 +-0.7567275951350606 +0.41637209574557366 +-0.18719166201123483 +0.1016354703659913 +0.3116579215248312 +-0.4495277126311002 +0.5984263394014228 +-0.4029530370941665 +0.5037167629619088 +-0.561419931760255 +1.187715612185221 +-0.423161639909039 +-1.0361478361509417 +-0.10474852822926971 +1.2496033109003002 +0.22098260487200533 +-0.620127106522506 +-0.8294567566124424 +-0.4820519639975085 +1.090751904829192 +-0.10474852822926971 +-0.7132924645429469 +1.1387557094406409 +0.04471968219914116 +-1.5678504972458682 +0.1277430033593132 +-1.1617411739131227 +-0.6363350060137523 +0.5311699298612376 +-0.0313060443718298 +1.2020691529809489 +1.4209456302534431 +-0.7180958054861163 +0.12046993364827022 +-0.9164077860953179 +-0.16052360667483823 +0.6544481738438387 +-0.7974336180214389 +0.15347752002103943 +-0.589378974610655 +0.5972630795879798 +0.846576841106 +-1.2162222074818552 +0.8547373235719531 +-0.2584491868948983 +2.2311695463641756 +-0.49179689850505504 +-0.17323258654331236 +-0.699321135290036 +-0.7978781324079235 +1.367303370907343 +-0.33383889231760694 +-1.3838280184739533 +-0.8808062519054245 +0.21342314086452674 +-0.29890504196117074 +1.566134392109665 +-0.07295681209733251 +0.511199979961541 +-0.9072571478489844 +1.5906972959620964 +0.11338989023004367 +0.5740231055814253 +-0.6246501415003556 +0.7259956256343657 +-0.9484710368243664 +2.144162495055346 +0.9858980046247502 +-0.3095589083525935 +-0.8762982723370791 +-0.8955937436774688 +-1.1510108873072538 +0.01665910125938591 +-0.4847826278601008 +1.0944974150367177 +-0.22058417601174513 +0.9069235593182993 +-0.6759543255648767 +1.188919133627223 +-0.624861757554577 +0.41464269376817897 +-0.07192043647508436 +-1.8546395338988741 +0.3717506025759525 +0.8227832776132467 +-0.4806514877911884 +1.4680014379150896 +1.4419126094653896 +-0.08247565687963636 +1.142969916851602 +1.2041819451755924 +-0.3154886565884081 +-1.2791255092026101 +1.8757249572017978 +-0.9369472685898426 +-0.5795503766373691 +0.3024044214405527 +-0.14326440735010454 +-1.1956870321700708 +0.1542177130394896 +1.5640756926682984 +-0.8785427691216683 +0.13930790187281508 +-0.2957385890339822 +-0.7653302936972511 +0.04246719879070149 +0.31136260345622135 +1.2826884840559192 +-0.92946699864073 +0.021323259671670744 +1.3165013493689435 +1.5262313273140717 +0.1779846695869563 +0.3735273138356348 +0.7358248887153428 +0.2912845801068419 +-0.5573192632086654 +1.1621562068900253 +1.3403465191995072 +0.20360210754618968 +-0.20449777357588433 +-0.5691864978978076 +-0.05507902774367243 +-0.646321312590236 +-1.388358427266018 +0.3585468556114378 +0.1516032359509244 +-0.3734386974785836 +2.589833140797673 +0.11190669753312917 +0.6404952276581396 +1.7222660280300945 +-0.9378383065506823 +-0.6861705143963585 +-0.8524328734054032 +-0.5406285760063714 +0.6104176780902097 +-0.4376435573042512 +1.9945897699493977 +-0.4441074765247095 +-0.13845091139027907 +2.1478221138951845 +-0.20275528595296913 +-0.33060218293314614 +0.10127335104968249 +-0.9303809939947896 +1.2614553080835378 +0.4311052740572333 +-0.0683065642293722 +0.2342693556991401 +-0.26916983617982293 +-0.750103435674981 +0.8528621920289723 +-1.4154453439520678 +1.172557889296589 +0.5753345715726333 +0.3482803364438923 +-0.7461306506724159 +-0.3826402592162277 +0.22511164627364388 +-0.9669686926837942 +-0.1374175879791566 +0.9068221724868585 +0.7467684771418195 +0.15029355127681907 +-0.9758556890752302 +0.7484036595579647 +0.9775359890886638 +-0.910572744059831 +0.6527402139242457 +0.9759578585192428 +-0.4333627614906962 +-1.1079168365872278 +1.0799098101406421 +0.8507018603904916 +-0.1908503642288256 +2.414785499908277 +1.311721588893303 +-0.6940596808140157 +1.1940389301568748 +-0.3452197920218593 +-1.1172823504016394 +-0.5113774315985766 +-1.2843820653069549 +0.8354263641018052 +-1.2239398110509738 +-1.3607022251972514 +-1.4093961719497787 +1.0546487000852622 +-0.0676485347673709 +2.237577466339248 +0.43924169721908346 +1.5734855866320612 +0.19962871725810116 +2.495969905185058 +0.8918489241538823 +0.6042169950850571 +0.4808096923726365 +0.27396507493986344 +0.4116452643205948 +0.17719474849562514 +0.23408866480111679 +0.18209954845427737 +0.8353743967950926 +-0.38961889384810894 +-0.812396529888156 +2.4956225323818564 +-0.37751747711543293 +-0.13154308253757926 +1.2937493766141694 +-0.23761580989705683 +0.1593894188322127 +-1.0113476665367218 +-0.9996302924680226 +0.5893381458136225 +1.174801752487564 +-0.363781614846108 +0.4902510189272978 +-0.8532055838357351 +0.8483499947985852 +-0.763569894548331 +-1.1264727123414016 +1.6271013155770635 +0.07538754373616635 +0.9864325118229021 +-0.27912667466814406 +0.08516143923947245 +0.9587052988106057 +-0.8648484549672372 +0.5290745934048126 +1.0764172012415438 +0.6197455541424743 +0.3331183048931907 +0.6066950439709644 +-1.1538070700282537 +0.5353609242866917 +-0.10504962361719566 +-1.2567224118969351 +0.8149242680470346 +-0.43437705634862755 +-0.8237281500472232 +-1.4442965081513621 +0.3470763929302018 +0.19631214796069166 +-0.46667131899801495 +-0.6111763690633678 +-0.6580316905657572 +-0.04707974379502991 +-1.8644539984671373 +0.46584557628182566 +0.5472059563665399 +2.2823182883179003 +0.3164921767820841 +-0.48751491803259817 +-0.9528449039056762 +0.5316223204415033 +-0.8018069607295076 +-0.6912650664878648 +-0.22352668772075557 +1.6669434960626404 +0.6088398507540658 +-0.43627762262209535 +1.22242358948159 +1.1497568039491053 +0.23949045427480015 +2.1308860409060633 +-0.08769410881906416 +-0.645669579242887 +-0.2860555392091446 +0.27841469246320183 +0.9499174863446762 +0.386282375392638 +1.1005883321617076 +-0.8853847137538235 +-0.47093418740734283 +0.13850828713411562 +-0.1493278587624472 +0.8667398216922686 +0.5798101519360437 +0.6793686439488278 +0.6538126511525746 +-0.5688844360406669 +-0.508566320426003 +-0.43077889709165706 +1.7032074143847002 +-0.37708092654154873 +1.0329736846695934 +0.31264838260987743 +1.431831484123128 +1.1218098535175813 +0.7414522377265088 +-0.8299201573251911 +-0.16861921206178737 +0.38137330514267853 +-0.3526508672648886 +-0.6383127567808495 +-0.17980356733707437 +-0.3431149788393275 +0.1701534407272955 +-0.5161340030904227 +1.0438993306800655 +0.24512537879618493 +-0.6619080914562183 +-0.1561730465898056 +-0.5339213514950603 +-0.1085974812456036 +0.7063340739457183 +-1.3912181330928834 +0.60287909124508 +-0.7410822222454723 +-0.506459528175699 +-1.2935095529596612 +-1.0867692537548805 +0.36467783116530295 +-0.942430983638135 +-0.43158458739461764 +-0.7326033724427696 +-0.7626527806023535 +1.8973282019899427 +1.2793877131243687 +-0.716246488793279 +1.0135706886118905 +-0.8093320913721357 +-0.9548726635955168 +-1.0670099875203194 +0.8702640315068596 +-0.8431157278330401 +0.9094717599003239 +0.24229599843835814 +-0.4427213132442305 +1.6529672882198128 +-0.931780560680072 +1.1231877828651577 +0.45667670027840845 +0.8570272408024373 +0.9444440846509181 +-0.9392159969054749 +-1.5202954594824614 +0.1493519599074398 +2.2061116535868535 +-0.8783367005610512 +-0.3667020538943798 +0.9202002651907948 +0.7109225692965567 +-0.7377057775342294 +0.055114161467333694 +1.106103816531937 +0.9666831013676531 +1.4005581508138234 +-0.6667992710735562 +-1.2304373258135295 +-0.3689570628557502 +0.812600190096001 +-0.17001231933794553 +-1.1918675340463192 +-0.612748614954968 +-0.4008804148138295 +2.6718129384857408 +0.8901261615368729 +-0.9307344822164585 +-0.8130360581617062 +0.1940161143257912 +-0.44547867228993443 +0.22572595844317306 +-0.8573377369659159 +-0.8736200656284974 +-1.1959218097350117 +0.45072956145938387 +-0.9028268598847198 +0.9906163827056939 +0.6595566054712545 +0.8538619468257499 +-0.7471673467619725 +-0.5081314954703275 +1.4028676726303422 +0.13198943597288673 +1.374850156188785 +-0.874893574750039 +0.2788779530889618 +0.9639880271458711 +-0.03868279013721512 +-0.3259167610009901 +1.5402144736884635 +-0.315988911116001 +0.16011785712005225 +0.8784593242287327 +-0.583492463445073 +-0.6146238068011436 +-0.2538083587277375 +0.11488319012640237 +-0.9697990536968577 +-0.46438852977038503 +-1.0545491397640507 +0.32131810813371214 +0.7311977963315336 +0.6867866906589204 +-0.7810201535615378 +0.9610147521997825 +-0.11023908610317648 +-1.1839783750694572 +0.15663625533315176 +-0.8491837571218185 +1.5394429222866213 +0.28052355879600727 +-1.2663225404581546 +-0.4976663942653259 +-0.900082899470714 +0.09570594841391905 +-0.9328289614425826 +0.10457296636606511 +0.15968477803835612 +-0.9126963560772773 +0.6612085383852212 +0.6942725924770252 +0.44800081029724803 +-0.3903062180596857 +-0.7304202797859175 +-1.1422027258439034 +-0.8745018800245234 +0.3539009454896483 +-0.019793001036412454 +-0.3095499681795901 +-0.6290747538776243 +-0.20463994658444254 +0.9401673498488029 +0.07096957423155362 +1.5422392621958134 +1.3926836851033533 +-0.8524328734054032 +-0.27145762834576204 +0.4862732116988286 +0.3193214855102077 +-1.5155136932935218 +0.7365215069027704 +1.360790469193373 +0.5380489657545323 +-1.2061043465269667 +-0.9039668786272107 +0.6304447099920351 +-0.14521062877150018 +0.026034573217891793 +0.23590807193757782 +1.4470479091341344 +-1.1649893216937768 +0.6854075299743609 +-0.15961733557803875 +-0.3353679463136963 +0.8228806019209296 +-0.5647479413445295 +-1.1116173826582425 +-0.022331311606872906 +1.3820811756577958 +-0.7720749115346948 +-0.7261443266453411 +0.12697421246468643 +1.6979022924444285 +-0.1630480062604345 +-1.4977719182763403 +-0.5301423431598153 +-0.7619184350385376 +0.7602240144720958 +0.22133855669198127 +-0.8895153676029581 +0.5225531289073913 +1.5635298397892348 +0.04264073859416887 +0.45497820002144307 +2.0415208290832902 +1.1330624199838089 +0.6622885946000462 +0.12156893127431032 +-1.2363706870201385 +-0.7396046830142593 +-0.05563474487306316 +-0.606740377707484 +0.21305152485665213 +-0.9752017313047716 +-1.3349070635730818 +-0.5669892596443452 +-0.5677078156510422 +-0.053239940726042025 +0.28191256309841334 +0.4446828061049045 +2.2381805477436347 +-0.08845382209610571 +-1.2494560910721135 +0.41423356017442314 +-1.4174489050415262 +-1.6854361835744096 +1.8231130344155009 +0.22204407917204166 +-0.6589169163267383 +1.2806009820491575 +-0.9034660218888197 +0.44515389642969044 +0.3660294260828328 +0.22434297878907236 +0.9950230009594384 +-1.06143096232307 +-0.6049948166787824 +-0.6027451062494945 +-0.57262267168541 +1.4280922942183474 +1.414940894983327 +0.22905342038002446 +-0.7641070661932556 +1.5445509681229312 +-0.11497840721072655 +0.37701341656440135 +-1.3168236211844306 +0.6240125510102265 +0.4929484740030681 +-1.2374097180403607 +-0.007664413159653702 +-0.16497944322092478 +-0.163543038114627 +-1.435488495406885 +1.4080525500638912 +0.718209347517786 +1.8252097923771802 +-0.8197368065412803 +1.697656829689696 +-1.1236295166162262 +0.5172584162883653 +0.5700761250894587 +0.8041980310768961 +0.1301946998020311 +0.11076844199254154 +0.582505588755576 +1.160908643614155 +0.5896294725163789 +-0.04306437439714443 +-0.2530206785967098 +-0.25240940873040313 +0.3151256134284454 +1.141930796441116 +1.3489112429435026 +0.17001694469789275 +-0.07556994417530596 +-0.8528467926407233 +1.665808601274423 +-0.6352964899505148 +0.3861493106551352 +2.598867424934478 +0.3266669113672383 +1.4233081328720536 +-0.18374737398683674 +0.7701202727057801 +-0.5197317184526722 +-0.5792490615002588 +0.5500683627687456 +1.2709978991069073 +1.645772158111203 +0.9223557728831182 +0.39493599180259453 +0.21751840783859316 +0.877346018585414 +-0.943695109680758 +-1.4860744186621861 +-0.8524328734054032 +-0.7137611563041217 +1.8885272364596173 +-0.7396046830142593 +0.42335684048334044 +-0.5201875839096255 +1.0193557351066058 +-0.30522787112638794 +-0.19450510741387939 +1.4218878040815885 +1.1817670946657712 +0.14400395467733298 +-0.05952209486128841 +0.1183062957844563 +-1.0088777924313825 +1.1187121588726967 +-0.5070802287478211 +0.699689686980599 +0.39136274500782847 +-1.2626854790718276 +-0.04674211451801388 +0.5035476601450687 +-0.14709801286228924 +1.4004462561734943 +1.218546410491793 +0.5942101197736479 +1.497390124947742 +-0.7661768366239881 +-0.8152417668130905 +0.33742210852601284 +-0.3903062180596857 +2.034637921073931 +0.11262838366874185 +0.3642015425204794 +1.287289064551463 +0.46357399102146846 +-1.3540284555890945 +-0.4730536161937891 +0.24436409199221806 +-0.4887830577513322 +-1.560743037052948 +1.8770026773527748 +1.6593548120988253 +-0.5417259925990667 +0.436330154727174 +1.6472403056074152 +0.7809082248116687 +-0.2334546120653173 +-0.20893975063692458 +0.020526705625273284 +-0.2970978272976912 +-1.2338392398793823 +-0.24740430461297808 +-0.4626500429522176 +-1.173043415316637 +0.717165082244444 +-1.3850150078822252 +-0.8584616844944967 +0.454142459432914 +2.811308848200706 +-0.08553200292179616 +0.8417138660458091 +-1.9312923358814111 +2.1305869384228386 +-0.23571336376532293 +0.3208432987361888 +-0.8143502517524963 +0.12022692240438888 +-0.8009195259878924 +-0.7107943286577312 +-1.649650839811796 +0.20784022690015505 +1.8700949092158892 +0.9824805962737934 +-0.611530646259272 +-0.29151681169430593 +0.40785753018905246 +0.2907710690514589 +1.2842827286863296 +1.3863617441124607 +0.4344316551828198 +-0.09488467127990696 +0.474445019257038 +-0.6810551295481022 +0.6016484576687623 +-0.0962617658664631 +-0.02372333385693106 +0.29469468565829354 +0.18878743086320443 +0.4542782152886984 +1.084206806970731 +0.40267527552784077 +1.1322017407050835 +-0.2692589967333452 +0.9945414771323196 +0.07106818703419777 +0.5923163935955202 +1.2635230192878708 +0.07220267998192186 +-0.562227595866831 +0.46878101285907875 +0.4311052740572333 +1.011677651068735 +0.5477231053202487 +0.7532821279240711 +1.126058920575263 +0.0936527325664897 +1.6453690436159636 +-0.6614349806023387 +-0.7132924645429469 +1.0776751762946408 +-0.9742234908288435 +2.0135791888231838 +-0.09261714496950509 +-0.5706296557238909 +0.32232244379103236 +0.8729507180543603 +0.537192890871468 +2.029601237619114 +0.7341905574089532 +0.3253410976133694 +-1.1617411739131227 +-0.33626878580823893 +1.2313186330186823 +-1.0802346230565925 +-0.045715206399976116 +-1.1814391603776218 +0.5293233258455096 +-0.3234087151082596 +-0.4943677099422007 +-1.0095365880454548 +1.7085612823020746 +1.1475476329178604 +0.5833190552890043 +0.06418158325352664 +-0.6126627078201753 +-0.1117144913111806 +0.32975491241616084 +0.6668658153301784 +-0.30055780202054533 +-0.9680320607743076 +-0.08087637991292171 +0.5118574010079902 +-1.1744246638060682 +-1.0367881874109626 +0.36651803847236747 +-0.8342675137247606 +0.5102384965308373 +0.9884019437361531 +-0.3336449474958416 +-0.5408089751906915 +0.943199949443675 +-0.22521840988059696 +1.3097428469876413 +0.18780056169385095 +0.7224593622817321 +1.4260411551185317 +0.5320405799668593 +0.8760009228551594 +0.3096866845098888 +-0.43236624628009773 +-0.7921653570508137 +-0.2992791652608714 +1.571436720858551 +-0.5448169461855201 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_DUAL_bias_1 b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_DUAL_bias_1 new file mode 100644 index 0000000..83b0bef --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_DUAL_bias_1 @@ -0,0 +1,2175 @@ +-0.34906354904267545 +-1.7822260495632822 +0.8609532690220101 +-0.7419787472542241 +-0.5946736387320255 +2.102049773725628 +-1.249248605265948 +-0.7500874272659821 +-1.0966432328706397 +0.627263012582772 +1.5674871055225352 +-1.4757748802776571 +-0.5035749138340047 +-0.46889327350876786 +-1.1061930521782817 +-0.9221477136701275 +-0.39720493857525696 +-0.41361526252443936 +-0.5309766967371414 +-0.6756886292009268 +-0.906374133579581 +-0.4348185093729593 +-0.35960957534347937 +1.5835406506694567 +0.09592210776559473 +-1.0383933182558376 +-0.9765581061761484 +1.0615355996525149 +-1.1673006954491572 +-1.1775813646378237 +-0.772333652730431 +0.6158201298048999 +-0.7608771826852017 +0.6095357098070732 +2.2251134714172083 +1.3279835788033212 +2.3731296991642314 +-0.8020072388818116 +-0.6748045128231357 +-0.5852076169002103 +1.4797216621317795 +-0.48283321600632934 +-0.7975117504819591 +1.0954622288691116 +-0.46677294338635833 +1.1009654477732966 +2.060449905739056 +0.6174136206038144 +0.33812891715815163 +0.42086589339630986 +0.9457388859837867 +-0.6689062509240118 +0.7295210157704434 +0.1080167054222485 +-0.35226481339640414 +0.7194356417390362 +0.566663316580458 +-0.8368483862037068 +1.3969249976124622 +-1.4605901697241286 +1.4562168385422989 +0.8955244557545465 +-0.6474410180618395 +-0.5645870257813883 +1.424173932877359 +-0.21477200691720366 +0.8600732972763124 +-1.0894280799255636 +2.329710411915879 +-1.421638004958299 +-0.04694583620785342 +-1.1336309785020495 +0.9383758776751392 +0.1681882287558083 +-0.15519254967017537 +0.18989525385541395 +0.2018787175579495 +-0.44762802955272196 +1.0984402237137567 +0.4054557670838399 +0.2171548608303886 +-0.619008059358938 +-0.9936123517172681 +-0.5852076169002103 +-0.620779660250695 +0.9716276886170444 +0.28872488320793543 +0.2219673362263539 +-1.310995739255098 +0.9117846932424511 +-0.7105187405644064 +0.03771440536475423 +1.1364295493070369 +-0.3331467466261777 +-1.2726192209221396 +-0.15681388865859835 +0.9686147186571606 +1.1276625449492945 +2.014095535551546 +0.7815563525315441 +0.7562127180716228 +0.03289215061516115 +-0.07879741453912747 +-0.5743266019483417 +-0.9336375907059635 +-1.9544509455853227 +0.9507331968891984 +1.0676842018960289 +1.2851598612295185 +0.028322347614172294 +-1.3748299319894308 +-0.766149974910024 +0.8853079966473357 +-0.4457258832796709 +0.0052783637883844214 +0.4774424605694796 +-0.12990796177331876 +-0.3733405479349179 +-1.2077505192395137 +-0.20058667531043195 +0.7103268299371402 +1.111162132627408 +-0.46070674345172136 +-1.2432583417646843 +-1.0383933182558376 +-0.9125470302140071 +-0.829237250391835 +0.6296241721368826 +1.3607310020138468 +-0.5022696404857261 +-0.23589131272754527 +2.0462915476410966 +1.3702838863869247 +0.55268259192838 +-0.7765527436543864 +2.1414070456466034 +-1.500991594824704 +1.1250930867695672 +-0.5906239151242156 +-0.34405956755151235 +2.5973865478538776 +1.3420219395099409E-5 +-0.07417355099302636 +0.04822165332620321 +-0.7691802956549985 +1.1573823315627312 +0.4686276283893587 +1.2261828719932901 +-0.7974293381665605 +-0.07294326166947185 +1.2255166494834988 +1.868816076727132 +-1.2347477357669614 +-0.7431980777186513 +0.5387710204522766 +0.7117942593149594 +2.0099073253075512 +1.4030953911276673 +0.8871278374354488 +-0.09404494288213572 +1.1648443811389084 +-0.25990570659008205 +-0.050669598777937974 +-0.2380926972144648 +1.2206774301315575 +-0.0950257112984687 +-0.01996587057165833 +1.7711427384878793 +0.7175540521599899 +-0.6047816429064439 +-1.3373973142552866 +0.06674826709552417 +-0.06638768926118277 +0.4306555809628676 +-1.2890091390288048 +-0.7039771970968605 +-0.196890948670164 +-0.5146774628658404 +-0.6829467997057412 +0.650977957955186 +1.0294396302364648 +-0.9179962741354986 +0.28240829128472633 +1.3250170754921173 +-0.4610609137396262 +-0.6432028170617292 +0.1542421878216158 +0.0730055699795289 +0.9936724305426227 +0.07047333160006719 +0.8995969225886686 +0.5030413156198288 +-0.4328011929676796 +-0.05874593369157721 +1.3908383374471927 +-0.0643798714125603 +-0.7309645158605 +-1.448546804826975 +-0.0738896261830102 +-1.4504492453144746 +1.1052274474439545 +0.7814501995692791 +1.6242006330988314 +0.23041875675816503 +1.327211071260046 +-0.11177036451961109 +0.48008061427784554 +-0.2474420373539632 +1.4925936075197677 +0.6923140760902919 +-0.3783918720750743 +1.5718542705978131 +-0.659093535372038 +-1.0383933182558376 +-0.43142700065945383 +-0.9175131869278539 +-0.01786410988284226 +0.49302748578060007 +-0.5476448082356582 +2.0318802051822678 +-0.37864633465989717 +-0.5902027607993772 +0.5575642677071089 +-0.7394538917602482 +-0.5889062394287465 +-0.25650569808731105 +-0.5161343372961198 +-0.37894574395463065 +0.12385255935420769 +1.3690209566772769 +0.7986189073336035 +0.10978882057442019 +0.7444399886724743 +0.7014495946231643 +0.07668983549931752 +0.8751428260177597 +0.9416883848605099 +1.3393169230724489 +0.19750534796934782 +1.780317254303311 +-0.03622525462885062 +-0.6357756070252181 +-0.20421584470915266 +0.43063356428976807 +-0.4724008527885848 +-0.3091040525128994 +0.5326543477711048 +-1.3095374909039779 +-0.41381914656775387 +1.0533011925244762 +-0.5714929588358435 +0.3870606378882786 +0.7961378509900061 +-0.6968485956108996 +2.762382109810083 +0.28914745940575926 +-1.439394991805351 +0.4940465207471707 +-0.32306752353793566 +-0.5988281021345159 +-1.0777271675118645 +1.9400957950885713 +0.6963180193842464 +0.9981687957627547 +0.8270392522993452 +-0.7410381083656821 +0.8193942323011169 +0.8577985004478562 +0.40707407265585993 +-1.0810377113870986 +1.9487014176961575 +0.8608113276843715 +-0.40868338036214147 +-1.9613457255794737 +-0.7700339911681009 +0.23999006413151647 +-0.5600240884044749 +-1.2531899943551135 +2.2759096528952267 +0.5888549725466142 +1.1672911759733835 +-0.9893224435121846 +-0.4166351735696503 +-0.31920773970573335 +0.12855015599338748 +0.8338109664543045 +0.44521143558831566 +0.8267694631344802 +1.1855866922967306 +1.6682535755833603 +-0.6472824453999502 +-0.9125470302140071 +-0.24418911490437933 +1.800527815124541 +-0.07550231550101172 +0.32466048956156746 +1.3299736186362932 +1.4139769691588613 +-0.22183537070932524 +-0.4816424957908627 +0.3960681911159667 +1.1899392953045829 +-1.4724151932395741 +-0.29182896472001896 +-0.7752866209072511 +-0.709230954913427 +0.5659444433697451 +0.36770536070705884 +-0.3138053823077853 +-0.06377139474157367 +1.0629347565746348 +0.7537223296806282 +2.1916284523947502 +-0.5421248701942496 +1.0942846295013346 +1.2214926656278915 +2.136019974345394 +1.7660077756634325 +0.8117228312355815 +-1.329106823273088 +-1.4073324979165303 +-0.20866772172148718 +0.638515879854386 +-0.5458564733953082 +-1.110685672508642 +-0.9040222379473561 +-0.4890633479129882 +-1.9467551799798908 +0.11994845955281352 +-0.3809999127203314 +-0.47059895648110417 +1.3036501308996817 +-1.382010975885666 +-0.9660148033218918 +0.2983715824100295 +-0.11016941445161321 +1.1051799274462968 +-0.9971584638537572 +1.388720005372434 +-1.2267069874823642 +0.6778878916841967 +0.1369833226899515 +-0.3299275772102723 +-0.19904898151445005 +2.915578504254996 +-0.07933209351319026 +0.9734796752060993 +0.8046686989209155 +0.7578011016261605 +1.6398072680344769 +-0.4217707496892509 +-0.9060442143360794 +-1.000806866981064 +0.5021030580081982 +1.1975920733885226 +2.342629007665313 +-0.8586549588069607 +0.4463169988928133 +-0.2800614726889332 +0.13587873041477994 +0.7876782759688947 +-1.0752880286513051 +-0.6417803851506447 +-1.1886132089641086 +0.1675196418884768 +-0.5483243351112257 +0.8601764636094649 +-0.7908074803866814 +-0.5162420167304622 +0.12142297164576821 +-0.7842022132407662 +-1.8730989500882196 +-0.18055945851707578 +-0.4422916700715338 +-1.3521675364080374 +-0.8592830888097696 +0.20155230154803183 +0.02422724118034547 +1.369240713963476 +0.5970635437455882 +0.33723220303635393 +1.43567746210087 +0.0824518768331377 +0.7910123315772406 +-1.0414466969565594 +1.3985110326961419 +1.6668972712263566 +-0.425991642286875 +1.5231046766854328 +1.465500437795706 +2.3799620401888983 +1.731091314869506 +1.84237005000546 +0.18970015387641181 +1.1072743861408678 +-0.05847649386955589 +0.5361917647472869 +-0.7284848778758308 +-0.09826259628236533 +1.201198806219415 +-0.8161304304029853 +1.1129483820592319 +-0.005596915209368447 +-0.3991472130926619 +-0.24813686700540338 +-0.22612992772726792 +-1.2447141812519573 +2.1512844163411193 +-0.775740450837535 +-0.051324980413232746 +1.1871447561513238 +1.8494811652396823 +1.2250792514725475 +-0.7928195251057113 +0.9894411668246926 +-0.4330481072893082 +0.7070738720327798 +1.6014301759350063 +0.10346191630230428 +0.04999883446531994 +-0.4696467983145556 +-0.24578581750007245 +0.4512691610492321 +0.5927256002323166 +-0.46326248861782093 +0.9891655646466456 +1.6173855655968175 +1.8935671788360027 +-1.425691278613727 +-0.29702847269240706 +0.7409060801920584 +1.6042537286703027 +2.328196091603274 +-0.5463686336372835 +0.25812621737163965 +-1.5528633390316962 +0.32558041095628143 +-0.5071741741297549 +-1.5859481224997072 +-0.2187466337964774 +0.42022019760058127 +-1.0942766729752622 +-0.5542466962794099 +0.6808012481467169 +0.5686335739601867 +1.707893874786409 +-1.740482047139823 +-0.6933217051403393 +0.1795651701960579 +0.5914233186294885 +-0.37653886219156685 +-0.7338674414867528 +-0.3374462321173728 +-0.4018054504548578 +-0.2284166501337488 +1.6719391241558892 +0.7581495921885733 +-1.1478882710413159 +1.3793238763087767 +-1.2447141812519573 +1.1651819640444399 +0.6574918011001072 +0.04435653988282051 +0.6784708395473102 +0.5778312206195338 +0.5228645459030581 +-0.11705518432602924 +-0.45336517442422175 +0.22818488310470197 +0.7238145646430929 +0.43353252452311786 +-0.4063004544386415 +0.0935637684212538 +0.24837316092337058 +-1.8180100345031243 +1.878819932265572 +-0.35944093647686515 +0.5241401958354339 +0.8994499743678082 +-0.16600874033258406 +1.4713010298215519 +0.14390449766802016 +1.2966556411832866 +0.5506225203468943 +1.9513249288847798 +-0.7030522687595406 +-1.3252531680903215 +-0.5375389948908469 +-0.3657177614331184 +-0.23109545719914237 +-0.2901653522371288 +1.3202122031509056 +-1.5145806314256351 +0.9854909089786493 +-1.7108490691697413 +0.7290460013225348 +0.09975715129412488 +1.8031806819822673 +-0.8506405667856123 +-0.2615372407271248 +-0.07515046949552784 +0.3126352054785919 +-1.4950796492681724 +0.7602614635505647 +0.5533610364356915 +0.5944271255903206 +-0.8048583564786715 +0.7509144451305683 +0.7381344509464747 +-1.1670237652870277 +0.03858626576021407 +-0.06212970695207143 +-1.3034923068321052 +-0.3116636786243123 +2.326521854977662 +-0.43380607679344285 +-0.9695418159904603 +-1.2387181260279678 +0.3127298379810035 +0.49860749503753277 +0.6027456338065538 +2.0466518146912973 +0.08656021597970742 +-0.6038054134349278 +-0.797713522432496 +-0.2504853576655597 +-0.7595530209908585 +1.8863047520656697 +0.4864056413712128 +0.09425847798096276 +0.9441799499691377 +1.9488411122886704 +1.1278371083853842 +0.11772719590436065 +-0.7622537671760339 +-0.373368483562706 +-0.23264261184672463 +-0.24813686700540338 +0.5392204499123505 +-0.1997161261790441 +0.8143247382465821 +0.40141856317188007 +-0.0819598706881215 +-0.6039877207244502 +-0.6369569107830066 +-1.2347605385550848 +1.027974961680616 +-0.2762094854751349 +1.4926397613363265 +0.14504375806307657 +0.30834282237302046 +0.18728630467929164 +1.154592481297795 +1.7069682938331696 +-0.703221698886604 +-0.9187993885821217 +-0.4356045787992493 +-0.730376448715367 +-1.119094725395293 +-0.15472363289038893 +0.654313155939904 +0.3561398826508855 +0.5633245108905583 +-0.29480551904651753 +-0.5398021400116393 +0.6843836338707767 +-0.4186549374722597 +-0.6019210347754866 +-0.9696146736599605 +1.2216389403591705 +0.30260903388716365 +0.3091509003179935 +-0.4012878366351622 +-1.01752294537559 +0.5544239681247634 +0.176778205097343 +1.273778500865509 +0.8087873842680829 +1.4873383428074831 +-0.9437879944496352 +-0.5847139195674653 +0.6452070741672052 +0.021124420554593737 +1.5331796234034933 +-0.3540770446005497 +0.9655437060238784 +-0.8966569167253666 +-0.4805441448179708 +-0.9032591980874958 +-0.7635924766494531 +-0.8204379722365356 +0.26772055738055944 +-0.6122199071051122 +-1.1349331337145598 +2.2638839999673324 +2.3479992360161765 +1.164627549454091 +-0.18777897706952462 +-0.06971737227675279 +-0.597941671357989 +0.9860578980935676 +1.294618927598621 +-1.088160434956867 +-0.7995755581609825 +-0.46297191152763806 +-0.006847590130461434 +1.3488503477444593 +-0.19396675586425793 +0.08211559150487302 +1.1598299220058554 +-0.3740282687121663 +1.4166988739973188 +-0.6950895219268542 +0.7386963804691821 +-0.5162420167304622 +1.5570704193404583 +-0.6615866179721055 +-0.4504725770190021 +0.055282953185327166 +-0.9188008525035503 +0.5215493448410777 +-0.6455506402379274 +1.3965750968682176 +0.550450690183953 +1.134900120680177 +0.5819409959420168 +-0.23497554553147348 +1.5890126709955876 +0.40541167792106325 +0.017584063491939306 +-0.9534874091208925 +0.1225860237724774 +-1.2599810266403877 +0.48246019885821 +1.1920387379777284 +-1.0199841074828055 +-0.49861346740174306 +-0.6234912953483318 +-0.8872888228954261 +-0.046952239761226755 +0.2126112653481822 +1.0979582875309666 +1.6602643463485243 +0.4091967946250086 +-0.766149974910024 +-0.5160329858091373 +-0.771290457315603 +0.6114776991460618 +-0.23453689811916267 +-0.7643232496636225 +0.7925423172205477 +0.19685330439410387 +0.6798238082499357 +1.7961564214257342 +-1.2369139002594223 +-0.5281954293192592 +0.8574006039491213 +0.9796504275959571 +-1.2267069874823642 +-0.10973110936574271 +-0.5998466526804085 +0.6504623785609086 +-0.030618525060013946 +2.292447073573293 +-0.09659402834684361 +-1.6813504759928841 +1.8956499684649712 +-0.7806032569223194 +-1.2179114448310278 +-1.4009818278092852 +-0.4586065375635495 +1.4118993876397368 +1.2383591158303093 +0.6354984986426021 +-0.19939527202448604 +-0.25472484547649676 +1.023035930925197 +-1.4572047782248523 +0.04315972529015766 +2.5055943653066968 +-0.6812085568696327 +1.2178393403043455 +-0.29035642222214486 +0.8233972380620559 +0.43985006780324176 +0.34205772335422413 +0.8590391537726931 +1.8388589909001518 +-1.1372984994686515 +-1.7368757259855025 +-0.4437710122585512 +-0.6253858517475279 +0.900130257186052 +-0.9336375907059635 +0.3137713394514108 +0.9956855493808733 +0.91025511352686 +0.32557867491691317 +-1.2090709352615974 +1.062327751828164 +-0.4229804794762524 +-0.007714440721702243 +0.7044194779941819 +-2.067183120886181 +-0.3063080278534096 +-0.6792086918187648 +-1.6231344757203485 +0.6304247433075975 +-1.2447141812519573 +-0.6359251053627422 +1.5268075505925776 +-0.8867659503916105 +2.101646483531804 +-0.7111164954747793 +-0.5889022154696641 +-0.09278756458033155 +0.8670978447429829 +-0.3901204084315193 +0.998778016954297 +0.9103707246075246 +1.5176710140612455 +0.12582158664709686 +0.1799107026463782 +-1.1795732949471727 +-1.5963300642664564 +0.12437439296027586 +-0.8160410556664666 +0.6773205724458614 +-0.6302616487971402 +-1.3262204905236852 +-0.3610768878976862 +-0.01786410988284226 +1.9958374544577249 +-0.07550231550101172 +1.5473553559958462 +-0.37837918266979864 +0.9646915407290884 +1.3131096227618273 +0.45789410173216316 +0.28594070184906606 +-0.4688634621105925 +0.7306664234717193 +-0.9030842030166515 +1.1171033108522472 +-1.027146325934275 +-0.7823174896900704 +1.1612256045325924 +1.2829133281434766 +-1.174690259298331 +-0.5714929588358435 +1.2543269949815772 +0.04327150713615868 +-1.2392130656253622 +1.8169433837425621 +-1.2706429425492562 +1.073115477266306 +1.785266277096969 +-0.09714326895783465 +-0.3648408148688749 +-1.0923192923611962 +1.3208140552775385 +1.6210894085738243 +1.4494709096132585 +-0.41277828640670133 +-0.5984333272455353 +0.17401029724094585 +0.41421594567369246 +-0.7500874272659821 +-0.42090822623492974 +-0.3917710803651506 +-0.934137215657789 +0.9315048267266717 +0.4010442273471553 +-0.7334967114528987 +-0.009128513967001206 +0.22137343501077322 +-0.5530555838066646 +1.6372944675017351 +-1.0843930777945625 +0.6858018603668352 +-0.5523854326024529 +0.2329432464874146 +-1.4454593675527245 +1.9115367956673976 +1.209227453979465 +-1.6442016841767322 +0.10601693364498099 +0.032352680646778875 +-0.18650257555366334 +1.7280567810898988 +0.5401896097193915 +1.9927567682386256 +-0.00635369148733167 +-1.4801977528978492 +1.4007376023592306 +0.983400460938997 +-0.948582598045556 +1.4096665819007304 +-0.5247928674843731 +-0.7562451860629202 +0.8080690940215315 +-0.23453689811916267 +1.2358853224361819 +1.8620717848283426 +1.717644565261726 +1.476399480070928 +-0.2038914443812525 +-1.572706914507252 +-0.8926400262072993 +0.3972715271749505 +-1.1930235160105516 +1.5167872151876591 +2.037392553839119 +1.4982699232654624 +1.6642606114784297 +-0.5918094014421322 +0.2638265605828247 +-0.653938691481186 +1.2057926732487543 +0.8486148712093078 +0.33497128508509144 +0.29217609736444383 +-1.0984294654364282 +-0.7099606824151159 +1.2470259548975584 +-1.2984227029482465 +-0.10150685391709113 +0.6396190563502177 +-0.9308797953399022 +-0.9893722442793533 +-0.06514228471696426 +1.081647428004434 +-0.2091465067808309 +1.0588950049712849 +0.49565259667650086 +-0.03644599215028044 +1.1263964613742734 +1.5769967584427371 +-1.3656441342746015 +1.3824949396565598 +0.8009119907625303 +-0.8048723143905752 +-0.17841531420995826 +1.4150734508503167 +0.4584422159715502 +-1.500991594824704 +0.7645924244032941 +1.4233281537893796 +1.7578311623609777 +0.4478010876146272 +1.3626453688507345 +-0.8892882044115156 +0.2879413091076666 +1.6297898394603112 +1.453031577170424 +1.173651370982541 +-0.48869013510489956 +0.2619104731022319 +0.566149926623444 +1.2983960962220478 +2.3311961702715225 +-0.29803435730115435 +-1.7194485891370526 +1.4133514309878898 +0.9254000484836328 +1.4602479093163003 +2.127102339410952 +-0.5878252903977248 +-0.3231169273879222 +-0.1213069373064728 +2.6604703810121064 +-0.6989350102737923 +-1.3215399700065393 +-0.5656313459449669 +0.5903511885834731 +-1.0756602381500453 +1.8428366305464963 +-0.20267283751733456 +-1.1088853952503148 +-0.6497755715992037 +-0.13675513203831957 +-1.5511255117591147 +1.4621943648835 +1.1595402837157502 +-1.1610717338792138 +-0.573072408985327 +0.057466811163839004 +-0.35704158237017203 +0.06669275140825981 +1.1497624501770662 +1.068519309671761 +-0.775859933722632 +-1.2527093547680737 +-0.6592575803717271 +-0.43160119095119187 +-1.1006487710854438 +-0.7079235665761081 +-1.09044775900429 +-0.28157959801519117 +-1.0519458900681655 +-1.4194675690112428 +1.025293061521137 +0.15875208430150178 +-1.107536063755736 +1.0533089930322665 +2.4739153713176094 +-0.958496339911534 +1.779316001074117 +0.7035329343373156 +-0.4541090784287407 +2.0079204661938492 +-0.4458704560671314 +-0.6717051283708237 +-0.3960734018456129 +-0.4975774042944743 +-0.8606781643948704 +0.9799292460037125 +0.6861831673481806 +-0.6102885685912185 +-0.01709921815333937 +-0.8662342053344607 +-0.5687724271164336 +-1.5713952251148762 +-0.9244888547141199 +0.39272940743452267 +-0.7172231801655464 +0.2480061948582173 +-0.7054731733405599 +-0.3553426238458359 +-0.07832738299509034 +-0.28436244094979957 +-0.792171291539044 +0.263014494126357 +0.8745415628995528 +-0.4677661761714964 +-0.8246926844676048 +-0.18749515281979723 +0.569092854357689 +0.994660480454269 +-0.8325269259716015 +0.4307140833451746 +-0.5608749552514298 +-0.5847139195674653 +-0.840954189707128 +-1.1091520001159123 +2.8172285488625857 +0.22649778659144149 +0.38570040605969136 +-0.6881714188096149 +-0.9414230564381472 +1.1590312413657602 +-0.5161343372961198 +0.6481839080136006 +-0.07417355099302636 +1.2820845860123438 +0.3188778970127628 +-0.09454730020464241 +1.2010051007655114 +-1.6309641476191314 +-0.6331689193312517 +0.22590746541872564 +1.1743604820043076 +-0.30880845068106133 +1.7453991082529878 +1.1333123349809284 +-0.1149793829090473 +1.3945453060204274 +-1.026129120316001 +-0.15953343625848615 +-0.5378024781520143 +0.4100219838779986 +0.22609853193613616 +0.5236180707409337 +-1.1406956927737995 +0.16329558888110518 +-0.08408824499366752 +-1.4630686705271414 +-0.8467930511983075 +0.1016578339680636 +0.33375554026222476 +-1.5134753980597584 +-0.7417137996922467 +0.230475376213231 +-0.5656613461074411 +-0.7607549600078014 +1.195931717111301 +1.4081978848784362 +0.43671716711345465 +-1.207475499761866 +-1.1077720334434702 +-1.2179114448310278 +-0.12226857567773708 +-1.132414023329612 +0.4359283313870139 +-0.3921292975210702 +-0.10106425701302202 +1.8604386296648316 +0.25093654489529893 +0.934091806814684 +0.02129282912664232 +0.40288648608758404 +0.08471949489342712 +1.2997350203192053 +-2.0312951783480395 +1.7818272027552544 +-0.6137418082260642 +1.6785995742161033 +0.5475534686242066 +1.6967174845478425 +0.22997700891477169 +0.26184592682678764 +0.8047771741596665 +0.5449118392931864 +2.666995296457473 +-1.3973502396107123 +1.389323596463164 +-0.7741895875696747 +-0.3823231170865513 +2.007184222017378 +-0.12279919251074878 +0.5997298551945768 +-0.6560016437370206 +0.8505206547408326 +0.33045947155392486 +-0.26955662797378777 +-0.5998215331324881 +0.4643703980370688 +1.5200109445175045 +0.4596918543966819 +2.1746656685939936 +-0.8630215833145634 +0.49899410628986685 +-0.43172961861834036 +0.36278917609100203 +-1.0815253500405133 +-0.36225814918711596 +-0.6801136841908659 +-0.974296002036297 +1.3809660445334904 +-1.236299106864356 +-1.193035562639907 +-1.1643079317367684 +0.6206892257040272 +0.2302962238322257 +0.5092129366932736 +0.9550868982770513 +-1.3903611996259493 +-1.4724151932395741 +0.6749962239708527 +0.22069749065447586 +-0.4217707496892509 +-0.24813686700540338 +1.51838642335205 +0.0237319036531789 +1.2034236937535225 +-0.2532397575346099 +1.440638108084097 +-0.8722745120051292 +-0.43574059335837045 +-0.10150685391709113 +1.1957942548426375 +-0.38656984642431436 +-2.190817116874806 +0.8712444363631445 +-0.6556845797767321 +1.1654432954908456 +0.2947553944986645 +0.3043899401977175 +0.18067650140340175 +-0.8618390962448708 +-0.16852511891524924 +-0.5775341268858212 +0.3114691732577226 +-1.4695517911542229 +0.34735351156219707 +1.3766078628276632 +-0.5723605326991643 +1.390546329222866 +1.881265995197313 +-1.3473198563913236 +1.5903165749754875 +-0.8903323528921645 +-0.42765900321355477 +0.12838604134477727 +0.1640743838144405 +-0.6378751196402102 +1.3378654310591516 +-1.5140652573205944 +-0.7843257645748987 +0.3536877195469339 +2.1553626403859667 +-0.4208940463886821 +-0.8617744212758385 +-1.2010818931417149 +-0.8239068740931905 +-0.10963490351133465 +-1.421024261156411 +-1.3493027137524034 +1.2562199183376077 +0.6320986139845967 +0.3208632007772687 +0.26636272568533603 +-0.6318182452098122 +-1.0794806770085634 +1.036634456754146 +-0.9846544999005638 +0.23440886614317202 +0.9022416432369413 +0.3674974280621024 +0.3887447794527987 +0.37129595309081154 +1.0326354436569454 +-0.1733276075372634 +0.25358168188127617 +-0.031900194745126065 +2.2245250385289945 +0.41259924021687366 +-0.5274711941767085 +0.6965025038680938 +-1.1597079794971894 +-0.974296002036297 +-0.19966335102345956 +-1.4481956617638387 +0.7651607597621705 +-1.4211037140839988 +-0.29789644059593146 +1.5757185174422783 +0.537699862276257 +0.5701541543634666 +-0.6234912953483318 +1.0011754195454023 +0.8841638739460966 +2.1397032665328126 +0.0859221558137937 +-0.29112093687250873 +-0.10150685391709113 +-1.132414023329612 +1.5110313106157962 +0.32277821511352567 +-0.8108994584292872 +0.10891283069169555 +-1.0341353874425756 +0.10318540961784683 +-0.5543995959934953 +1.4532072030994658 +-0.9712218304545581 +0.9404379434649834 +1.2863543049239456 +-0.2708539058976167 +1.6971033396480337 +-0.18242165146687195 +-0.08366736565736432 +0.05150888094149564 +1.0366310605400268 +-0.9601967571342731 +0.6406473018209545 +-0.006125491232792379 +0.4305534882041484 +1.6759971449846462 +-0.01786410988284226 +0.6035135069500743 +-0.14600397080694738 +1.766661068043375 +1.7853061596911635 +-0.8305643201958397 +2.5591508901102586 +0.7330229581940778 +-1.1610717338792138 +-2.3585455915494293 +0.5514885926586686 +-0.9549266867965656 +-0.11414223394231016 +-1.4481779511789694 +1.0329548235791963 +0.2776780542402988 +0.915237489803807 +-1.3951634567950204 +0.415703417234061 +-0.49861346740174306 +0.47187954299095836 +0.12984881252273772 +-1.320601630985603 +-1.206847432358838 +-0.9774488778519934 +0.14876676321372462 +-0.4589932154430709 +-1.8406475675828669 +-2.032533982503609 +-1.1044925086247865 +-0.2950371882398648 +0.7362948097854463 +-0.44113301583560727 +1.508634874410536 +0.8170036999254421 +2.0256350330003228 +-0.4831264373525228 +-0.6406211656456924 +-0.6147725439330787 +1.1129937278385587 +1.4983135936801426 +0.7509453883152903 +1.1589210355509978 +-0.5048980231158129 +-0.628388180119418 +0.5081646180718082 +-0.07417355099302636 +-0.46326248861782093 +0.68849580471281 +0.40259329621914386 +0.1338899710460748 +-0.018073931770486107 +1.4142696785987454 +0.007908713951284785 +0.9746402591250347 +-0.696343284820083 +0.638803546113242 +-0.6294548664029442 +-0.46326248861782093 +-0.777612837277385 +0.18143733201431345 +0.5421821741789353 +-0.6645199338481926 +-0.6099548792650709 +-0.23752856585831705 +0.6157171685030906 +0.2618975654014084 +-1.0193048347938076 +0.22255405364550884 +0.8983957694091805 +0.15732828121767417 +1.1361929833308981 +-0.09825721335795112 +0.453189969286933 +0.3521146683445857 +0.6575169160325155 +0.41463290054927526 +2.1143043433879827 +-0.6822826939766362 +-0.16645901712833244 +0.5831978830009806 +-0.25606049676866416 +-0.6357572096747963 +-0.6839697861653369 +1.5244700225007533 +-1.3761172526857128 +-0.32526429347810737 +-1.0308206821940578 +1.2020270567508917 +0.23277508450298812 +-0.686656992337211 +0.1667725966264162 +0.7978123969487675 +1.079351098731778 +0.37510802987749803 +0.3800375040964217 +-0.24351825770298752 +-1.0977652330418117 +0.1080167054222485 +0.42269588786369505 +1.3126129080243634 +0.8356731841842953 +-0.7556748126302921 +0.2510175823937617 +-0.5375389948908469 +-0.7743530252052679 +0.1969680009606587 +-0.16855567175835406 +-1.1641701004904548 +0.17736156366911238 +-0.4984831956658595 +0.16859098743162693 +0.7379654501059669 +-0.021253172805684395 +-0.4073912835200171 +1.948833423491327 +-0.62730898544088 +0.6932982357173374 +0.09864674498359793 +0.39132962965348694 +0.2361261400219654 +0.20466144391893115 +0.8281969074319996 +-0.25301904459863755 +-0.8025253099984753 +-0.4227292865496781 +1.2630424846617685 +-0.24352753066291677 +0.4915864255797371 +-1.8791912667462694 +-0.1233538821913851 +1.1343134554524688 +-0.6207197560894355 +-1.5418797853081505 +0.6282899176674032 +1.0858714522588906 +0.02708922606212205 +0.6934729546921382 +-0.7216748667668182 +-0.559120967613796 +1.085534163060276 +-1.421303275923716 +-0.7418706259612862 +-0.5686798576184613 +-0.9700852401201965 +0.30580183106822934 +0.35753731628268426 +-0.25211807488559845 +-0.17959039482635353 +-0.21385126595347592 +0.6152340057507645 +0.0485242597471216 +1.051729526965163 +-0.5264821940097362 +-0.7541663570485773 +0.45806066503477294 +0.17510678343055308 +-0.07095382448690435 +0.7175206468331099 +-0.9290925513254911 +1.1485481189979418 +0.6558412340775129 +1.5402644210185354 +-0.4502410854414627 +0.8571677886716538 +-0.28391016108929423 +-0.5079045381390108 +0.08975690699331351 +-0.7506521603164662 +1.378707081492942 +0.2755371267514197 +0.08447130001213843 +-0.4684843495214388 +-2.092337071703045 +0.47305626035957804 +-1.1160404915510396 +-0.49861346740174306 +-0.9371805117642695 +-0.6364800840285214 +1.0647578952860968 +1.2281909643677165 +0.8444128008017289 +1.8360153735066513 +0.16378424547773607 +0.9105308563719338 +0.6838793115922133 +-0.7823174896900704 +1.6595177169069069 +0.877075576426146 +-0.7878740444464671 +0.467319357113543 +0.011614997273043715 +0.31416122541095626 +1.1169417229083893 +0.7425156125797562 +1.186585671095031 +-0.9321080175232364 +-0.5226265152347878 +-0.11153994889154983 +0.5295906786413378 +-0.10888583802749352 +-0.5883614081822583 +-0.3656038141111022 +1.1654432954908456 +0.2786092306861987 +0.13914192562821426 +-0.449158317688356 +0.10810556870825616 +-0.9021729739536657 +-0.1771685632761626 +0.4127734367546063 +-0.9437879944496352 +0.6754857336197336 +-0.46288114298965843 +0.7242419273984967 +0.5707709671076736 +-0.9727284128710656 +0.1240769659029306 +-0.6670464897114432 +0.036896626665990695 +-1.434127216003546 +-0.6158532592254182 +0.854242701431446 +0.46280758814725953 +-1.2031512651097065 +-1.6476037055514647 +2.1265481235711943 +-0.7044771346350294 +-0.8920488188102229 +0.29436936756170695 +-1.1653578113468444 +-0.07536219522000853 +0.24956058431534256 +2.2057514537547154 +1.3668598154640093 +0.3891092926859878 +-0.19615419766963238 +0.8335377199617706 +0.868921139803692 +-0.8411373675489802 +-0.2359826804333227 +1.4348102002301635 +-0.06114937162448597 +-1.020090675237532 +0.3820487289550243 +-0.6609062192546629 +1.246773407979198 +-0.7609103591607604 +2.981789485665802 +-0.5821307366932691 +-0.6432028170617292 +0.6705992069545145 +0.4174599185673993 +0.9702503047881013 +1.0086356049129976 +-0.8381188508734432 +1.1713960045166016 +0.09592210776559473 +1.3362816268364974 +-1.0946153164891943 +-0.3479975613215367 +-0.016101464249207442 +-0.018228438734126273 +0.2525694327044532 +-0.42586271427585154 +0.10741287405464472 +-0.9648854348186415 +-0.12718081619838895 +-1.7358789125284961 +1.111053999384779 +1.1973120404218243 +-1.0923192923611962 +0.1634034144908849 +1.0868878508755435 +-0.798537180655164 +0.6690634653319676 +-0.810498541959024 +-0.11153994889154983 +-0.8817527126605815 +1.580952366135458 +2.0167693267792046 +1.3731739315427123 +0.18824172529544225 +0.7617938316010746 +-0.05443928155649358 +0.1428537483213912 +-1.2441483317807818 +0.5839879065144994 +-1.2223832089203477 +-0.7907110753378157 +0.5551030149359569 +3.22102174775991 +-0.6816510385246219 +0.3684678763921121 +0.27930496085775913 +0.14248697885218808 +0.21014598096592652 +-0.4208940463886821 +0.21193882719906787 +-0.40981674771637455 +0.683510789941003 +-0.5763689438820874 +1.2760278359516204 +-0.24695832858398625 +-1.1339149340828978 +-0.04990957729655032 +1.3983803557131873 +0.5115330729444971 +-0.6632104582082603 +-0.8964009782715949 +-0.32692948265158916 +1.1981792765033203 +-0.04990957729655032 +-0.82875689626004 +1.4247964338767332 +0.048183357831327545 +-1.9295641085173132 +0.21174375743330298 +-1.1136023079006596 +-0.45524040802839205 +0.4939635377158902 +-0.03271377909716322 +1.2638387080660292 +1.524918155880572 +-0.7210923700900647 +0.20173367606913928 +-1.0052644188266873 +-0.1655869119560074 +0.5103104166635226 +-0.9390513584037878 +0.3800261464378949 +-0.6200888577880399 +0.6731028396655825 +0.7181074276089439 +-1.2187236384268336 +0.8218622625898705 +-0.25302751926207123 +2.1344264912046054 +-0.24926536741395267 +-0.1908540946495194 +-0.6089298285994607 +-0.766149974910024 +1.4598042138302059 +-0.31271527605575233 +-1.3405549347874774 +-0.67067654302261 +0.4813135247008449 +-0.20915138277435608 +1.6044246415283099 +0.02243551816800271 +0.5621364673648733 +-1.0056213977876103 +1.4968225466878042 +0.06468070185045693 +0.7689744374102937 +-0.5146774628658404 +0.8239363291600019 +-1.0202495323161898 +2.006241041605453 +1.1343918736875809 +-0.31487608180857807 +-0.7968627765793437 +-0.9448477684168137 +-1.1164939764217243 +0.13361011588278804 +-0.44234688014228873 +1.0877859011544402 +-0.06187420275165678 +0.9770177316385554 +-0.8150133128425237 +0.9579381180715458 +-0.6318182452098122 +0.800880897955872 +0.14263422398821723 +-2.016415133655668 +0.46113826966443305 +0.7107256996633285 +-0.6725996150171116 +1.4712640336726364 +1.653330422630482 +-0.07614439924795269 +1.3845371874622683 +1.35837196491471 +-0.24255911332223756 +-1.4096568263151037 +1.9454332806622807 +-0.8850945343894263 +-0.6359251053627422 +0.41410421309199075 +-0.02052075679885834 +-1.0037134258721128 +0.16882049422533485 +1.4633298306786724 +-0.9945398896759945 +0.17243798745618388 +-0.33310712461370473 +-0.8618390962448708 +0.07935018309656527 +0.27546110768879895 +1.6518769082282403 +-0.822921661576413 +0.09483347296176325 +1.283228260246765 +1.6388424220349276 +0.07340097386296862 +0.4301956045224651 +0.8655207146772835 +0.05679676388482302 +-0.5076168686041698 +1.1236340815942842 +1.471541856996816 +0.32466600019418435 +-0.3952411979126982 +-0.7822116350014803 +0.06787676947109667 +-0.48828715466234596 +-1.6175335052577455 +0.36794483608035744 +0.10787255418345176 +-0.6020561292044861 +2.5679374626325204 +0.21706975949695595 +0.8885104226115135 +1.8907224652153858 +-1.142369914153141 +-0.6100519607511912 +-0.8239068740931905 +-0.5359603166891576 +0.48248545241445573 +-0.4875685590827621 +1.9086586215661514 +-0.3228020023427536 +-0.21115277996603932 +2.134262195831892 +-0.2282859641666346 +-0.29594834174411644 +0.08381032970868674 +-0.822786732396408 +1.1611840980317982 +0.4556637929788203 +-0.06795273939065027 +0.20741336628099893 +-0.2777387069035102 +-0.8722745120051292 +0.6195098082843833 +-1.5232139004338168 +1.2378823400825159 +0.9288069575566339 +0.472230763807175 +-0.7254727298130084 +-0.3099559944109216 +0.36278917609100203 +-0.955465306420989 +0.013392988424278718 +1.1224912422196787 +0.6424484086713961 +0.22521039048602276 +-1.0238322614878672 +0.8689634729680563 +0.7717744023888324 +-0.8902659977058771 +0.7680945817723898 +0.8433467739537321 +-0.5776190509777981 +-1.1686771319533904 +0.8252028948292504 +0.9269849219050404 +-0.11771361615710774 +2.6226325444856853 +1.3521352207259174 +-0.7548053629727065 +1.4145053851431513 +-0.05218300329932335 +-1.0653719571384557 +-0.6294548664029442 +-1.1315630633700453 +0.9485888810176176 +-1.2764868140713908 +-1.3630601170093974 +-1.292796057000707 +1.2283180044630218 +0.08385911237499322 +2.338086350773915 +0.3228431092951949 +1.6929022854281472 +0.2688889269465029 +2.766089772715067 +1.3797496234573796 +0.5033307133207803 +0.5150370024996844 +0.35233029427788787 +0.2735125668631806 +0.3851916492566949 +0.4193723487739489 +0.11817351386041408 +0.9739198860967224 +-0.4890633479129882 +-0.742359965232523 +2.5523206757912296 +-0.41486290379071966 +-0.21005358385981232 +1.3279613039637301 +-0.23356481833017972 +0.1599775517806279 +-0.994205188712656 +-0.8774271490002612 +0.566149926623444 +1.3078856754529267 +-0.495713758346924 +0.41530878609295474 +-0.806010621602457 +0.833925824713814 +-0.957634601648665 +-1.132414023329612 +1.754346123158379 +-0.040035840994946836 +0.9334147934653563 +-0.10271032923089618 +0.09592210776559473 +1.2086117525388278 +-0.9021729739536657 +0.8661429400338039 +0.8062110424940903 +0.5472292825280589 +0.3390727667851299 +0.6206124585697768 +-1.3318424724724094 +0.2591853846098795 +0.11723155813468344 +-1.2179114448310278 +0.8936098357018293 +-0.29129089360697646 +-0.9365856396590704 +-1.3803754858345265 +0.4347780428140695 +-0.014697275447908664 +-0.4228539513499483 +-0.6839697861653369 +-0.6792086918187648 +0.017269194282034883 +-1.940756944649613 +0.6771207743572663 +0.6535882088195359 +2.4869469517815705 +0.6272041995260876 +-0.36488722325804157 +-1.0824042791770265 +0.5832330207661742 +-0.9195558026693924 +-0.729303902340926 +-0.04388676404542324 +1.682163145511737 +0.6151386752060003 +-0.4934910926814988 +1.475156343723776 +1.0746819966145749 +0.2395557248831779 +2.2580306089594724 +-0.05665314746952377 +-0.615788716451809 +-0.3091040525128994 +0.16280323051142864 +1.042065485291774 +0.5400203388048657 +1.0435402222104062 +-1.031359423342438 +-0.5490997202360053 +0.23300906653108755 +-0.19165212046314095 +1.0947471165660703 +0.6321617984851502 +0.7134273505390051 +0.6287644009550577 +-0.5666150812023656 +-0.3450784554152073 +-0.47491453504590386 +1.8993956491294721 +-0.18714810520009872 +1.436350225005163 +0.44995771446581 +1.4627853522984215 +1.0810209953296357 +0.8972652599375587 +-1.0635788909345323 +-0.2784661765254164 +0.5713228358525134 +-0.4849746570236324 +-0.5958082478283104 +-0.14368559702617456 +-0.42049630220848067 +0.16018188664828248 +-0.6340131111177809 +1.2776728574281198 +0.3477810163876216 +-0.7189957154141122 +-0.3246153966259775 +-0.5939806257978757 +-0.15400692418063522 +1.003080459812203 +-1.544997167538831 +0.7085178943569568 +-0.9307365909700935 +-0.43330491652662473 +-1.3561024277932063 +-1.1127144023899633 +0.40070186717876566 +-1.0143518510097052 +-0.22286615590127967 +-0.6527361369249254 +-0.6579174819013891 +2.2819326635802595 +1.4327741047540652 +-0.6495008462402756 +0.8783545097230016 +-0.8430441437993121 +-0.8283589995552292 +-1.075106851805273 +1.0356395308566957 +-0.6659895315690425 +0.8092957643440715 +0.2626078122776423 +-0.49861346740174306 +1.7331582961053653 +-1.060942492084963 +1.1036309780333298 +0.5159950355873792 +0.9912208418800763 +1.178575730563196 +-0.9932682686109542 +-1.4733346872213093 +0.2859266343030351 +2.417903363508753 +-0.9010011827681985 +-0.6099548792650709 +1.1180394960174076 +0.9275758214872252 +-0.8165586705459156 +0.0352281975166604 +1.2690175191466748 +1.12751288838543 +1.6172871675799836 +-0.698149919034442 +-1.256055196767247 +-0.2622973881892381 +0.8032454210680737 +-0.036529699012853856 +-1.220616752921025 +-0.4493907881426449 +-0.30089357717564 +2.7173946831359164 +1.099346470904939 +-0.9501904643159855 +-0.9411698653886418 +0.18489335598351797 +-0.48702629377470585 +0.3239861751528861 +-0.7348891891624187 +-0.83625225022699 +-1.0942766729752622 +0.3702944272998556 +-0.7621138690021245 +1.0969174006702294 +0.6013599913241322 +0.807910481214158 +-0.7957307076768416 +-0.3933604051808739 +1.307357880836515 +0.32901212868072705 +1.3521072048232154 +-0.8470493393812599 +0.3656883935166124 +1.0224732143152573 +0.0023360078171308363 +-0.3281275713688734 +1.4126140942092507 +-0.22592069272010784 +0.28594070184906606 +0.6871471643697487 +-0.352791458653533 +-0.6038824069872841 +0.009925626316252822 +0.3416428985312019 +-0.9527954254288209 +-0.6072921308232051 +-0.9974994178102301 +0.53323702229974 +0.4004351678933349 +0.7850280905773461 +-0.5583572139906134 +1.0283586162192708 +-0.17921825879753706 +-1.2425550294109968 +0.25238930440115914 +-0.7181595074068563 +1.1909826353910047 +0.26883509966570607 +-1.5418797853081505 +-0.3799379622057377 +-0.7773383279100481 +0.21229247533870077 +-1.100166666896978 +0.48967230200628653 +0.03793714300744666 +-0.8852516560101245 +0.6411846389706767 +0.8832081480669961 +0.5774696194377236 +-0.46467518935490637 +-0.5208212752693309 +-1.14073379420721 +-0.927380798399662 +0.2919085493820117 +0.03451748904209562 +-0.4076852056023055 +-0.5377281877014848 +0.047850244662297925 +0.8807404041734483 +0.04657561917219377 +1.685231939541464 +1.444562377483044 +-0.8239068740931905 +-0.30425851403553605 +0.4817102784889715 +0.44702022090994076 +-1.4950223022261888 +0.8284292049393243 +1.3239788486880002 +0.7570516728613674 +-1.1893334367878945 +-0.8514843855751788 +0.4802357796635035 +-0.12974738455309165 +0.020841660511428772 +0.21509479462714687 +1.492309646128014 +-1.039356733384454 +0.8419042231994767 +-0.12869654302103317 +-0.5099825423629716 +0.9751562943289546 +-0.5696448230376803 +-1.1084146367946393 +-0.22824841532335505 +1.5664944486190213 +-0.6599991200540682 +-0.6365759093550121 +-0.01786410988284226 +1.9758341777323758 +-0.08078767754373728 +-1.4724151932395741 +-0.6335334979482978 +-0.7760474910385156 +1.114524829897456 +0.3910152890384624 +-0.9647207349345683 +0.5153927445152859 +1.5643747127605456 +0.18208389655004686 +0.5238821005844523 +2.3900707915433026 +1.081746179507847 +0.8306380134184407 +0.04938520490743592 +-1.2531899943551135 +-0.8489722244460587 +-0.10369159719321575 +-0.512127468560996 +0.22874597232124372 +-0.9920329008222504 +-1.3176569239263596 +-0.4206530064123837 +-0.40568556078914564 +0.057771414270207266 +0.4883599029424808 +0.5171001951937282 +2.506451568999323 +-0.08086435070696396 +-1.1660266422908887 +0.3097938386406185 +-1.5285971400000655 +-1.6110010227020524 +1.9827614665468911 +0.3277563378248709 +-0.6599867779574831 +1.533441724328627 +-1.0476214138987696 +0.5667903348205597 +0.35090080191365836 +0.44334914779781376 +1.0669359664424636 +-0.974296002036297 +-0.498772929987507 +-0.6156030719864989 +-0.6471147167946321 +1.6720253787484134 +1.4497226198550048 +0.2858476723993131 +-0.8134689521062499 +1.5721732189785067 +-0.3807848329927428 +0.30333946991394645 +-1.4451142320742283 +0.3607707614150455 +0.43353252452311786 +-1.020090675237532 +0.08447130001213843 +-0.37583242329713595 +-0.20905802551672714 +-1.4605901697241286 +1.5213938268172196 +0.5779534672121142 +1.8266870253719938 +-0.8789601531838447 +1.7368375929498783 +-1.1958600304664324 +0.5255960421969172 +0.6685030461496123 +0.7450155212487101 +0.08046995972674154 +-0.00683643590064098 +0.4849753946193478 +1.226569160695228 +0.4606650754541566 +-0.13351543199652216 +-0.4293230518641804 +-0.3234140054398502 +0.21026399605896517 +1.192608678373712 +1.5818074194446095 +0.167974612931991 +-0.12279919251074878 +-0.8934445951670129 +1.6616223740727898 +-0.4216126142436898 +0.3937061927727552 +2.6623320712150225 +0.3514226235598399 +1.2872508732455823 +-0.0932604805652597 +0.7974441586498339 +-0.23711846180118412 +-0.6212215514869113 +0.5052153326242674 +1.2940395225343955 +1.6490007889797984 +1.0100123098637748 +0.32063335777811663 +0.18496016372516944 +0.7617494340429056 +-0.7533087439751911 +-1.5925392510775176 +-0.8239068740931905 +-0.6353414892587674 +1.9927095925419227 +-0.8489722244460587 +0.4746380380259927 +-0.5731094304500155 +1.0782672761787162 +-0.23453689811916267 +-0.27724588869137157 +1.4847825498128182 +1.083113520770068 +0.15570841357537812 +0.20322654035336396 +0.015094285680787412 +-1.2666538879070701 +1.2722117406598747 +-0.5397228049293237 +0.8249727244365805 +0.5645029764744879 +-1.129956293984075 +-0.18205233526272702 +0.7945969288634627 +-0.15384083182115904 +1.2563042071739061 +1.1485675602588468 +0.5801441025519919 +1.624230688491043 +-0.5946736387320255 +-0.8325269259716015 +0.7284341386969791 +-0.46467518935490637 +2.0589050937572413 +0.27687936196727225 +0.34253121817526155 +1.2768163287083025 +0.5534397315096943 +-1.271280391454597 +-0.6478901309897152 +0.49680441457882374 +-0.6740387911395185 +-1.8009654459945772 +1.9517680184875255 +1.7954887563939876 +-0.5113627567692511 +0.5141169410938193 +1.8275377441752454 +0.7726341733223041 +-0.11828671170741645 +-0.2638849941930923 +-0.06891601091465493 +-0.009134144918921505 +-1.001170793396821 +-0.27636244645129926 +-0.4356045787992493 +-1.2447141812519573 +0.702538623955794 +-1.6592078092199014 +-0.9034963919648 +0.45970236496166184 +2.742834089837192 +-0.17556216436184702 +1.0311219973987047 +-2.16818429892266 +2.2667757696797084 +-0.39828920106400423 +0.4863744292164971 +-0.9455351731019632 +0.16230288527565362 +-0.8537967924767587 +-0.7519084454795679 +-1.7194485891370526 +0.47711801112060015 +1.8117424445316215 +0.9526915621395315 +-0.5655065066437406 +-0.26749347981533544 +0.4431084049032308 +0.5233121931020863 +1.2871328844475576 +1.355584796868447 +0.21996492377401 +-0.10985015392088204 +0.596941810385936 +-0.7282802157811037 +0.8782679032609547 +0.004503121551801437 +-0.04897161912478154 +0.18218954396278053 +0.2786092306861987 +0.4759303557174652 +0.8669912539560188 +0.25258185565566915 +0.9056366004807437 +-0.2188644508377433 +1.0554783366486606 +0.07049020025372377 +0.3864589842012256 +1.1769830795866065 +0.11158630870546471 +-0.7976128697770128 +0.575608754213185 +0.4556637929788203 +1.1473846583215097 +0.5536643245350947 +0.6944696176598872 +0.9957514684629899 +0.09024378484712581 +1.503481442763772 +-0.5939899278698773 +-0.82875689626004 +0.7387945775082921 +-1.012482890231509 +2.061415168652698 +-0.06114937162448597 +-0.5086287346559402 +0.22721524956380224 +0.8249187991188018 +0.4599027385372545 +2.2306534731396264 +0.7785980875532033 +-0.22682184568185404 +-1.1136023079006596 +-0.3645166885112596 +1.645971334144166 +-1.0441271486043575 +0.26131711895188436 +-1.3196138724835704 +0.6229933420614616 +-0.2674660422942796 +-0.524126684576798 +-0.9513804476219547 +1.71310093262338 +0.8990027203381368 +0.8177783861998908 +0.002016879613194078 +-0.6582217445558272 +-0.1721939484163122 +0.24328826355903166 +0.6664603962881649 +-0.3080326910870954 +-0.947162810130515 +-0.12395013113421927 +0.7636863197072549 +-1.1687333554158428 +-0.9479322586804597 +0.22728602905011042 +-0.8195285530668779 +0.44385007608314075 +1.0133339030323743 +-0.4696467983145556 +-0.6092164490780123 +1.1230239783320854 +-0.11705717920626224 +1.455244139364758 +0.1193324808132441 +0.8510990900543804 +1.6976982841941168 +0.6156362808580692 +1.0135446484740955 +0.5711177858686222 +-0.5968859852250519 +-0.9268587043368994 +-0.291357757987583 +1.8975183125401953 +-0.5529888645264636 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_bias_-1 b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_bias_-1 new file mode 100644 index 0000000..0d8e0e6 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_bias_-1 @@ -0,0 +1,2175 @@ +-0.32082931909066686 +-1.8707921227112516 +0.9583172079090942 +-0.6191372758379557 +-0.759434853005566 +1.666008302098217 +-1.039499717477342 +-0.5727374587517915 +-1.1090274421068465 +0.48965763780225896 +1.4727070284766803 +-1.4477723609300694 +-0.42421230897961737 +-0.5768024652379824 +-1.0550956366913447 +-1.0643153820090032 +-0.5606872933135583 +-0.45304009074212864 +-0.6817289938870389 +-0.479422516605267 +-0.9669748628816429 +-0.27218754066701145 +-0.22827061760127945 +1.4565995745571914 +0.08677367432749994 +-0.9795080122014347 +-0.7127525607381678 +0.9764439509008047 +-1.1162205828380745 +-1.1910313634943646 +-0.6141077254162565 +0.7158159807644041 +-0.8864972379501319 +0.4809943593219732 +1.998097766144773 +1.2193293786224606 +2.2666690404927845 +-0.8952459837384852 +-0.5646973985578296 +-0.6287876321567663 +1.442208245595892 +-0.5123871416026368 +-0.8534632116753285 +0.8577930238962683 +-0.4196449649178731 +0.9698414614348654 +1.8578698500416007 +0.3821073991452727 +0.3807757098070372 +0.28037709358162277 +1.0909319124569317 +-0.8100256069218994 +0.8063733712835286 +0.22274283002936932 +-0.38774626804913864 +0.6306800102978553 +0.7015419007009214 +-0.7043401681242512 +1.3653001530571265 +-1.4458228650824902 +1.3316051374231945 +0.8240651141343107 +-0.7939297926186133 +-0.4827031556622178 +1.2610555722108296 +-0.06660394845193711 +0.8992548896486274 +-1.1249573286033892 +2.3513483911795667 +-1.4009913009197645 +0.0285266548041763 +-0.9997864897457034 +0.861867830264977 +-0.002877060370796547 +-0.30592391785976475 +0.3066567182915694 +0.37203062388321484 +-0.4203491624835168 +1.0796025690652298 +0.3532022923597425 +0.2514416788528624 +-0.4294216225654278 +-1.128532182498153 +-0.6287876321567663 +-0.5886944238443584 +0.8247535526581956 +0.11861460923318753 +0.12071436852478319 +-1.36255567796488 +0.7546789073446373 +-0.7465025319878276 +0.04986661609624926 +1.0927071888156712 +-0.26860119572813007 +-1.0938580788066552 +-0.261122529344955 +0.7863225690704745 +0.9473830761965578 +2.2093685126515377 +0.6691283419703129 +0.8281794570021566 +-0.12483758991347214 +-0.12275444457410009 +-0.7041037671722417 +-0.953187707675363 +-1.902491239718247 +1.244928001969627 +1.1761226700509 +1.2871429074913316 +-0.008193000780555931 +-1.4522451270298287 +-0.7989425163681334 +0.6203018832632108 +-0.40421314985923656 +0.014986793035833126 +0.48135986644367396 +-0.1485462527966177 +-0.40165600545212293 +-1.4017849170448777 +-0.2702354783721443 +1.2280916538872497 +1.0678912527782802 +-0.6018596371935904 +-1.167435943586434 +-0.9795080122014347 +-0.8512900638284556 +-0.8170320632244359 +0.3970496371491293 +1.4719918320739391 +-0.5558079551314554 +-0.3218050393788213 +2.0209087170494624 +1.4115266358744014 +0.6159379872047533 +-0.9285819417385909 +2.0071658069522833 +-1.6643966124342713 +1.2651817645448684 +-0.611448872998809 +-0.26524436876832447 +2.5518775816088213 +-0.15523568715619745 +-0.12886334893827758 +-0.039757846549937345 +-0.7028150450474773 +1.0436238569906784 +0.338991470875726 +0.45481755935902396 +-0.8218260695982361 +-0.2057386908868558 +0.963729235350668 +1.9352436563513362 +-1.1908295847774435 +-0.7174660688336632 +0.1975393807003977 +0.6668472214446415 +1.8844662222047606 +1.3776591098882247 +0.8397996101292098 +-0.10027485834799241 +1.102741411233977 +-0.2500299477835358 +-0.22016792414841171 +-0.302091561841514 +1.5634573205239934 +-0.07234002892474109 +-0.13902577320473183 +1.6903675322489102 +0.5955573834538892 +-0.5597924722510286 +-1.354367680207784 +-0.17928098275020285 +-0.1602499374867948 +0.4177885246803294 +-1.3164546456137127 +-0.7781509804943867 +-0.17950302900683085 +-0.6189970901901429 +-0.8447582788526184 +0.666860974525679 +0.7196126663152413 +-0.8939892636806464 +0.391507498750185 +1.2394493915934495 +-0.5896235888752663 +-0.48343133773555547 +0.42861651307348725 +-0.030084338066760752 +0.8916180201077948 +0.00859245129737679 +0.7754587086097419 +0.31610068749920733 +-0.3993099869204817 +-0.11409561244887956 +1.2610084532040347 +-0.09048092454394056 +-0.6553470894760407 +-1.4733151955025274 +-0.07421621756290314 +-1.3773064868993576 +1.1632155693440127 +0.8468346940170182 +1.4710534625339984 +0.057550492307117354 +1.5174537896629507 +-0.006099816045322851 +0.4988393470836703 +-0.2297227167359564 +1.5851785194627799 +0.3947915968226745 +-0.36222096448435454 +1.6662137914006168 +-0.6521963267603302 +-0.9795080122014347 +-0.3490475345814994 +-0.9067256641158432 +0.11286014861938036 +0.5474036580209145 +-0.6963548528582704 +1.9566022441019184 +-0.3347158208369503 +-0.6798954595172257 +0.5219246213672397 +-0.7549529349919764 +-0.5195362757940852 +-0.1979044589701688 +-0.5016709583135395 +-0.42248883721710434 +0.2525166056574695 +1.2215198797131048 +0.6016194281691569 +0.0024282754206749885 +0.7636161079771114 +0.7423238884257937 +0.012720558751928235 +0.8332474174874537 +0.7929933530271707 +1.1745717890014016 +0.16106585344443408 +1.7432326477600253 +0.06485916683642576 +-0.7573651797266141 +-0.05338759371495505 +0.214584675426395 +-0.5685127235575844 +-0.28995727133409255 +0.4014559157317903 +-1.1226505339458162 +-0.5623294791787103 +0.6623442897799652 +-0.3956490269426968 +0.26416543816593563 +0.973979034123861 +-0.7481728938213212 +2.5538993867694613 +0.30931043131730684 +-1.490826540588838 +0.4270075242247644 +-0.26224733101908787 +-0.5486815524877766 +-1.163830634948206 +1.8636589540469313 +0.38022877229643154 +0.7146818425184562 +0.6494665764777836 +-0.8507763492020789 +1.011939759733342 +0.6161747848176045 +0.5484448600708804 +-0.9259198490599896 +1.740744129264814 +0.65337709552573 +-0.26569879800515983 +-1.8474085008831407 +-0.7404088659330063 +0.2867414766192769 +-0.4825733115706038 +-1.2426095141646571 +2.1552548989596096 +0.6959457604514537 +1.2179803574113963 +-0.9208024717412979 +-0.31950721317743164 +-0.13477173849220928 +0.21769328675308647 +0.8104826504926612 +0.3778727641355308 +0.6086932586740468 +1.0413105808425165 +1.7092547196789611 +-0.723897089172812 +-0.8512900638284556 +-0.2985222958858772 +1.7388088582010148 +-0.0726705879224288 +0.33966758443581024 +1.5056378328015243 +1.196710042581395 +-0.2452234162989752 +-0.322575668849825 +0.667167147352683 +1.2602240551925792 +-1.4787497724409149 +-0.15695222143881446 +-0.5958421014609078 +-0.6980049061212878 +0.39394247596937826 +0.42850783219630206 +-0.26126084139743083 +-0.00468409559407558 +1.1110395804909008 +0.6872587771872557 +2.3381605946222774 +-0.7323375840275985 +1.1761785768528223 +1.1288401967414443 +2.1671122232927105 +1.602288849774715 +0.801266603389496 +-1.2740579903340032 +-1.2753862765144763 +-0.17774692252157068 +0.7266889396611409 +-0.47182580301284793 +-0.9657835503312631 +-0.6701391615596461 +-0.3812628401253273 +-1.8990783699379823 +0.06800519006031479 +-0.46932094496964044 +-0.48839993157278483 +1.299290899687469 +-1.1043871847865827 +-1.0134644468007328 +0.1792991488743616 +-0.5051829483328507 +1.1260423900940773 +-0.8229183613338672 +1.2182762976182413 +-1.1590649963705397 +0.5267726883533975 +0.1707444570297208 +-0.3807266479589722 +-0.32227566755001863 +2.8923108251714744 +0.06898192939823364 +0.8696943299123715 +0.8068706457256852 +0.8865701235179566 +1.3171812297856877 +-0.19680353337150042 +-0.9148927079671866 +-1.0009071403365308 +0.506677345448193 +1.3548480936924956 +2.15506792576788 +-0.9347766560642468 +0.3838214974144837 +-0.279260632458434 +0.22891427674679124 +0.5126290924208825 +-1.2726514905948103 +-0.5967188414277567 +-1.1572523212195225 +0.2937081688786616 +-0.6790145394469349 +0.801159923140729 +-0.825558346947593 +-0.6114087625760807 +0.13136479114796312 +-0.6730844469233332 +-1.7827093419600255 +-0.2704908046139324 +-0.3032394251237488 +-1.3154563195256908 +-0.7871365028908974 +0.1514285532894725 +-0.022053407611543646 +1.005546745111146 +0.4551099157991713 +0.5924376162124327 +1.3577353808693327 +0.11501377371121554 +0.5563099894982897 +-0.9420660642291601 +1.4819073174848012 +1.5977431442262273 +-0.5688270495384913 +1.4249708594831485 +1.3658931702195403 +2.1805779864240344 +1.6931989219714683 +2.114142409356575 +0.3524757707544958 +0.8713682569177412 +-0.04067488260954022 +0.02768167373947321 +-0.6759964531157041 +-0.10612446025988131 +1.076143696178983 +-0.8940109903221153 +1.0391702626492367 +-0.16017397175203513 +-0.39985739238251217 +-0.11036378439385786 +-0.3863284397849076 +-1.1705959400828911 +2.1872216167040377 +-0.5641206080321691 +-0.18364794216884908 +1.2552464777892258 +1.7851139878157063 +1.1625845260024361 +-0.918821164569348 +1.0870100009852237 +-0.589121494000589 +0.7253230270357998 +1.5278044151298047 +0.13490277864765193 +-0.01738231986918644 +-0.34564554920199286 +-0.2680914015415774 +0.33377709309608444 +0.42412320572409856 +-0.6448618799476258 +0.7728935792453027 +1.575562447285904 +1.8741334538509995 +-1.4218798521056182 +-0.0884801265084592 +0.7226571841453173 +1.3805366138894197 +2.3894013331566777 +-0.6435960768471639 +0.28747991167442144 +-1.4008361886763798 +0.4542272388386006 +-0.5653885770177647 +-1.5367259000311093 +-0.3540025300685712 +0.19785575362047786 +-1.1968223750190656 +-0.569874785103317 +0.5514792884503192 +0.5432820604742058 +1.8391388346574506 +-1.6339404955599837 +-0.7784732232505795 +0.15255131890646784 +0.44732528259957005 +-0.44469791229891376 +-0.7912604496827438 +-0.3733431098482539 +-0.30295168327631067 +-0.23203027982850966 +1.6434593743147785 +0.7514356176071599 +-1.2048461840420333 +1.1239929355068683 +-1.1705959400828911 +0.9171533064098624 +0.6131471898450516 +0.044123726356676995 +0.6821888770996187 +0.4876403070766756 +0.49118746455890777 +0.057162542677215884 +-0.38477466957422723 +0.26646996697017317 +0.57458040603812 +0.49631247174231724 +-0.5150284511964358 +0.15352535807919238 +0.1429742481245635 +-1.6467514538357315 +1.7305971124370318 +-0.3895440858875696 +0.3735060555996939 +0.8634036100705277 +-0.07135696447898643 +1.4865592371650052 +0.027590303691765773 +1.3443415923938564 +0.4996300793741518 +1.9024783031281558 +-0.5798656630854213 +-1.2230017429708662 +-0.5733878397644938 +-0.43961677510192243 +-0.4232661267881859 +-0.29763285000620204 +1.2022986858497497 +-1.356956699288507 +0.9172043846025151 +-1.6165224163392287 +0.6686021296432694 +0.15950100795997957 +1.6823985146645553 +-0.9764300903777998 +-0.16781029963783523 +-0.26101563802759575 +0.31235975646454484 +-1.3228843354732025 +0.8451562622758473 +0.541793912797384 +0.5019998650297651 +-0.8227559774695646 +0.7571648978129442 +0.775979982846853 +-1.041624449550033 +0.06939215910749649 +-0.1324354296094315 +-1.2418319221388536 +-0.34053010064658595 +2.2222400470278805 +-0.49729394763989304 +-0.9958185308912231 +-1.1174430448852584 +0.2181820675443143 +0.5513946137671701 +0.40547861357391407 +2.0337660348297377 +0.07347546268702002 +-0.7246905630330098 +-0.6018121058061037 +-0.40191317776973284 +-0.8133826829752357 +1.78430570553763 +0.44775027086531594 +-0.150113431450493 +0.9548955895042146 +1.7689058416732948 +1.098069724781423 +0.05692218422465951 +-0.8097081077624788 +-0.3867815824554332 +-0.42944449596719253 +-0.11036378439385786 +0.48903900872065914 +-0.051848625323464514 +0.7575976386112278 +0.2985206212856964 +-0.056399317291097865 +-0.6321794254332499 +-0.6902881356229393 +-1.3602186259677054 +0.9482337316538191 +-0.05777941546714801 +1.4136122597651302 +0.060195530574496205 +0.19634910174018982 +0.3063871232249423 +1.0634925379518005 +1.5564656495249063 +-0.8276005232252185 +-1.0034874684231443 +-0.4631967043630995 +-0.7137845153606177 +-0.927524609657087 +0.023137207608526222 +0.6384445038502935 +0.20846957378274028 +0.40985285932628646 +-0.20051327411348036 +-0.4018738888199127 +0.8547997981722688 +-0.5356147769781954 +-0.6603840097096759 +-1.0856957654929695 +1.2418649302547524 +0.2831930428606196 +0.09300275155206161 +-0.3082251851558237 +-0.6824277680691615 +0.5218239807749849 +0.1026948789240589 +1.5084048658477898 +0.6503531986853182 +1.2253619143332608 +-0.7937965291481788 +-0.5565527308582063 +0.6356541302015262 +0.02407786924745829 +1.4485449544469546 +-0.2873197570012945 +0.6960131878013898 +-0.9062753609467917 +-0.6728518137745967 +-1.0003902661663875 +-0.7612988575650368 +-0.6768071289322313 +0.4724175020794781 +-0.46003832229645963 +-1.0801127264238708 +2.470719015583469 +2.126055488353529 +1.1998010740683704 +-0.21693078780883046 +-0.15679179694940315 +-0.44922637735174753 +0.9523501666400886 +1.1959781836056413 +-1.0849625752336203 +-0.9618867846991208 +-0.42335678555177475 +0.014429670530905825 +1.289295345427957 +-0.2747224130251243 +-0.07237117891474701 +0.8402719784429221 +-0.3735989290145797 +1.305743309764709 +-0.8119651692670544 +0.664573201114469 +-0.6114087625760807 +1.4117911771834581 +-0.7083162880373164 +-0.5727368503655178 +0.009624211868597556 +-0.862669405162586 +0.44437463217530554 +-0.7001729056207622 +1.3911318034713156 +0.3614099862859108 +1.1242496385880618 +0.4653465081863883 +-0.39996422961135003 +1.4854679023582529 +0.15677087437366552 +0.18311308422560463 +-1.0229039651855631 +0.7561601998810297 +-1.2450308368695742 +0.34392211509678483 +1.0926294994149433 +-0.9301976210437932 +-0.44464973540651814 +-0.7345990361718799 +-0.8398029801115299 +0.15897788113761097 +0.24455547258646093 +1.092465978028907 +1.6852232610844933 +0.28235197321538597 +-0.7989425163681334 +-0.33974491502554083 +-0.8285764678368316 +0.677461625488113 +-0.31641628752202994 +-0.7772441877585287 +0.7439328081734087 +0.18659510604849364 +0.5958576076028781 +1.7697436735969143 +-1.061593416420458 +-0.5991374174577223 +0.8244795907070406 +0.8222068149007473 +-1.1590649963705397 +-0.14951339824452192 +-0.4855124309385662 +0.7222092741810553 +-0.35558599324169415 +1.986777301608519 +-0.10694072665421064 +-1.7324686506671256 +1.7153394506518231 +-0.8192361396864486 +-1.2453910975820266 +-1.207689591084666 +-0.37621191659356495 +1.330561885836603 +1.1360637939812994 +0.5349627759799791 +-0.3312685921475905 +-0.18362868168210225 +1.113980165168606 +-1.3079787448424667 +-0.05024946783372172 +2.5554364326797474 +-0.7300692758596121 +1.4566242807375174 +-0.1866016274677877 +0.6661816933679456 +0.14938279390944734 +0.30993629371674275 +0.8351276645826937 +1.6320670263819506 +-0.9655852423345863 +-1.7347596830308492 +-0.31719245670713503 +-0.5888089254659182 +0.9121558880037719 +-0.953187707675363 +0.3716497338943889 +0.6364679226652201 +1.0536743256300494 +0.12861229190538162 +-1.0273036169652712 +1.2377613415352269 +-0.5878202829901594 +-0.046310190646850845 +0.7287674823242705 +-2.0500481068971257 +-0.21039942079988486 +-0.6589038514527646 +-1.50641876409292 +0.55241818684148 +-1.1705959400828911 +-0.589314166718818 +1.5674173898494257 +-0.8368524405579705 +1.942977857541874 +-0.7350416999132788 +-0.37710669015785747 +-0.06495480955415997 +0.9237176318822835 +-0.5280819538119051 +1.11793149598374 +0.7410552332771142 +1.3014410764635351 +0.07947226055810266 +0.10430761778832585 +-1.0588316356039986 +-1.491718610384658 +0.14212984210307067 +-0.6365584934547777 +0.9091009307928567 +-0.6666029255553211 +-1.2407569326721293 +-0.3727959914976742 +0.11286014861938036 +1.8126479702930784 +-0.0726705879224288 +1.6509935128646591 +-0.39984974360837927 +0.8033530163184726 +1.146598563585223 +0.6237907412674293 +0.16081189306947494 +-0.4522953431936968 +0.45856751522361966 +-0.826350572257325 +1.0685688989867528 +-0.9372534306643214 +-0.6689989285753882 +0.7967786925154472 +1.4137644556850595 +-1.1483296052230407 +-0.3956490269426968 +0.9607488405650586 +-0.03463117851444255 +-1.061686466556282 +1.6084656910119806 +-1.1444265449137236 +1.0568298074918552 +1.5279552628399475 +-0.11865369595466574 +-0.40763304855737414 +-0.9267231615478637 +1.3842056898735795 +1.8467605368337 +1.4630498700636279 +-0.47095576037294284 +-0.7070798741778913 +0.05668138996090144 +0.5880006912871696 +-0.5727374587517915 +-0.5466790696279021 +-0.514468618290993 +-0.8437192688420432 +0.7960015664347769 +0.2637094289019124 +-0.6168890204368961 +-0.10313023899380197 +0.22198759388385209 +-0.7169098966100846 +1.5487885661305096 +-1.0186789431400292 +0.6673018280389675 +-0.568585591169553 +0.2843437623897299 +-1.3478290210140786 +1.8320374128689794 +1.1582492159613833 +-1.4991501348117489 +0.11168274832436986 +0.2633365626373494 +-0.36782825199986086 +1.5717173318062934 +0.5755094915759956 +1.86174808935171 +0.26070966902697446 +-1.6030519350097339 +1.4414346945906578 +0.8838466928902632 +-0.9339963616919048 +1.4990395940655836 +-0.37763535457983805 +-0.6965343199908971 +0.7716592192208199 +-0.31641628752202994 +1.1088937214360501 +1.6123815066558584 +1.5421334630054666 +1.4721776953084045 +-0.19136649463421107 +-1.438723632535558 +-0.8873990565615524 +0.3584493686883837 +-1.2604273212251607 +1.5173049407598882 +1.9524593905083671 +1.620961815776624 +1.563791463612519 +-0.7266502317840378 +0.2678772201013403 +-0.7445453818002319 +0.8789137409897487 +0.8066802062227698 +0.2029453771837295 +0.07053164816699177 +-0.8748302082590066 +-0.7285157309863746 +1.2798050327258792 +-1.2555235985147206 +0.009849826351113838 +0.5196269350480369 +-0.9645196381278598 +-0.9977787585644656 +-0.02238090831082777 +1.1869768318260319 +-0.16654997878260963 +0.9819546871658245 +0.4264651193335211 +-0.14011002880470397 +1.0755550031488132 +1.7067907840786467 +-1.5109503551435455 +1.3186569693132337 +0.8402908601829079 +-0.8250362960116885 +-0.38961524703012057 +1.341136438992326 +0.3526753922465687 +-1.6643966124342713 +0.5825519875360783 +1.4249695043514927 +1.6764453400316153 +0.41616049309132336 +1.1241249503008248 +-0.8073522285621374 +0.22756256731402966 +1.5466632632482071 +1.3245817445327506 +1.0131449528705712 +-0.5405614822620013 +0.290203465973432 +0.5851421824103864 +1.5652707909376455 +2.1179326589538476 +-0.45093359316838266 +-1.6410071330953235 +1.3843176995928537 +0.9338540813601954 +1.4611153467804656 +2.2193171060239867 +-0.5036082074916145 +-0.4764500510252068 +-0.1705402386382335 +2.546508665271028 +-0.8033107719919118 +-1.3159577234832598 +-0.5995379596494081 +0.5421351301681787 +-0.898846831817617 +1.6938568776778484 +-0.3260235429525749 +-1.2300810580634345 +-0.5774088581918688 +-0.1061940996772025 +-1.5459787988623925 +1.539571815295494 +0.9279320963279339 +-1.0247187405261386 +-0.4590995035385186 +0.0179551370194381 +-0.3181173803154421 +-0.008200404371952824 +1.19447386333549 +1.3022093888152502 +-0.9110805891690248 +-1.2701439620584918 +-0.5534912636016124 +-0.6265610014203268 +-1.2513870743876825 +-0.6493951153200106 +-1.1144673880650617 +-0.09326267928214654 +-1.134480303458612 +-1.3481075654177215 +0.8912304560343642 +0.2693829018583642 +-0.9768714767081457 +0.9429743047602476 +2.2496425654774534 +-0.9741052172092846 +1.5621002799022672 +0.5452104425401174 +-0.4755939288825477 +1.7281007480824417 +-0.522687824538531 +-0.6773227166212691 +-0.4268887711788808 +-0.6638803897092111 +-0.5502870071953393 +0.8939787728291111 +0.5690495348779183 +-0.5024874491219835 +0.03418333871019514 +-1.015443905266692 +-0.41811554564137937 +-1.3564878007171688 +-0.968001833764542 +0.405908680856218 +-0.6166088685558768 +0.15358684154736216 +-0.7500380728227247 +-0.31448553601156437 +0.024711940478927982 +-0.23459982189295084 +-0.5923508821620204 +0.3310043046452606 +0.7798802524027396 +-0.5954844831738136 +-0.8763384933281768 +-0.17846336628779105 +0.4926332863671825 +0.9949717195615992 +-0.8082463936170231 +0.3733651661335952 +-0.5952512389882334 +-0.5565527308582063 +-0.875812238717241 +-1.1196547312181033 +2.8378819001389735 +0.06919328755468669 +0.6788137407550552 +-0.7970937554987854 +-0.9086980100899027 +0.968077754576657 +-0.5016709583135395 +0.5420321024403758 +-0.12886334893827758 +1.3228156924259573 +0.2984367768250945 +-0.18679699479591524 +1.1125138516626472 +-1.4771998420401529 +-0.6999663170728242 +0.12175475246334048 +1.3108843683125526 +-0.32887941285645134 +1.534921084097817 +1.1772938160684046 +-0.09671436164619367 +1.4493677759473953 +-0.9694418431640731 +0.056587556844618615 +-0.6368029440651359 +0.25796160004547264 +0.2597470759755985 +0.5425031181882483 +-1.0789098567080022 +0.26495918352399045 +-0.12777319470333087 +-1.4459733808166884 +-0.8303458937912007 +0.1859315587312829 +0.057705735749634175 +-1.4807435572402068 +-0.8112245469098915 +0.17013561425474882 +-0.45887499827716444 +-0.7817797620465936 +1.0445453945081828 +1.3657142391279784 +0.48826514211928196 +-1.1125758380246602 +-1.0980226765944527 +-1.2453910975820266 +-0.22691167238801127 +-1.1228901515875136 +0.35261398628585805 +-0.3888842618984491 +-0.1038180749246512 +1.9786525424595482 +0.130617822938149 +0.8817516367064251 +0.17344535479692896 +0.24266471050599017 +-0.055318452918187676 +1.328327081623431 +-1.8977576363661275 +1.6979788576827808 +-0.6784418212337556 +1.8354061137267166 +0.5618928299724733 +1.730707886228633 +0.007408742585406594 +0.35268687743303 +0.5806772537440019 +0.49680236002010975 +2.564923426593433 +-1.4087503401060157 +1.3501422396245983 +-0.7270101973051561 +-0.4733083475934735 +2.128085020452791 +-0.08406418789088915 +0.5980719906294348 +-0.45432458761258143 +0.5798142974682488 +0.37301485719259453 +-0.26438684131027235 +-0.6379463351458043 +0.3909525736673212 +1.4076136298995203 +0.36894612555458145 +1.924879945002732 +-0.9795754426985928 +0.5236449662844563 +-0.46135835400254355 +0.2177082461324789 +-0.8666360911380395 +-0.4519631842006626 +-0.6954177446495067 +-1.0616420113478815 +1.3825475040010375 +-1.2655326889348835 +-1.1664607611291316 +-1.0000965225038165 +0.5251897291575328 +0.14413585325810363 +0.4500632991612927 +0.7605876328119409 +-1.34313301107019 +-1.4787497724409149 +0.6062516522519266 +0.3767389576261266 +-0.19680353337150042 +-0.11036378439385786 +1.3317453412649112 +-0.04729200090807695 +1.1207267136414105 +-0.252905725764118 +1.3296847243898067 +-0.7495875596377705 +-0.3665733420163831 +0.009849826351113838 +1.119436659585887 +-0.4512971278322682 +-2.089464026293569 +0.8409445442549827 +-0.4731264586302432 +1.0805714817804206 +0.3431591717632642 +0.3688983586011567 +0.07810652499733561 +-0.7663626597160313 +-0.1523579712319815 +-0.6153189291230003 +0.07095732333117939 +-1.3847477148602239 +0.18305811418769652 +1.2363233584387547 +-0.42639516182454357 +1.3812576256310094 +2.1380354659086307 +-1.2183848873733074 +1.5693653914580783 +-0.9652323183383826 +-0.5226169036586856 +0.15556165037773398 +0.14416946514821813 +-0.6928376264919208 +1.0747176608317146 +-1.405987414222151 +-0.7416251757452181 +0.3870521992392538 +2.0757644740483694 +-0.4479217051914686 +-0.8685344905063742 +-1.0600600767910227 +-0.8493224535564192 +-0.23775338064718202 +-1.4263547480382404 +-1.2035954503851778 +0.8083397844692197 +0.5082519423340408 +0.2868613997387844 +0.1774161927883739 +-0.6401393601297098 +-0.8989639061033158 +1.088534220627192 +-1.0004133663490222 +0.1554051827585779 +1.101686431592515 +-0.24032496394703992 +0.6225815549701583 +0.35563467990213815 +0.9461253025794609 +-0.14736216597221002 +0.1719527106455548 +-0.23182069265217425 +2.2217267791864965 +0.5186395939692321 +-0.6442257692900215 +0.6995123605702688 +-1.2744758889557177 +-1.0616420113478815 +-0.2725636649560375 +-1.2354113782003682 +0.9864408679591824 +-1.2770202320556652 +-0.257764064634073 +1.5031253936739015 +0.3660835543938632 +0.34069318574645313 +-0.7345990361718799 +0.8794751713479871 +0.7988859535578547 +1.923364277225621 +0.040762074908357246 +-0.20311641411235798 +0.009849826351113838 +-1.1228901515875136 +1.6621717162516048 +0.46857042520786657 +-0.8121047679504538 +0.02792181010388528 +-1.0586248853849667 +0.07596922065695044 +-0.5749910600733106 +1.257795113043609 +-0.9839159418707621 +1.0243078808709025 +1.1428177576171177 +-0.3193262478677315 +1.718839268570477 +-0.27459670334493697 +-0.03468123946316387 +0.14293958444297286 +0.9703527613606284 +-0.9729066835010747 +0.47432351051390953 +-0.015528815345121613 +0.09243387905032246 +1.536783398397995 +0.11286014861938036 +0.46929181377939216 +-0.2698164335438129 +1.9361562359874003 +1.8128684574947478 +-0.7731670670924907 +2.31986114207322 +0.9562100974131493 +-1.0247187405261386 +-2.222330590629978 +0.4757199821996949 +-0.960584321428377 +0.007326700239339068 +-1.2692433871212556 +1.0752077828060833 +0.2622164917837282 +0.8650994139487631 +-1.3793235980006517 +0.1620148858248633 +-0.44464973540651814 +0.4417018999324684 +0.21809899267801588 +-1.2779769641927878 +-1.2253809143345495 +-1.078848795100808 +0.12424481069129958 +-0.5442859965789858 +-2.0289458730558034 +-1.9018870417232134 +-1.1925758666426647 +-0.34032087827425805 +0.6595305586440072 +-0.6212916854989623 +1.5595426805982633 +0.8055961847779817 +1.9276447787575748 +-0.25942192836850325 +-0.6240327351622779 +-0.3254897256764906 +1.35125094484713 +1.5998830289307895 +0.8008103816801977 +0.9379060460114172 +-0.4050376030238285 +-0.4912731221908697 +0.41885742133429943 +-0.12886334893827758 +-0.6448618799476258 +0.8203421738244008 +0.32778158773124494 +0.19837165105197643 +-0.08735277252276266 +1.3672739907928713 +-0.0120391094532189 +0.9123820357838622 +-0.6315132959054789 +0.6147137669667966 +-0.5102907913256569 +-0.6448618799476258 +-0.7274061846975384 +0.17884648531646896 +0.6053101177033043 +-0.8309410296254918 +-0.3736174259799269 +-0.16690537389378762 +0.4476281178955107 +0.38664779053030796 +-1.067214478793753 +0.15915593562133618 +0.8514678357410518 +0.03462331722001458 +0.9343430540495803 +-0.1912067369035529 +0.3906251228293976 +0.3069352589844723 +0.6045052129752156 +0.25084018234087035 +2.057133632129321 +-0.7221078203909721 +-0.20586087614066456 +0.5337802303598367 +-0.15043795036615198 +-0.7001957344456167 +-0.6201410158412664 +1.5196562031082759 +-1.226578535417405 +-0.5075974946157625 +-0.978711501524819 +1.2250320809717945 +0.23672862128465752 +-0.7025064555331672 +0.11147681991590865 +0.9593711767900172 +1.1508974873069318 +0.3313267399544558 +0.4671890203652389 +-0.3337106874296505 +-1.075384805035367 +0.22274283002936932 +0.335830004669178 +1.4319399127468821 +0.6180634132791971 +-0.8134703280095803 +0.09044381860938015 +-0.5733878397644938 +-0.9130939592075346 +0.23572079742387592 +-0.24710837369065825 +-1.0515742672918336 +0.0880276186132789 +-0.4817628100884306 +0.2477786299561273 +0.6739111275696075 +-0.08697215126811712 +-0.21597729478896582 +1.6578452295660837 +-0.5080084723867951 +1.0951030158252264 +-0.02004856555457349 +0.3818539653228932 +0.15818911590735868 +0.18510093110906345 +0.7740266490965444 +-0.5288138379171109 +-0.8310345449509838 +-0.23351944164691352 +0.8939184836394571 +-0.13660558138032816 +0.5227131567341788 +-1.8447871842454773 +-0.15295616286918198 +0.9784616964047372 +-0.7179834476108825 +-1.2588650457896753 +0.5458264748777795 +0.9081625295134967 +0.04525649416659931 +0.49348612900590366 +-0.6313061791828143 +-0.500880851110654 +1.1279936254645617 +-1.2291113541765537 +-0.6656504959214815 +-0.32405780478094864 +-0.7588644883802788 +0.3875921173437711 +0.3435275698920225 +-0.13687678245549154 +0.09609200974656315 +-0.3262997187273161 +0.44357739716761857 +0.00278422179175028 +0.9210785300348797 +-0.4570504306513823 +-0.663177605833947 +0.6899623450961545 +0.17585731998884113 +-0.05199944133694534 +0.4334105477595291 +-0.9310507335927924 +0.8600367337806949 +0.6863301727067912 +1.0690212218652484 +-0.30294412685978034 +0.707630783691975 +-0.09651121015585312 +-0.5495843268495617 +0.22393519873323192 +-0.5903318563524924 +1.2818993718200105 +0.3218647544644804 +1.1857775520481006E-4 +-0.4902746881880585 +-1.9502165789941528 +0.614356935487756 +-0.920146095524949 +-0.44464973540651814 +-0.9486758335910876 +-0.47336272167836574 +1.0314646460305856 +1.2460699101925286 +0.96814106990241 +2.0813231189692214 +0.26303116567465046 +0.9806874004848996 +0.8630104703796968 +-0.6689989285753882 +1.7334137505653975 +0.9913040921426937 +-0.6643374709294526 +0.5314646733751358 +0.09102217428009965 +0.12789196886447549 +1.2018924704111482 +1.0113218767949994 +1.0672152097208154 +-0.838922108213589 +-0.5815967543326852 +-0.10002950016560705 +0.40232793187731114 +-0.11632051368373014 +-0.5542802044807382 +-0.3417906301507927 +1.0805714817804206 +0.18989622613871265 +0.015484662781358571 +-0.5009849081584955 +-0.03137280968445396 +-0.8649116192433031 +-0.10259945603351053 +0.40919779542649926 +-0.7937965291481788 +0.7711385912017998 +-0.5128440759981925 +0.5907280518828164 +0.4039637054031252 +-1.001043379463147 +-7.854973919829977E-4 +-0.8005454803037375 +-0.011333968085315449 +-1.2351237834507895 +-0.6776196973267365 +0.8969175379741189 +0.39802400258601744 +-1.1616799411516627 +-1.478279408551207 +1.9164587186087476 +-0.7518179820130411 +-0.7677575236064627 +0.35150002609275033 +-0.9902779755155722 +0.11704943441827002 +0.26763102754715845 +1.9497490877355568 +1.1479875403597442 +0.24820585383215288 +-0.04541276066376321 +1.0109566367649734 +0.9311772033800384 +-0.7338111382565967 +-0.44366756155073184 +1.3733268547590805 +-0.10218556873281164 +-1.2268731713412004 +0.32132387428291626 +-0.6565166979245373 +0.9862860453552317 +-0.6158257195213259 +2.699066257427442 +-0.45866734821350247 +-0.48343133773555547 +0.5995467934103237 +0.5144355526996599 +1.2075625590430048 +0.8447248576876722 +-0.6839355029227647 +1.0446564991327354 +0.08677367432749994 +1.423343039494078 +-1.1300269699910315 +-0.14342264929449375 +-0.06990721366609096 +-0.07474075323214338 +0.031881813431932415 +-0.4332158017299629 +0.041952312919977655 +-0.8488392966907892 +-0.21135742621822123 +-1.6915232734173937 +0.9588236336272722 +0.8385100131979969 +-0.9267231615478637 +0.08753106673301564 +1.620079294599096 +-0.7724656246493385 +0.6648956384185029 +-0.7939958595801804 +-0.10002950016560705 +-0.7516789302389782 +1.5585071625092417 +2.056700228914705 +1.4046668803395512 +0.278361302396255 +0.8415101835119716 +0.00544861607064985 +0.21902364268494384 +-1.0290139779747194 +0.6349166413340991 +-1.2159719076794973 +-0.8720695849804823 +0.5247487467609777 +3.135809548678542 +-0.771388116056238 +0.4320503447986492 +-0.18392240329478324 +0.09733176750418482 +0.29670411871159375 +-0.4479217051914686 +0.5923825828818422 +-0.3920708340985102 +0.5029898713750265 +-0.5408687996619395 +1.180514889029783 +-0.41472226081100905 +-1.0386496253986361 +-0.10193948495550902 +1.2405068381057998 +0.22776418191848957 +-0.6191112029735164 +-0.8282642071745651 +-0.4958548874425518 +1.0950397825644487 +-0.10193948495550902 +-0.7201610449541745 +1.1501847942606889 +0.05473013880235578 +-1.5649558935706656 +0.14425501372889493 +-1.1656308031579994 +-0.6206248889902125 +0.5336878881687714 +-0.04819453504080889 +1.1993653552845513 +1.4158266509549238 +-0.7205717692032976 +0.11434708083777931 +-0.9198451056687031 +-0.15321482895054256 +0.6582444933768683 +-0.7946910673439578 +0.14393781667495642 +-0.5741019809733787 +0.5885952011298677 +0.8531686212146484 +-1.2158844495945484 +0.8516833172353812 +-0.2755457282870407 +2.224172770994632 +-0.5033117345964984 +-0.1615546431792191 +-0.6980097760566122 +-0.7989425163681334 +1.3800009435787297 +-0.3290978062826873 +-1.3811675788559603 +-0.8783343617202012 +0.20719468185635392 +-0.29623008223622943 +1.575837535396969 +-0.07261454104451207 +0.5062166386869953 +-0.9290112824467134 +1.580772025078054 +0.12780735649909705 +0.559994646880056 +-0.6189970901901429 +0.7310810273332122 +-0.9524858907611249 +2.138033859953847 +0.9995029299135217 +-0.30246739596263944 +-0.8680287597588809 +-0.8972092665589163 +-1.163999516096053 +0.0019085352358969715 +-0.48486279148292155 +1.0891164021690107 +-0.22640942090574823 +0.9059495906971962 +-0.6769606529037526 +1.196239361540151 +-0.6401393601297098 +0.42190095620116347 +-0.08648190594930091 +-1.8659478729306704 +0.3714459726025536 +0.8312484828445773 +-0.4833458054942227 +1.467765326151545 +1.4448716589518114 +-0.09671694093963978 +1.1308624077041118 +1.2054140566812725 +-0.3107275919222392 +-1.2713205851730067 +1.8760889293849778 +-0.943742573818249 +-0.589314166718818 +0.31132711756810094 +-0.14828277814664043 +-1.1981859641473511 +0.15677610251539714 +1.5567012249356418 +-0.8732864198102849 +0.1382525637893016 +-0.2968543753892754 +-0.7663626597160313 +0.03472086728617488 +0.30369384050815385 +1.2674519597971041 +-0.921005160522167 +0.016343346639943537 +1.3162994288220253 +1.516277209258077 +0.18197009600586517 +0.3737355988749087 +0.7291338482564003 +0.2985968076607043 +-0.5470067764948258 +1.1593125951634282 +1.3459936782435649 +0.21195190088872568 +-0.19942644602828669 +-0.5812168440085332 +-0.05598179734947756 +-0.6502383666810503 +-1.3783869948611902 +0.3677800652763601 +0.1425554773466901 +-0.3880391562513292 +2.586727112530748 +0.08969147229174328 +0.6361139822085288 +1.7135549191029218 +-0.9403476102433841 +-0.6881022341733483 +-0.8493224535564192 +-0.5357274175263753 +0.6033478069112105 +-0.4442138818931502 +1.985378273817521 +-0.45009517879586225 +-0.15400053280749265 +2.1265092417097264 +-0.19496271369930424 +-0.32891384218707864 +0.11066759236305762 +-0.9373768049369477 +1.247336907056113 +0.4403054867405571 +-0.08051633125107624 +0.2319364862211819 +-0.26599460645739126 +-0.7495875596377705 +0.8641868476968104 +-1.4173666816660226 +1.1837195346202538 +0.5716190556534024 +0.3481756531394779 +-0.7424038978098759 +-0.37472445682901134 +0.2177082461324789 +-0.9544039826008353 +-0.1275649069585867 +0.8948282189651584 +0.7482376296238604 +0.14584069512900735 +-0.9780768732360245 +0.7474658208278998 +0.968371497313761 +-0.9093547507456972 +0.6459340157513012 +0.9674239298139791 +-0.4397500515423233 +-1.1076112394733855 +1.064217637578168 +0.8455687040843934 +-0.1991511132100837 +2.4169115765360276 +1.3074383007483548 +-0.6917000972672742 +1.1815683697230692 +-0.3441190697142662 +-1.1015577539108996 +-0.5102907913256569 +-1.2880323078593923 +0.8241261084240787 +-1.2168583011967322 +-1.3607329213833137 +-1.4054505669303066 +1.0590962165647704 +-0.06012536896780034 +2.2475180296859123 +0.4323797344052994 +1.5876538272104659 +0.1993371541964784 +2.484633234499789 +0.8979792771422367 +0.6051262710365682 +0.48719891525666503 +0.2654940493219417 +0.42054749774284517 +0.17369718757945407 +0.22413917085863116 +0.18872886000728686 +0.833766083142863 +-0.3812628401253273 +-0.810059970350751 +2.48230863221716 +-0.38471084486513474 +-0.12468353261854549 +1.2928882886321627 +-0.22564815157959983 +0.15401581730740432 +-1.0152053684993114 +-0.9975543419909805 +0.5851421824103864 +1.1652028684018398 +-0.3682893428643647 +0.48672820626632535 +-0.8556976121139143 +0.8430010325538554 +-0.7567140315921073 +-1.1228901515875136 +1.6155441126454644 +0.08137825002317836 +0.9763823364652725 +-0.2841651196224541 +0.08677367432749994 +0.9512517667968927 +-0.8649116192433031 +0.5230314645428784 +1.071854712613309 +0.6139707394453114 +0.3327856690277071 +0.6070171580703231 +-1.1421998682907843 +0.5276142293547742 +-0.10032843081718168 +-1.2453910975820266 +0.827331551278654 +-0.43732539085193967 +-0.8291102189794501 +-1.4248632019213985 +0.35378483262641863 +0.18442842932034806 +-0.4557671564290886 +-0.6201410158412664 +-0.6589038514527646 +-0.06399627539406831 +-1.8408866877550847 +0.4686813530260238 +0.5582954084898921 +2.281570236751833 +0.3187226673846409 +-0.4933224596037904 +-0.9569091498517106 +0.5158067581319583 +-0.8058228886093499 +-0.689364894250738 +-0.216852217628954 +1.671302562106686 +0.592456832680315 +-0.44936996357143477 +1.22332759566557 +1.1572685520631878 +0.2440269428169341 +2.137963163648804 +-0.07295787249504887 +-0.656578761628361 +-0.28995727133409255 +0.28293382294062647 +0.9322575277566623 +0.38336078503469523 +1.100823218416516 +-0.8854654185352724 +-0.46549079546798744 +0.13351088596694977 +-0.15904751098542041 +0.8680820643017493 +0.575451826013674 +0.6767426045815609 +0.6435084421298022 +-0.5719875584558909 +-0.5092032300600856 +-0.4243002985870393 +1.6837387236431773 +-0.37387317185470403 +1.0379511249386677 +0.3045704184290881 +1.4294601364691322 +1.1190964687465002 +0.7465571683119645 +-0.833143161189877 +-0.17459409191238168 +0.36929194447924407 +-0.34144109548439106 +-0.6372356973141237 +-0.1934505227408507 +-0.3329137267946359 +0.17120717504380012 +-0.5220132975103675 +1.0510949932045328 +0.24576312328443492 +-0.6532216309009685 +-0.16155797423169505 +-0.5300343197887848 +-0.11308570980734721 +0.695960422087829 +-1.3838360922548862 +0.597797389402938 +-0.7362490005755122 +-0.5019309986063736 +-1.2807879511214637 +-1.0824497433870977 +0.3575501983748691 +-0.9391400574509815 +-0.43127188121194476 +-0.736577151861578 +-0.7541093542324127 +1.9063933686614893 +1.266700999581061 +-0.6973002781896154 +1.0039741214295859 +-0.8050596986341902 +-0.9533281062540542 +-1.0595769113499445 +0.861242634886632 +-0.840586279301763 +0.9031082543629239 +0.2361374123935232 +-0.44464973540651814 +1.6483790614740121 +-0.9321869880469063 +1.1228047349153494 +0.44851627650864845 +0.8640509301128932 +0.9446896035277699 +-0.9396552359761522 +-1.535024584971494 +0.15280236369052802 +2.212479463693788 +-0.8781438317234285 +-0.3736174259799269 +0.9157746311004787 +0.7100970661352664 +-0.7307468194896419 +0.042839279939898334 +1.1040495485067432 +0.9535697478318998 +1.3995051982276498 +-0.6724942150814783 +-1.2285644716323811 +-0.3697486491310392 +0.8040380362402599 +-0.17107765010848613 +-1.1792297076153295 +-0.6174788368396817 +-0.4015420442040541 +2.6659084535445445 +0.8873025313598559 +-0.9291363019100762 +-0.813489244349403 +0.19630666421889248 +-0.4484764960235537 +0.22003681288461013 +-0.8587148128340963 +-0.8610280718240197 +-1.1968223750190656 +0.44560165001089624 +-0.894336182633216 +0.9702231406792705 +0.6522835237585443 +0.8482099245472932 +-0.7414545758676121 +-0.5136166150883195 +1.396793945737953 +0.1181355178591095 +1.3709048724494135 +-0.8777951911811552 +0.26990057689462343 +0.9472615105119845 +-0.05232187942017198 +-0.3294664333037827 +1.5451322657530324 +-0.3232204412403712 +0.16081189306947494 +0.8758114215330183 +-0.5845626597256885 +-0.6137745159793099 +-0.2599048302101135 +0.11841016605720543 +-0.9934055357427791 +-0.44647033762413624 +-1.0540895217441277 +0.3047560916919523 +0.7295877103840956 +0.6704476215797426 +-0.7917659215192776 +0.9664934393980273 +-0.10967362635804037 +-1.1777368521029739 +0.15949657084388044 +-0.8365829828961842 +1.5323790436256879 +0.27600338716588446 +-1.2588650457896753 +-0.4998546593293026 +-0.8940837119648715 +0.0928030483973481 +-0.9306685993844492 +0.10966959096744736 +0.155840231067861 +-0.9210940212493216 +0.6579273852054937 +0.6928684522291924 +0.4602963319025843 +-0.39488224316336207 +-0.7278031583045255 +-1.1492583360017494 +-0.8942985231730675 +0.337468986489035 +-0.020239519348846234 +-0.31308116086353543 +-0.6426014990720557 +-0.213840208125721 +0.9254632558787546 +0.06666466643197658 +1.5475127121086294 +1.3985045234151532 +-0.8493224535564192 +-0.2741346276666358 +0.4874591395628551 +0.3124519475153923 +-1.5103455897749367 +0.7231092949081637 +1.368119903387276 +0.5386195001611167 +-1.2089476326010449 +-0.9055844261684833 +0.6326713645883355 +-0.14621865258846553 +0.019506881447433205 +0.24333865418497966 +1.4488880080064377 +-1.1710821995056344 +0.6869425743551452 +-0.16836722631313966 +-0.3427000276354658 +0.8153073146616383 +-0.5615457259193932 +-1.117584615684685 +-0.02249337146663058 +1.3735397517300043 +-0.7646497716076488 +-0.7190585213169041 +0.11286014861938036 +1.7067183302499649 +-0.1777089555142468 +-1.4787497724409149 +-0.5333494358767461 +-0.756658168499647 +0.7642490687949794 +0.22591394809722792 +-0.8959105084853112 +0.5270305152273818 +1.5534551326289012 +0.033412205387400036 +0.4405032125185812 +2.030829547391403 +1.1361210056165862 +0.6655221440594083 +0.13810588897566994 +-1.2426095141646571 +-0.7327518061375712 +-0.0695644621281499 +-0.6138021488979458 +0.2148548936228865 +-0.9885759037649576 +-1.322815439933079 +-0.5704311744386942 +-0.5609604608514862 +-0.05009597301470847 +0.2824541499459323 +0.43493657358539617 +2.242400450365915 +-0.08454314226672925 +-1.2641975038032964 +0.40945242954582906 +-1.4162002448613902 +-1.6842239918181072 +1.8281536680118105 +0.21574726035023956 +-0.661747522867484 +1.2868691883726646 +-0.903895965630617 +0.4510266029104137 +0.36644559654981035 +0.22549347877167022 +0.9937476067913934 +-1.0616420113478815 +-0.615577901069198 +-0.5941471297315696 +-0.5618239767751708 +1.4258748279705207 +1.4135432407644484 +0.22752787039472783 +-0.772889648770429 +1.5397865094988312 +-0.1178876333675059 +0.36288137824846534 +-1.322496343489855 +0.6217955991964168 +0.49631247174231724 +-1.2268731713412004 +1.1857775520481006E-4 +-0.15566125616172571 +-0.17193397354527878 +-1.4458228650824902 +1.4076710239520653 +0.7195681459869252 +1.8146660057261563 +-0.8208516337032481 +1.685244210147903 +-1.1193795997731102 +0.5156864752274021 +0.5660138528272122 +0.7768188916067014 +0.11247604923286719 +0.10908664864315126 +0.5744466412582738 +1.1489611355937588 +0.5882530455614208 +-0.04071588833563053 +-0.25000913608759606 +-0.25562652439182243 +0.3151474844822815 +1.1487924951634385 +1.347851854178442 +0.16623965832781779 +-0.08406418789088915 +-0.8667708900164413 +1.652496459761763 +-0.6376318150153368 +0.3792466091644488 +2.5916895680175984 +0.34269595824486443 +1.41744805832855 +-0.20111022721498853 +0.7710351750573853 +-0.5205603160229928 +-0.5785659382277663 +0.5483999173436154 +1.2603176241485423 +1.6529186308917552 +0.9106539871709929 +0.39974130432101934 +0.22153521008376215 +0.8882330113228923 +-0.9340160383071063 +-1.4754168389740034 +-0.8493224535564192 +-0.7253889124796498 +1.8864066852034935 +-0.7327518061375712 +0.4210868534691923 +-0.5154866394175107 +1.0072370381809517 +-0.31641628752202994 +-0.1961659378939148 +1.4218683696904721 +1.186170468006136 +0.1414068584262578 +-0.0626063527346083 +0.11672480394809708 +-1.0120697071015277 +1.119030798125583 +-0.5076561011326665 +0.6854718719201709 +0.3962812566945735 +-1.2702759873374128 +-0.04691869041706748 +0.5082225402613789 +-0.15793497669006776 +1.3918216440445181 +1.2165433180730065 +0.5875913603716526 +1.4941847472359513 +-0.759434853005566 +-0.8082463936170231 +0.32856576181677444 +-0.39488224316336207 +2.0226061941685485 +0.11147023811028077 +0.3511746910890911 +1.2857629652819762 +0.4562521164029244 +-1.3461365031825163 +-0.4723616659046523 +0.2533123823338942 +-0.49072845635472623 +-1.5565576964525991 +1.8874589029661408 +1.6528295878291215 +-0.5400477946292472 +0.43812150675739286 +1.6406714881552174 +0.7792802911527317 +-0.24080072663242608 +-0.1980957113815011 +0.024182950286267324 +-0.30693423364678185 +-1.218387324514 +-0.2491148430889209 +-0.4631967043630995 +-1.1705959400828911 +0.7012585752738076 +-1.3729111805985779 +-0.8698545059654885 +0.4483071362083319 +2.798373550609557 +-0.0866997385209918 +0.8253211268869562 +-1.9309137521527098 +2.1269410866046368 +-0.2287157293622058 +0.3225818979785827 +-0.8227178199966765 +0.10706878194424045 +-0.8086609373314227 +-0.716232041863277 +-1.6410071330953235 +0.20452363826458336 +1.8603512411967547 +0.9748334533734638 +-0.6156624713898129 +-0.3018619988142685 +0.4057310868041512 +0.29910869430238296 +1.276981680580411 +1.3834358641019935 +0.43397441920251695 +-0.10589035728127857 +0.46357313704612174 +-0.673328497634489 +0.6179536452626031 +-0.11178667948340304 +-0.034925075696721 +0.2977392335203625 +0.18989622613871265 +0.46608488748418603 +1.0861167563841219 +0.39578938595703694 +1.1138577923152868 +-0.2692697772229169 +0.9881391617812878 +0.0732658941671364 +0.6004868681819908 +1.2519047714783837 +0.06952435175825124 +-0.5691940167817797 +0.47711127046662244 +0.4403054867405571 +1.010198906335403 +0.5576796575308576 +0.7607095559285326 +1.117715028304221 +0.09347712918510226 +1.6291998498039826 +-0.6665817463868435 +-0.7201610449541745 +1.091749092585398 +-0.9737842062508374 +2.011910237072463 +-0.10218556873281164 +-0.5750988422489726 +0.3298980359325236 +0.8687559009384778 +0.5449978434993444 +2.020836571352256 +0.7240263698352761 +0.3209137002963143 +-1.1656308031579994 +-0.34017895176971136 +1.2274739248143327 +-1.082558951257163 +-0.061378017456197156 +-1.1751283322503299 +0.5161615989180892 +-0.31325973574051136 +-0.5036288653026539 +-1.0116617066381195 +1.7130854289777921 +1.1351453151848965 +0.5741476646648724 +0.07733103899801828 +-0.6147155858086935 +-0.11178411650186142 +0.3217475320008934 +0.6805954264476713 +-0.2994748094468632 +-0.9562920843650333 +-0.07608544661198235 +0.5087505215853112 +-1.1818080754421365 +-1.0363768629516459 +0.36193803775583244 +-0.8345902988072811 +0.5268387228322704 +0.9920367171484119 +-0.34564554920199286 +-0.5324957402557072 +0.9426201233928577 +-0.22204385036855318 +1.3010260730313767 +0.18254793099372418 +0.7145088521390368 +1.4262381552062309 +0.5350984324886192 +0.8689866037381221 +0.29636986475066807 +-0.4292584468835764 +-0.795077060869724 +-0.29365649204971334 +1.5785526474538658 +-0.5567800938200573 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_bias_1 b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_bias_1 new file mode 100644 index 0000000..795491b --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_bias_1 @@ -0,0 +1,2175 @@ +-0.3379385890641522 +-1.7116955277297174 +0.7950473257174097 +-0.7212982472829834 +-0.5568931188996407 +2.026781514204562 +-1.2126481416234158 +-0.6927463408472039 +-1.0470838179108903 +0.6256192475588326 +1.5429144236265318 +-1.4155469335135313 +-0.506967410366642 +-0.47526912451721537 +-1.0402274173162729 +-0.8912886571372378 +-0.3976894775074058 +-0.4276669646931819 +-0.5380280778993904 +-0.6824557537949287 +-0.8920412697370885 +-0.429410042259303 +-0.3486045428389657 +1.5235896227157584 +0.06583998257564994 +-1.0091317692226869 +-0.9349935164493468 +1.0303387055417836 +-1.1332209449930106 +-1.1637534075425027 +-0.7777890836666042 +0.6174395185061161 +-0.7461187349711622 +0.6194571843481754 +2.1675659314181264 +1.3088645894847928 +2.2823889781520887 +-0.7752782137220615 +-0.628179237883308 +-0.6064011812879522 +1.4519485673898684 +-0.4959695509425812 +-0.7716073457552062 +1.065997221404791 +-0.44422715519428313 +1.076713893645521 +1.9817606952367717 +0.5633418392767898 +0.3284773204129048 +0.412198451361383 +0.9516390577395827 +-0.6630371783714972 +0.737418648053821 +0.13667372983333936 +-0.38208863731578857 +0.6800817512491825 +0.560300974325822 +-0.8012809228866495 +1.359889269495561 +-1.4226571709452491 +1.369659516825899 +0.866653458745793 +-0.6596536222782943 +-0.5571391320523722 +1.3778383214095766 +-0.23157423446683167 +0.8467303229995493 +-1.0697262515844175 +2.2489594755486446 +-1.3831341354665527 +-0.04139831145648443 +-1.1084606495628488 +0.9061933485322513 +0.18211825113137703 +-0.18522295800218047 +0.22708607004394388 +0.22250164400913452 +-0.44392525310030506 +1.0685032705899737 +0.42466277502343575 +0.23048247248605924 +-0.6028678071119495 +-0.9747801864203076 +-0.6064011812879522 +-0.6255185407791548 +0.9580569246792517 +0.27808032157822193 +0.2056290821998834 +-1.2908479698323134 +0.8804694189329576 +-0.6981867021045849 +0.03707316045424225 +1.1194372738203104 +-0.32847079465736906 +-1.2193755657610392 +-0.1643203644894582 +0.9683922454310672 +1.0757858761117978 +1.9519032225085486 +0.7656851454981423 +0.736719265443953 +-3.79083666213198E-6 +-0.054825578359679605 +-0.5623497206273667 +-0.9398305099178232 +-1.892873912000404 +0.9296189233223204 +1.0503062278623458 +1.2312495106393224 +0.029498221563280858 +-1.3460071550837367 +-0.745923903453316 +0.8279226489835707 +-0.462485790336026 +8.819342657959695E-4 +0.44529705152482857 +-0.10658065986708154 +-0.3786521595611385 +-1.1728704875490377 +-0.18683663498414904 +0.7356904265488525 +1.0900203816847305 +-0.47246096363936907 +-1.198740343163204 +-1.0091317692226869 +-0.8847725375276099 +-0.8396356940254641 +0.6168580719895788 +1.3436235809478456 +-0.4951588133214986 +-0.23254816631767272 +2.018730491957913 +1.2982171083896428 +0.5342409438189505 +-0.773596890666405 +2.0485269504855768 +-1.4699971078267495 +1.1239899847344943 +-0.5724417864934277 +-0.3385441712923971 +2.507496752027398 +-0.036122080011083746 +-0.11553421025368937 +0.04480690188974967 +-0.7377067474303387 +1.1289428144984774 +0.44699759580012866 +1.1370932409893824 +-0.7646612234056978 +-0.12650973058902504 +1.1398206525468177 +1.8185246992195445 +-1.190697552349993 +-0.7250655758185411 +0.5188177931513578 +0.6778454718010333 +1.9550840829922196 +1.3553173977039479 +0.845776426518877 +-0.044082129146026494 +1.1265595118672354 +-0.29246485980060255 +-0.07053648500455134 +-0.202262652631789 +1.181658675369832 +-0.11659408625438128 +-0.011177811854807818 +1.7242448548644345 +0.6880491714552546 +-0.5890474301518656 +-1.3191858474762137 +0.040550003420155356 +-0.10614508542894097 +0.41316882792747744 +-1.2553146619909734 +-0.6878207346879099 +-0.23374341364838114 +-0.5178855610152973 +-0.6871842581829277 +0.6018457147073778 +0.99284214478128 +-0.9077954444628187 +0.2555897794050037 +1.3239304826258718 +-0.42153129181092486 +-0.6506292580902415 +0.1517564321516871 +0.0570367227277051 +0.9496561597488125 +0.07161116578227422 +0.8503210311454708 +0.4593218401577289 +-0.4219678151828463 +-0.07829149371897959 +1.3504227187574647 +-0.03320476502238168 +-0.7184963729026785 +-1.4343543009831015 +-0.04414204036147562 +-1.40133887962741 +1.1049788199213986 +0.7297730731349648 +1.5765725160242017 +0.18161434613014804 +1.291660368759561 +-0.09136718630973117 +0.47188464922178486 +-0.23867579990803645 +1.4672811105249322 +0.6243197619931297 +-0.36993422541178345 +1.5290906572237755 +-0.625501817132526 +-1.0091317692226869 +-0.4148768820289592 +-0.8778686264570892 +0.0024621003173148637 +0.46572319183366695 +-0.5456639463381698 +1.9857403786980683 +-0.360665992230224 +-0.5774388245982356 +0.5506038855211997 +-0.7516333313869232 +-0.530132778771105 +-0.2694582514305224 +-0.5126500977640145 +-0.3784981211114735 +0.1472516324126274 +1.306185450595273 +0.7855753208865479 +0.11226280932198618 +0.7401159823300858 +0.651320959602334 +0.05363141704376573 +0.8376912981205155 +0.905793197144533 +1.3017607291077464 +0.18155723253406375 +1.7255868886454169 +-0.036744980366763214 +-0.6514849561167821 +-0.2253424868610847 +0.40386569895905167 +-0.46580102798063683 +-0.2807285664094934 +0.4957724401822008 +-1.2866225200280184 +-0.43458098999522954 +0.9767234843445732 +-0.5592739361758807 +0.3789481125905749 +0.7833507537407167 +-0.7104127710076806 +2.6418809287650644 +0.2844482403851454 +-1.39848481409528 +0.439105658337398 +-0.3352739431474603 +-0.5844274509511505 +-1.0341015802567028 +1.8582449015100013 +0.6592298944278688 +0.937086051450962 +0.7789944032949744 +-0.7426403463999143 +0.8178366764998951 +0.8110349921827501 +0.40063612992843733 +-1.0344738441635206 +1.8808404195978228 +0.8279207845701085 +-0.4048009739522622 +-1.8998579840744982 +-0.7467188129375719 +0.25616777199786633 +-0.5392532560469165 +-1.202738465022088 +2.2373927346748244 +0.5601055350065377 +1.1364926123322778 +-0.970559779616142 +-0.3902620969323378 +-0.3229987750459653 +0.09676153623108585 +0.7796221192847735 +0.44868178330465736 +0.8007180005892669 +1.1375121244624251 +1.6338171656885359 +-0.6217372653393403 +-0.8847725375276099 +-0.21967847806993368 +1.7274391786932313 +-0.08455172673758415 +0.2677950054356588 +1.319665949698548 +1.3295353567108266 +-0.25611085184691884 +-0.4428028123280019 +0.4181780018104563 +1.1383439747204256 +-1.4404578408902853 +-0.2643980891008566 +-0.7384679005016128 +-0.6984557913649638 +0.5623270628692734 +0.3533495593587841 +-0.3015200305185808 +-0.03867106069867243 +1.0273980642933345 +0.7217239957644066 +2.137986654972671 +-0.5615028691861734 +1.0852114818709588 +1.1699152240654696 +2.0937367645436495 +1.7001567565707028 +0.8165292552837241 +-1.2906576157910599 +-1.379115238519172 +-0.19775413782432327 +0.6314481315366584 +-0.528257994198237 +-1.0820473058924804 +-0.867724215895787 +-0.4719340902150799 +-1.8818945846863961 +0.11710020712146818 +-0.3988815792916778 +-0.46889251941899457 +1.2342091910854385 +-1.3401614160370183 +-0.9248249009548117 +0.2752730146592357 +-0.14711058102851116 +1.0702282770173788 +-0.9769875990712413 +1.3381686620700357 +-1.1805257887170724 +0.6221228369426666 +0.16542606496479317 +-0.2921536864922505 +-0.19509913825792413 +2.8325993951354693 +-0.0843976950067955 +0.9788923658678641 +0.7731063304606774 +0.7155630903789371 +1.578873796875593 +-0.42048609054410657 +-0.8447230448305119 +-0.9714313294976566 +0.5019483165100938 +1.1795149536388572 +2.265763940448475 +-0.814616802955566 +0.43631194750421665 +-0.3008630980157505 +0.14262471204424587 +0.7549475130613422 +-1.0647114704562508 +-0.6195667798260822 +-1.17062822236886 +0.1709786284932595 +-0.5471322252699455 +0.8176964157519016 +-0.8054347968463831 +-0.4942137104442885 +0.11711005977532807 +-0.7353546295136653 +-1.8240440528304744 +-0.17544005324057377 +-0.42737137469906683 +-1.3067254110979176 +-0.8262264534781512 +0.19447248559690622 +-0.015608024944640198 +1.3153986651213514 +0.5837735668834501 +0.32361690594864756 +1.3877942531834526 +0.08206775132078237 +0.7688248660179192 +-1.0086540664236772 +1.3525531773814905 +1.6055870733385542 +-0.4155361317437247 +1.4409113695753566 +1.3587274164680998 +2.3254072065283227 +1.6671937025493837 +1.8197656341397288 +0.18012013636419977 +1.0381245927997185 +-0.03543948518451545 +0.4970341405088433 +-0.7248667753559004 +-0.07530096943284015 +1.1508997624579638 +-0.8217491900666589 +1.0642402564613742 +-0.006068002976882925 +-0.40136410694347724 +-0.2598206492523698 +-0.23921961266422187 +-1.208462166022147 +2.1096657874258904 +-0.7505535285859182 +-0.06935661015950068 +1.148538698673745 +1.8135115091456937 +1.1601487056048598 +-0.7997468599648405 +0.9399571989670419 +-0.40722006306223846 +0.7037802765320247 +1.5432488500764474 +0.09521752483439516 +0.052786019609559975 +-0.4694020061574067 +-0.2543697685288224 +0.4366273888045529 +0.5603546415784294 +-0.4600429890704776 +0.9348679871347557 +1.5599235932157043 +1.857443728977894 +-1.3667521675821095 +-0.29504794211016394 +0.7449695506340683 +1.5553632033494937 +2.281935031434661 +-0.5590371263221401 +0.2711776728068078 +-1.5062387222203788 +0.3249251024753437 +-0.4755529852230467 +-1.5382946411839518 +-0.21176281335666136 +0.394270817033334 +-1.0532022250268342 +-0.5587440482914441 +0.6446420632996643 +0.5613344596395285 +1.6703563595897473 +-1.7081632156204734 +-0.6670796198204583 +0.16040810873023736 +0.5752542243249449 +-0.3611412725739409 +-0.6820735201080241 +-0.34828951629726923 +-0.37914060005204564 +-0.24769048652187187 +1.6129137205293982 +0.7394695437546885 +-1.128079645861403 +1.3163643075152016 +-1.208462166022147 +1.1325195016715162 +0.6315435023746022 +0.04725436582081044 +0.6735220677437144 +0.5915762918837578 +0.5159032659375669 +-0.10364831812104813 +-0.43848476784744417 +0.23411113213531154 +0.7135136205639544 +0.40232363068982835 +-0.41832371342928676 +0.09991501265783276 +0.23884455274449068 +-1.777944314487077 +1.8123297250373107 +-0.37017533841812233 +0.499556600201983 +0.8684773885793393 +-0.1502984922807169 +1.4027815188108375 +0.1206615516580043 +1.2569844818543792 +0.5109191378071299 +1.9116802215323836 +-0.6929633403599151 +-1.3080155625478982 +-0.5118554788521075 +-0.3443295772606514 +-0.24014157278845438 +-0.27454367383932765 +1.2647045514105555 +-1.4815079733869712 +0.9518129495343408 +-1.648630767253926 +0.6965842017914077 +0.0785569003157256 +1.7523414008580263 +-0.8317482202960811 +-0.23139295920452385 +-0.06460543267511243 +0.30349151778255967 +-1.4558401259784786 +0.7350846980755246 +0.5338800105240925 +0.5542293876674256 +-0.8312910012031036 +0.7326334603469078 +0.6971206187455974 +-1.141479383403324 +0.07128944835041717 +-0.05493701841643639 +-1.2639766970648232 +-0.35493300345974577 +2.230814420680508 +-0.4443946214601464 +-0.963326842055829 +-1.2085677730968092 +0.30842830102488095 +0.47447417726651075 +0.5536842911209812 +1.9934747435499527 +0.08047978522512422 +-0.5869217701784919 +-0.7672435206976611 +-0.26103088880780856 +-0.7264615025822985 +1.8190896924444118 +0.4682344793360408 +0.04686706079073932 +0.9155041297446538 +1.8855861076267475 +1.107576553498735 +0.13447536234463997 +-0.7280584251635798 +-0.35267906638879 +-0.2331837683183593 +-0.2598206492523698 +0.5115748823288064 +-0.18779665337460183 +0.7782478174286269 +0.40519908495491497 +-0.10978594997117508 +-0.5908799271317156 +-0.5985761824816129 +-1.2449983436423526 +0.9750953791961975 +-0.2805153320895346 +1.4506336608714476 +0.13968271789221465 +0.27489038971585456 +0.16738802447575685 +1.1008273349815947 +1.64523070041102 +-0.7174176347271262 +-0.8832931506903838 +-0.41534655318808866 +-0.7150688283198976 +-1.0978667817811978 +-0.15304373775879432 +0.6134920483791674 +0.36049605389897676 +0.5493486079963822 +-0.2818553075855734 +-0.5302864002532213 +0.6752488541321997 +-0.42633186486070906 +-0.6195213471950343 +-0.979146228361369 +1.1979770575426918 +0.27821110771868396 +0.32441152305707477 +-0.40842241734111284 +-0.9903205970817437 +0.5478892865853823 +0.1629151151004502 +1.2810700891933677 +0.7833892922472213 +1.4432308621384595 +-0.9212627278984749 +-0.567403219001648 +0.6347240294083087 +0.009788727974852751 +1.482067996953414 +-0.3540074668116573 +0.9108769580333114 +-0.8770130988471174 +-0.48045862419668284 +-0.8789852092343695 +-0.7346008362641006 +-0.7988196850366167 +0.28082293758512167 +-0.5981512401658922 +-1.1216683875183682 +2.2229860386409466 +2.2437076519563357 +1.1037021010748846 +-0.18226314009167233 +-0.06809187526889815 +-0.5804232691914337 +0.9327053783682765 +1.2654601101994611 +-1.0567883798129953 +-0.8233932961860662 +-0.431640743071273 +-0.011275442427868487 +1.318988831495304 +-0.1838831387737312 +0.10880983033988323 +1.0972867787861154 +-0.40135487554765725 +1.3875445958442003 +-0.7347759110227581 +0.7074703373226839 +-0.4942137104442885 +1.5041851692045525 +-0.669212815896906 +-0.45323942017810603 +0.05533254266861243 +-0.8889802514004077 +0.5067699522940923 +-0.5994635169837057 +1.3539075025569969 +0.5146650329169855 +1.10549094402176 +0.5320428931149723 +-0.22472313569756874 +1.5220405717916385 +0.3769953192815074 +0.03077358131300656 +-0.9567600841233181 +0.15441392142646282 +-1.2286021821091029 +0.48211608346793355 +1.155947831883625 +-0.9575828965512687 +-0.4649575275494271 +-0.6210924856424036 +-0.8717081029361662 +-0.04455152942068952 +0.19989529826273023 +1.0553345022171516 +1.636318099515167 +0.4025851646724323 +-0.745923903453316 +-0.49237069813788237 +-0.7780902299584191 +0.5870077307881036 +-0.23107092927677386 +-0.7309352540827554 +0.775690421758717 +0.18108266835882048 +0.6233399955343295 +1.756187654873439 +-1.1941526649981449 +-0.5233073283343452 +0.8333881785662804 +0.9362299578160442 +-1.1805257887170724 +-0.09500619103629249 +-0.5527253979072293 +0.6505302150565183 +-0.08474663065289212 +2.2120806672500644 +-0.12258705968889494 +-1.6283713979602252 +1.8013130727882367 +-0.7829686641387337 +-1.1876472051182514 +-1.3448392321437566 +-0.4329337818936152 +1.3361582049999106 +1.1806804872913044 +0.6008926836429874 +-0.22086665739451994 +-0.21712088833737786 +0.9782150293624552 +-1.4073102105233701 +0.02884470390667504 +2.4443525706612093 +-0.6855586933432196 +1.1966027012691671 +-0.3159203124439076 +0.8112427569120659 +0.4068692896470165 +0.35143974673586964 +0.8337965372880307 +1.736046688004133 +-1.1021201483098846 +-1.6798407322685742 +-0.43154270540590467 +-0.5730050015385497 +0.8692864928725504 +-0.9398305099178232 +0.30171465207292525 +0.9382048591070862 +0.9002295523268581 +0.32475652491272466 +-1.157206160634734 +1.066124506604003 +-0.3968700523391091 +-0.0033509116015664198 +0.6689861368086684 +-2.0058499690259364 +-0.3038343330954085 +-0.6544446980293994 +-1.578993045380181 +0.6151747141944828 +-1.208462166022147 +-0.618924356013629 +1.4721708359976204 +-0.8558938661185147 +2.0529159090367983 +-0.6756168004574814 +-0.5910640034218915 +-0.08184002598703577 +0.8258923090933583 +-0.3684433803794296 +0.969623586749151 +0.8651033733017954 +1.4641925423969016 +0.11193294395701336 +0.16671846008648616 +-1.1281763169605563 +-1.518886216977478 +0.1195359522047248 +-0.810516213460609 +0.6728765634358364 +-0.5955739979438834 +-1.288512161138649 +-0.3587136009753402 +0.0024621003173148637 +1.924595737309861 +-0.08455172673758415 +1.501184304105794 +-0.37360704539080003 +0.9350879293214712 +1.24953484286184 +0.45553447953339454 +0.25432219201687123 +-0.43118266968745744 +0.6952523435647335 +-0.8659170513163703 +1.0906630579245993 +-0.9872674233195804 +-0.7599198062684391 +1.1141271532404882 +1.287563271428261 +-1.1579223635615254 +-0.5592739361758807 +1.2191187739165505 +0.005104856706577454 +-1.1836069154142757 +1.7258911951225757 +-1.2422101192228467 +1.039527844810407 +1.7203431395027589 +-0.08100126351891879 +-0.3832646556522199 +-1.0589009168843466 +1.281565437191217 +1.6146488854744705 +1.3755520418704485 +-0.4084378545879397 +-0.594174495100591 +0.1639234770866882 +0.3727187585089995 +-0.6927463408472039 +-0.38826676924620895 +-0.400387570907927 +-0.9194321614559593 +0.8851624882428348 +0.3777417550064146 +-0.7319054166234231 +-0.032509295894776136 +0.20029589762340083 +-0.5552879291184032 +1.5938171280210989 +-1.0787330846134582 +0.6301665621331329 +-0.5171677589986485 +0.22194592752049624 +-1.4078217662826225 +1.858820520964124 +1.169719279283093 +-1.5745515259084906 +0.09969875839768272 +0.02148051911296811 +-0.1950162815199219 +1.6760745679698583 +0.5207434944060164 +1.9368631944311998 +0.008857061672087996 +-1.4594915488273283 +1.3575172953211154 +0.9495660088228263 +-0.9361053870389355 +1.3613140265516366 +-0.5332197314113538 +-0.7442602642545486 +0.7732887315482151 +-0.23107092927677386 +1.2098624396578936 +1.7816935033802745 +1.6540886231570413 +1.438086345480646 +-0.19344921049533514 +-1.5407006260457012 +-0.832005779500248 +0.3695726809332889 +-1.1770387370009283 +1.4382056889813244 +1.9711543540228056 +1.4677636874537416 +1.6145062228561247 +-0.6270745392868431 +0.26867980028535055 +-0.639297619307218 +1.1376265320959664 +0.7944845315745427 +0.35320836621545637 +0.2514530434630595 +-1.0781876800398256 +-0.7055410434818956 +1.2135028721315864 +-1.2699977579917592 +-0.11777173428561638 +0.6471378179162464 +-0.9015077276176133 +-0.9393638858458346 +-0.14138784154281514 +1.0382133191463552 +-0.21378673768278378 +0.9925825388856335 +0.4568154185426202 +-0.028788263900863642 +1.079127700478204 +1.522046117201739 +-1.337509938897452 +1.3206405650127713 +0.7583441698677981 +-0.7724021616976802 +-0.1758433795556833 +1.3499116109384175 +0.45110289526290626 +-1.4699971078267495 +0.7269968356632662 +1.3743953009183085 +1.7011153051046084 +0.4217854439271279 +1.2901257280736236 +-0.8548081180132989 +0.2377070132597776 +1.5659755632936678 +1.417781317982084 +1.1297716765564925 +-0.4799978137175782 +0.2419268407950681 +0.5534274802387201 +1.2637406475023032 +2.280519850769716 +-0.28400836541897445 +-1.6645434303992888 +1.3498561836073915 +0.9124780028085895 +1.4142188806044624 +2.071439305008309 +-0.5728513053888067 +-0.3214119531167079 +-0.1080888854970421 +2.581489035331402 +-0.7104171133776171 +-1.279347085632557 +-0.5662795377998473 +0.5628755932378825 +-1.02999695525821 +1.7939274759103796 +-0.25487948394009985 +-1.0964886669657066 +-0.645674429169107 +-0.131620133528769 +-1.523850789695668 +1.411894750956069 +1.1079461910892012 +-1.1406311876754849 +-0.5849525311235388 +0.022647092923111067 +-0.34359635662899457 +0.07555971121424299 +1.139193457007814 +1.0607901833180398 +-0.7470889743004259 +-1.2270358477671897 +-0.6282822567503357 +-0.42842578813651877 +-1.0974059268218488 +-0.7035135161362622 +-1.0791969159525516 +-0.2772334152116289 +-1.0364184409712887 +-1.3718195080349362 +0.9800480021807008 +0.16546716478173318 +-1.0790884506499165 +1.0114013072893724 +2.375930599653871 +-0.9207687814455037 +1.6881867236996877 +0.6815690195775247 +-0.44332194944267145 +1.8997449457208244 +-0.4589585159203804 +-0.6567627047267539 +-0.40557459434305 +-0.4898132922735463 +-0.8397728522144652 +0.9124143017484361 +0.6458927270559396 +-0.6062761407111728 +-0.022352437300630745 +-0.8643953709064087 +-0.5532612210827585 +-1.5083880762643949 +-0.9100964002516361 +0.3881687935041551 +-0.7043194350625477 +0.22502251618958402 +-0.6648714631645749 +-0.3628688068905179 +-0.08662391083593768 +-0.2726416685475077 +-0.7938813510764429 +0.2913119140390774 +0.8367955818371285 +-0.45149686699008074 +-0.7962083882322757 +-0.20209412201180177 +0.570210945818137 +0.9568427686602037 +-0.834828611154419 +0.38208803464055086 +-0.5595569038806418 +-0.567403219001648 +-0.7915540871170417 +-1.067893802205964 +2.7178769839406494 +0.1899736355334054 +0.3932523375370076 +-0.6598848850489283 +-0.9509674946807651 +1.0827245113162633 +-0.5126500977640145 +0.6300707178545119 +-0.11553421025368937 +1.2463756070381176 +0.3372099523124359 +-0.11814597096522195 +1.1811952964384886 +-1.573270163555903 +-0.6394614084151717 +0.20733914939662879 +1.1505082021017623 +-0.29001047312706274 +1.6743704287682726 +1.143061972545839 +-0.14980477551947557 +1.3531828563644914 +-0.9918245116482032 +-0.14846858097025728 +-0.5060303768015946 +0.3871031315971978 +0.17335293135622498 +0.5098985240893246 +-1.1109094419347914 +0.1502189473776414 +-0.0836744344968976 +-1.4424786896866624 +-0.8448398026827029 +0.1307548449365874 +0.3269816889010606 +-1.4653240663785896 +-0.7044560098507713 +0.22681310877787042 +-0.5563011312081176 +-0.7656625903078615 +1.1679479108299815 +1.3758514299387044 +0.42716702883878965 +-1.187196580633247 +-1.0651888054148313 +-1.1876472051182514 +-0.1016236381748572 +-1.1005699311722736 +0.39632622711213017 +-0.41288755709591385 +-0.10528974926118306 +1.8046991977952525 +0.23248708268370266 +0.886723907599243 +0.015242378705098147 +0.3677962218031334 +0.05716738347479611 +1.2552665622194152 +-1.9899112780542598 +1.7407646428787873 +-0.5972663629232184 +1.6110599682658817 +0.5367218487904636 +1.6320856350513924 +0.225306952027025 +0.2299517364010062 +0.7484677872337671 +0.5254509720541707 +2.5744535866538474 +-1.3547872765821038 +1.32882197002996 +-0.7548811017826189 +-0.375776988756533 +1.9374480979450626 +-0.11790970709359572 +0.5815630299510847 +-0.6426312631817725 +0.8143934830961868 +0.3270738223550511 +-0.2571297978142342 +-0.5965329011954843 +0.4485524090179277 +1.48388116560626 +0.43575317574666494 +2.075888139655356 +-0.8791753553159838 +0.47501274006868976 +-0.4443205685933902 +0.35202082021024084 +-1.0593737732873674 +-0.3587413648275468 +-0.6723974863688147 +-0.9634091656146766 +1.3389550544800286 +-1.1965069836103037 +-1.1638928460957918 +-1.1336127148597224 +0.5975500867127443 +0.25048307527811176 +0.49282828123132005 +0.8952407872850767 +-1.3577737689723697 +-1.4404578408902853 +0.6342173224205485 +0.22408456398153542 +-0.42048609054410657 +-0.2598206492523698 +1.4613227634661565 +0.01939692174046459 +1.1936080602877215 +-0.24572046013105475 +1.3857646118704794 +-0.83066121264965 +-0.4503433768464733 +-0.11777173428561638 +1.161407863976633 +-0.4017428032783621 +-2.1046676460531932 +0.8305022993208424 +-0.6393433446911025 +1.1269161773808545 +0.29228122730797423 +0.28936604694260337 +0.16412492574061233 +-0.8093555370590133 +-0.13452167248452174 +-0.5402962936341771 +0.25319350216903924 +-1.418880952593847 +0.3105366132854659 +1.3294833890220754 +-0.5437938619934906 +1.2936858272198426 +1.7970105553249311 +-1.2845201242117708 +1.5483349073597052 +-0.8687969840638248 +-0.44012910773207836 +0.10757287620987466 +0.14021841769991705 +-0.6408521861359078 +1.2561996643635367 +-1.4537050817795278 +-0.7558518478461167 +0.36876955455755933 +2.085488076440897 +-0.39696011136143006 +-0.8453078468712159 +-1.1844812580458957 +-0.8120566467954919 +-0.09737021386986422 +-1.3546122523652375 +-1.3138066201886054 +1.2014417641071333 +0.607413747248851 +0.28892102512401796 +0.26149041508301796 +-0.6165793651426688 +-1.0695603038082142 +0.9904411459852938 +-0.9238540863728133 +0.1986263808629518 +0.8723722753785146 +0.331118458956176 +0.40368471081776436 +0.3200681820125755 +1.0145479629680891 +-0.1932832966450937 +0.23173777281258756 +-0.07042662905174124 +2.166720021461771 +0.4209184620473453 +-0.5272094835411838 +0.6776261249018274 +-1.1172941557815852 +-0.9634091656146766 +-0.19905103860511786 +-1.387545652956958 +0.7397437671525342 +-1.3890587674804644 +-0.2743281272107254 +1.5295284159849734 +0.5241896983453549 +0.5513742390427597 +-0.6210924856424036 +0.932936826306851 +0.8414110998636317 +2.0601860502012848 +0.09189228170491104 +-0.28011407463111127 +-0.11777173428561638 +-1.1005699311722736 +1.4877278048776563 +0.30877617984603933 +-0.8164691825140782 +0.10984183455500918 +-1.0094893723359375 +0.10936058814236227 +-0.5418606002428592 +1.3997329639174243 +-0.9176664518423627 +0.8799282525959269 +1.2635934825566644 +-0.26087663828244145 +1.6416818377367952 +-0.22689540340201653 +-0.051818504596463644 +0.07526000351467088 +1.0058110869413992 +-0.9474038766096404 +0.6074295460433571 +-0.0024713468355472834 +0.4152691285369823 +1.6194411944167726 +0.0024621003173148637 +0.5538957730027241 +-0.1463001617012747 +1.6997398138962756 +1.7098736514498687 +-0.8269656659621036 +2.4351582482405303 +0.7354532628312638 +-1.1406311876754849 +-2.305822792661941 +0.5023615174369344 +-0.9281273945129298 +-0.09724819516601158 +-1.4091422731188792 +1.0127578136580286 +0.26557180616454557 +0.8972890439616317 +-1.3724608199160957 +0.3570762229285869 +-0.4649575275494271 +0.446127040134633 +0.0727741116287246 +-1.266013189503992 +-1.1772811574247561 +-0.9429586827072596 +0.1282559005074453 +-0.45227813620908086 +-1.7975278732762296 +-2.0105238227750832 +-1.076033611040227 +-0.28021523931410286 +0.7159167676349454 +-0.440742604516827 +1.484121614463239 +0.8145696520540726 +1.9339882796006678 +-0.4437638049816137 +-0.6157022844523956 +-0.5845112754212574 +1.0796521717118728 +1.4451147011487633 +0.7383551516077164 +1.1222133019907197 +-0.5064975036925485 +-0.5904501224145955 +0.4711874524973687 +-0.11553421025368937 +-0.4600429890704776 +0.7052609152184768 +0.4078186034863478 +0.15873170267647674 +-0.044484169014304964 +1.3724992963448095 +-0.0012264511679378476 +0.9260030222435531 +-0.678705609133385 +0.6267943858327263 +-0.5930571679282415 +-0.4600429890704776 +-0.7752280481258804 +0.19460867276858873 +0.5276118483328863 +-0.640931324100209 +-0.5804113829612962 +-0.20729020729168157 +0.6037476187351668 +0.23993124026203816 +-0.989287796177936 +0.215386971326742 +0.8823353102907928 +0.11695287981618496 +1.0657855741278186 +-0.12136689025152436 +0.44061520788747177 +0.3898110241354531 +0.6243728091587226 +0.39596015413004926 +2.035144689110109 +-0.66558680652349 +-0.15917823067876102 +0.5679649323751631 +-0.26166475375816933 +-0.6072037615579058 +-0.6627444792379311 +1.4606738984302412 +-1.3487748294595505 +-0.30764826427791125 +-0.9970048126174631 +1.1708069189916994 +0.22642956540555703 +-0.6691424741927783 +0.1561629313665185 +0.7671807823188284 +1.0354169170297856 +0.34382140128008887 +0.3884813715993034 +-0.2674662143841766 +-1.0704223654764395 +0.13667372983333936 +0.37776968673853517 +1.2748868071129709 +0.7840095053114831 +-0.7057813088301597 +0.22939500206118746 +-0.5118554788521075 +-0.7594691329828325 +0.1835188523678264 +-0.16265746146376636 +-1.137327087820731 +0.15945854373714008 +-0.4520215545149222 +0.17388138929850516 +0.6976788134897444 +-0.04135930399776844 +-0.3876531727411603 +1.8390904312850669 +-0.5895601145187133 +0.6716112450967922 +0.06941568994420133 +0.38704850472578656 +0.19778160598607442 +0.21363904300919234 +0.8120266331945811 +-0.2636663011653735 +-0.7620855704460783 +-0.395978509182908 +1.2073806455419056 +-0.2289711398106571 +0.48177746785605746 +-1.8261032975231748 +-0.1228375482107722 +1.125323843582942 +-0.6525821546835813 +-1.4901849851886535 +0.6139998896232112 +1.043159960430807 +0.01967557166976608 +0.6500168800888886 +-0.7069378254600394 +-0.5420328880875633 +1.058199241308455 +-1.379856153451219 +-0.7527518545499499 +-0.5577885567030219 +-0.923098505756474 +0.3109886074820345 +0.3492277672466044 +-0.25543360094778467 +-0.1512761937974969 +-0.22030207730349316 +0.5774859810106432 +-0.003667769834917678 +1.0240286450908636 +-0.5244360754160475 +-0.7265063312923754 +0.48106666120070785 +0.17142047344102895 +-0.12049933178244898 +0.6496243790277187 +-0.8987828697946432 +1.076600649107077 +0.6167156890554212 +1.4625357626562923 +-0.44095558668953294 +0.8105573543223523 +-0.3035542914461353 +-0.5050077050903354 +0.10269413297405605 +-0.7356908951360772 +1.3893003376605737 +0.2555575299099888 +0.06418368585968892 +-0.42104381990890705 +-2.039113592176362 +0.46592436155939987 +-1.061663109228033 +-0.4649575275494271 +-0.9041711684598308 +-0.6203496580458925 +0.9991512742712769 +1.194115369376637 +0.7855706763944593 +1.7987737034082971 +0.17422167602173522 +0.9063366669538067 +0.6769002701955668 +-0.7599198062684391 +1.6501348907456397 +0.8561909760095835 +-0.7412887131689114 +0.4454820567254305 +0.004247987214677673 +0.3405517577056676 +1.1173844095167176 +0.745022886046186 +1.1297965400357595 +-0.887887225835676 +-0.5350880211910158 +-0.1260496053536342 +0.502800413178835 +-0.11884126132243522 +-0.569313731489258 +-0.37166681402470814 +1.1269161773808545 +0.27773904486034096 +0.12441315489036109 +-0.456324469706785 +0.08738986063347531 +-0.8940448228714777 +-0.15573362603914087 +0.4153734211788134 +-0.9212627278984749 +0.6892681959733042 +-0.4610507636266463 +0.6630841081430959 +0.5341516266487757 +-0.947680524874758 +0.11768934051010849 +-0.6564374313926225 +0.0026645665919493577 +-1.3981711215994461 +-0.5864049900629835 +0.8736669718398351 +0.39453698752009636 +-1.149622555969668 +-1.5969227386486082 +2.050003539901911 +-0.7030761997297734 +-0.8553210945344771 +0.3274823597063157 +-1.1061893889736654 +-0.0791869644609553 +0.2335903947043938 +2.1081256839874474 +1.3178130483937747 +0.34578371082878445 +-0.19422268357085337 +0.8112491142989339 +0.8551458792314404 +-0.8273519704811418 +-0.2530252013403116 +1.381764730858051 +-0.037416000334643096 +-0.9978575669717493 +0.3670639249092411 +-0.651618020306457 +1.1814309606699505 +-0.7168333146767152 +2.84612288881499 +-0.5723325452538119 +-0.6506292580902415 +0.6494460554154368 +0.4126395167481476 +0.9841232016583198 +1.002778017430246 +-0.8155267191694042 +1.0921692094028004 +0.06583998257564994 +1.3000391777051388 +-1.0774804370474227 +-0.3443900181162116 +-0.03739963639458699 +-0.05980420171827738 +0.23085374580992823 +-0.4334607085381392 +0.11106849658688045 +-0.9443138038942571 +-0.12406335590519357 +-1.681637161167444 +1.035922252035506 +1.1154265128465308 +-1.0589009168843466 +0.1720175878494492 +1.0802003987215234 +-0.7889786131867274 +0.6275404569450275 +-0.8062760190453613 +-0.1260496053536342 +-0.848144878182401 +1.5192420575833034 +1.9717500997570139 +1.3344365350883054 +0.17549063158130296 +0.7622752399883644 +-0.037880590732390695 +0.13290842756501786 +-1.1993071831141746 +0.5615234032036113 +-1.191459192296005 +-0.7483841771664936 +0.5129129911580211 +3.1527695603676515 +-0.6762324853148973 +0.3242731975165536 +0.2172645210823545 +0.14468413090369747 +0.21532152114110525 +-0.39696011136143006 +0.24327549509494162 +-0.3929083079068212 +0.6483296688340312 +-0.5802828158225035 +1.226971353368372 +-0.2618300109106233 +-1.1213948944745034 +-0.01953259820681974 +1.3355687047190945 +0.47478454575852935 +-0.6780289231198466 +-0.8484402631835266 +-0.28825835069692496 +1.1516327549661896 +-0.01953259820681974 +-0.7842001578746975 +1.340686883529186 +0.038974202742503294 +-1.839531662563068 +0.1911764893318233 +-1.0699612016806306 +-0.47145964986151556 +0.5127404928147229 +-0.008176564207602599 +1.2029930514553882 +1.4634856628957615 +-0.7160477022847793 +0.22891290639108375 +-0.9653144057078542 +-0.17157842269152201 +0.4923204147123209 +-0.9138768186908832 +0.3217390424229214 +-0.642467670908502 +0.6514336771863884 +0.6812034231317099 +-1.1879535881697136 +0.7984408846101405 +-0.2436215570657625 +2.1043897056527228 +-0.2562227592183335 +-0.19245757610612246 +-0.5901771233106583 +-0.745923903453316 +1.3858320485582654 +-0.3086112387216391 +-1.3194473618475264 +-0.6776280342827627 +0.45336689875241587 +-0.19397590828442612 +1.5567183777715181 +0.00994177091088555 +0.5113224835446242 +-0.9399341942047377 +1.448441125534192 +0.048329473523297306 +0.7705617873383631 +-0.5178855610152973 +0.7945901374398678 +-0.9996960859089565 +1.919365636685236 +1.0597548812217352 +-0.3192759997709469 +-0.7713030750538072 +-0.9291857278122073 +-1.0865817102499262 +0.12550435946120997 +-0.41981538773549776 +1.0570333413922197 +-0.047294926204563215 +0.944212050733757 +-0.8017741182354694 +0.9393216194229586 +-0.6165793651426688 +0.7441557132411837 +0.1563163833425283 +-1.9607574018738858 +0.45284476954387853 +0.7015516736422149 +-0.6395858511595724 +1.440937970733174 +1.578326898151009 +-0.0545514513963441 +1.3163266847152415 +1.3270423691576299 +-0.24858356605579202 +-1.3860015779215038 +1.8998531768208253 +-0.865403457694045 +-0.618924356013629 +0.38628104247031025 +-0.03356805757951764 +-0.9760030329732201 +0.1707908377132219 +1.4021933524962027 +-0.9669638459121721 +0.16459069632321666 +-0.3387248487013299 +-0.8093555370590133 +0.03463101307655747 +0.25643406024400006 +1.5847804586181897 +-0.824910681634512 +0.05656552947073634 +1.224594073561229 +1.5909468037881251 +0.057559203743467124 +0.4068141494111166 +0.823491753648998 +0.04222530050802131 +-0.5194396887687176 +1.1110493854164014 +1.4003393799828496 +0.2946563650132217 +-0.40024841194240746 +-0.7515300667013065 +0.06681925779354825 +-0.4858572572468587 +-1.5740166608884918 +0.36351580041022546 +0.11277820348158696 +-0.5517398360392045 +2.498038143273625 +0.2117654077999589 +0.8458905643627759 +1.8140046948840858 +-1.1194862291854055 +-0.6009935730871545 +-0.8120566467954919 +-0.5441176494711333 +0.47903399517044776 +-0.4577333253946292 +1.8649741979702275 +-0.33309879855324254 +-0.20303591813071642 +2.088131572098617 +-0.2719874733180403 +-0.30693144893060365 +0.0830832601572633 +-0.7795267917312265 +1.172425972159443 +0.41377160522460654 +-0.05683061114954846 +0.20465952643331842 +-0.27796514345590095 +-0.83066121264965 +0.5817754795606271 +-1.482575016419171 +1.174639658056239 +0.9024889594402894 +0.4584000897885573 +-0.7028628786705737 +-0.3195909970300983 +0.35202082021024084 +-0.9339475585747965 +-0.0431247262432477 +1.0936412664345618 +0.6190250546544293 +0.20877386916625196 +-0.9750566914897307 +0.8257138520543663 +0.7642500626575723 +-0.8656041215777721 +0.7178098315180216 +0.8084160329676046 +-0.5707618641662779 +-1.1393778421068284 +0.840424393437883 +0.9012831503404062 +-0.09331224086642176 +2.527558564340508 +1.316513456077495 +-0.7554081871509202 +1.3677002626011059 +-0.07798341821697363 +-1.0409322264666852 +-0.5930571679282415 +-1.097271797234769 +0.8893304741103519 +-1.2761182892933989 +-1.3259538175280774 +-1.2864196926618288 +1.182763522724192 +0.060061606190663586 +2.249547858984305 +0.3494150147918651 +1.6292521910862976 +0.24106310560823463 +2.647100026664006 +1.2862175643008436 +0.5072310199881703 +0.49983946399892887 +0.3394135902831432 +0.2683019268763749 +0.36564426918161175 +0.3943293435156172 +0.07773886776031769 +0.9232123334464257 +-0.4719340902150799 +-0.732200390141613 +2.4940805983186287 +-0.4018895135861982 +-0.21367338484503473 +1.278679613190414 +-0.24693219240008402 +0.15962908823367106 +-0.9403019383313205 +-0.8466496308519522 +0.5534274802387201 +1.2661906642105758 +-0.47228418516247284 +0.42966897568390927 +-0.7877899499066165 +0.8056013171651832 +-0.9430841449434748 +-1.1005699311722736 +1.7178453761473425 +-0.049207264073236834 +0.933879726831754 +-0.10573662392017624 +0.06583998257564994 +1.138683549860894 +-0.8940448228714777 +0.8500443831138593 +0.8138728106016707 +0.5115014540606098 +0.3328732803186405 +0.6025720502666604 +-1.315052496649149 +0.2928799558487394 +0.08079440887516487 +-1.1876472051182514 +0.8265929147720457 +-0.2805103547955532 +-0.9010541144910755 +-1.3725771295022287 +0.37816041557240654 +0.029326838024521518 +-0.41966980948026267 +-0.6627444792379311 +-0.6544446980293994 +0.04033775679031315 +-1.9056630249223394 +0.6157896895875299 +0.5945353886814173 +2.391181435969578 +0.5854628022170002 +-0.37444327695514534 +-1.0534697692254973 +0.5861710337140493 +-0.8790044106909845 +-0.7095544030063747 +-0.06298921157375337 +1.6330424402924821 +0.6310203803437705 +-0.42512801932497046 +1.4186248477400318 +1.0493413116223065 +0.22202762043438407 +2.1719511870803885 +-0.10185124785655875 +-0.5825297819265651 +-0.2807285664094934 +0.15698019348068692 +1.0360571739481386 +0.5163104970057993 +1.0266921903422062 +-0.9847635555558139 +-0.5515098182217708 +0.17652704295231758 +-0.16386664458323885 +1.0391057084047826 +0.627243784855321 +0.7060379600035918 +0.6133974091666774 +-0.5666487122762323 +-0.31422692720656165 +-0.4692354882210896 +1.8501243282546045 +-0.20106090947269473 +1.3691449945103826 +0.43983991284922574 +1.3987481538876168 +1.0354981187239383 +0.8624407197554923 +-1.0164447450459164 +-0.2680628183781817 +0.5911983759999108 +-0.4732189527779149 +-0.5653762418577934 +-0.1388824763627594 +-0.37884984873778915 +0.1507687118118004 +-0.6003853521796563 +1.2134488238095993 +0.30770779308858875 +-0.7254408443980669 +-0.3094675589712039 +-0.5801047138208508 +-0.15504571920727228 +0.9610953419861393 +-1.4904597856631074 +0.6826575128460433 +-0.9171678582454428 +-0.39359709370596474 +-1.3407136374615405 +-1.0912885357355493 +0.3818281763867968 +-1.0024228485190876 +-0.23856491743237318 +-0.6553148812967491 +-0.6397861431060479 +2.176497318844503 +1.3929143075512074 +-0.6641602279593801 +0.8646684438946307 +-0.8393199788806314 +-0.801437536144777 +-1.0539257397756474 +0.9997229391131859 +-0.6637760341122521 +0.7687806344867882 +0.2408793534729603 +-0.4649575275494271 +1.6946636941223523 +-1.0184331105810296 +1.0693333206370568 +0.5220744446287613 +0.9695277252955006 +1.1270619157004598 +-0.9919866351330673 +-1.4259958077269412 +0.3085252617043246 +2.316438235490798 +-0.8680863698318344 +-0.5804113829612962 +1.0506438252605068 +0.8638578385795914 +-0.7994708667351196 +0.033835963914291556 +1.2145823371574402 +1.091572915029834 +1.5664582370203128 +-0.6481120543662628 +-1.2106949054554188 +-0.2621062614341092 +0.7796688638009279 +-0.03172776893384022 +-1.1985084452147605 +-0.45482084639891807 +-0.31112739289727687 +2.6184543389463704 +1.060172944292398 +-0.897653992486755 +-0.9206141082239898 +0.17732193779749372 +-0.4540049223947531 +0.33000745097783524 +-0.7363324670378297 +-0.8265276595987907 +-1.0532022250268342 +0.4073177706762907 +-0.7630805856777148 +1.0767189041204486 +0.5565102147160949 +0.7997290820029082 +-0.7989921286317623 +-0.4002784337747296 +1.270725910097463 +0.2848851546404345 +1.32141824297694 +-0.8331150662071365 +0.367055710036287 +0.9939265476568826 +0.031438290203599006 +-0.32703076431178624 +1.3818839470955115 +-0.23780343080966682 +0.25432219201687123 +0.7001477148131519 +-0.33698711772354484 +-0.6192914718139573 +0.004888290877775869 +0.3215374156744142 +-0.9209541340843042 +-0.6347824511156395 +-0.9828164100327212 +0.5139144483697657 +0.380968479081476 +0.7787463635861351 +-0.5133918327498221 +1.0030669437419846 +-0.20425653453195758 +-1.2392488471618757 +0.25214503443142533 +-0.6950311152710138 +1.1667958066998143 +0.2608562355325168 +-1.4901849851886535 +-0.37832872057679134 +-0.8032902314067956 +0.18181584496881453 +-1.057537796690239 +0.45166410640424937 +0.03417051587602482 +-0.8695202322541338 +0.6361885066200723 +0.825241669408423 +0.5461141988062256 +-0.43410804548170656 +-0.5261431465757285 +-1.0942270472222804 +-0.8920835454287204 +0.29828761566639583 +0.041204336096475336 +-0.3985636452907406 +-0.5196269144226213 +0.017625711168246738 +0.8725185224956885 +0.031735090097671614 +1.618386325908502 +1.3815587395405047 +-0.8120566467954919 +-0.27585132074231633 +0.4723166035182539 +0.40814064224284197 +-1.440829405660875 +0.817563825320945 +1.2739266083479266 +0.7207939614467481 +-1.1565934531337358 +-0.8350795767782655 +0.4772330911138042 +-0.12117796567611294 +0.03195192480423881 +0.23136620944053887 +1.4170058422558605 +-1.0151645098124886 +0.8328697096482587 +-0.12768369306110383 +-0.5013457338011429 +0.9309343704509703 +-0.5767762755448422 +-1.0671151867309807 +-0.20415858509999962 +1.5127271051111184 +-0.6630818495757271 +-0.6724073337815066 +0.0024621003173148637 +1.8974631445648942 +-0.07016886242808473 +-1.4404578408902853 +-0.600493732613435 +-0.7544878325287003 +1.0574949069802764 +0.3851122039976871 +-0.9212603026638213 +0.5119481110066165 +1.5209429465516993 +0.17551197133266316 +0.5188829692538991 +2.291052153586283 +1.0227747091826913 +0.7885609038400435 +0.022317185869716427 +-1.202738465022088 +-0.8055644890796865 +-0.0855365677669171 +-0.5048961971397641 +0.23930061190784557 +-0.9677256585581633 +-1.293147207988854 +-0.41059502066035614 +-0.41364068443964364 +0.03024385121635298 +0.4800400641567376 +0.5306408091377715 +2.429072706314701 +-0.0998977835641599 +-1.117983404782446 +0.31417294162881637 +-1.491911227652352 +-1.5758429909412475 +1.9413076074874218 +0.30835956319072766 +-0.6574676546881193 +1.4659082183741396 +-1.0073341678069823 +0.543740718057889 +0.32089265149602597 +0.3990788283794622 +1.0174111535624382 +-0.9634091656146766 +-0.4860105788350535 +-0.5856662829161223 +-0.621541422910771 +1.6161730537017982 +1.4251174061751404 +0.27486884998386607 +-0.8029241024797384 +1.5158143877020165 +-0.34814653409182594 +0.32512240658855296 +-1.3931069436807832 +0.38565133752154956 +0.40232363068982835 +-0.9978575669717493 +0.06418368585968892 +-0.37681448660745787 +-0.1962125693133112 +-1.4226571709452491 +1.4654683204565786 +0.5618035760629834 +1.7688046943614388 +-0.8427919000593853 +1.6898406066951175 +-1.1596136025786938 +0.5211907214126872 +0.6680641568188029 +0.7593213004338848 +0.11750021098191277 +0.002922779558296895 +0.4660052402196829 +1.1925666792260425 +0.4361805858198061 +-0.1388077756461743 +-0.43064824900404486 +-0.26830030585276043 +0.17894612397080034 +1.1330960444598168 +1.533932846975002 +0.15193649726900138 +-0.11790970709359572 +-0.8511741224249412 +1.6224792649755186 +-0.42445429528494283 +0.4006452742918416 +2.5967067125712093 +0.32740966745715294 +1.2600343563689778 +-0.08123570560782101 +0.762621870116682 +-0.24023179389283134 +-0.6160485931208894 +0.47417401905739254 +1.255922712347642 +1.6019941648870328 +0.9681913217506677 +0.2814044248605545 +0.15944607927315557 +0.739257149545206 +-0.7491650203998166 +-1.555714663099741 +-0.8120566467954919 +-0.5846666918543302 +1.9342420768656554 +-0.8055644890796865 +0.46126617484517085 +-0.5610102190153594 +1.0464615209140482 +-0.23107092927677386 +-0.2755824239623683 +1.4265579812941043 +1.0429102287701717 +0.16021733268291194 +0.19054256615870835 +0.017382369747242832 +-1.2119793138880808 +1.216135535034282 +-0.545707488831153 +0.8053045275859901 +0.5025999307067411 +-1.103174100230547 +-0.1734792714263469 +0.7730254253074577 +-0.13993001429871144 +1.253233249184045 +1.1446671093188416 +0.57557766101497 +1.5549320927457866 +-0.5568931188996407 +-0.834828611154419 +0.6866310415477404 +-0.43410804548170656 +1.9859985259746393 +0.2600969783209226 +0.3312187018430639 +1.2215678085753623 +0.5321637276479322 +-1.2697088512012797 +-0.6209715281223396 +0.43831178572043195 +-0.6592724137343948 +-1.7533071405934617 +1.8466083668405744 +1.7530967638999237 +-0.5009470010243571 +0.5138208750364129 +1.7579955817761967 +0.7409473631036106 +-0.12294648862682966 +-0.2804822950150543 +-0.08277374893386558 +-0.003590218251758426 +-1.0157186468677617 +-0.2366801680855839 +-0.41534655318808866 +-1.208462166022147 +0.7095639591904982 +-1.6329373731570107 +-0.8720550776072775 +0.447912088813622 +2.6672481584277223 +-0.1764699173258557 +1.0098783436906589 +-2.0745981578019177 +2.1964672913771053 +-0.3854151851968475 +0.45090806660862137 +-0.9026699018558721 +0.13929875258155033 +-0.834747337463964 +-0.7218346310189974 +-1.6645434303992888 +0.42868590822518393 +1.7600610139400692 +0.918098977823697 +-0.54680466477244 +-0.25630954156744656 +0.4210408942588485 +0.47475858200780086 +1.2573926299005693 +1.3187403628277377 +0.21791635962031752 +-0.08528355271649102 +0.5620780050321341 +-0.734314344712435 +0.7881088851457535 +0.008746866361418082 +-0.031927027916089035 +0.16460921275003337 +0.27773904486034096 +0.43863980632907484 +0.8161836346012591 +0.26235689173199495 +0.8926234289456532 +-0.21368661821466062 +1.0233866301751655 +0.11121788161431567 +0.38536297122774466 +1.157561822416729 +0.11396000429644038 +-0.7615805902310715 +0.5299047108705551 +0.41377160522460654 +1.1266661977803338 +0.5446636034380017 +0.6627988591427321 +0.9856148438753498 +0.06403030917199737 +1.468609363330084 +-0.5683207924558655 +-0.7842001578746975 +0.6963252947787069 +-0.9738383011060772 +2.017842695853589 +-0.037416000334643096 +-0.5039156090164989 +0.22780196319695656 +0.7768961952388497 +0.4308909478605335 +2.166477185778187 +0.7287794831620903 +-0.18356378029042553 +-1.0699612016806306 +-0.3681997532712826 +1.606390459388876 +-0.9961823250884052 +0.25128253958718894 +-1.2772385780208042 +0.5972503266518059 +-0.2796481642161741 +-0.4864647821794361 +-0.9213650803934015 +1.6605623472268227 +0.8698425967973974 +0.7894482040696628 +-0.03699147066161479 +-0.6490526258484288 +-0.13586601339922 +0.25484774155616474 +0.5953032895926538 +-0.304687077954763 +-0.9242178208794045 +-0.11952867959625091 +0.7213896767497565 +-1.136280935414221 +-0.920751582624785 +0.23821307929499436 +-0.8025246950083487 +0.4128841047410514 +0.9698488104575521 +-0.4694020061574067 +-0.5531893549638407 +1.0710075098381457 +-0.10755985141743762 +1.3826360817260546 +0.11977129663149677 +0.82156271633573 +1.6319652747350262 +0.586489125719477 +0.9781461455340208 +0.5780115250590404 +-0.5874070737143704 +-0.9136606461161234 +-0.2965580313438503 +1.8137486175956923 +-0.5248705431965566 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_notRegularizedBias b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_notRegularizedBias new file mode 100644 index 0000000..1297d44 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVC_notRegularizedBias @@ -0,0 +1,2175 @@ +-0.3394472334900456 +-1.6907178722060958 +0.7733713177378305 +-0.7341489815044893 +-0.5308085636402111 +2.0739526930406056 +-1.2353418596530552 +-0.7094803169942858 +-1.0391576315244089 +0.6444689091855151 +1.552313258437558 +-1.4126925757811535 +-0.5175914700386877 +-0.4618286457271277 +-1.0405180631377162 +-0.8688192127214942 +-0.3767140203227408 +-0.423961205515494 +-0.5189712916274274 +-0.7095622612713035 +-0.8819962433557851 +-0.45015106707239005 +-0.36483319357186983 +1.5316601681362612 +0.06295127694001224 +-1.012721163871839 +-0.964839071978387 +1.0378068921424974 +-1.1357127635174897 +-1.1594827770446303 +-0.8003989009709798 +0.6050202270875371 +-0.7261128575512246 +0.6373383140657478 +2.189512209893944 +1.3203242560038406 +2.283540138590457 +-0.760322775771433 +-0.6382027544939308 +-0.6019202374766921 +1.4541179616930193 +-0.4936126777465206 +-0.7613706242734433 +1.0940664558453368 +-0.4472885408997491 +1.0912177872435762 +1.9988402191204702 +0.5877558667639804 +0.3212763296672603 +0.42957220310041233 +0.932209074053466 +-0.6440398195286143 +0.7258248728709533 +0.12429165671808962 +-0.38072091962344 +0.6867075246818548 +0.5409121000417629 +-0.8145474981500855 +1.359250369436847 +-1.4207948260941439 +1.3756398944743784 +0.872927516461233 +-0.6423368614353591 +-0.5671479095543426 +1.3923340260444292 +-0.2545327570226936 +0.8392973152349814 +-1.0628916660285619 +2.2359355846186197 +-1.381783095280953 +-0.05271199682425065 +-1.123556506334783 +0.9127465231709845 +0.2072442531494496 +-0.16940937985967786 +0.21526818211979815 +0.2012312305053403 +-0.4471270898248385 +1.067256721242281 +0.4335837596756531 +0.2279323062115055 +-0.626497525679721 +-0.9540926445114073 +-0.6019202374766921 +-0.6304141003824155 +0.974805844419061 +0.30064875465332497 +0.2172530400546009 +-1.2822987628146987 +0.898083769897773 +-0.6925303199050228 +0.034658237117496604 +1.1226228019667066 +-0.3375136101487899 +-1.2368269020022493 +-0.1520370596857632 +0.9924898451843966 +1.0933151963981116 +1.9180067871920468 +0.7764167773510559 +0.7239221017926468 +0.017206244806361015 +-0.046580191426898176 +-0.5445066861933403 +-0.9386764045126099 +-1.8920437008340942 +0.8871797147154911 +1.0329754766028425 +1.2254865911861503 +0.03479581320183245 +-1.331757806729535 +-0.7394992852379281 +0.8554978741234406 +-0.471050828825361 +-5.883541520186331E-4 +0.44103103095855745 +-0.10242630866181401 +-0.3746091137342269 +-1.1435611063116136 +-0.17823870912103734 +0.6696151380920137 +1.0920086896821863 +-0.4555045123071062 +-1.203531728408293 +-1.012721163871839 +-0.8907070454874202 +-0.8420913142507225 +0.6458292110831595 +1.327457589447141 +-0.48769663921931206 +-0.22013266089608852 +2.0175999508625604 +1.282518908154175 +0.5237119774318997 +-0.7527320717558992 +2.05433687203437 +-1.4443326875800853 +1.1048676428268387 +-0.5681676115678684 +-0.34903084517625005 +2.5019949800293375 +-0.01997434962466671 +-0.11263126710831495 +0.05554204243506655 +-0.7428351800161821 +1.1413281786273128 +0.4616226517311619 +1.2284076560625483 +-0.7572110405377621 +-0.1152499191400449 +1.1630155864719518 +1.8037351584236556 +-1.1916101432912363 +-0.7271393254650904 +0.5606832510855821 +0.6794872883044297 +1.9649331293301429 +1.352242990428327 +0.846641915762051 +-0.0389179881586732 +1.1289579790324207 +-0.29870884153344646 +-0.05093602746514958 +-0.1900950058623221 +1.1318447925905981 +-0.12244407707816407 +0.005617186182710787 +1.727570470456218 +0.7004869271430142 +-0.5927353840993324 +-1.314929715808488 +0.06942023931257202 +-0.09899866354970976 +0.4120528046252787 +-1.2477649317273893 +-0.676827497363478 +-0.24011575495449322 +-0.5023900579088523 +-0.6659329790838957 +0.5944561175372867 +1.0299115384551016 +-0.9087542567859932 +0.23805667544640352 +1.3335704364014513 +-0.3990632186537504 +-0.672048189086581 +0.11492643526082258 +0.06881214438369354 +0.9573237570141685 +0.08005478307929059 +0.8609492678311865 +0.4788840706474147 +-0.4252235784789884 +-0.0726088838324419 +1.362790821376946 +-0.02535484370374408 +-0.7269287984472459 +-1.4300600522216487 +-0.03976610178766449 +-1.4046255079295824 +1.097355484895352 +0.7141632030134198 +1.5913902285084351 +0.19971623220071644 +1.261085438893317 +-0.10307530653927621 +0.46780668705859796 +-0.24199003164928623 +1.451027358156797 +0.6551879115338767 +-0.3710077222555952 +1.5109726928675402 +-0.6232037255634901 +-1.012721163871839 +-0.4244435531289963 +-0.8747425944900706 +-0.013464322332149559 +0.45453117165621837 +-0.5252682679324001 +1.9901738709020327 +-0.3633107443950525 +-0.5642554215563858 +0.5546508439483033 +-0.751529261310447 +-0.53277598756972 +-0.27922739920528783 +-0.5152974466416633 +-0.3731950830248709 +0.13378028771133588 +1.3174449908624914 +0.8089038927700033 +0.12694106824156992 +0.7359224751313476 +0.6391724838270055 +0.0579189151860644 +0.8376371146802022 +0.9196756665062514 +1.319332254693519 +0.1833318020778112 +1.7225877241805898 +-0.049884810751784414 +-0.6375882834254833 +-0.24784946703307642 +0.4307282740260481 +-0.4526319488724806 +-0.27985305159723195 +0.5081820574566374 +-1.3079923573014443 +-0.41874748961266994 +1.01959359366393 +-0.5822064307189911 +0.3944250946348886 +0.757523276814268 +-0.7057250544620695 +2.653542963804891 +0.2810827676884049 +-1.386796504103074 +0.4419204718394625 +-0.3448026726901554 +-0.5904859312506179 +-1.0172021656484282 +1.8595182234211522 +0.6962708894568538 +0.967146881447713 +0.7961255579422808 +-0.7288247747429313 +0.7922369341917543 +0.8372758755731592 +0.3813694068562947 +-1.0491239989504815 +1.8987095161399241 +0.8524685622802424 +-0.4238233895812067 +-1.907621918106089 +-0.7483698816835858 +0.25165654184122377 +-0.548191060121429 +-1.19854798598074 +2.248047093252552 +0.5419153411886397 +1.1261885870216854 +-0.9770445771466008 +-0.4010500507902306 +-0.3486719310181372 +0.08033911933857563 +0.7744878842086078 +0.45849757899416144 +0.8256283680296146 +1.149526158877006 +1.6241699585774363 +-0.6081008609102232 +-0.8907070454874202 +-0.20891717767892581 +1.7261129815840321 +-0.0861298419702674 +0.2590417513362373 +1.294362749838038 +1.3480910641742812 +-0.2574770063088436 +-0.45998583943223204 +0.3850565761422582 +1.1223183574997933 +-1.4343658105660049 +-0.2794258942711665 +-0.7569001573893142 +-0.6977528387626204 +0.5849868444060513 +0.34242583019394846 +-0.30713291830269007 +-0.04269145315418332 +1.0170627022846452 +0.7269530337452433 +2.11000689015444 +-0.5383116765209939 +1.0720150346379873 +1.1752911374304846 +2.084048751273149 +1.7120534177687288 +0.8173404343462926 +-1.292820306186871 +-1.3935912858687598 +-0.20049329893886259 +0.6179361753857942 +-0.5353028184243798 +-1.0990459704012927 +-0.8927851944226524 +-0.4834765579903879 +-1.880031917636818 +0.12335944329620552 +-0.3894274097879993 +-0.46650834258915963 +1.2251906015669767 +-1.371568937977216 +-0.9133424431390782 +0.2876072697739229 +-0.09943186309590457 +1.0636004139302784 +-0.9987259984295476 +1.3537794194438484 +-1.18375432195702 +0.6340612232990493 +0.1643926474177655 +-0.2809144157296386 +-0.18016263993528692 +2.8237411777898798 +-0.106097664763241 +0.9924101790469065 +0.7684244292342116 +0.6930921631604839 +1.613645190120432 +-0.44928012094934977 +-0.8353913730695879 +-0.967826175610375 +0.501872377794472 +1.1552114274412377 +2.2804540010993266 +-0.7990426829638755 +0.442924132820151 +-0.3033998734365084 +0.13049545879996938 +0.7866088194625801 +-1.0378774483964566 +-0.6230418244332829 +-1.1727701647297593 +0.1538099824513317 +-0.5303111169276706 +0.8194196808950703 +-0.8008336087189238 +-0.47858586887472687 +0.11398602291345483 +-0.7432619471136845 +-1.830560720000144 +-0.1623448447641811 +-0.4439428903848912 +-1.3067135075894252 +-0.8328085903226936 +0.1990202684258533 +-0.014852067731202734 +1.3564338242838292 +0.6009406248401381 +0.28792381167220427 +1.3915771602707643 +0.07716680234932483 +0.7966480673595483 +-1.018428956946509 +1.3346628199736763 +1.6077901944990785 +-0.39751093556476813 +1.4449649096773058 +1.3582106876688753 +2.3444720716410106 +1.6641069400847428 +1.7799357781360337 +0.15802025565857014 +1.0610626878161158 +-0.03677373322178923 +0.5596484737420522 +-0.7314466674478373 +-0.07174117785659506 +1.1609932124460374 +-0.811513840687607 +1.0681445794872866 +0.012731391735915087 +-0.40289999856319514 +-0.2784444377489199 +-0.22107869295831617 +-1.2137565864682889 +2.0992350244464086 +-0.7753585297830419 +-0.053918199603555816 +1.1364040697746742 +1.8170451598844815 +1.1612638976982594 +-0.783988930659181 +0.9209840460523826 +-0.3843018503968614 +0.6999099451345261 +1.5456532104428538 +0.08934121058135891 +0.06235455902865694 +-0.4874528317520588 +-0.2516117196712526 +0.45125743690312037 +0.5780358765901634 +-0.4350005825509655 +0.9579846345577512 +1.5581825023500755 +1.85425936846691 +-1.3602969732426045 +-0.32141854735252107 +0.7482088179125875 +1.5790193443413307 +2.2686186619388233 +-0.5485172362982003 +0.26925054014444605 +-1.5217844095049922 +0.30692492400214944 +-0.46398479458005615 +-1.5379337151645218 +-0.19328447492315282 +0.420248990610689 +-1.0345803910966491 +-0.556951064454051 +0.65798307980547 +0.5630521399569783 +1.6475809459183801 +-1.7184202722843864 +-0.6531460142168892 +0.16170023805319955 +0.5929693762500301 +-0.3499374657184655 +-0.6691155934317365 +-0.3452641782032746 +-0.3892068796209971 +-0.2500383832147508 +1.6093566121380283 +0.737062030327113 +-1.1184193332749064 +1.3418902615692778 +-1.2137565864682889 +1.1609579177486042 +0.6331170926203403 +0.04849191222090243 +0.673044803282868 +0.6047855711473985 +0.5189697433565836 +-0.12394554228541099 +-0.44523101786402797 +0.22889212727377806 +0.7313672205021468 +0.39031687392521386 +-0.4059165575585808 +0.0920808912008031 +0.2498725711635359 +-1.7955415625347737 +1.825021153364091 +-0.36729087183172426 +0.5153402260910425 +0.8682721195807191 +-0.15970973052299509 +1.3914800635081175 +0.13280656141154923 +1.243469767439574 +0.5121612106417364 +1.913234174195912 +-0.7071306518014169 +-1.3178983861010296 +-0.5042781904514586 +-0.3321065517592374 +-0.21604436026570717 +-0.2713663289972301 +1.2735625443663696 +-1.4981581668605803 +0.9561805509683476 +-1.6553305456708782 +0.7009127175448977 +0.06783209459192419 +1.7608347689576613 +-0.8136329714312389 +-0.24148027772365288 +-0.038489870005999904 +0.3016912367968725 +-1.4738046285154967 +0.7213636858412359 +0.5320435160255523 +0.5621247250806856 +-0.8315681941826922 +0.7284992722796401 +0.6877313762485008 +-1.1559097688300193 +0.07128065584852106 +-0.045981076795478026 +-1.2674725477987783 +-0.3561828650981047 +2.2329094103752403 +-0.4375200583291632 +-0.9590536078704985 +-1.2211905387629811 +0.3200945900596106 +0.4644045611631953 +0.5736859919820687 +1.9877982421323952 +0.08032378517600836 +-0.5691623017019387 +-0.7895720665022952 +-0.2425031516471532 +-0.7167720768211214 +1.8235140983461384 +0.46997636798861553 +0.07417659093519613 +0.9114103702651254 +1.9014264484755614 +1.1093559962178952 +0.14358146504023428 +-0.7176939023912683 +-0.34764729542445383 +-0.20737253469576933 +-0.2784444377489199 +0.5151494251217383 +-0.205874934651594 +0.7816341088806609 +0.41819942304989133 +-0.11669448276382655 +-0.5847962138398282 +-0.5867112427716343 +-1.2294016709897468 +0.9787540950971091 +-0.3109868008940684 +1.4554103989045908 +0.14910197869339736 +0.2846603589822845 +0.14908948044607362 +1.1060570697848586 +1.6585093750418174 +-0.7014003411934879 +-0.8679250510167911 +-0.4078965325690216 +-0.7147723924526768 +-1.12060449671537 +-0.17767700777535156 +0.6094028112600847 +0.37994226485774263 +0.5680034953327999 +-0.29245487299992035 +-0.5465045314774539 +0.6520218089106073 +-0.4120233428108968 +-0.6132520517279103 +-0.9650815725900099 +1.1923646898660163 +0.27608969341102974 +0.35345659330370527 +-0.42052225945066524 +-1.0321597791316737 +0.5517321722460766 +0.16945398750043217 +1.250330735638134 +0.8010742072193696 +1.472142619123077 +-0.938820794739313 +-0.5704078772195758 +0.6331700639483159 +0.008933380722289552 +1.4865812737923376 +-0.36158574643172514 +0.9398559107524155 +-0.8733556052659261 +-0.4546670937374173 +-0.8638506826262227 +-0.7305106697944972 +-0.813796640785825 +0.2542018336766445 +-0.6175973223997653 +-1.1275521426196227 +2.189702410841774 +2.2600607426552854 +1.091217936141256 +-0.17616474665854054 +-0.05631704699505802 +-0.5987087661373549 +0.9300933018784127 +1.274756792674225 +-1.0537346878732412 +-0.8051437549517424 +-0.4337619736135767 +-0.014771870161758294 +1.322377564295622 +-0.17174338983175352 +0.13138591129981192 +1.1326515626824682 +-0.4043972266591014 +1.3977549293098208 +-0.7233984053163229 +0.7120770031371851 +-0.47858586887472687 +1.514680575798479 +-0.6650333082609079 +-0.4382563405180264 +0.06162038151275406 +-0.8920551812366153 +0.5150926391805621 +-0.5857642250072332 +1.3487378112909325 +0.5339190830270348 +1.102916297288353 +0.5425153884416642 +-0.20053178287425233 +1.5287058042699835 +0.4063962034248121 +0.0097410159066329 +-0.9465832590444181 +0.073670366914248 +-1.227939397208172 +0.4993516902108057 +1.1643613814126692 +-0.9625563117343512 +-0.46751630689757673 +-0.6055474681627591 +-0.876588944879275 +-0.07174941805397306 +0.1934028510191359 +1.0507167340265744 +1.6288038873704793 +0.41851755662064605 +-0.7394992852379281 +-0.514024458350782 +-0.7705483644602837 +0.5754118302971516 +-0.22157104476898937 +-0.725285291678541 +0.7799076818037495 +0.18042151133846152 +0.627711272031631 +1.7559159429998845 +-1.2127041528465623 +-0.5148164653911891 +0.834740850602013 +0.9519590305468202 +-1.18375432195702 +-0.08781006329844843 +-0.5621728872442262 +0.6408792865543333 +-0.04732865446622059 +2.2420412643637184 +-0.12559294287542389 +-1.6158603087492664 +1.8134019604777871 +-0.7787704106461384 +-1.1797384108835118 +-1.3627376593737337 +-0.44135814578267385 +1.3370578498390624 +1.186276426375185 +0.6097464197485137 +-0.20534029696804978 +-0.22144246030044812 +0.9609024538490339 +-1.4202336745066033 +0.03911344992556609 +2.4295561577185216 +-0.6793437651369281 +1.1624024228441494 +-0.3335061915614508 +0.8300111011280286 +0.43858291931375737 +0.3559842400257929 +0.8338450680711396 +1.7506759447518716 +-1.1204625414432268 +-1.6727161934012782 +-0.4471174001540452 +-0.5714612271201951 +0.8627784480207392 +-0.9386764045126099 +0.2917338749115168 +0.9786028468239482 +0.8808637171774797 +0.35058097698691615 +-1.1748761177795377 +1.0433988132087118 +-0.3716306605700297 +0.003923943474663849 +0.6624017620596021 +-1.9997786853408266 +-0.3161693635086611 +-0.6541238070989992 +-1.588874038680227 +0.6237058419769197 +-1.2137565864682889 +-0.624044307043867 +1.4595814118459598 +-0.8586507106207788 +2.067351893445717 +-0.66827730818636 +-0.6190710913578379 +-0.08609696258678601 +0.8118534848890797 +-0.3477922403492686 +0.9505953070517232 +0.8825169567049677 +1.4845446992841986 +0.11607839532091946 +0.1740777522392818 +-1.1360783952911058 +-1.5246861749542433 +0.11754189013788441 +-0.8343243907085445 +0.6414493465475676 +-0.587137957041614 +-1.2952813400994818 +-0.35703106953525876 +-0.013464322332149559 +1.940124557012572 +-0.0861298419702674 +1.482296732123387 +-0.37039841009034724 +0.9523892082529716 +1.2641308211505244 +0.43207219461227897 +0.26622933396298043 +-0.4291297429400591 +0.7269823518321428 +-0.8723256413276184 +1.0929235682782146 +-0.9931648562866464 +-0.7718267883100285 +1.1556207828624898 +1.2707423431901794 +-1.1594997989006404 +-0.5822064307189911 +1.2538954167368033 +0.012008244832946602 +-1.199911826664916 +1.7428660105861282 +-1.2563682708353932 +1.0377528829644722 +1.7461316501726176 +-0.0768814423085471 +-0.3804466314107324 +-1.0770516454945376 +1.2685053393607935 +1.5831316351906481 +1.3651099972509897 +-0.4008687875853416 +-0.580165498166991 +0.17688028837745762 +0.3463978087708812 +-0.7094803169942858 +-0.36942882883816686 +-0.38544804839983327 +-0.9294367638387071 +0.8964186481103684 +0.392462940558183 +-0.7475382780533211 +-0.0228686551583841 +0.19849508949649364 +-0.5340023712075797 +1.5993617342832152 +-1.0864571726942465 +0.6260338422980462 +-0.5112557854551147 +0.21366262446252193 +-1.4159310568422254 +1.8622504800133708 +1.1725170702993228 +-1.5843729901270855 +0.09783597930170584 +-0.012237050364468205 +-0.17242557022766558 +1.6908303064849868 +0.5132365093449078 +1.9461044203173539 +-0.02406439379485903 +-1.4406322433803729 +1.3464077973592676 +0.9582531509996147 +-0.9353518256282791 +1.3437860511684234 +-0.5532485139114105 +-0.7505778762800144 +0.7742541471800397 +-0.22157104476898937 +1.2220553018182985 +1.8039204799354245 +1.6689418785696009 +1.4344830152252057 +-0.19381991999744552 +-1.553694873505395 +-0.8265505581689452 +0.3719608897324964 +-1.1665468493945432 +1.427413480108532 +1.9727842325685043 +1.4465965018053295 +1.622087053145051 +-0.6132741922751921 +0.2676207309819376 +-0.6259479048522876 +1.1711433666688968 +0.7926621668354156 +0.3716265677116286 +0.27657488478711634 +-1.106057863475958 +-0.7037512748485393 +1.2037075794172258 +-1.2721074644268617 +-0.13497100036448195 +0.6623065956095898 +-0.8929451357503526 +-0.9312714180859658 +-0.1569385204486462 +1.0178660615498223 +-0.2206524760349602 +0.9947129853802413 +0.46043123804537656 +-0.013961702556142042 +1.079970316631182 +1.4969859697320633 +-1.3156053047015452 +1.3202047898014873 +0.747073011981002 +-0.7651601466680582 +-0.14843470013654558 +1.3510566591435444 +0.4655031558679956 +-1.4443326875800853 +0.7472522026556477 +1.368120153763635 +1.704738037366111 +0.4229124608873087 +1.3113523613214273 +-0.8621216753688692 +0.2403965480589647 +1.5692962081372532 +1.4293212301788671 +1.1457478054116572 +-0.47344388325881215 +0.23477155123198123 +0.5483502914624381 +1.2242096906049804 +2.301844524675481 +-0.26354861637752447 +-1.6674296466895286 +1.3449041758969997 +0.9085762587192846 +1.4077060633779928 +2.0529518757313636 +-0.5820272610008603 +-0.3004208458658655 +-0.10054786359658041 +2.587582682375273 +-0.699289938812653 +-1.277201102530798 +-0.5614890484720509 +0.5670333543154977 +-1.0493583579079695 +1.8074420510589182 +-0.24450330672401233 +-1.0787087207210517 +-0.6537401664285316 +-0.13428138908831255 +-1.5217185220730303 +1.395534928323518 +1.1320993830085002 +-1.1564429362733535 +-0.601565141391833 +0.022645263343979316 +-0.34686698226883395 +0.08745845368486638 +1.1296195526359663 +1.0294099563376156 +-0.7265356892851218 +-1.2222160082474536 +-0.6377845831991269 +-0.40183719906088666 +-1.0776566484184606 +-0.7108197177193809 +-1.0751322333204405 +-0.30170881616917744 +-1.0228180090784618 +-1.3763489069568202 +0.9916084155267652 +0.15008923075779723 +-1.0936948571154257 +1.0189172129780049 +2.3935452223683296 +-0.9154066575223687 +1.7062194586668644 +0.6992283781878896 +-0.43918833960367887 +1.9236765798112456 +-0.4507422558316525 +-0.6535513454866433 +-0.4032385858604417 +-0.4663031531498951 +-0.8781076842108713 +0.9155344315268988 +0.6565673261973001 +-0.620986671831677 +-0.030007495628682435 +-0.8447403469575347 +-0.5721879477818532 +-1.5289276209206106 +-0.9025803067139868 +0.38478577893159405 +-0.7164317669194287 +0.23339867726088737 +-0.6542363274399523 +-0.36893337562422013 +-0.10199418105285085 +-0.27785721767503513 +-0.8214578272075819 +0.28617877166672034 +0.8453771941404802 +-0.43283620729754557 +-0.7850979146701922 +-0.2040291371851184 +0.5796990511699989 +0.9517984819205533 +-0.8382402737679568 +0.3838420632157884 +-0.555458140369488 +-0.5704078772195758 +-0.7817947123961295 +-1.0631589731893445 +2.7010841925399074 +0.20707193020783055 +0.35421342298955305 +-0.6424703411080637 +-0.9562744802682512 +1.0981433391543232 +-0.5152974466416633 +0.6421581756333673 +-0.11263126710831495 +1.2357782973882416 +0.3403304465761241 +-0.10684421947898048 +1.1901169507740659 +-1.5861896546818126 +-0.6312009887246057 +0.21756721138839175 +1.1269208710782994 +-0.28460281837482126 +1.6951215207507606 +1.1372248053108447 +-0.15626439289070082 +1.3407064246808913 +-0.9969284424618421 +-0.17467105360115642 +-0.489896279135843 +0.4054908202530936 +0.16323494671377725 +0.5042249816168827 +-1.1159446110337023 +0.1331477810639241 +-0.07740949249532814 +-1.4422648383959757 +-0.8465008885341863 +0.12253178356011896 +0.36221051713994545 +-1.4628568574471912 +-0.6910918366758636 +0.23458825087791002 +-0.5688425249615967 +-0.7629261745210887 +1.1838383198094695 +1.3763516272019842 +0.4185204604565482 +-1.197738885532187 +-1.0613923776290395 +-1.1797384108835118 +-0.08676431484146363 +-1.0976398790740312 +0.40167373269656714 +-0.4154132486056217 +-0.10435192134929983 +1.782121503892571 +0.2469836658566864 +0.8887896850175655 +-0.006349196003143431 +0.3843971477168895 +0.07228870120812592 +1.2441492494541557 +-2.003193976545661 +1.7481786275716373 +-0.5871697653385104 +1.5816027600623663 +0.5332440386264319 +1.618910607559796 +0.2546238613421927 +0.2136104213483756 +0.7703536342677573 +0.5300703371419684 +2.575138604268973 +-1.3471360446518468 +1.3257873866341088 +-0.7592244022144803 +-0.363496657270612 +1.9111751659155902 +-0.12286970415121767 +0.5796798850600129 +-0.6685441905995109 +0.8461789588437285 +0.3210008446217629 +-0.2574199006009019 +-0.5906152444244943 +0.45536615335047714 +1.4937316233798301 +0.4426524191056489 +2.096690162758335 +-0.8655967499648487 +0.4683060159921435 +-0.4430555953428226 +0.3695751320724978 +-1.0856228788468705 +-0.3463476768623954 +-0.6697615479783579 +-0.9507466150164918 +1.3331731262280828 +-1.189301671651213 +-1.1639965083546986 +-1.1529625022633299 +0.6073269008835664 +0.26408296371952655 +0.4983091271019142 +0.9139870947405635 +-1.3600784637961476 +-1.4343658105660049 +0.6375840276090623 +0.20406049373376023 +-0.44928012094934977 +-0.2784444377489199 +1.4790146517097864 +0.027971438802316673 +1.2020391468392475 +-0.24516699951434306 +1.3935640227220518 +-0.8409090988882493 +-0.46106693059852577 +-0.13497100036448195 +1.167592151954402 +-0.3952421226581446 +-2.107838595359893 +0.8282540298098761 +-0.663134076957874 +1.13398345866662 +0.28497144726142865 +0.2784985116684975 +0.1760210515529279 +-0.8164506985163908 +-0.13318953550411128 +-0.5308908351652659 +0.278300177776063 +-1.4240423057487923 +0.32685025043644456 +1.340260651171877 +-0.5605715022334905 +1.2840332996479025 +1.7526813064463336 +-1.2927606681811554 +1.5449510390795305 +-0.8571596522174512 +-0.4289916612349154 +0.1006699347572444 +0.1394707776156361 +-0.6339635163640189 +1.2806933689757791 +-1.4593954232958486 +-0.757451121857261 +0.3645499481031458 +2.0879128007247174 +-0.3904785001633053 +-0.8419755142905723 +-1.2017546042239589 +-0.8071624113509037 +-0.08030478520516415 +-1.346008967268938 +-1.3285761441897608 +1.253233397704465 +0.6202231447894057 +0.28906247815679587 +0.2717236032452348 +-0.6149294291771328 +-1.0931656652035013 +0.9770402651104101 +-0.914601444133593 +0.2052826351143755 +0.8412503269933015 +0.40677692346043637 +0.37461491112701806 +0.31486225147619806 +1.0230703729872292 +-0.19920974206214437 +0.24017120334045283 +-0.05016146314695846 +2.157936355942418 +0.40709919911328485 +-0.5125808895774491 +0.6732609530979738 +-1.0970202353435103 +-0.9507466150164918 +-0.18806000769480602 +-1.4085150490777265 +0.7081208523787059 +-1.403725844476236 +-0.27693280373529006 +1.5339528239845361 +0.5447771521712275 +0.5776536436637314 +-0.6055474681627591 +0.9397145163315711 +0.8483859528061544 +2.079933469117997 +0.09807873797505762 +-0.2904431354736048 +-0.13497100036448195 +-1.0976398790740312 +1.4644664902340736 +0.2866031651983332 +-0.8165202770754754 +0.12129263690628922 +-1.0038948825741485 +0.11428948036809317 +-0.5382442749658154 +1.4196583022890437 +-0.9090423783779225 +0.8623625195121745 +1.279450118253676 +-0.25520609506789427 +1.6337057008804576 +-0.22049611941862102 +-0.055427141873844565 +0.06674870825834889 +1.010764257121839 +-0.9461400787454177 +0.6259264252778056 +-6.148043111842139E-4 +0.45833526396709745 +1.6298526042525587 +-0.013464322332149559 +0.5647012032401746 +-0.1298874318870722 +1.6683332635052581 +1.697072227773774 +-0.8347673410436498 +2.4517048211315267 +0.7060613038367406 +-1.1564429362733535 +-2.318022781458118 +0.505511650124878 +-0.9236795192374985 +-0.11182732264102202 +-1.4290875202780027 +1.0039312710012955 +0.26715106201214267 +0.9010718748100017 +-1.3731279643925538 +0.38348993893251127 +-0.46751630689757673 +0.446379731440248 +0.05250460855669559 +-1.2653853456049717 +-1.1715047432850263 +-0.9261959779820435 +0.12767622388844702 +-0.44057980484937453 +-1.7666176669478733 +-2.025118953548474 +-1.0611962572192015 +-0.2726276886065879 +0.7229859604370839 +-0.4161603464254522 +1.47447794194183 +0.815135100131757 +1.9353441039601145 +-0.4689525073737666 +-0.6148087394202875 +-0.6203985221827539 +1.0430536798722772 +1.423467579024841 +0.7296233665755457 +1.1468696435553265 +-0.519675925045233 +-0.603071619199991 +0.47879771405238514 +-0.11263126710831495 +-0.4350005825509655 +0.6882456185926423 +0.41782414310413185 +0.1519547787702502 +-0.03735514675207319 +1.373269902367537 +3.983154682629664E-4 +0.9281786138087298 +-0.6849072745317859 +0.6278886820532292 +-0.6047753862219769 +-0.4350005825509655 +-0.7811709563378397 +0.19557554851333703 +0.5172969889683918 +-0.6159742877709296 +-0.6080330198751647 +-0.2133489208523145 +0.6236744861285679 +0.22002976996563728 +-0.9801327451908992 +0.22274752684178512 +0.8861213108927155 +0.12779799106463918 +1.0838743864379876 +-0.11156102759381126 +0.44730872245804143 +0.3999499081608402 +0.6258663748169724 +0.414354227451585 +2.0323314178453824 +-0.6590741753197087 +-0.15410147767810245 +0.5721621296809534 +-0.2768675768810194 +-0.5949349084729685 +-0.6682462692668614 +1.4528950571973713 +-1.3656374528879673 +-0.2829817607322276 +-0.9991491524074612 +1.163502207582018 +0.225096343111163 +-0.6656077499611148 +0.16264363862224696 +0.7417901302455204 +1.0198371244981232 +0.34572984370112336 +0.3767438681209574 +-0.25855009712353305 +-1.068896882561649 +0.12429165671808962 +0.38488342657279584 +1.253758275355817 +0.8067156584104622 +-0.6915190472290449 +0.2471563658863607 +-0.5042781904514586 +-0.7386912879578935 +0.17654814713126288 +-0.15093987223666905 +-1.1493695604852465 +0.16928221615083228 +-0.4477130719945934 +0.16365084075112257 +0.7020247953956402 +-0.0357173900432608 +-0.4106196318415243 +1.8631842811941692 +-0.6014592539310455 +0.6154911406428901 +0.08110933836883749 +0.3871480606879283 +0.2031186817020727 +0.21763329497422523 +0.8165817352356071 +-0.2281713504731775 +-0.7526535839647732 +-0.4177737134484627 +1.2493514583234824 +-0.2416724485981474 +0.4760637360633184 +-1.8240183224376605 +-0.1195053538258728 +1.1434977750514963 +-0.6428255698331917 +-1.521439859091011 +0.6205872247042543 +1.0611728306384052 +0.017076508064086893 +0.6706980114429185 +-0.7188566603020321 +-0.5467920935508068 +1.0471664329604415 +-1.3996424280140969 +-0.764269139795789 +-0.5889588172739073 +-0.9456217948794985 +0.3002984632281698 +0.35022269412106266 +-0.27174997017449143 +-0.1836659341330249 +-0.20726018947645208 +0.594972069844725 +-0.0038696983141373043 +1.0374335361513067 +-0.5348398583142366 +-0.734479594042375 +0.4526376867353441 +0.17154185285928936 +-0.12844479327895142 +0.6795508139447316 +-0.8957101472200575 +1.1058550965414613 +0.607404622570283 +1.5155484158173813 +-0.46002498096648003 +0.8244908621462703 +-0.3312691671124701 +-0.4994693635991505 +0.08586955693105391 +-0.7551112116317868 +1.402310219311758 +0.24703826370925053 +0.07287922719165785 +-0.4122430619193518 +-2.05143081529867 +0.4447489525944772 +-1.0823878158759082 +-0.46751630689757673 +-0.8998971862563641 +-0.6409358066756707 +0.9937467358683315 +1.1875585421532484 +0.7614826335314587 +1.7614054690102552 +0.16204809224850636 +0.8954508847423109 +0.6518554551308798 +-0.7718267883100285 +1.6385537141507978 +0.8377001175893372 +-0.7524601833083404 +0.434814820942778 +-0.007614248553499792 +0.3691213319128184 +1.104078587195992 +0.7074800130497497 +1.1385272351455065 +-0.8955877041021909 +-0.5279373857822665 +-0.1293102362611056 +0.5162780687791824 +-0.1186798730385572 +-0.571977117099183 +-0.37467577894995885 +1.13398345866662 +0.28903922983193797 +0.14004543827034266 +-0.4500557157798719 +0.10280215290187922 +-0.8987145009501887 +-0.1629506271642196 +0.41522894585318637 +-0.938820794739313 +0.6782139482609828 +-0.4547464282379299 +0.6733492495466857 +0.551735576160882 +-0.940614096688394 +0.13292786568984205 +-0.6374966187523248 +0.004952208877319952 +-1.420156617559125 +-0.5752699823977971 +0.8697192711178442 +0.3946098988031226 +-1.1496850860372125 +-1.6131297928110981 +2.0689540347726947 +-0.6962247825966641 +-0.8685362370559442 +0.32291028666671506 +-1.1229281765763355 +-0.10521975397526417 +0.2287480213388764 +2.129342480021757 +1.339944606514927 +0.3600079175039812 +-0.2154275957324452 +0.7839853021885786 +0.844587197562513 +-0.8392545997729595 +-0.22713665985796316 +1.3827440018114407 +-0.029864792756425063 +-0.967699845608861 +0.3726457893548123 +-0.6516291760691997 +1.206570285596717 +-0.7312082280460814 +2.8672067715336755 +-0.5877171268851569 +-0.672048189086581 +0.6566079407627861 +0.40016419242261336 +0.9540599562573415 +1.0230701436861782 +-0.8336235069167717 +1.0994539002759447 +0.06295127694001224 +1.283496016326439 +-1.0710784650758336 +-0.37113450728599595 +-0.03410429361361067 +-0.05668891315139901 +0.2572316404765955 +-0.4342107872964933 +0.1205892308180736 +-0.9578870031885243 +-0.11165934028150715 +-1.6803357805259067 +1.0459849147255913 +1.1520837589083353 +-1.0770516454945376 +0.18187893965777868 +1.0080394157658503 +-0.7899835339100376 +0.6212697636345155 +-0.8055456165584529 +-0.1293102362611056 +-0.8618224510339767 +1.5141690272395645 +1.9600794388340295 +1.3243756732701881 +0.16053791259705275 +0.7525331012681753 +-0.04304998852825137 +0.12239426475192383 +-1.2217607244079172 +0.550769624680258 +-1.1881615554218523 +-0.7320394182012511 +0.5117104272616766 +3.1545061414673103 +-0.6639366070714023 +0.3105001551842581 +0.2718281093087571 +0.14954981182083982 +0.204276790428628 +-0.3904785001633053 +0.1956402822390555 +-0.3936742786133043 +0.6666729612885078 +-0.5849692628682195 +1.2335452540397531 +-0.24037874983725982 +-1.132865361930237 +-0.008229327608798132 +1.3484088734272202 +0.507342660987234 +-0.6873783584059601 +-0.851786581077407 +-0.2612898991561883 +1.1581437007202589 +-0.008229327608798132 +-0.7931758655906684 +1.3657973093107207 +0.03778985976477167 +-1.8771310599800455 +0.19868212324513723 +-1.0574099426283945 +-0.4509008805258683 +0.5091280183014009 +-0.0032043428255488227 +1.203952869630717 +1.469117215039895 +-0.7154120009875895 +0.24404832873150162 +-0.9715548660753142 +-0.1738278925843293 +0.4708106508475862 +-0.9311478915763949 +0.3448505933308894 +-0.6513347222901402 +0.6583681081790651 +0.6603906337253138 +-1.1848981071792972 +0.7911997793279895 +-0.24057046462205367 +2.0883055174673193 +-0.22416143626210006 +-0.19689014442123653 +-0.5772313747956572 +-0.7394992852379281 +1.3876894495790753 +-0.30607282203488184 +-1.3119532732910544 +-0.651442845036138 +0.4856366675768298 +-0.18049606411064656 +1.5556365886016668 +0.020583203776602055 +0.5131592210917528 +-0.9425290941316697 +1.4310774306141587 +0.03828666189226304 +0.797520591176509 +-0.5023900579088523 +0.8040837993536462 +-1.0070709488698706 +1.8902962819540825 +1.0694318674584689 +-0.32118867574082 +-0.7586385066817709 +-0.9345699061447472 +-1.0767914432580137 +0.1423749268582688 +-0.41197319503717433 +1.0528689047825002 +-0.024173894707093302 +0.9488363757865238 +-0.819111721505523 +0.9054328915929843 +-0.6149294291771328 +0.7878132765703465 +0.18833359911808034 +-1.9758163170409155 +0.46443865185565625 +0.6848861195467888 +-0.6611524787300633 +1.43719289165843 +1.596323061135316 +-0.04967490908866745 +1.3406976663955692 +1.343498799828239 +-0.2413179015620155 +-1.4026365521230197 +1.9045745335754583 +-0.8548888502668126 +-0.624044307043867 +0.39692342222098764 +-0.018342223220405574 +-0.9466624906827523 +0.1731319290900779 +1.3817210363717871 +-0.9800638648820625 +0.16778035714294415 +-0.3455728834336509 +-0.8164506985163908 +0.03532947342145021 +0.24835230737487035 +1.6261249695902615 +-0.8106246932884835 +0.06222665596430854 +1.211955627954167 +1.5997290164246565 +0.0419418217481935 +0.4116291420402738 +0.8368642844637093 +0.008692009970502124 +-0.5157600816650538 +1.1046666640187683 +1.4080989098631351 +0.30541082604493397 +-0.4261138961195401 +-0.7756958432972094 +0.0816561735135477 +-0.46420072800714984 +-1.600315213230272 +0.3640516699569607 +0.10891782683946438 +-0.5750552643166238 +2.4872063911193814 +0.22678370228954803 +0.8734113200837571 +1.8277561750320794 +-1.143461814126274 +-0.589411136206331 +-0.8071624113509037 +-0.5456601928733071 +0.4621212843890279 +-0.45948058597214225 +1.8491053676850637 +-0.31780135955953726 +-0.21102188731628324 +2.0820173968698015 +-0.2822878033805607 +-0.30392542276762136 +0.07953384775159189 +-0.7590157654439735 +1.1619618274007195 +0.41102838067661773 +-0.0551993757826188 +0.20142791243462232 +-0.27874026045075295 +-0.8409090988882493 +0.5454477319611983 +-1.4913745099796543 +1.1735180581931537 +0.9461894819566804 +0.47390890114152207 +-0.6976065857915621 +-0.3116458508425386 +0.3695751320724978 +-0.9316325987813132 +-0.0323279894323838 +1.1197800880077526 +0.6025019311147182 +0.2179290019704414 +-0.9750202464944129 +0.8359890409562601 +0.7362552054281115 +-0.8607154340966072 +0.727303622972388 +0.7887714368732793 +-0.5885217132512273 +-1.14496788116595 +0.8094577566752119 +0.9069391552127339 +-0.08100802723101874 +2.5440490099572015 +1.3176270813431916 +-0.7650004913091648 +1.3922880158336022 +-0.042293344274418 +-1.032653127352156 +-0.6047753862219769 +-1.0716109067167678 +0.8978905027943626 +-1.2836658482462628 +-1.3226239975491139 +-1.269678831189317 +1.2007332941841968 +0.07679025949685636 +2.250965983407111 +0.337575673922778 +1.6354311969893762 +0.24714685484220555 +2.669575337306611 +1.3386760739458066 +0.4941308289428259 +0.5020588894038178 +0.3477759751968026 +0.24912713514938845 +0.3908787585557021 +0.4158438308947747 +0.06426232218612804 +0.9350213090598204 +-0.4834765579903879 +-0.7215960004545965 +2.4945701881504294 +-0.4046414286975051 +-0.22654019120354896 +1.2764581069355165 +-0.24955898425063983 +0.15827190474017971 +-0.9312991275074831 +-0.8274192036715478 +0.5483502914624381 +1.2802755575512088 +-0.4870963609110006 +0.4211089589069681 +-0.7786665857450614 +0.8016022612241939 +-0.9681677008545717 +-1.0976398790740312 +1.7309866524301776 +-0.06612950302124232 +0.9263318355354176 +-0.08227259990746894 +0.06295127694001224 +1.1632538912073627 +-0.8987145009501887 +0.8930387979761408 +0.7787773966575663 +0.4978717796859169 +0.33199455419211055 +0.6022418401966556 +-1.3374782469607702 +0.2609673035496085 +0.10459327495317616 +-1.1797384108835118 +0.829157911644673 +-0.2598091190533274 +-0.9115659234537732 +-1.3657329720248692 +0.38277314152390884 +0.006741626563566028 +-0.4149942761993255 +-0.6682462692668614 +-0.6541238070989992 +0.05358312230019413 +-1.9152292316339172 +0.6360109610312603 +0.6004628821152982 +2.4070039239070056 +0.6206759964137752 +-0.3588727539887704 +-1.0680178773273348 +0.59557378097899 +-0.8885188000413959 +-0.7119524710031613 +-0.04267955364144771 +1.6276459337004878 +0.6349553466066162 +-0.4239501504221066 +1.4446438053128312 +1.0340147622936884 +0.21920340502694602 +2.177108585468433 +-0.10490283194494743 +-0.573926353944956 +-0.27985305159723195 +0.1416924724319697 +1.0498238285384112 +0.5342829960437327 +1.016711133093925 +-0.9986882725138344 +-0.5634162375190825 +0.18301867654446835 +-0.16483316716165253 +1.062689591823189 +0.6334726048134642 +0.7118422540589349 +0.6085581359282406 +-0.5666174461377629 +-0.28865331839911157 +-0.47699754569417263 +1.8727975343607177 +-0.17873319764496753 +1.4132261265337238 +0.45706730797893536 +1.3950075798943402 +1.0250982879117356 +0.8778316502430947 +-1.0419017951086709 +-0.28054131276381833 +0.6202899289008517 +-0.4911912676165493 +-0.5565658024901132 +-0.13213088229694114 +-0.3852787836015297 +0.14858348853407888 +-0.6116743468909898 +1.2352022142066041 +0.3159355964394597 +-0.735315316698262 +-0.32960505701537346 +-0.5873359984521003 +-0.16096331954498933 +0.9956772168441067 +-1.5059951297043155 +0.6939993717870596 +-0.9412422679321242 +-0.37887249730544315 +-1.3483219039012548 +-1.0924630779653437 +0.38461587544644504 +-1.0108173885933043 +-0.2137126161608256 +-0.6447663278942539 +-0.6243509906817464 +2.2129498802765513 +1.4098077370108801 +-0.6598572558618916 +0.8463516748709703 +-0.8436108005847005 +-0.7816721670996734 +-1.053978575862297 +1.0188188387398682 +-0.6392059278743443 +0.7507187403890968 +0.24097941808667156 +-0.46751630689757673 +1.6998244995321479 +-1.0310348132528213 +1.0624019015045496 +0.53106662057653 +0.9839407868241791 +1.1499394225622162 +-0.9995651076440739 +-1.4141308950070808 +0.32988508616007994 +2.331824483093101 +-0.8680787274706592 +-0.6080330198751647 +1.0699712644365484 +0.8845810856960583 +-0.8096619646133723 +0.030798677063694324 +1.2303317677400212 +1.110096009519623 +1.5880903223060678 +-0.6465613303955731 +-1.2087674831928534 +-0.24755328933980403 +0.7768387943408582 +-0.014363698591643992 +-1.2014045475654023 +-0.433946179880756 +-0.29951968115184147 +2.6126970288206772 +1.08267854690763 +-0.8938509554150345 +-0.9345630475076174 +0.17537978358765738 +-0.4545522509474169 +0.34469793222744505 +-0.7197375184367434 +-0.8221745812849901 +-1.0345803910966491 +0.4011284825804864 +-0.7446536069652641 +1.0884347742878075 +0.5439785666160633 +0.7942839113426668 +-0.8071975164817788 +-0.3855714562563328 +1.2548546153896583 +0.3063727460050414 +1.3138655217889157 +-0.8287024819108206 +0.38034071390152935 +0.9989603655491562 +0.04168825047430502 +-0.3271248970193419 +1.3603133688634896 +-0.22696035723654862 +0.26622933396298043 +0.6763741683314557 +-0.3061550018387422 +-0.6198386053675147 +0.038802584922422056 +0.34806791999623043 +-0.9126678386958706 +-0.6601257351568572 +-0.9735514103074598 +0.5414756571381212 +0.3337710687796094 +0.7920749783773879 +-0.47726396339593324 +1.0074422051806682 +-0.2177424262448897 +-1.2465948868689714 +0.26466315266418383 +-0.6758397122801723 +1.1177904200038544 +0.25795727930057066 +-1.521439859091011 +-0.36322080016459957 +-0.7906335883446303 +0.19376210658479542 +-1.0759292814128762 +0.49701544150975496 +0.017170318560267628 +-0.8631557548081978 +0.6318987391954558 +0.8433539279122134 +0.5581090854540518 +-0.4403863459973183 +-0.5000716196536612 +-1.0888911227469478 +-0.8925828012632426 +0.29296109292372896 +0.04930243104722587 +-0.4106034834157535 +-0.5038071771707486 +0.04632806107548304 +0.8640907398278255 +0.026958971918812358 +1.6283017679748935 +1.3796552497155272 +-0.8071624113509037 +-0.2754642522639963 +0.47119947756236935 +0.42103105402657914 +-1.432978924116567 +0.829479888120857 +1.263173924274497 +0.7458630848159694 +-1.1492865438197588 +-0.8267060571939664 +0.4564534684921453 +-0.11861886532000487 +0.032152282435492285 +0.23044113562901725 +1.4139375768597051 +-0.9948251352798232 +0.8529598974029093 +-0.12346035084458085 +-0.5225731439059518 +0.9459668110692124 +-0.5792504159445355 +-1.0619230239840312 +-0.22750227122239464 +1.5304986441868136 +-0.6499993977832934 +-0.6659651790410173 +-0.013464322332149559 +1.923411370220487 +-0.05787350223923404 +-1.4343658105660049 +-0.6098372778406713 +-0.7556329009726521 +1.0967059168711677 +0.40727361855719835 +-0.9258495837289631 +0.5093184585782731 +1.5155252348867874 +0.19397778308121993 +0.5289934602122726 +2.3270139913978687 +1.0064801096417415 +0.806974226845789 +0.007370130607126324 +-1.19854798598074 +-0.814798129666104 +-0.08673341041606508 +-0.492883118680951 +0.2421369793146202 +-0.9671515251773946 +-1.2886596689198877 +-0.3895412718059268 +-0.3921999254338393 +0.04205797299196412 +0.5060100908344625 +0.5433165339058916 +2.4546403100382848 +-0.1023061177662834 +-1.0994680338563272 +0.29991013011371415 +-1.5028510492159046 +-1.5620705637576469 +1.9549684095074187 +0.3206247786316738 +-0.6571040827004098 +1.4903883613849223 +-1.0215171273056505 +0.5562848018637603 +0.31518308746252477 +0.4207983950304188 +1.0196742407892971 +-0.9507466150164918 +-0.4695184590305852 +-0.5849095529065502 +-0.6294190729134088 +1.6419150909159923 +1.426057344087443 +0.2810041401490908 +-0.8066554382364706 +1.5130922079436562 +-0.38015668156053106 +0.3189365559290187 +-1.4027883834665065 +0.3536211176977959 +0.39031687392521386 +-0.967699845608861 +0.07287922719165785 +-0.4052215354960935 +-0.20030342074921692 +-1.4207948260941439 +1.4725660286212519 +0.5413243347391641 +1.7623911948355317 +-0.8461387821364792 +1.690360635892754 +-1.165529468899354 +0.522542087769184 +0.6812813204853608 +0.7555341811613427 +0.1167076207418476 +-0.010871840436819102 +0.4516578634042838 +1.1986472033273001 +0.4159393900974866 +-0.15267432677378912 +-0.4562553474133513 +-0.270785892350371 +0.16068541251756008 +1.1314333838419715 +1.5588974407005083 +0.14890686630176364 +-0.12286970415121767 +-0.8503620440969326 +1.6192248738354302 +-0.39507785526921824 +0.40342320364983153 +2.5968952625860817 +0.3253351030148772 +1.2394889651673138 +-0.06728890512248942 +0.7609321379934394 +-0.20302355889458035 +-0.6218098964963172 +0.46417947749875066 +1.25583181738754 +1.597072797614132 +0.9767334912928353 +0.264949243846224 +0.15144729132280177 +0.7197525667289524 +-0.7242461074834348 +-1.566830092537921 +-0.8071624113509037 +-0.5678608707079664 +1.9411175354387464 +-0.814798129666104 +0.46543952394180876 +-0.567352196730402 +1.0519886535969067 +-0.22157104476898937 +-0.28672554279613216 +1.4276520628678895 +1.0249906842907324 +0.16197496817630297 +0.22338098278149232 +0.0037251482022171434 +-1.240306067807812 +1.2296575204034355 +-0.5515374384366598 +0.8207489425348208 +0.5172764580504812 +-1.0825781885391532 +-0.1904828365202269 +0.8078359371807129 +-0.13816738800137918 +1.23390138635427 +1.1345404230614633 +0.5740187050411916 +1.5637994757208773 +-0.5308085636402111 +-0.8382402737679568 +0.7349926576653746 +-0.4403863459973183 +1.9807772488187907 +0.27919512947609415 +0.32868889490768494 +1.2151020196210163 +0.5436242172926973 +-1.25998146503785 +-0.6425370769917789 +0.46303545782733435 +-0.6827065273068447 +-1.7790985412999534 +1.8413031178462576 +1.7664135411555026 +-0.49615366069270395 +0.5243998795098801 +1.7730914889645244 +0.7341481805211566 +-0.10759600476022824 +-0.2908516046560514 +-0.0962415963076948 +0.03489783921163481 +-0.9879977102419237 +-0.23483170138342446 +-0.4078965325690216 +-1.2137565864682889 +0.7099135689786227 +-1.6672250062476863 +-0.8725310530158301 +0.44728711682029676 +2.6494873609388456 +-0.188596134840481 +1.0336642099664926 +-2.095202436885198 +2.206632761932654 +-0.4050401504017789 +0.4683532084849584 +-0.9135735670180372 +0.14399269917264745 +-0.840121123091859 +-0.722470948079547 +-1.6674296466895286 +0.45971243855737653 +1.7469270950566425 +0.9094294605119554 +-0.5393682136319085 +-0.25177738029503827 +0.423113424824616 +0.49972820827657793 +1.2554905093660746 +1.3104554242370674 +0.18989203363461593 +-0.08393653646607158 +0.5747822977873178 +-0.7422848972871157 +0.8114862430721249 +0.022834332474789498 +-0.03211496368001643 +0.14701076110058486 +0.28903922983193797 +0.4350465562531125 +0.7813407482662221 +0.24363032690021003 +0.8626436771357019 +-0.20611962590141242 +1.0276567117358602 +0.11616431833807339 +0.35632994725304634 +1.1442168736867222 +0.11992925011328093 +-0.7875347033044993 +0.5376381791606395 +0.41102838067661773 +1.1414937861701935 +0.5443789537674428 +0.6499211162989171 +0.9665385200623307 +0.06035478013615303 +1.4457308972699863 +-0.5563086166772295 +-0.7931758655906684 +0.6432375815868928 +-0.973578115232214 +2.0181200676399533 +-0.029864792756425063 +-0.49653926420933714 +0.2135385404572938 +0.7650068111143448 +0.41584806405828156 +2.1872850016372807 +0.7295039616195026 +-0.2513267728617301 +-1.0574099426283945 +-0.3716502763236411 +1.6577342578383927 +-0.9855661545002248 +0.29183008462322935 +-1.2905770262149192 +0.6080142851846635 +-0.27503061706709997 +-0.4849063344692246 +-0.9102733651253769 +1.6534556857772453 +0.8334141033934305 +0.817807629453798 +-0.051090320148253765 +-0.6534777307338933 +-0.13929729563784465 +0.24519356354443245 +0.5847575977491744 +-0.3056292935227525 +-0.9199120782032233 +-0.12595812666794415 +0.7494049841390544 +-1.1312316449546402 +-0.9053951520791863 +0.2212125796050215 +-0.7991927099730114 +0.39839309095200837 +0.9670351352260489 +-0.4874528317520588 +-0.5556303484758665 +1.088345263621179 +-0.09255437543243983 +1.3940519002240337 +0.11129604457930431 +0.8367806396774594 +1.6592406102691255 +0.5943788546447875 +0.9919599064372449 +0.6154379485785749 +-0.6080871004671258 +-0.9304236397172068 +-0.2968737561915582 +1.8459878116597088 +-0.5228621059562653 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_DUAL_bias_-1 b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_DUAL_bias_-1 new file mode 100644 index 0000000..eeb0254 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_DUAL_bias_-1 @@ -0,0 +1,2175 @@ +-0.3172826778090279 +-1.4124504522849621 +0.6105719566550535 +-0.46181457308727436 +-0.5854780862417668 +1.1878952431180418 +-0.7895574807843098 +-0.3783681009892893 +-0.8149545863964304 +0.3543045350359658 +1.0437519736971446 +-1.0916813447060165 +-0.3804458310539404 +-0.39311828413600675 +-0.8065868002655276 +-0.8026186995040103 +-0.39786730602120485 +-0.3701275682704781 +-0.5391733841855323 +-0.4664981635887379 +-0.7662247846431304 +-0.2504603602778322 +-0.2159890532930236 +1.0213242515854317 +0.025264754772547655 +-0.7134318839236651 +-0.47977719983593536 +0.6143037563800375 +-0.8692019041626402 +-0.8707647832459962 +-0.5546796019768259 +0.5763174504601554 +-0.6254560403808409 +0.20740489428795264 +1.384897969150099 +0.9083539317750031 +1.593548575158881 +-0.7088120534058502 +-0.45540221070908604 +-0.45593272508731064 +0.9257423005387506 +-0.4442758697450296 +-0.5638829403993855 +0.6063887565472366 +-0.3565423479149135 +0.6439538886542425 +1.3215409660637407 +0.23417733878318625 +0.24919243744782343 +0.15637330877118255 +0.845488254011298 +-0.6863088945225652 +0.4924841938425193 +0.10765955135456484 +-0.34512901625680253 +0.45419420877477423 +0.3826771835328444 +-0.5795967831582649 +1.0343251166265255 +-1.028041388641508 +0.8526569176397777 +0.6234209828285331 +-0.6451250066519664 +-0.4148018776976297 +0.8447471149263263 +-0.1333133023129305 +0.6997776518188448 +-0.8351763076328098 +1.5363932246239909 +-1.0360918167242394 +-0.05162048759745824 +-0.7807452768365318 +0.6925863379283157 +0.03303638848026555 +-0.24198061450371972 +0.1957617486693059 +0.3341382449128688 +-0.3962166397200841 +0.7511727546099481 +0.21138669907252594 +0.20811329147906585 +-0.28727655407987085 +-0.8125393933865667 +-0.45593272508731064 +-0.4171451315707387 +0.5703580995597753 +0.16178502076466714 +0.11287682895759835 +-1.0997433977867306 +0.5135943225191679 +-0.7124110934202179 +-0.07665201507202252 +0.77246741422362 +-0.16785129092740608 +-0.9195993755427218 +-0.2876644323323122 +0.5837224657771113 +0.7120885321443738 +1.5352438722072534 +0.3910729374909642 +0.6454844282949217 +-0.14675577157029018 +0.004214554834162752 +-0.5815150405176098 +-0.7594389718107202 +-1.3375110351996473 +0.8740217808476399 +0.8363758726915353 +0.9669599761389059 +0.020146652677128674 +-1.1165099082868561 +-0.5766045369518588 +0.41366145218901146 +-0.3277846505460899 +-0.03188194381864274 +0.22816528490531895 +-0.18492645287727694 +-0.39864261041592913 +-1.0045274034110065 +-0.2740914819576679 +0.8800129431056164 +0.7209743647716683 +-0.4662768055661868 +-0.9134909595671455 +-0.7134318839236651 +-0.6910766710153408 +-0.5940233058479791 +0.2670776002252944 +1.0689825283500909 +-0.4797925086660065 +-0.2279904670809091 +1.406340856493188 +0.8908327793810227 +0.459718395072399 +-0.6561751864780391 +1.3980291476873146 +-1.2571979506429922 +0.9389536236465031 +-0.4941701191128266 +-0.23084040007307893 +1.920577601422355 +-0.16079167977566267 +-0.16153352564891302 +-0.03254814010635269 +-0.5285185326940398 +0.7594445699230175 +0.24746883263733854 +0.3134587766603495 +-0.6693918876909649 +-0.26182806498783556 +0.6530168631181793 +1.3028809611733374 +-0.9000730029216251 +-0.5511318497105047 +0.15449945133798265 +0.4465205700259066 +1.275619987754147 +0.9441645492686602 +0.6810716416812583 +-0.1640646744394108 +0.7649667854759877 +-0.26822059979264645 +-0.2230984708870265 +-0.288620746370539 +1.0922440666829267 +-0.06196517246049536 +-0.06929815738816354 +1.2479182454550477 +0.42995977223681014 +-0.43712531651032244 +-0.9615849130316088 +-0.11170093092562652 +-0.14522196237732551 +0.19797744928834599 +-0.9941895307012845 +-0.6136920685227051 +-0.23720045968168035 +-0.46787129334540417 +-0.6124436721787517 +0.4195191210548133 +0.5637819552808644 +-0.7470125331226432 +0.2462445230763477 +0.9418630215993123 +-0.42870164411075595 +-0.32354552064793984 +0.18929166996050684 +-0.08494908869950057 +0.5885450608581845 +-0.005116943598166147 +0.5530220140072994 +0.1890185020085939 +-0.3966978306375311 +-0.12699120779122997 +0.9270428177355216 +-0.16758391795412825 +-0.5654461065651074 +-1.0663174210844062 +-0.1204450689101931 +-1.0568206449053847 +0.8172425296392631 +0.6045215321126215 +1.0905000997831364 +0.04242412836061265 +1.0824092188798493 +-0.02428137260103449 +0.33718045827849424 +-0.23102116999358424 +1.0739284646255405 +0.23193903547560835 +-0.3388498046313046 +1.2589722439013913 +-0.4277655902942047 +-0.7134318839236651 +-0.27079522258307326 +-0.7532145091311622 +0.01236816007097414 +0.3594957676637008 +-0.5313289697783798 +1.4860246784350477 +-0.25314711408564916 +-0.5796576348377565 +0.33818969437251906 +-0.5639543326160341 +-0.355717620564253 +-0.19605968476881955 +-0.44948449671560925 +-0.3642302836948998 +0.11512391890060038 +0.8563062476796567 +0.4470361989264897 +-0.015730139726291413 +0.4903205002116947 +0.4918420417358283 +0.018588010026380733 +0.6490802271464506 +0.5816320017766312 +0.8984964056856366 +0.12318211600821301 +1.278999155099695 +0.009037181960726517 +-0.5601233010603412 +-0.10320739619064243 +0.18815823040665736 +-0.45735974740115815 +-0.2636816275145384 +0.3705126464931085 +-0.8762726891534792 +-0.3942684431697073 +0.48512974221648625 +-0.36989814586153824 +0.16869959365286527 +0.6855346829670733 +-0.6435163307521555 +1.6840885831501695 +0.23639120849604972 +-1.0686349081823556 +0.2645480175082294 +-0.28692361034933594 +-0.4473550581362758 +-0.8443925531336663 +1.3012748984517275 +0.23780781566343023 +0.3610406346264418 +0.4440865744838866 +-0.6087450382799335 +0.7081421244747504 +0.5200002072079238 +0.3062621002374511 +-0.7702531430744098 +1.1302224022964484 +0.5239314972698663 +-0.277426772785966 +-1.3165273576925283 +-0.5976543885487275 +0.2108952524446055 +-0.4594637744721656 +-0.8700696804234788 +1.5379489068560954 +0.4338204361896444 +0.8587978918042494 +-0.7388079336033552 +-0.31202187720060875 +-0.16210934917463551 +0.08374024308147952 +0.5478376553133878 +0.3151271736557138 +0.3786833905246281 +0.7451483002570081 +1.1867895780267839 +-0.6065535799553279 +-0.6910766710153408 +-0.15595150100059307 +1.1899699141441455 +-0.14257236725244088 +0.16801378562681685 +1.0955597639349932 +0.82236402081127 +-0.2418500840610791 +-0.16838509894512524 +0.4698946382490747 +0.8792201464538022 +-1.0381409989695691 +-0.12691882027475657 +-0.5209924976284238 +-0.4466128600305303 +0.25439944245207036 +0.2589054229068387 +-0.2462751239182756 +-0.10089863822471068 +0.8021165236134291 +0.5170746408245894 +1.712982189904529 +-0.5680924939834743 +0.8668523547860818 +0.8134758817491157 +1.5427888921220276 +1.116993565272687 +0.5551626903940938 +-0.9154480528686703 +-0.9626970693708329 +-0.22078604602705704 +0.4255747381233769 +-0.4030377697791505 +-0.7544156076067441 +-0.48302955024012645 +-0.29351982936186066 +-1.3355045858786647 +0.020197726006008873 +-0.4729488848155474 +-0.36959427255729144 +0.8151013366122823 +-0.8181663228092031 +-0.795978286253789 +-0.04898642279027918 +-0.36561846323333325 +0.7846406175607024 +-0.649415929827238 +0.7905754337343635 +-0.9307218776065357 +0.29330344495635813 +0.13939199595869875 +-0.30710858436898136 +-0.29028404457485035 +2.043075665231378 +-0.07284395027343721 +0.6543213590096331 +0.58524369549849 +0.6304613730259168 +0.906360891449051 +-0.17022349054988922 +-0.6349687216670882 +-0.7670864754741363 +0.40399981788817757 +0.9345577305557493 +1.5704537683431483 +-0.6274363408662618 +0.20117941850987492 +-0.26652778538736394 +0.08776450998105385 +0.3589784766391279 +-0.9477232926836696 +-0.36945425158903655 +-0.8426055101182132 +0.23773525205915963 +-0.5635010623388279 +0.4984069316153876 +-0.5346640073564316 +-0.44266497757612616 +0.11622314943275858 +-0.41442845785311166 +-1.2256084906839506 +-0.21608348320815302 +-0.20696241629686646 +-1.002075918495871 +-0.6697755538524379 +0.14471716095095571 +-0.06650340396018645 +0.7441754952007069 +0.278781209855334 +0.3377788881894885 +1.0028284612909055 +0.13129313454412594 +0.3540069390708264 +-0.655486610886791 +1.0539720574502225 +1.128876600700203 +-0.46470188915144794 +0.977433986508598 +0.8923463647965404 +1.546720315848224 +1.2696449509536736 +1.4969260895229493 +0.18104602106151163 +0.5380932788637666 +-0.06996259374607607 +0.07199819416233644 +-0.5236244266078164 +-0.05099422661866822 +0.7604183359631477 +-0.7123545388281928 +0.7892840301149091 +-0.15110108590177343 +-0.3918872626726248 +-0.14046644556253035 +-0.24864149797083968 +-0.8885082252521408 +1.6017842263743787 +-0.4442304830935188 +-0.23783203968868127 +0.8962736914767222 +1.2362179173535104 +0.7457434638773035 +-0.6641992438883594 +0.833268299182378 +-0.44069052589031976 +0.6096202473157936 +1.1357706862159387 +0.08807234914222552 +-0.00413935629321753 +-0.41120031414528546 +-0.21545984270397017 +0.28480843636194125 +0.30085424198691346 +-0.4902522577476443 +0.512706662207704 +1.1319141325860735 +1.3173866236850489 +-1.115803359848181 +-0.10028686685347149 +0.5161016762759607 +1.0263049047415327 +1.6276238028727292 +-0.5313921932959016 +0.16551176525430994 +-1.0466138713921322 +0.26846977793389915 +-0.3903861602690545 +-1.0346739898517854 +-0.22913961128986565 +0.09329711333503567 +-0.8679121194892113 +-0.4699656024087721 +0.3673645574423017 +0.38998483422744923 +1.369919857875358 +-1.1994680041775039 +-0.5654771564231174 +-0.025989457614688766 +0.2709085889983741 +-0.42886925404527876 +-0.6265721205981366 +-0.18940022555292946 +-0.3057479142047603 +-0.1684927144657992 +1.114281089711881 +0.5482057730170901 +-0.9369800304970926 +0.7491575153977174 +-0.8885082252521408 +0.6264758130078585 +0.42059885490154486 +0.06221052225689246 +0.4513251652428765 +0.33960875574100086 +0.3395231944591982 +0.017530303267264364 +-0.3582194546466599 +0.10779400847779044 +0.43610564588466433 +0.4279942542581608 +-0.5117486705379074 +0.09863541288004876 +0.02390175333517231 +-1.2520775070417587 +1.1896389194476988 +-0.33692778589913785 +0.16067410162267304 +0.6043161459771417 +-0.14625559388449316 +1.048834389790174 +-0.11169523015439725 +0.959396629179428 +0.2618863420572903 +1.313010021562311 +-0.41030745759721243 +-0.890093356136746 +-0.49282699716166517 +-0.3320427724026192 +-0.35011791729625974 +-0.21060119727459703 +0.8176978853516768 +-1.0497212063871786 +0.6651762279763559 +-1.1919366263763433 +0.5408896612049214 +0.08982478876948596 +1.0593561942242793 +-0.7998211908333402 +-0.16956666172964252 +-0.23673830540541294 +0.08413385761330712 +-0.9769038077056733 +0.6197451873821557 +0.4333368550463549 +0.36705532211487646 +-0.614898916035397 +0.5597393180745341 +0.5222089440857324 +-0.8178568584114941 +-0.05609123385141877 +-0.08639122537978144 +-0.8708634643905222 +-0.2288935913900537 +1.5608075343760952 +-0.34239742185486827 +-0.8354299281174639 +-0.8295076767562226 +0.11937689984309027 +0.3984073848184315 +0.2340248730144277 +1.3710083198042589 +0.028842895268987204 +-0.5948877462776766 +-0.4711958021851006 +-0.29146635613909133 +-0.6393093336240837 +1.2456619875373638 +0.27842925567532834 +-0.18499005597148602 +0.7378650130854706 +1.201168058888645 +0.7644770096715627 +-0.0578221837221323 +-0.5511931204104181 +-0.17563656550493478 +-0.34213977003518203 +-0.14046644556253035 +0.3297711488676698 +0.03037540670268339 +0.5490585716520877 +0.23172404261519586 +-0.0778667186610412 +-0.43167546929305534 +-0.4781255508476661 +-1.0160608879047224 +0.5659934210592226 +-0.17895716819144675 +0.9171098666280006 +-0.008037144326425962 +-0.05009427382879604 +0.11660784079837992 +0.741751177305675 +1.2142315802161128 +-0.6368474244738205 +-0.7528930329298795 +-0.3772957785485458 +-0.5774112470516504 +-0.719707260221352 +-0.07140185018512435 +0.48747619011735427 +0.23004545526618275 +0.30431956611195954 +-0.22908191333932626 +-0.36453427546085704 +0.6465071155445097 +-0.3918119361728454 +-0.493893018591082 +-0.8511646673250612 +0.9495443795986487 +0.1872295377258979 +0.09167276284932502 +-0.26092821770026436 +-0.5247468833156398 +0.375774159472239 +-0.032700432939081155 +1.1311406455202515 +0.4320933455503641 +0.9652696630962491 +-0.664633099573062 +-0.4388953995098143 +0.42174912839892564 +0.014119893011700087 +1.0117954135691456 +-0.19793716551228263 +0.4000523475526605 +-0.7773462647071799 +-0.5379330970362607 +-0.7629710551671288 +-0.6292270740130583 +-0.4601599566979999 +0.45848078040828366 +-0.4118640355677182 +-0.7489422978744251 +1.8326925609493474 +1.6366883516335988 +0.7495928798692075 +-0.09492627395049577 +-0.06754748816840317 +-0.37492902794286104 +0.6919641561930081 +0.9333125539447769 +-0.8070281743164083 +-0.75398594456713 +-0.30566537922832093 +-0.011957508041150242 +0.9063457290934799 +-0.2525514590982146 +-0.026771976688778634 +0.5759789122662877 +-0.27966268315587206 +0.9893478189147942 +-0.6191907210958502 +0.43711676084681395 +-0.44266497757612616 +1.003165556806147 +-0.5159437576026594 +-0.43897288269161233 +0.03439434927234032 +-0.6347800160510975 +0.3259350367375635 +-0.5724919089893834 +1.037661016704307 +0.17957063177093452 +0.8127336726426917 +0.37005675488890266 +-0.2415765830917697 +1.0802388467915227 +0.055117447876888576 +0.08465973022606062 +-0.806343468762647 +0.5335859884908789 +-0.914130723557026 +0.11674286777214452 +0.7790721966237469 +-0.7533614284634312 +-0.3839404279286702 +-0.6298757815881919 +-0.6934696767437284 +0.04083916164104129 +0.2010906106303635 +0.8303261617799237 +1.18384939364182 +0.16439729184275897 +-0.5766045369518588 +-0.3647368654858732 +-0.670997121921518 +0.47990994239860324 +-0.346226328941547 +-0.5805779131713034 +0.5569543740558895 +0.07061410056584734 +0.36948560403493136 +1.2756457920525819 +-0.8391932357821675 +-0.48712698452249226 +0.5630536602935684 +0.5456019765932938 +-0.9307218776065357 +-0.2126673058332183 +-0.4854789462516742 +0.5447677598050714 +-0.21535061205642353 +1.4634562946818859 +-0.13866934501447142 +-1.233686603288436 +1.2104491413720357 +-0.6631644605577752 +-0.8552383052459211 +-0.8632429859895456 +-0.383855296074899 +0.9416097565489279 +0.7344801641556105 +0.3247566542884987 +-0.2806746333271708 +-0.11537316389620061 +0.7449829319958602 +-1.0163113959271664 +-0.053817883549244536 +1.776488250295118 +-0.5578196508554685 +0.9377962213887203 +-0.10336170683563864 +0.5332457719558636 +0.04954812467350607 +0.15542320390230202 +0.5931049520582296 +1.1348656522381153 +-0.7103485112258463 +-1.2004581039023599 +-0.286856766315566 +-0.4302691638408621 +0.521942612181267 +-0.7594389718107202 +0.2591659738785468 +0.486408191065075 +0.7049479144176629 +0.08652158089507249 +-0.7336242820449332 +0.8650901097089002 +-0.4632112339591365 +7.709246579180005E-4 +0.5821820954745995 +-1.4115350278504548 +-0.2313530110075362 +-0.5239436341414863 +-1.1351617866968666 +0.4499439628182279 +-0.8885082252521408 +-0.4667811601169041 +1.0592836832825052 +-0.6815630013711087 +1.3657790975968769 +-0.5351368466104331 +-0.30986995490837504 +-0.16646237510889064 +0.61855641665736 +-0.4329128437899474 +0.7858369245466963 +0.5483776439854213 +0.9795796598782261 +0.059379919778524665 +0.030453281177608295 +-0.7713217232737534 +-1.144696081120019 +-0.0012779007620170417 +-0.49027435315327234 +0.6379962321963404 +-0.4892508164397287 +-0.921997765974081 +-0.33178295776726735 +0.01236816007097414 +1.3344656538066975 +-0.14257236725244088 +1.1468512657316452 +-0.27540433013631194 +0.6153124920880536 +0.7653766129333264 +0.44553747614554146 +0.10770046797359767 +-0.3433646673130703 +0.37634054495019986 +-0.6194583678633355 +0.8196324361714635 +-0.7095892000852893 +-0.4991036128845449 +0.530411221607707 +0.9917789207561615 +-0.8953101915150133 +-0.36989814586153824 +0.6288881338445657 +-0.1191277310007599 +-0.8499040500428106 +1.106969744191298 +-0.8937526510961792 +0.7290882628503138 +1.026118569220956 +-0.18731466680421677 +-0.43196508544764606 +-0.7067737037735813 +0.9615340616964648 +1.3213606792748351 +1.0438434205430511 +-0.36732085396994446 +-0.5976711728446152 +-0.10088957870239881 +0.4684255339067396 +-0.3783681009892893 +-0.42860075553502586 +-0.38614626705241406 +-0.6751394189603386 +0.4640311556758522 +0.17420284560702015 +-0.5086629742790079 +-0.09704785797163074 +0.16002914601475782 +-0.6105791431322505 +1.027136077802894 +-0.8455693470335807 +0.40734799798819826 +-0.5337790980499191 +0.19247582331447122 +-1.1136345090351163 +1.3373469866033232 +0.9666299839196503 +-1.1299559622085147 +0.04337350429314825 +0.20336929028075718 +-0.30718975998059317 +1.109082070453082 +0.3444468254404046 +1.2977069608665315 +0.11118418025322485 +-1.1779482364222804 +0.9991179321962684 +0.6442891558860306 +-0.7234463507167462 +1.0457870656103434 +-0.34098337354102937 +-0.5458499793947975 +0.5636989977059012 +-0.346226328941547 +0.7818780250699322 +1.1375056614868877 +1.0866916069077333 +1.0046714740854106 +-0.2624274208442262 +-1.0048304579861465 +-0.7229297901601027 +0.28876195919980713 +-0.8983172649101397 +1.0752632168048903 +1.4104150264103725 +1.1236271303567293 +1.1312061821251032 +-0.5978361175073578 +0.15809018011508968 +-0.5875233829754571 +0.5908416318747334 +0.5029131807503409 +0.14930889972450734 +0.024473069629155485 +-0.7444571738821286 +-0.5545587501779928 +0.8597089834025795 +-0.9266123618290364 +-0.06191220403842007 +0.41780706385853683 +-0.6884622765330268 +-0.7736543589357091 +-0.17021183418537328 +0.787218699661378 +-0.16849753401647177 +0.7039072304618805 +0.23207273665886802 +-0.13383370968636638 +0.7537770944011368 +1.133118348889991 +-1.121032739353498 +0.8076044468013618 +0.5910724179670134 +-0.520096554223875 +-0.3435501750030242 +0.8664649149443159 +0.2821722754130449 +-1.2571979506429922 +0.398260030959127 +0.9366711555420209 +1.2437179953888706 +0.2783312166375942 +0.7225672987187237 +-0.6564043844853852 +0.16933084576820367 +1.114372003063565 +0.9209504517439102 +0.7022572493248036 +-0.4035291257510671 +0.18127751681006937 +0.3865544108827616 +1.1305525373476137 +1.5366356723060726 +-0.33215355294903626 +-1.2520234995373705 +0.9597435160114753 +0.6748851388408523 +1.0537812083202462 +1.5230669924983822 +-0.4684478744275781 +-0.385758662093912 +-0.09979482655956233 +1.8216894967663184 +-0.5700710519395386 +-0.9827427454318527 +-0.5236444555557788 +0.39793372793661147 +-0.6207464393657051 +1.1790741752386529 +-0.31204401516757707 +-0.931993531551259 +-0.3817658854875691 +-0.12319648118332846 +-1.145947005971518 +1.0780246072601278 +0.7309689303890241 +-0.7952232019640999 +-0.4044317621587579 +0.03907855288748281 +-0.262433148462375 +0.0019284886424583425 +0.7208664703067182 +0.8977858132567332 +-0.6770430199076919 +-0.9767520161136813 +-0.4681919553379039 +-0.48419609653060686 +-0.9283357551536233 +-0.4760316530328675 +-0.7413508629985063 +-0.04800133604195254 +-0.8312332738574723 +-1.0178437229847213 +0.5938828055403387 +0.26720211458995435 +-0.7897887249561382 +0.654839384597408 +1.5161359166081798 +-0.6649764221199626 +1.067371486618448 +0.3569223651895572 +-0.4052017902414097 +1.134617512697629 +-0.3709320445023234 +-0.4873583439869781 +-0.3786438937612255 +-0.49810357249917087 +-0.482561705634215 +0.5588546416697848 +0.3421198531721579 +-0.431466212881221 +0.09004714501865393 +-0.7216529300843162 +-0.3773022111840906 +-1.0604987955693372 +-0.7151831310933999 +0.25944460036274 +-0.4284612916207055 +0.01874996608292291 +-0.5543407260937251 +-0.3594973773389313 +-0.0033553161823561065 +-0.20589402095049972 +-0.5086308148580061 +0.2593386516228758 +0.5049443053814338 +-0.4918452761391979 +-0.6139571889653381 +-0.21949484629839616 +0.31789429315277423 +0.6275741748532667 +-0.5766393824959096 +0.13885516792582822 +-0.4498972577785229 +-0.4388953995098143 +-0.6911728402128354 +-0.8941724883236682 +1.9637091774245954 +0.048109628917327375 +0.4212171988074127 +-0.6473511047324728 +-0.6648781683562999 +0.7038855396250009 +-0.44948449671560925 +0.38300198558598025 +-0.16153352564891302 +0.9401329868587566 +0.13284751587916427 +-0.18695229929499882 +0.7770084820467249 +-1.0697590401637933 +-0.4835030929533053 +0.06868920582116692 +0.8231590740024163 +-0.2798727430086126 +1.1154293784270801 +0.8496699034331634 +-0.053056379335295736 +1.0085678699234557 +-0.6755121313345137 +0.05046914977713188 +-0.5522169010024465 +0.14672521273014477 +0.1932333007439963 +0.3237949534179981 +-0.8067365885793981 +0.10835407431651001 +-0.09202436327757185 +-1.0246164488038019 +-0.704710498492478 +0.14086882712680343 +0.08803542988165622 +-1.0131293308250624 +-0.6489940397944215 +0.15948103324816298 +-0.3594757538683889 +-0.5586352924756144 +0.791629148273915 +0.9391036861883315 +0.30649230443437486 +-0.8156456080549094 +-0.8351970962001252 +-0.8552383052459211 +-0.17910233071684745 +-0.8708081645434378 +0.21258183329469232 +-0.37849605692680394 +-0.03478679751228432 +1.4218752168541184 +0.040741183914260085 +0.587525911813869 +0.13607456024835213 +0.1447275311552102 +-0.10464322052038873 +0.8878755402697259 +-1.4214670973219117 +1.2838465835862003 +-0.51333775186185 +1.3226234446601877 +0.4351074236663599 +1.1377234823371745 +-0.04126339263846938 +0.2410843083310802 +0.3733132160101158 +0.2940475098823301 +1.714763243295384 +-0.9948907039735683 +0.9149181495385185 +-0.558680667918704 +-0.3818444784730222 +1.470940915444829 +-0.23595656224409736 +0.46831732419990724 +-0.37943590151164547 +0.35680105058437056 +0.24412910122099934 +-0.25930369417802296 +-0.42692015702614355 +0.34955981657085194 +0.9425719821776253 +0.13783818687883237 +1.350869253052803 +-0.7919200765074758 +0.38015067869959496 +-0.34867348746532856 +0.1889731640179586 +-0.6923205160293876 +-0.22117607283857085 +-0.4966541736969709 +-0.7772461435338355 +1.0197586348841765 +-0.8821347611317197 +-0.782592544008564 +-0.7751519048046703 +0.42206801257273896 +0.17197769179102293 +0.1903343478569547 +0.5584121336418904 +-1.0196403633170683 +-1.0381409989695691 +0.3955383187293514 +0.3162010276915807 +-0.17022349054988922 +-0.14046644556253035 +0.9229461685192499 +-0.05381310268236161 +0.8207169385295521 +-0.14439831534362477 +0.9024040098545355 +-0.6677274482856249 +-0.31189773463891796 +-0.06191220403842007 +0.8347230830232679 +-0.45363738472233467 +-1.4936693304636453 +0.6574048654795758 +-0.45314135081983475 +0.7834413256119934 +0.20234727961775617 +0.11367554300579527 +0.1111335060450815 +-0.6988911247126262 +-0.06570186247741013 +-0.4526050280983476 +0.048759795441224614 +-1.03285170305794 +0.11185818171432192 +0.8894216039838649 +-0.41276663370234545 +0.9755931946389576 +1.4827947487488748 +-0.897985779651607 +1.03095884366598 +-0.6961767165546895 +-0.49147464115908523 +0.03622765179507276 +-0.028579813068294282 +-0.4836014238726401 +0.7953703259382082 +-1.0677168937809014 +-0.47635674281470136 +0.2468056139084399 +1.5180288035274532 +-0.36434679574164147 +-0.656495611213866 +-0.8331171729953925 +-0.5940068718721461 +-0.1703607017892675 +-0.9908061286482517 +-0.9294690592843202 +0.5555400878685307 +0.363871909466754 +0.2747576463095587 +0.09628101178994564 +-0.5581508320504044 +-0.7305385740450386 +0.7046296664035648 +-0.8324921517116864 +0.12084691597025696 +0.7856049715661552 +-0.20726470922379736 +0.4720757314404516 +0.26226954069834857 +0.669120737585397 +-0.13258752235317922 +0.07203602721172593 +-0.28250318408392516 +1.529334294678156 +0.3461630137994431 +-0.4892209383781987 +0.43213219458776697 +-0.9282486147531093 +-0.7772461435338355 +-0.24376991599211795 +-0.8871445275468491 +0.7396763181817722 +-1.0139271844620992 +-0.1474734786347358 +1.012028153177772 +0.22010423163007825 +0.22267153980525622 +-0.6298757815881919 +0.5845356374945432 +0.5836986008416475 +1.349332072070848 +0.008989761047279714 +-0.19344754679159365 +-0.06191220403842007 +-0.8708081645434378 +1.1293305917306216 +0.2727341814817196 +-0.5990073833936596 +0.032016609702300455 +-0.8674391033492951 +0.05299189684259574 +-0.4578562513708473 +0.9067249584036121 +-0.6504632363852695 +0.7289079450805549 +0.803062102863621 +-0.29316129774891486 +1.259054010333934 +-0.24248163062576894 +-0.05043122881419952 +0.05979026214862797 +0.7502750052414889 +-0.7727031788261008 +0.33527430785627105 +-0.032887360961461186 +-0.012604335343941588 +0.9762290261423808 +0.01236816007097414 +0.22377424751022917 +-0.24813685387370285 +1.2657404531996053 +1.3455720265418152 +-0.551626369645913 +1.6159071698356244 +0.5551865161062582 +-0.7952232019640999 +-1.6148348692867345 +0.19752036564977205 +-0.6316745018556952 +0.03835179031656094 +-1.026603059275662 +0.73498728676063 +0.21826701519884634 +0.5600160882903008 +-1.045165677118565 +0.10199858855452706 +-0.3839404279286702 +0.38645190930457934 +-0.033984460239102954 +-0.9395687485702102 +-0.8673766834459542 +-0.851684098768567 +0.05564724596390157 +-0.39751067380471306 +-1.4689151490110492 +-1.377362468232267 +-0.8866668093489226 +-0.2387489517328023 +0.38764852578820325 +-0.48583306167593837 +1.084683272634399 +0.6973725722301999 +1.391839339001648 +-0.2221255764247439 +-0.4719553915741031 +-0.2524764040822522 +0.9326680831167844 +1.0616202183132524 +0.6332764194109767 +0.6566684107702769 +-0.2979855993495163 +-0.38304206427169174 +0.28692547798311385 +-0.16153352564891302 +-0.4902522577476443 +0.4932258322193299 +0.241189064313876 +0.119878854616026 +-0.046414730761607126 +1.0046261112349566 +-0.10528680046311863 +0.5765302242675552 +-0.5051316706218997 +0.369184965007003 +-0.37521513005205603 +-0.4902522577476443 +-0.5601234419293833 +0.05783326803717398 +0.4755050775871953 +-0.5740883053987272 +-0.3452143142659358 +-0.2000214811402471 +0.19734432931827867 +0.2115432579783818 +-0.8422355344938395 +0.0738098988325452 +0.6213421951223566 +-0.027206981918533477 +0.6404744145591474 +-0.11222441030368896 +0.2425602580539502 +0.23354388175567425 +0.3526739897811911 +0.17324648852361463 +1.3638167707489732 +-0.6112600680366032 +-0.19183578230129394 +0.3901402870473199 +-0.07692519200713607 +-0.43932732533250124 +-0.4885388472151149 +0.9525286936251813 +-0.8694370392941884 +-0.3633196348428473 +-0.6805094488279425 +0.9581561296778286 +0.0879618962933202 +-0.4773411686480685 +0.07479528255572163 +0.6100950211220054 +0.7684927356216449 +0.3260746662364324 +0.26969976279277397 +-0.2374545370923078 +-0.7601272991831527 +0.10765955135456484 +0.17853028361090262 +1.0815417642969647 +0.3713081713894771 +-0.6093256755110366 +0.08914416595698416 +-0.49282699716166517 +-0.6872350938478293 +0.19436915644054692 +-0.21392053481014894 +-0.7759782711365445 +0.053346581675838486 +-0.3987142209508495 +0.1416918904314246 +0.5007418307959995 +-0.09127599867379622 +-0.2230013643153146 +1.1717987610301965 +-0.35338990910184637 +0.7525979216039288 +-0.07940157524786447 +0.24779113825204085 +0.04993415823016188 +0.17369521168860388 +0.5263618741966083 +-0.4413979238542576 +-0.6020727634247502 +-0.19278879137506294 +0.6753597913734141 +-0.1361787450625831 +0.3189774588961946 +-1.2996343431405397 +-0.18818397801878678 +0.7011768524056433 +-0.5454855735488019 +-0.9833604026007303 +0.3148584206047671 +0.6392739166050281 +-0.02947742439715438 +0.27206922662186417 +-0.4587963159463372 +-0.4134032662803353 +0.7486922952035044 +-0.9624749790554462 +-0.4908695445707631 +-0.31596578738189335 +-0.5475177535514423 +0.23899289579846472 +0.2147620351686635 +-0.1612764796785784 +0.11931004016120254 +-0.22912321709570616 +0.361757496214886 +0.02753414999509174 +0.7695444738806775 +-0.3141793764483395 +-0.515455035238591 +0.5473792163188798 +0.12854020121895512 +-0.1788536780714095 +0.309839689387276 +-0.7014511777893037 +0.6558970882795006 +0.4894780009719998 +0.8519732335664649 +-0.2544276873288469 +0.5509839058410639 +-0.09579975343654085 +-0.49452746026810407 +0.03901011972996357 +-0.49304124090146 +0.9111062326748871 +0.21607714229256364 +0.04331173498159547 +-0.3442544174944741 +-1.408282034524916 +0.3883003953746294 +-0.7592351840823957 +-0.3839404279286702 +-0.7007018139713783 +-0.42480326258577217 +0.65835951993988 +0.8930523669363434 +0.6138612423798568 +1.4686061332596667 +0.16091963770304246 +0.6848461764226448 +0.558310224861356 +-0.4991036128845449 +1.1629895752000172 +0.7181894258395985 +-0.5518860109152183 +0.37496604803494665 +0.058932865955214894 +0.06879592447943846 +0.8252102889077717 +0.7124610135869152 +0.8645015584753364 +-0.6248810540983435 +-0.5231289251830976 +-0.11296154046970369 +0.24692619220017864 +-0.09053567384874248 +-0.4656283654250287 +-0.2780099045125054 +0.7834413256119934 +0.1817171348039139 +0.07901681710028645 +-0.3615451750099955 +-0.005253086481207658 +-0.7064988094094125 +-0.09853490225512324 +0.21038483040793432 +-0.664633099573062 +0.5458459550165444 +-0.4518233625877259 +0.4132200525520796 +0.29184387096209946 +-0.6949142154135186 +0.011855310831861407 +-0.6221166665314063 +-0.06931978582490309 +-0.9339053710050105 +-0.4402942109746091 +0.5733302511920616 +0.2465470660622584 +-0.8181556783279346 +-1.110165621924762 +1.393123031357384 +-0.5628296091903295 +-0.5364212356220173 +0.11043566829765399 +-0.7476459931690683 +0.09782553226789201 +0.24053234692711406 +1.335134921130124 +0.8217229246905181 +0.09064836064697487 +-0.1002301152276032 +0.7381094351772423 +0.6066424841920202 +-0.5209028616390883 +-0.28144145936888615 +1.0464654509734073 +-0.10262354591231723 +-0.8884402578971642 +0.19634863205586983 +-0.4847814416427635 +0.591483667438912 +-0.43503528108273376 +1.9840706140936766 +-0.4010377258303248 +-0.32354552064793984 +0.38774362908258114 +0.32843105942367296 +0.8510854476583873 +0.5509337020906643 +-0.52407790388051 +0.6293442028809272 +0.025264754772547655 +0.9853958654664949 +-0.8614686957631724 +-0.14847454479507588 +-0.08666295966944844 +-0.0017220724333474463 +0.020016632789681334 +-0.376917169156683 +-0.0851245568378119 +-0.6147272118525394 +-0.10593948954449273 +-1.2503346594044502 +0.6848256173007549 +0.5842652058703294 +-0.7067737037735813 +0.030883854138714334 +1.102546137316983 +-0.523356092876891 +0.4708969780825495 +-0.6012440861499718 +-0.11296154046970369 +-0.5864217397515051 +1.0800275245887723 +1.431438633848017 +1.0023049527186811 +0.15960532415759887 +0.6789455965500045 +0.012277995741595514 +0.10890152833384452 +-0.8307731867889153 +0.4543011923589235 +-0.8716822137868836 +-0.6748302370471261 +0.3010070705300985 +2.245678187471046 +-0.5562546221667062 +0.22929903797942164 +-0.1582610883416974 +0.07083195184636938 +0.15341688505828366 +-0.36434679574164147 +0.40460007773380985 +-0.24571525027287772 +0.303203947478985 +-0.41215387136062837 +0.8516794712350948 +-0.3163714935097267 +-0.8380996283190089 +-0.19065100806901641 +0.6730042132559484 +0.1697793852177822 +-0.5398659745150198 +-0.5474773662423905 +-0.37227555492081843 +0.776192827301089 +-0.19065100806901641 +-0.5934991433915539 +0.8470935693891206 +0.01714624275371325 +-1.140913768209062 +0.13512575629800933 +-0.8658257372911814 +-0.49133127538531973 +0.3632713752342953 +-0.049193518659047766 +0.8939403751169518 +0.8821075368340393 +-0.5362509313750271 +0.0631523329569423 +-0.7004788125896744 +-0.12131512664530217 +0.4286829875904794 +-0.6550592114976403 +0.08504230530525733 +-0.5156520868118691 +0.4642707332088488 +0.580252524751792 +-0.9434304385716745 +0.5973684392985534 +-0.14637691151937843 +1.5072754730434499 +-0.41196523410839714 +-0.17667612956024903 +-0.5018075538762855 +-0.5766045369518588 +0.9952947862224036 +-0.296780991403717 +-1.0275264674411337 +-0.7311331330532801 +0.10544551095115093 +-0.26379401168842415 +1.0742426085259906 +-0.04578826959321089 +0.3084043835551919 +-0.7567927715865154 +1.0478486408050554 +0.08636113504596583 +0.3685635318994941 +-0.46787129334540417 +0.49738208250329263 +-0.7731021678063547 +1.349962712388245 +0.6929955656507464 +-0.3370046286059299 +-0.6974489798442675 +-0.6522104575717537 +-0.8762343414360709 +-9.478284475158E-4 +-0.42998076346993264 +0.8522715691915991 +-0.16089083863307563 +0.5355840515464658 +-0.5312664722898911 +0.9076516389916156 +-0.5581508320504044 +0.2908490585910663 +-0.08000311347645629 +-1.3289502045575812 +0.2114052498920272 +0.6459334843550099 +-0.45068651328872195 +1.008536393299669 +0.9860178828584487 +-0.08375310518142029 +0.7668796014444906 +0.808144311642699 +-0.3077735354305711 +-0.9986958860134736 +1.3226439321691026 +-0.6525804820387751 +-0.4667811601169041 +0.21813215956084442 +-0.14110932832428505 +-0.8401262346289178 +0.13454544647183325 +1.0617612043293891 +-0.7263506436708228 +0.09631354733673571 +-0.2780224068769795 +-0.6988911247126262 +-0.056508112786942455 +0.08661014754227646 +0.8792641046306472 +-0.7206453938244052 +-0.050419246407324494 +0.9478954561947089 +1.038699577255415 +0.15258924666900014 +0.25073966526518526 +0.5422183832394951 +0.17141639720217794 +-0.40868203103116496 +0.8361806285771446 +0.8999624015688428 +0.09525498355539315 +-0.18179748879665697 +-0.4072394527922919 +-0.0866637422117585 +-0.49822477664606774 +-1.0294650185859666 +0.11847817839965058 +0.05274764869167595 +-0.32027482742429386 +1.8278908852788296 +0.016469064533935374 +0.46209467645989455 +1.2229651114983506 +-0.7786941691785395 +-0.6492249549225416 +-0.5940068718721461 +-0.45667678690177493 +0.42401053395767274 +-0.3681546103068693 +1.4333687558868473 +-0.35154844531199536 +-0.12354511381436628 +1.4752043027379529 +-0.2649479320410597 +-0.24750421971947495 +0.10446829562279726 +-0.7466529857320049 +0.9274696046956499 +0.2174437334996039 +-0.08296349164642026 +0.06430646736429652 +-0.18047962593572864 +-0.6677274482856249 +0.5391474438778925 +-1.0592549746769337 +0.8761682174208588 +0.43573529602771716 +0.29761150787195734 +-0.49992833840947265 +-0.23159898570726262 +0.1889731640179586 +-0.8119828935651942 +-0.17086469812267976 +0.5788354581059092 +0.5166753649856626 +0.10605270456147227 +-0.7377748068101446 +0.5018512390816852 +0.6411735482985955 +-0.7792841624396121 +0.32825194910135913 +0.7457440915539559 +-0.34231408191904045 +-0.9088421948814527 +0.8820053186896623 +0.5583661771898993 +-0.11482665572816536 +1.7565758304852435 +0.9707289188020687 +-0.5680977488803437 +0.8470974354299907 +-0.3118737564233745 +-0.830343601416285 +-0.37521513005205603 +-0.8885155318682387 +0.5168674786040242 +-0.9741937042819144 +-0.9133389826570367 +-1.0797399247781738 +0.7456798267216829 +-0.04221000610498214 +1.5907089976700748 +0.25844043320954685 +1.1681293696124482 +0.12017557187980218 +1.683695174933178 +0.6308746041463941 +0.4547973408938035 +0.2985805840304299 +0.17198592773340554 +0.34564780979879084 +0.08402182593077227 +0.20065820716324578 +0.03631973915376867 +0.6155645147155212 +-0.29351982936186066 +-0.6336829632251723 +1.7273979592853188 +-0.3747475123955742 +-0.21586556708680193 +0.8664603463019969 +-0.14057298686796427 +0.031295060952529076 +-0.7766092355265296 +-0.6990105009929286 +0.3865544108827616 +0.7484977873993846 +-0.36508197067069004 +0.3249202376055535 +-0.7106774517707459 +0.5624447548266136 +-0.5799763127011165 +-0.8708081645434378 +1.1377501844361109 +0.06807823964213398 +0.6822296076419662 +-0.2887630234754312 +0.025264754772547655 +0.6548643745717495 +-0.7064988094094125 +0.2895953996986198 +0.809154917837932 +0.5061860152107828 +0.21565476005609757 +0.430764040359427 +-0.8435123487790627 +0.3348975029775591 +-0.05266869568042852 +-0.8552383052459211 +0.6807967205830219 +-0.40194178008174364 +-0.6523697157922309 +-1.1141352219299976 +0.2972488161415431 +0.016370094025640006 +-0.3976955899648778 +-0.4885388472151149 +-0.5239436341414863 +-0.007984315034974751 +-1.3775806271382163 +0.3677809040430481 +0.4323165761080957 +1.5880274710025541 +0.19894847073996608 +-0.38048059793198263 +-0.7372100870456563 +0.3218309971975284 +-0.5815602240783848 +-0.4935650530378014 +-0.19276424411836934 +1.1021383958130004 +0.43386725522132646 +-0.42598381260159185 +0.7743664210978435 +0.8372088169613358 +0.15176565025431102 +1.4696092797674332 +-0.1593017486654682 +-0.5393442300849897 +-0.2636816275145384 +0.16662068384582385 +0.6608007732045345 +0.37729002135472567 +0.7639721471690988 +-0.5943727398850006 +-0.45862679171726045 +-0.009691430113688834 +-0.11363364861541264 +0.6478902850292091 +0.3835184990208105 +0.4999323680627399 +0.46047662405177303 +-0.44730143578422077 +-0.31567991957800934 +-0.3659197347832603 +1.2007313222210838 +-0.2452897857471698 +0.727505189229795 +0.16479991668655283 +0.9787982982561022 +0.7664593107742839 +0.5003153758646666 +-0.6496047928359363 +-0.24199340489847132 +0.30090584787440633 +-0.2817746489832769 +-0.5405869614761617 +-0.22767284467029855 +-0.34891723983632894 +0.17586101304674176 +-0.4161768746940168 +0.7079194040161517 +0.1824220464133333 +-0.5318659755588375 +-0.21045857830036496 +-0.4403961366670585 +-0.12821538262595591 +0.5078918384164121 +-1.1293716250839865 +0.440810774143462 +-0.6204844048320015 +-0.44650797962146016 +-0.983428832659928 +-0.8272522666866664 +0.30161665689123496 +-0.7545173163399576 +-0.31303574709775456 +-0.649900457016813 +-0.5261913710017739 +1.29178079630317 +0.837880274797279 +-0.517726258494938 +0.7101649532970782 +-0.6204599371932816 +-0.7231822958706601 +-0.76589035654978 +0.6167205651828577 +-0.6852395711347196 +0.5955543307088669 +0.09562629313222433 +-0.3839404279286702 +1.164616591585901 +-0.7699219699821345 +0.7462472477752907 +0.3006209527176891 +0.537405261837109 +0.6997712088810331 +-0.7315197027030353 +-1.1538471671948773 +0.10512685930631999 +1.6089926080483121 +-0.5994280481066013 +-0.3452143142659358 +0.5594390277094441 +0.5294266847406163 +-0.5242004465058723 +-0.009764634917559953 +0.8494821456065605 +0.5721285720750935 +1.048788890640137 +-0.4610477656402915 +-0.9099797476762023 +-0.3622462389265513 +0.5512403896937321 +-0.17689255967097212 +-0.9140400393919567 +-0.573487979846381 +-0.4485810774278941 +1.8661926144845509 +0.562463137909993 +-0.6525447150158742 +-0.5718628426370076 +0.14406747734612987 +-0.3792681989035259 +0.2262858238707267 +-0.5698899177065186 +-0.6281484189551549 +-0.8679121194892113 +0.46477603570251047 +-0.6670549861584264 +0.5636230514759045 +0.3644100520921612 +0.6472244622430642 +-0.5330965954835569 +-0.3791446739945731 +1.0032571453907309 +0.04047848658524793 +0.9281939641255965 +-0.6510935687159796 +0.1541611959369486 +0.628981644219329 +-0.04828154699647361 +-0.18064021476672337 +1.1310304237981166 +-0.23870730442987587 +0.10770046797359767 +0.640020092860428 +-0.5069872853332766 +-0.5088737739640854 +-0.22680081565678972 +0.06951301094191178 +-0.7734456147811009 +-0.42151541183923563 +-0.7947869939658226 +0.2750456931048018 +0.5783127993930332 +0.47298759716753097 +-0.5824809827829096 +0.6517521944001885 +-0.21086473561266805 +-0.8342934331581612 +0.1872703643021672 +-0.5776260123241246 +1.0283231862980762 +0.07898946083750433 +-0.9833604026007303 +-0.3566344397204607 +-0.6447011494500807 +0.07537951872923733 +-0.6428179781888056 +0.13206333249956492 +0.07340600247295999 +-0.6995363829679851 +0.4266268440641176 +0.39533140746487905 +0.3427438746145053 +-0.34019426729414926 +-0.5259373994912273 +-0.842658784207289 +-0.6690099417757379 +0.2521977721695719 +0.02728126089582124 +-0.29392761658798083 +-0.6136808355988558 +-0.18865618893436198 +0.6597967231390659 +-0.01909428106520297 +1.0314107715823662 +1.0207662254053471 +-0.5940068718721461 +-0.14775129505541565 +0.23874700117784048 +0.14370530768708129 +-1.161660725314231 +0.4915600820950354 +0.8922509494547459 +0.3869127409136547 +-0.9200906161648665 +-0.6523111735571568 +0.45049988677843994 +-0.07035036730931983 +-0.11942003032016033 +0.13851295554979004 +1.0335869421421857 +-0.8249251576523282 +0.6059092542698683 +-0.16520762981801473 +-0.2739349052868565 +0.5104648537504889 +-0.45696075226988087 +-0.8852674591541801 +0.009912718105523521 +0.9417315479515067 +-0.5072421427568319 +-0.5309094066500073 +0.01236816007097414 +1.2125454624616852 +-0.14475978125358266 +-1.0381409989695691 +-0.520851981453554 +-0.5465059962160838 +0.528362188576925 +0.149403405622142 +-0.7382842356247523 +0.37881919302803985 +1.0664501770892725 +-0.0423583496291638 +0.4145979170752061 +1.5016334104519433 +0.7330922839551816 +0.47480954551229737 +0.1023952224647372 +-0.8700696804234788 +-0.5382679072880132 +0.00982766374265219 +-0.5394618405760928 +0.16150032714570794 +-0.7896030933012682 +-0.9069747494563972 +-0.4254728767276997 +-0.30267395325843927 +0.03632518548577261 +0.12804235565867572 +0.20121235055025155 +1.5830057025919047 +-0.16590233131302812 +-0.9492625572744887 +0.22845721941730573 +-1.031535817724734 +-1.2554560724035881 +1.2996890821998497 +0.09681140871265595 +-0.5361097427506375 +0.8871090588750213 +-0.7085985867299744 +0.1997837936461965 +0.22408502405427877 +0.07009170848475708 +0.5963078047556165 +-0.7772461435338355 +-0.536489331319303 +-0.47024561024329625 +-0.43735733524692166 +0.9342496184771155 +1.022048855549452 +0.12610214476956333 +-0.6167066972855135 +1.0696256863631008 +-0.14219617722236583 +0.16777771107575534 +-0.9089694427515754 +0.36142222027261994 +0.4279942542581608 +-0.8884402578971642 +0.04331173498159547 +-0.12799022001192045 +-0.22641768336320622 +-1.028041388641508 +1.02809204743841 +0.5161937126138789 +1.1577585677943 +-0.47897513884894666 +1.1080661260057338 +-0.8510848144314793 +0.3789210850037756 +0.3941483756421288 +0.47735791927535354 +0.06075320731774446 +0.07627745631995901 +0.3206068791624707 +0.807062446301474 +0.39735764635460596 +-0.09560335777337023 +-0.21869487726575265 +-0.27993751553291546 +0.22417844406331022 +0.6758022621765138 +1.0667689858862714 +0.09024285665471643 +-0.23595656224409736 +-0.6932619902402575 +1.2725657889860944 +-0.4356673763736871 +0.23410923190913302 +1.7615382160909843 +0.17114826953879475 +0.9890383356339126 +-0.16555257801436093 +0.5465644184885291 +-0.41341082574249 +-0.4480567191238328 +0.28946927268423317 +0.864504212093805 +1.236317522865766 +0.5647974777731545 +0.22167603061714009 +0.1162061375547783 +0.5740893217310913 +-0.7095955801573468 +-1.114452354539001 +-0.5940068718721461 +-0.5099725113841198 +1.3432250121277969 +-0.5382679072880132 +0.2502923616994401 +-0.30724307662415506 +0.7612634830625613 +-0.346226328941547 +-0.1275981045082006 +1.0634270173258613 +0.898539388316968 +0.052689020194722616 +-0.15418925588128302 +0.08300855701556403 +-0.7042019491250466 +0.7381121281065114 +-0.4471457702606344 +0.5145038589461997 +0.13675165236672843 +-0.943572722651076 +-0.022662073048067707 +0.3274736398254907 +-0.2102949965888321 +0.9034102674076495 +0.8868283792397703 +0.3722836015331505 +1.0705518179523767 +-0.5854780862417668 +-0.5766393824959096 +0.21998469269799908 +-0.34019426729414926 +1.368518543361569 +0.05951378208806809 +0.2907549199034326 +0.9304342874238212 +0.23423378377961007 +-1.0016250390309391 +-0.39831683316806377 +0.13035035656113841 +-0.4361841902145024 +-1.143466075394123 +1.1904544935048793 +1.2446498130158725 +-0.47277284214290166 +0.3082590661063383 +1.11259057219996 +0.4711299155573139 +-0.17395070775795604 +-0.18533790113240506 +0.043506962726744355 +-0.22003523991536691 +-0.8492237281075943 +-0.1882085542836508 +-0.3772957785485458 +-0.8885082252521408 +0.42001944471188124 +-0.9942805911606432 +-0.6704025498856147 +0.27219251016300755 +1.9817483558060107 +-0.17060466662281631 +0.6075240617174827 +-1.3555786388411188 +1.5512296519682078 +-0.24827712126771279 +0.2252480422417784 +-0.6372228662810151 +-0.03468945817960203 +-0.5960791132080149 +-0.6069233918181384 +-1.2520234995373705 +0.10305359719814722 +1.2429393389577874 +0.6152172006841103 +-0.5220998943730619 +-0.3161681486176954 +0.23572063273693666 +0.12759305171766006 +0.9044780080667973 +1.034436326476225 +0.4147246854790837 +-0.13039951819725068 +0.3099304099984302 +-0.5468342682420556 +0.36853504513438534 +-0.091918720197654 +-0.11067424368771472 +0.13777322815441445 +0.1817171348039139 +0.3173906873159181 +0.733828146509342 +0.18673181087305823 +0.7154216162000386 +-0.1537652598275528 +0.6862057976067317 +0.031821114170354194 +0.37927464420585316 +0.904783206789532 +0.028012899492771713 +-0.4475575312031633 +0.325092725178205 +0.2174437334996039 +0.7005745549148815 +0.44930131338171075 +0.47644251237267465 +0.7905929383598795 +-0.043785106868438714 +1.1649726500532038 +-0.47054647420914547 +-0.5934991433915539 +0.757072627925136 +-0.6854935263736229 +1.4340995483873096 +-0.10262354591231723 +-0.5322688115019986 +0.19923018334909165 +0.5159041913770493 +0.36980878102923 +1.4265107428208879 +0.4649154017226076 +0.21803453495168845 +-0.8658257372911814 +-0.27501972924926854 +0.9278620705799353 +-0.769537254616602 +-0.091891450914036 +-0.8574026009033798 +0.26818250890275197 +-0.27401503947837086 +-0.38727549396299266 +-0.8346114534929376 +1.2531505916688328 +0.6131214875271926 +0.3661662927929891 +0.092111557415152 +-0.4693400291902808 +-0.05881411123174219 +0.13958716751929373 +0.49819627967004176 +-0.26396093400682746 +-0.7051269280805266 +0.001477225870416335 +0.3703025400374775 +-0.8276538402551 +-0.7988428448828275 +0.17045852159439007 +-0.7022346511747347 +0.4094949913798735 +0.551245794822662 +-0.41120031414528546 +-0.44825239749695445 +0.6668851848465499 +-0.21726880216338118 +0.8053231488263359 +0.08293781346849549 +0.46917994406961533 +1.0008427663089436 +0.2717175791877412 +0.5944717148850436 +0.11394138012909669 +-0.2931167568844268 +-0.6057885787326722 +-0.25681103933607247 +1.1278935820807183 +-0.5299286809443476 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_DUAL_bias_1 b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_DUAL_bias_1 new file mode 100644 index 0000000..04bee28 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_DUAL_bias_1 @@ -0,0 +1,2175 @@ +-0.3395238469797224 +-1.3329349910235289 +0.4889481615469784 +-0.5331307230465359 +-0.503161005717842 +1.4458693353417065 +-0.9125064530893596 +-0.4536643046060589 +-0.7917169441848015 +0.4236481863411201 +1.068595627330603 +-1.0555321199925776 +-0.4319894013220342 +-0.3187818059334464 +-0.8253412062961538 +-0.6800849134294153 +-0.29785674071235824 +-0.33867094521720764 +-0.44964912496851817 +-0.5861551077783014 +-0.7085264373710816 +-0.34262087002765207 +-0.2903332145880826 +1.0638030905405942 +0.029349303840057073 +-0.7182922864501422 +-0.6398766992689984 +0.6255184813660142 +-0.8916639196877485 +-0.8280182976030448 +-0.6590512191981035 +0.5026595853180016 +-0.527737785714383 +0.27854553142595917 +1.4790542545968008 +0.9646950369926829 +1.6055302725519107 +-0.6335723327339291 +-0.512475992048939 +-0.39862961973094757 +0.9080277433171671 +-0.45835687525569613 +-0.512831096622679 +0.727850815058429 +-0.39667378127837694 +0.7316935963075508 +1.4143249765955974 +0.35858494622400117 +0.21801404130571567 +0.22950928349058042 +0.7274551450483535 +-0.5743392526276825 +0.43861917898710023 +0.0169133025328988 +-0.3172850283229123 +0.4915953275863443 +0.29049746996683945 +-0.6559375509391059 +1.0321486594643325 +-1.006148696097891 +0.8709893180288175 +0.6558941112919712 +-0.5525905361201664 +-0.4704346220540305 +0.9241934190058654 +-0.2608444583835925 +0.6571925562795444 +-0.7870214378495008 +1.4510103824454803 +-1.0305326706072933 +-0.12571984439398243 +-0.8564030962866196 +0.7384722544922855 +0.14078298538171463 +-0.1453251248663443 +0.1045687775323948 +0.23841359533477502 +-0.4133425695365367 +0.7280344828496342 +0.234870756973117 +0.19360603269095789 +-0.3947564192708197 +-0.7187622047034445 +-0.39862961973094757 +-0.4050467949058427 +0.6330915086616594 +0.26894904901011607 +0.17247578891707116 +-1.041274588013513 +0.6154429601134932 +-0.6978349508912651 +-0.11402369469596518 +0.7858253573334458 +-0.19357030269528064 +-1.0331031389359957 +-0.1982954360818685 +0.676585088756882 +0.8169054085162168 +1.3568542561423107 +0.4277389515353476 +0.5663060783145821 +-0.05383741760937166 +0.03134709587551365 +-0.4823643182087165 +-0.7328017771012814 +-1.3405217891673438 +0.6564214206726364 +0.7481560682791965 +0.9277770523009863 +0.04465198041466234 +-1.0172416196984142 +-0.5329533863326252 +0.5608034526677603 +-0.34960457562279657 +-0.04846905510127275 +0.22475235713840092 +-0.16195006641890375 +-0.4011146217690851 +-0.8636099795392731 +-0.262395797396896 +0.5031364448202076 +0.7111756483022746 +-0.372724723327408 +-0.9495947982915762 +-0.7182922864501422 +-0.7240463772069679 +-0.5835446059870664 +0.3884129955698422 +0.983125795199631 +-0.42221069547372436 +-0.15964510388582553 +1.3672734260225121 +0.7887823463113881 +0.3881477331560478 +-0.567038305971387 +1.433068721434526 +-1.1490537361907553 +0.8261552937292035 +-0.46586591701927027 +-0.2653195896007554 +1.879287559928594 +-0.08252189260805998 +-0.11555043335345339 +0.005602364942345228 +-0.5656956144726881 +0.8255502821555313 +0.3338572064023282 +0.7959036667165059 +-0.6352574342733794 +-0.19555926735891083 +0.7696538772958315 +1.21061824026286 +-0.9013588011373483 +-0.5718037802625315 +0.388438230453112 +0.4270773030166246 +1.3060036203744558 +0.9412882607320036 +0.6981785790249535 +-0.15623105248665592 +0.7669967800117161 +-0.27634977063008304 +-0.14168154844787417 +-0.22629721877381437 +0.8087825662679291 +-0.07894085470259493 +0.021375743389672297 +1.2699875632519455 +0.5010860562293413 +-0.47029615985379114 +-0.9352891089344817 +0.04121903963722917 +-0.07920103843732118 +0.17899686219708166 +-0.9546370144843783 +-0.5661561953702565 +-0.23909555538826255 +-0.37130684329903807 +-0.5042995200412848 +0.4048480911501433 +0.7673195169187306 +-0.7680028005704866 +0.1476107187910911 +0.9821583664115545 +-0.3263081809990447 +-0.4304255750062662 +-0.004837119769095954 +-0.033807313657011395 +0.6397952659634905 +0.02339554089505047 +0.5886165072775305 +0.29344255770741245 +-0.4256914331023973 +-0.09108553365895689 +0.9795220903330513 +-0.1505236671440604 +-0.6090344460668817 +-1.0425715498648942 +-0.11860996158108494 +-1.0850256726697594 +0.76243062351266 +0.529168613704347 +1.1600894716963357 +0.13461664279482966 +0.936615972041956 +-0.0759279435315201 +0.307095903393252 +-0.24886594034407272 +0.9841521659379637 +0.40144676222453635 +-0.3549824130036283 +1.1647164781305623 +-0.4118788957721409 +-0.7182922864501422 +-0.3243484736953379 +-0.7327425372885048 +-0.08145134753951955 +0.30911671692082576 +-0.429616520657498 +1.490938482843612 +-0.2535937570895468 +-0.5271857601879397 +0.3503403462420197 +-0.5542041574865979 +-0.39854402282960644 +-0.24707008464419666 +-0.4625405895062431 +-0.3342377049032581 +0.03529883978218984 +0.9173072886782124 +0.5909219623862251 +0.04262899774064399 +0.462231425791361 +0.43526190331685943 +0.06718950630976106 +0.644038858940354 +0.6638151732939452 +0.9797848227280509 +0.14461309771109865 +1.258742382105733 +-0.06397908261875229 +-0.4822641651099546 +-0.18760178583102172 +0.33455043542677443 +-0.3942405850245232 +-0.2603269408994695 +0.4739530992976705 +-0.9937118516832943 +-0.2848593777309809 +0.7185873217177201 +-0.492907512206022 +0.2431965334590156 +0.5598667517357353 +-0.6210288256083054 +1.7386268844116477 +0.23832122569957814 +-1.0110773300730762 +0.28433585524846705 +-0.32483519054714605 +-0.47756477080882775 +-0.7774129466468251 +1.3221132864299119 +0.44108678735290874 +0.5070670892122627 +0.5585737258760821 +-0.5358267493005531 +0.5596507030569511 +0.6890809279661118 +0.19946706019290628 +-0.8519238603117796 +1.216385532707357 +0.646219312725117 +-0.3551425124416654 +-1.3483459695761106 +-0.5832804323632343 +0.15252077637920014 +-0.5093925119141995 +-0.8525778466204836 +1.5537506107802153 +0.36635798081512083 +0.8101166207545546 +-0.7741791250512786 +-0.3869425672205169 +-0.2630413804973841 +0.01162921966674979 +0.519482267861018 +0.3516332768897489 +0.5092405765203992 +0.8198750732771771 +1.122434906478295 +-0.5393642672636434 +-0.7240463772069679 +-0.09059068009614046 +1.195114086931963 +-0.13982931635958318 +0.14890512499101205 +0.937954043652526 +0.9092547542149888 +-0.24004829576030073 +-0.2556372807171232 +0.2841131453595409 +0.8025268404560275 +-1.0133275237119754 +-0.23116380247589174 +-0.631330444912829 +-0.4479030555747554 +0.34150860917754466 +0.22393168394191598 +-0.2878538675139488 +-0.13918697597785012 +0.7675046770161624 +0.5500452300022498 +1.5604543958625463 +-0.4392519420605312 +0.7853137236580966 +0.8291850813408245 +1.479330781808355 +1.202090463235089 +0.5405111898952051 +-0.9279426189830664 +-1.0185209511319018 +-0.2513575731336988 +0.3619277287921566 +-0.4587261034846919 +-0.8366288713766827 +-0.6212024259169004 +-0.3462645987429118 +-1.335377346532749 +0.037414950095376986 +-0.4310244499032876 +-0.342462865332571 +0.7869194038693856 +-0.9682776443510206 +-0.7454205364496531 +0.011763713042924118 +-0.09656794784011669 +0.7336831486451212 +-0.7494544376584567 +0.8551239163169492 +-0.9406749472640483 +0.3632041171809187 +0.12459494698702145 +-0.2629192077774467 +-0.20628241430579775 +1.9638850185392815 +-0.17300291123059264 +0.7171518215305974 +0.5592795803121569 +0.5171809520988686 +1.0814497810547348 +-0.3222305841336972 +-0.6163453280983691 +-0.7549765425877597 +0.38092274237810797 +0.8082660938149877 +1.6282823394637704 +-0.5731838612872084 +0.2348495110999792 +-0.3021175094413393 +0.03854208062678888 +0.5170821653198433 +-0.80295848879257 +-0.3837665236088643 +-0.8357088846574376 +0.15807463897113316 +-0.4720782840065729 +0.494880841993703 +-0.5038728436534572 +-0.3794187839051011 +0.09986818826709243 +-0.45404339478930167 +-1.2401740696257018 +-0.12756020882138963 +-0.2884897658652317 +-1.023326983064094 +-0.7107858178687891 +0.19056088832155593 +-0.014266913540460946 +0.9450238704779109 +0.3946468535819543 +0.15246607997634265 +1.0178846695681774 +0.1151059503627413 +0.5131082991050875 +-0.7001417566521322 +0.9908907817766079 +1.1286619482051066 +-0.36837900769633225 +0.9821298103049846 +0.9248857290347607 +1.619196813945722 +1.2548966912149901 +1.2777787895618231 +0.05821432134836391 +0.6312860623649377 +-0.08555980378030226 +0.39824723350775515 +-0.5426683705936164 +-0.05304384307714627 +0.8151477488273866 +-0.6305800053743271 +0.8267964928258927 +-0.04439132691293879 +-0.37550214319205066 +-0.231641773786742 +-0.13349908236462937 +-0.9226254421713729 +1.538925210847508 +-0.561173415664592 +-0.1447102457772662 +0.8191294660734347 +1.245798730695305 +0.7420778662285636 +-0.5715946658723574 +0.76415534250874 +-0.3409059298489765 +0.5860875371255925 +1.1503455393320257 +0.07148380009100008 +0.03835613429439966 +-0.48179365679845887 +-0.18353275346409226 +0.3435300853731992 +0.40435338342410276 +-0.3511288153442673 +0.6315303501870683 +1.1318493344597238 +1.2838847192367076 +-1.0992853412371741 +-0.2465691115635118 +0.5219850402771216 +1.139603434100452 +1.5316751569430038 +-0.45545873222279254 +0.1462221424375062 +-1.148411445851373 +0.19118313561794953 +-0.3462969722873459 +-1.0100655114704935 +-0.12404052330107174 +0.22581000281525476 +-0.7864173297416157 +-0.4823471759140139 +0.4232712026502391 +0.3984384638355455 +1.2691818444179206 +-1.2480468307243369 +-0.5244549336908728 +-0.0013733340140400507 +0.35545065732374836 +-0.39219202248644214 +-0.5877769095405847 +-0.17504985128817618 +-0.37543880642990257 +-0.1624990256390766 +1.0962147841191507 +0.5359763802387457 +-0.8819779014850722 +0.8870337406173077 +-0.9226254421713729 +0.7779926492045751 +0.4310027976023362 +0.056255158218810664 +0.4426071669186985 +0.39843473510469174 +0.3712169518714763 +-0.09203702468343322 +-0.3784173112956497 +0.08403077254231683 +0.5389196987487533 +0.37062481620336984 +-0.4648474864958456 +0.03517192724124274 +0.08731129800304227 +-1.332804838467387 +1.2527796385678935 +-0.300555979975625 +0.21990862132831446 +0.6022961816168463 +-0.22079858035742705 +1.0101165876951206 +-0.05106648462490715 +0.8830829129838019 +0.2700145738821882 +1.3075505432777887 +-0.4834253617151205 +-0.9270923096998236 +-0.4624812011090125 +-0.26111632395090645 +-0.210104332003477 +-0.2066431248303866 +0.8374970384358843 +-1.1253625472576894 +0.6950658070771518 +-1.2398349932541488 +0.574857249837021 +0.004996962402644356 +1.0888973953924632 +-0.7125722416436526 +-0.21914908283064127 +-0.12852087443867322 +0.09812796662724188 +-1.0791380502170527 +0.5441077137861734 +0.4374691785936583 +0.40670788060926066 +-0.6057102703778188 +0.5385189076627325 +0.4954229010393682 +-0.8741372414794217 +-0.07763318571112965 +-0.04492493841625311 +-0.8726280457619788 +-0.20961462029484768 +1.5933746818100503 +-0.2814651139051756 +-0.802947037064142 +-0.8865989533068757 +0.1662901681994503 +0.3112131088575274 +0.33964604835666135 +1.3214505636419536 +0.049094505611097294 +-0.5060041669255639 +-0.5947298304988491 +-0.18072953592543328 +-0.5903205653329147 +1.2555848384602493 +0.27244782000328704 +-0.037557170360346115 +0.70857854648504 +1.2709295123576616 +0.7490699425159801 +-0.024393896331356357 +-0.5009954498760676 +-0.1835948454306422 +-0.21056128074000457 +-0.231641773786742 +0.34098013729676524 +-0.04785950246077442 +0.5736704117491327 +0.2672138621260436 +-0.10782336608082899 +-0.40467056767267207 +-0.42542499455260785 +-0.9179854861356402 +0.5782407163227195 +-0.3352130362521497 +0.9458751755909741 +0.03164274007468493 +0.010701427606951253 +-8.008175246143612E-5 +0.7812417317165194 +1.2850346625963018 +-0.5375708238668913 +-0.6973892337497161 +-0.36966150441130696 +-0.567174204604401 +-0.8304794347208393 +-0.19573997239720153 +0.4683737134323933 +0.34105892041836705 +0.40891556921032157 +-0.3015095901735674 +-0.44686053335932696 +0.5301325139149462 +-0.31634800743371017 +-0.44663304512798785 +-0.7739563167687094 +0.9137486681361516 +0.20768213059384044 +0.21477055956793434 +-0.3290082721421337 +-0.7250328222163571 +0.4025226540128233 +-0.007184879760909535 +0.9547843485599695 +0.5066643821025704 +1.1099470660232131 +-0.7484347708084058 +-0.4422011286819276 +0.3950166655680838 +-0.003463084554729101 +1.030018998998163 +-0.24408124311905866 +0.5466485140427987 +-0.7662486824932242 +-0.4050960160228221 +-0.6937416299093655 +-0.6346950088156955 +-0.543626542359074 +0.3427344321910305 +-0.5152676817994857 +-0.7615295319174107 +1.6586988918371761 +1.7437329595723696 +0.6916859188763373 +-0.05619713468087828 +-0.012519454742108804 +-0.4539834990918423 +0.6936062767136439 +0.966673471287461 +-0.789999979202282 +-0.6422050456263271 +-0.34165510867820603 +-0.03481812602951306 +0.9149601038893637 +-0.2118661032355038 +0.06828892256522356 +0.7630541776068804 +-0.2839406223965848 +1.040719302333038 +-0.5395109062664369 +0.48003441962475246 +-0.3794187839051011 +1.0621122909113085 +-0.4790986958571346 +-0.3307588546151736 +0.04880474094039944 +-0.6902380413629181 +0.3566548913008518 +-0.5213403612871479 +0.9957614237408146 +0.30061335463697647 +0.7783498868642479 +0.42460306202616926 +-0.13079700126851823 +1.1260702881202354 +0.19442768086648787 +-0.006426462927202614 +-0.762459284750731 +0.10368874511203818 +-0.9151716376262178 +0.17564216104503383 +0.8149932273731345 +-0.7998102230886861 +-0.40330799837739084 +-0.5652095681365943 +-0.7125816763199089 +-0.11651711810572918 +0.1755485057695103 +0.7896880097518175 +1.113622398378715 +0.23957113091528093 +-0.5329533863326252 +-0.47391412078292294 +-0.6252580270949291 +0.4245016415504721 +-0.30483318409111826 +-0.5390341758758272 +0.5739587046913293 +0.05490555947174669 +0.39297589198182314 +1.2839856983511226 +-0.9376418903907497 +-0.4394247834910434 +0.5829985640370872 +0.617078817661074 +-0.9406749472640483 +-0.1913694771590595 +-0.5411731365598229 +0.47308435601749943 +0.004067964689136838 +1.6124109344485489 +-0.14259732065505282 +-1.1627234362392 +1.2775972399640954 +-0.6178193246383192 +-0.8124287013520304 +-0.9608010806680174 +-0.43508616877307604 +0.9788327890669732 +0.7592086578851396 +0.3800782204321662 +-0.20188182113513498 +-0.149118744116985 +0.6485214273119178 +-1.082343021671083 +0.017697266319590343 +1.6966275963783364 +-0.5215449115337725 +0.7745480433904568 +-0.16127923474217476 +0.6107907354422013 +0.219917734431887 +0.16192213857776827 +0.5957926608990646 +1.2312985801534444 +-0.7998834059896096 +-1.1711804072410783 +-0.3646304196277024 +-0.45623499702061543 +0.4984707351866125 +-0.7328017771012814 +0.19679679930853256 +0.6989005607355212 +0.6009183840279907 +0.23752882832635103 +-0.8089989423324893 +0.7156009895250205 +-0.3509761559111806 +0.03361818882179923 +0.5451865869146817 +-1.387261619274157 +-0.2998684313565283 +-0.5089575580265113 +-1.1891112373007329 +0.5047349919053626 +-0.9226254421713729 +-0.5041050737338171 +0.9905274207512269 +-0.7041300608713497 +1.406068913645889 +-0.5051805531447888 +-0.4443101366916655 +-0.1908970078543082 +0.5317811351409242 +-0.34478863295176354 +0.6894868415948376 +0.6318453891299209 +1.091620570646504 +0.06958586507103326 +0.06238118930950909 +-0.8269372295537691 +-1.195825823536388 +-0.03621731784929039 +-0.5858531303142267 +0.46914038719210915 +-0.4741930351669861 +-0.9364282772673347 +-0.31998004212139275 +-0.08145134753951955 +1.407670040157116 +-0.13982931635958318 +1.0258477230605034 +-0.25862497483973845 +0.6892046537140567 +0.8499259268152173 +0.3303806771759372 +0.18612749927680683 +-0.333735914448013 +0.5539212548988282 +-0.6494550610644156 +0.8266065164553362 +-0.7527265261633735 +-0.5395007889450236 +0.7495199834964614 +0.8911767371504027 +-0.8932047216149481 +-0.492907512206022 +0.7848460150602695 +-0.09068688069541309 +-0.9313159711966403 +1.2040493822865557 +-0.9665199910086382 +0.6995341107428082 +1.1492133622949365 +-0.17798176209861705 +-0.4238308268705593 +-0.8153010635019375 +0.8877294113752775 +1.155599557848305 +1.0298643406787102 +-0.3061913052104752 +-0.5290243723307246 +-0.027813355781116877 +0.3387882508455504 +-0.4536643046060589 +-0.3318867655691131 +-0.30771611222802275 +-0.7141270951214991 +0.5175280909235553 +0.27128540199658846 +-0.5897204473160647 +-0.04259363712079178 +0.15365124176311062 +-0.525499624588943 +1.033723498648001 +-0.8820028894019907 +0.4021073320977089 +-0.5174841211737207 +0.1436250324812307 +-1.158837080162178 +1.3615026388245153 +0.9729094041478582 +-1.185854701872088 +0.03705220593761305 +0.03531528435552689 +-0.17546944821293797 +1.1763051041789467 +0.2994039647284339 +1.337275071051166 +-0.09053062454825977 +-1.0800256961095234 +0.9376837331593996 +0.6906149599258342 +-0.7181134531837983 +0.9570930849306096 +-0.45866896432524284 +-0.5712315355714406 +0.5725387655014037 +-0.30483318409111826 +0.8437993894184808 +1.2439022161748745 +1.180019679771346 +0.962415741495028 +-0.27833168154404775 +-1.042712858664451 +-0.7166272215363971 +0.3258203533915558 +-0.8416502143926519 +1.0281054735655426 +1.4348495008874944 +1.0178053876651776 +1.146872308629801 +-0.5129648907540358 +0.14813928907090868 +-0.502511039420481 +0.7715137961560325 +0.5026248942136111 +0.23290097459150594 +0.15617392680402542 +-0.8831985920309284 +-0.5201174895501288 +0.8185464669527593 +-0.9302583710947725 +-0.14377034431674662 +0.4820918200197428 +-0.6399704642285562 +-0.7447417149170907 +-0.23211441089643103 +0.6662088495000814 +-0.1993609524764972 +0.7130846997154381 +0.24713588272842135 +-0.06568228252615582 +0.7670762818584651 +0.9997258577435705 +-1.0128545244677292 +0.8049314242953951 +0.529567273199426 +-0.46641685013302636 +-0.20430015987463213 +0.8748131435136031 +0.3415569461368143 +-1.1490537361907553 +0.499021153398415 +0.8808678445878717 +1.260300121370242 +0.30163007549282406 +0.8421864925846683 +-0.696767215566316 +0.19533612217554108 +1.1400010900339215 +0.9939806909779286 +0.7675826408656796 +-0.3347570062644387 +0.13542517208258398 +0.36078474673701644 +0.9216988224393006 +1.633560333624129 +-0.22205065456973339 +-1.2912532784481918 +0.9221377101194347 +0.6378371797620825 +1.0233701357302525 +1.380273485267716 +-0.4977009327393447 +-0.29675233632137044 +-0.06911785483867372 +1.8563785870069398 +-0.5064787853891846 +-0.9620143922886277 +-0.48435134208776054 +0.39991716579902326 +-0.7348986833016928 +1.2275204961811665 +-0.2451668968905858 +-0.8402107998896822 +-0.407521544498022 +-0.13468943624678364 +-1.1131909224935135 +1.00104186486641 +0.8454713687445463 +-0.8533948197312029 +-0.4784257137799073 +0.05346419102857558 +-0.26783142634406754 +0.04424311694759564 +0.6524133396125054 +0.7083825085517772 +-0.5515132277985224 +-0.9543169098844886 +-0.5093010205413762 +-0.3403295020720978 +-0.8323433682689205 +-0.5069336194545702 +-0.719956319049039 +-0.17445626698079586 +-0.7609012544326235 +-1.0401228416989143 +0.6686087474166544 +0.1912083055987941 +-0.8498403469604987 +0.6837590486589219 +1.6042234999158467 +-0.6315360626533022 +1.1537943993497857 +0.4288077626050205 +-0.3959746142118217 +1.2660386383605235 +-0.3088092523255379 +-0.4535678574294737 +-0.35324873162497994 +-0.39558119903873457 +-0.6921179286228634 +0.5925158857269432 +0.4082548258856421 +-0.47669302603448727 +0.03490282304273673 +-0.6260863336087972 +-0.4852815101523642 +-1.1738270652603258 +-0.6834320620581487 +0.24367897071221178 +-0.48441890765054696 +0.0870628603178325 +-0.5059283501279388 +-0.3894577116657354 +-0.08192156035579856 +-0.21526144020197502 +-0.6295317833141911 +0.21800214237319304 +0.5557559585340841 +-0.4040713086305454 +-0.573390613554696 +-0.222093557188918 +0.35817562255295843 +0.5806138350771003 +-0.5729804834371237 +0.16162110018815 +-0.4250980546680989 +-0.4422011286819276 +-0.6341390025199998 +-0.8734480221911223 +1.8899146872652755 +0.1381166826140895 +0.23375426190508208 +-0.5780934669046303 +-0.656722545945178 +0.8052082292468935 +-0.4625405895062431 +0.44401084337679664 +-0.11555043335345339 +0.8629898854796139 +0.1373974892957972 +-0.14761705882328946 +0.8174358940448552 +-1.1235729181139282 +-0.4310170168919607 +0.12713891126573773 +0.6882505447400068 +-0.2535383464549128 +1.2003559387855063 +0.8071209949316537 +-0.06371193961543886 +0.9495539240680426 +-0.6892572075081906 +-0.0920102509282521 +-0.4862208953845235 +0.22933597473148426 +0.15929225158895877 +0.29055998321974463 +-0.8158094394994011 +0.03539401283184129 +-0.05888195115342798 +-1.010649778191263 +-0.7181689791197363 +0.10280610478979657 +0.2385747648519071 +-0.9944495281168819 +-0.5954674548449013 +0.1898818292950769 +-0.42736464681089514 +-0.5349273128565943 +0.8697160947509993 +0.941253613240762 +0.26974565296973585 +-0.8542795926643516 +-0.7999466683048604 +-0.8124287013520304 +-0.09937459948922678 +-0.8602064582521651 +0.25961338808195655 +-0.37633801333608674 +-0.03077402182150335 +1.2862275136912835 +0.09572693429200596 +0.5879804872742151 +0.025576372536359138 +0.23676107255113243 +-0.009170332759595556 +0.8297194812769586 +-1.4749082135195826 +1.3019468224515196 +-0.4530477661235657 +1.1653974830974727 +0.42754533606163503 +1.0795197213017453 +0.0977512417492804 +0.1883367424161313 +0.4863498802362387 +0.3140863160944516 +1.718783545142765 +-0.9638593070387236 +0.8795628638731868 +-0.5626152147917198 +-0.32905935571272216 +1.3606078925998542 +-0.26811128361414194 +0.4489409575968234 +-0.48482575177836496 +0.51156629497692 +0.2162505420958971 +-0.2566788036064842 +-0.3850402913502624 +0.37727571498503987 +0.9927472488352249 +0.15734027571872744 +1.4748660527469482 +-0.710422391756564 +0.34469310976554735 +-0.3135200576721373 +0.27969047972228245 +-0.8397165069070578 +-0.13281706326733644 +-0.46043516077401936 +-0.7040231149357452 +0.9966154789888394 +-0.8444327587220157 +-0.7750852630512963 +-0.8650468023836766 +0.4761108472688321 +0.21575231667135308 +0.19639219626258875 +0.666485025738013 +-1.0272128643773004 +-1.0133275237119754 +0.4136394766573269 +0.22498255063834627 +-0.3222305841336972 +-0.231641773786742 +1.0064765319923925 +-0.0017204329942219765 +0.8675383760459149 +-0.13469276164414756 +0.949101330537105 +-0.7288220307228803 +-0.37326144440064524 +-0.14377034431674662 +0.8656813794350142 +-0.40260200714917627 +-1.5096397448460954 +0.6617665424896675 +-0.5644838499379998 +0.8099902331796747 +0.16007805201291814 +0.052840891742017004 +0.17893875552350313 +-0.7654934175248516 +-0.05799066098337291 +-0.3975764189972939 +0.19808191356975458 +-1.0719255088713662 +0.2059191764556989 +0.9525253174260558 +-0.5171554388214408 +0.9625775786642163 +1.2737902061110689 +-0.9558386742950817 +1.015696105400414 +-0.6326087302173111 +-0.4306628523253724 +0.04008204682917982 +-0.027077178713605488 +-0.44026825227807564 +0.9399662291392871 +-1.1069734845651364 +-0.4824140951943523 +0.22373516590579234 +1.525437200394844 +-0.3316261968172822 +-0.6371414982316028 +-0.91062779162396 +-0.5645306565569779 +-0.06958537903610607 +-0.9561846588367162 +-1.00903084522774 +0.8277131972974984 +0.438792792703698 +0.27106162780637544 +0.14965059652850632 +-0.5658788742457452 +-0.850450061290035 +0.6586834969012157 +-0.8224760269695592 +0.17283782425830452 +0.6520355807836264 +0.1802542566202513 +0.3109057295180224 +0.25992971057080894 +0.6929402586368847 +-0.15202586259073247 +0.10745132093677057 +-0.16987992484952996 +1.4625027087986113 +0.25897908140042736 +-0.39803656330783954 +0.40800976548151513 +-0.8372545985946815 +-0.7040231149357452 +-0.19647678808745717 +-1.0015876013427911 +0.5636422019239152 +-1.0741284615143791 +-0.16752513812792214 +1.0268365864215623 +0.33011591163840137 +0.36391575244946583 +-0.5652095681365943 +0.638037097884506 +0.621306592267086 +1.4505157942346036 +0.040001732315068095 +-0.24694277696456512 +-0.14377034431674662 +-0.8602064582521651 +1.011477775964659 +0.16256325476876343 +-0.5787756867442455 +0.0977195414036871 +-0.8527599080259567 +0.06039144831440546 +-0.43522138479822314 +1.000521953605423 +-0.5996939852804957 +0.6790706954647644 +0.8395752180195446 +-0.23995521795889996 +1.2173120864388651 +-0.20064263585938802 +-0.0864361864415355 +-0.013893300614461035 +0.7910068211891321 +-0.7481268997357791 +0.4200600429201268 +-0.03076341636017732 +0.17201521470754966 +1.0181511936270193 +-0.08145134753951955 +0.29876530974687676 +-0.18339443530741484 +1.1050469443262543 +1.2921976697858535 +-0.590842490465552 +1.7311108558859993 +0.37936642311131186 +-0.8533948197312029 +-1.6623688126948228 +0.22328323179679865 +-0.6264550105457689 +-0.03564773235023733 +-1.1199477838694833 +0.7006854749924882 +0.22572739269977293 +0.5701868779637906 +-1.0371331263246786 +0.2802677679599558 +-0.40330799837739084 +0.4023471730190513 +-0.1316952422911919 +-0.9563486141137756 +-0.8436719507618351 +-0.7705116557722791 +0.09319676437435231 +-0.32914839002953067 +-1.3193369748693993 +-1.4329049226372232 +-0.8208320862544765 +-0.21692632142041446 +0.4281654927806222 +-0.3498732811139065 +1.0223335198978651 +0.6947687072509979 +1.4300411686754804 +-0.3477152166980424 +-0.47213983120352343 +-0.40600393224726883 +0.7682780155545041 +0.9468163583449458 +0.5895513628831057 +0.765007890641593 +-0.3564859510777023 +-0.4629225565218871 +0.3211397669359686 +-0.11555043335345339 +-0.3511288153442673 +0.3923294336828662 +0.29062103556846797 +0.06762670430250306 +-0.0026207270037512664 +1.003624600565566 +-0.10034154968122899 +0.5876470890898181 +-0.5485700253642547 +0.3690728666869493 +-0.4620373218389886 +-0.3511288153442673 +-0.5786183698199001 +0.056366969210985274 +0.43474713659890296 +-0.44653108052472 +-0.4861332867711132 +-0.25488905790567884 +0.27733534874206545 +0.10634703567253811 +-0.8014362685163141 +0.10374540887952532 +0.6436766096390236 +0.03790223547386762 +0.7588765606483001 +-0.040873132538123746 +0.2654983199704517 +0.2578009871826332 +0.3599872228335208 +0.2944832935734658 +1.3533008770548642 +-0.5805949604146095 +-0.17484268638129774 +0.37840230797455454 +-0.13459808681523877 +-0.386803525701767 +-0.5273982756752997 +0.924169325557038 +-0.9333639248200232 +-0.23580919247597087 +-0.6776256676276284 +0.9214557843883824 +0.07973619869952131 +-0.460391102962302 +0.08194278561373125 +0.48161758978999325 +0.679358813631829 +0.3499508638590183 +0.20147681638191306 +-0.16930813664915667 +-0.7440885555089269 +0.0169133025328988 +0.22445162318944556 +0.9823799352162114 +0.48336848562638945 +-0.5542598911387087 +0.17896779790980477 +-0.4624812011090125 +-0.5733568195617293 +0.17004068295565755 +-0.1687029416135597 +-0.828608447874827 +0.10451009175171322 +-0.38678214523422305 +0.10607856743340716 +0.5237887982305262 +-0.03690276755709032 +-0.3398673641266985 +1.3200204116794225 +-0.42781812330402613 +0.45417163453947107 +0.004898230670906001 +0.23911708079060667 +0.089118079787323 +0.18828306944670625 +0.5446361204608886 +-0.2582927890252258 +-0.578050261088902 +-0.29161931444694056 +0.8920875991777569 +-0.21004704518521056 +0.28148413062870214 +-1.293511084601847 +-0.1636048948648916 +0.7789194323442012 +-0.4623153018589006 +-1.149124121092922 +0.35022630120706644 +0.7263299470409464 +-0.04313086106880992 +0.39632046413299404 +-0.5109006216291259 +-0.44784040197240294 +0.6791767195775902 +-1.0788398262028456 +-0.5251601177294023 +-0.48928789424271457 +-0.6239126100670394 +0.18271440540738582 +0.2246735771120415 +-0.2544416948910537 +-0.052167623651705686 +-0.12842449153711 +0.4838698576957503 +0.05028663490143204 +0.857365441077319 +-0.3506062423292604 +-0.5643817054711397 +0.39488926955555126 +0.11220024605855816 +-0.18563491036708468 +0.5042988979157922 +-0.6751611928497576 +0.814757492410791 +0.4264036152443228 +1.1189175015656878 +-0.3273092079683826 +0.6344839191375197 +-0.19247211671889342 +-0.4630200262344699 +-0.07504640703055765 +-0.5964405891178495 +0.9573310636190856 +0.17925076240302917 +0.11019604450432374 +-0.3344374372952492 +-1.466710389219092 +0.28382326325074203 +-0.8752577488796118 +-0.40330799837739084 +-0.6844963697111488 +-0.5386884783099146 +0.6676659089493782 +0.8455906839517334 +0.484148115585912 +1.2603995233725243 +0.06568534689765515 +0.6026814701965566 +0.40419880384918416 +-0.5395007889450236 +1.089156011611246 +0.6300810386103295 +-0.596637688658052 +0.31631992069245674 +0.009903435889584866 +0.17332396843919395 +0.7585704575131926 +0.5216070041765286 +0.9412154505216925 +-0.6476754598152408 +-0.480894669466025 +-0.12207132063575132 +0.32343699789744407 +-0.08535297460223168 +-0.47289999722637255 +-0.30559849939431016 +0.8099902331796747 +0.22968445964472983 +0.15417482424897344 +-0.31997405975938165 +0.07548001968788298 +-0.7362454232933697 +-0.14551079012098578 +0.2094981848660038 +-0.7484347708084058 +0.4720124546560487 +-0.4144751793087451 +0.46778474831025696 +0.39233309975934294 +-0.6507966384298871 +0.09112660351172708 +-0.5265535158637125 +-0.04081504465355135 +-1.0319064845636512 +-0.4051394867011153 +0.5255570060006032 +0.26011238418902716 +-0.8160972555669568 +-1.1940714145919085 +1.4808942665012632 +-0.5289269334772995 +-0.5956725053701697 +0.059637394045908065 +-0.8337707104773961 +-0.03549096140078811 +0.22262463036688707 +1.4229003032064256 +0.9262936134808835 +0.19409914968222675 +-0.20896652764728363 +0.6119651124090788 +0.5340387752808666 +-0.5630770561501477 +-0.16343776481850014 +1.039372784136414 +-0.08669292257745131 +-0.7325631113722444 +0.21271750700556258 +-0.4674763773835995 +0.7424977513354031 +-0.5135612384432755 +2.1005382148860594 +-0.4852315664525666 +-0.4304255750062662 +0.4121741302567037 +0.23122329586209922 +0.6882957191711646 +0.6269313440421771 +-0.612017244610525 +0.6849102816175163 +0.029349303840057073 +0.9062070008542544 +-0.817087273669814 +-0.29375563452194875 +-0.03587234692429897 +0.029353315187067408 +0.14907673055694814 +-0.36510984973747607 +-0.08798772502313157 +-0.6648193411578074 +-0.03612453474684907 +-1.2594701185540602 +0.7630651825747717 +0.7824946499066621 +-0.8153010635019375 +0.07916018616851872 +0.7178459918394577 +-0.52145810208748 +0.4397378779090704 +-0.5909564922605612 +-0.12207132063575132 +-0.6707881991369917 +1.051698927381181 +1.3779861774013793 +0.969584729457953 +0.09938684997799607 +0.626211528845628 +-0.013212529197404344 +0.0337316478775711 +-0.9556525247630392 +0.3905747643788542 +-0.8633068500033365 +-0.5966684126517652 +0.2995391998354092 +2.229726180735807 +-0.5097127890403319 +0.145253667431253 +0.13749380078242113 +0.09072956510538355 +0.08713254326577513 +-0.3316261968172822 +0.12672784909103885 +-0.23200284998584708 +0.4119349487714504 +-0.4279102390655638 +0.8847278797683418 +-0.20838329609318573 +-0.8657507737038406 +-0.15560872199203346 +0.7256930563159387 +0.35186892386638857 +-0.5553719676060032 +-0.5770680039723424 +-0.26109251973388514 +0.8065488133640752 +-0.15560872199203346 +-0.6472748941705806 +1.0056413840499552 +0.011292401428778964 +-1.3313477254941621 +0.17806077511948315 +-0.8248784885362324 +-0.3673430221441718 +0.32248001563346385 +-0.031043001144003712 +0.885798706869562 +0.9084732992529512 +-0.5118480675968802 +0.11997704065683978 +-0.7467308016998109 +-0.12291281225309403 +0.3434848017625458 +-0.7423154528626608 +0.22458809820710346 +-0.5273061636173806 +0.5032843630758393 +0.42194705595430526 +-0.9089707769726645 +0.5527367775783492 +-0.11415463718141328 +1.4102093686676227 +-0.25023158908854715 +-0.17671372496513227 +-0.40512477452191575 +-0.5329533863326252 +1.021890170656881 +-0.2904221752534588 +-1.002681502597925 +-0.59192570227331 +0.2729267473577214 +-0.21550301260802285 +1.0520598460820438 +0.007007427925794452 +0.32813263780494273 +-0.7953687223116899 +0.9465357624433653 +0.05417002533698845 +0.48578442349483353 +-0.37130684329903807 +0.5431391161163264 +-0.7905239588427919 +1.171419006452471 +0.767938564456443 +-0.3502660870020238 +-0.627739630885987 +-0.688670009052331 +-0.8275314133398182 +0.0887881647711235 +-0.4041701257610937 +0.831488281693995 +-0.053905168781418045 +0.5622355042956448 +-0.6077343344170489 +0.7277160704141545 +-0.5658788742457452 +0.5381952476313516 +0.04205401998730818 +-1.377627557330423 +0.26280859929344624 +0.5643582166287165 +-0.5871595836960923 +0.9885450234681479 +1.066790155079321 +-0.08500407602275595 +0.9013674655328734 +0.8778116713682982 +-0.2547499536012654 +-1.03873194885872 +1.3350181249529385 +-0.6016655815971292 +-0.5041050737338171 +0.270979165198861 +-0.06396712239393576 +-0.7028552936414578 +0.12410757026075525 +0.9762588507575596 +-0.7931787607243177 +0.1250384079249134 +-0.30666564063654533 +-0.7654934175248516 +-0.05451466729046239 +0.04568213218703243 +1.0823645546662874 +-0.6534933607124664 +-0.007728204476831646 +0.9103273357457413 +1.0809836450020016 +0.09261016646458531 +0.2739447088739191 +0.6162708167529913 +-0.02409584462334835 +-0.38465941665567427 +0.777940902888091 +0.9423933592372464 +0.15817815623071563 +-0.31650199922281086 +-0.5173100109014932 +-0.016275225183121078 +-0.39599487520516385 +-1.1597162401429686 +0.09291935063223267 +0.035391371256213056 +-0.4598325858108654 +1.7843062917248873 +0.09624754565635263 +0.6132606349987404 +1.3040215458661373 +-0.8906786529975388 +-0.6188958045423765 +-0.5645306565569779 +-0.4579173482903749 +0.33909381683958306 +-0.3843556703893676 +1.3371924660759038 +-0.27362581063064684 +-0.16419255875250127 +1.4330170180611481 +-0.31120275568128974 +-0.18979487196560418 +0.09678765943259271 +-0.6426672700298546 +0.8337319813484687 +0.2086392269332824 +-0.08595431799007569 +0.03137476351233548 +-0.18779896576312782 +-0.7288220307228803 +0.34346599831150293 +-1.111914596460796 +0.882808734596771 +0.6495450761437314 +0.35968415919642005 +-0.47782280797985277 +-0.17806628768211574 +0.27969047972228245 +-0.8058856753602943 +-0.09174290497324344 +0.6767464187583803 +0.41047701166410877 +0.1567317644330971 +-0.7503616195590121 +0.549872601276753 +0.4793175646399056 +-0.7734131551250891 +0.3705017315175396 +0.6536892768299056 +-0.4168304939534624 +-0.947159272772788 +0.7263164715696429 +0.5966669968439423 +-0.054197536250577105 +1.8204033178631167 +0.9726990197646166 +-0.6037968181142304 +0.9707343853267929 +-0.11837658579827903 +-0.7920420840636102 +-0.4620373218389886 +-0.7583886557934012 +0.5574637682590762 +-1.0134034038549595 +-0.8928159610961337 +-0.977525626196895 +0.8358287610047989 +0.033038011786305166 +1.5903902580620446 +0.16650681608752393 +1.2054655096509885 +0.1701327787993384 +1.8146405845109288 +0.9129455003465774 +0.3728144476274682 +0.2981371001344848 +0.20143161251859598 +0.26422329674137146 +0.19384618309309065 +0.31644298215135125 +-0.023941113944268455 +0.6693928750754332 +-0.3462645987429118 +-0.5876009988093607 +1.708850570972939 +-0.3987635852739615 +-0.2833161671350213 +0.8365274779403552 +-0.15163237089219272 +0.03702732590440616 +-0.7344203769907607 +-0.5962742917297863 +0.36078474673701644 +0.8166270844430212 +-0.45582054915273873 +0.2627429670713676 +-0.6728983701449605 +0.5236616227516595 +-0.7028918373254787 +-0.8602064582521651 +1.1823920856152594 +-0.018123851097861632 +0.6401404071477883 +-0.18427637083173876 +0.029349303840057073 +0.7908417463742207 +-0.7362454232933697 +0.4887207927631533 +0.6318898593518633 +0.45428671748004124 +0.2133395960736999 +0.4098463650989559 +-0.9422034545091627 +0.14415764966570455 +0.08807353751559321 +-0.8124287013520304 +0.7238906341078 +-0.3155328128371955 +-0.715855180243538 +-1.0772648548310304 +0.3164877608813427 +-0.1065537534847496 +-0.3814505091920821 +-0.5273982756752997 +-0.5089575580265113 +0.05803528607989539 +-1.397139321571724 +0.49652165768926126 +0.48911077404715675 +1.6608975700875102 +0.3888110931577574 +-0.29908421702233556 +-0.8086658402583771 +0.35475053981524907 +-0.6397675542660313 +-0.5160469321051224 +-0.06894369136058898 +1.0704928265193216 +0.4297717168967061 +-0.45429148364091576 +0.9113189286876101 +0.7456030488063855 +0.13520342226333293 +1.4992360536218083 +-0.1416157462733154 +-0.5172588991845739 +-0.2603269408994695 +0.08140327215260723 +0.6917150387358015 +0.47579184354681414 +0.6793882557188845 +-0.6461197077490715 +-0.500341078262531 +0.02243298091245738 +-0.14490453286064442 +0.7610537046684508 +0.3973903800550308 +0.5154337230660876 +0.44499259327993657 +-0.4603398013667239 +-0.1856614635167395 +-0.3851245443677782 +1.290170516945283 +-0.11376820752929895 +0.9393575746711063 +0.23976380169787348 +0.9376114983508869 +0.7074618609272241 +0.5896992495749002 +-0.775716788830976 +-0.3067220331213907 +0.427975196987348 +-0.3512408674947056 +-0.4959360560551056 +-0.2027727286077956 +-0.42162570932261834 +0.1722570033877402 +-0.48136734715542073 +0.8322623901546894 +0.23078160810440385 +-0.5645255917002567 +-0.3140822082704362 +-0.506107347432492 +-0.14218393692777465 +0.7047294671587644 +-1.2000910786255008 +0.49442405798820654 +-0.7182786128121179 +-0.39613325536468813 +-1.0069803468821137 +-0.8235368686455173 +0.3276429940297978 +-0.7714346091761688 +-0.18460198150252216 +-0.5995431771434812 +-0.42970262015336136 +1.4713317286329528 +0.923445089227912 +-0.456101453851659 +0.5936393813268217 +-0.6294556386729662 +-0.6222025317288744 +-0.7547397711345474 +0.7033023672243688 +-0.5520302382673652 +0.5067868205559816 +0.08368289550801822 +-0.40330799837739084 +1.1875669047769988 +-0.8668298767276474 +0.7058591956968165 +0.34664295693617875 +0.5966081944397956 +0.8463500741842435 +-0.7455595090324407 +-1.091654939872254 +0.20107712099697805 +1.685474548054683 +-0.5933019687713221 +-0.4861332867711132 +0.6653136213811153 +0.6535966770012136 +-0.5345668663450638 +-0.011636132181788827 +0.9166030445238647 +0.6671261916903511 +1.156947296612207 +-0.4543781778181557 +-0.8969097674546305 +-0.27374549526919756 +0.5166319012554975 +-0.07991258265201351 +-0.9164782099873465 +-0.47233353860392 +-0.3926773075500165 +1.8516382235255289 +0.6569090400697497 +-0.6336550086344555 +-0.6509469252728233 +0.11754140107409217 +-0.38943203678416216 +0.30642690634993397 +-0.47970376452405317 +-0.5896427315405679 +-0.7864173297416157 +0.41320284810581276 +-0.5864744254521574 +0.6116458491914061 +0.31269223028987714 +0.625985323454282 +-0.543463592414595 +-0.30509917672401676 +0.9120686385360532 +0.15248169501886322 +0.8813322686223104 +-0.622749003618003 +0.21209572020017275 +0.6751165717703804 +-0.0033664829695482235 +-0.17009169868402485 +1.0094872855576007 +-0.1801585600131963 +0.18612749927680683 +0.4991638335846571 +-0.3598576920805483 +-0.5033371541123239 +-0.045167849666683635 +0.18648911837782656 +-0.7292483652600303 +-0.5285262445136356 +-0.7388796250904708 +0.4194748101873693 +0.3677672289200983 +0.5317781275212823 +-0.42283858808913855 +0.667795479452464 +-0.27500661638787016 +-0.8429257000399695 +0.23883932906087768 +-0.4797319348282607 +0.7553412455526771 +0.036349280034068454 +-1.149124121092922 +-0.279088171306757 +-0.5451859630882372 +0.1435079582288784 +-0.7335629091301128 +0.36756411285835067 +-0.006601731153017321 +-0.6618758705239558 +0.3945939460722403 +0.49426129714085737 +0.4206880634158211 +-0.371852592678374 +-0.3552993858962832 +-0.8073291802682891 +-0.6832703278702252 +0.20498416127634433 +0.05998346467413962 +-0.36432032970313766 +-0.5572122194889009 +-0.021254236624492773 +0.613914872050513 +-0.02708027997133211 +1.0720620385094173 +0.9959276263257125 +-0.5645306565569779 +-0.16549963089869046 +0.2155159598917321 +0.20459835110619162 +-1.1076651216730724 +0.5433305212311941 +0.848267611737486 +0.5163438037234931 +-0.8866043061226074 +-0.6070453880027431 +0.35084702891524167 +-0.06464589888636807 +-0.10399639664667237 +0.08988015150316486 +1.0324259819754351 +-0.7119910522598185 +0.6833671303481448 +-0.1393192326985324 +-0.36231985999389993 +0.5751765434799343 +-0.46061770553027204 +-0.8569152460197498 +-0.10787925456471625 +1.027016289044029 +-0.41616377062122045 +-0.46395437197762845 +-0.08145134753951955 +1.3627198795804945 +-0.06504173480155973 +-1.0133275237119754 +-0.5712315264657892 +-0.5529280848940727 +0.7288460017594605 +0.2461848546295593 +-0.7818856128152833 +0.36446816756567324 +1.0606998979951292 +0.059163039663086 +0.4566132688597535 +1.6823233285253336 +0.6772189457552488 +0.5553076065698708 +0.025131098572186095 +-0.8525778466204836 +-0.5766522984348863 +-8.676143310983875E-4 +-0.4592629299265556 +0.1806407045593459 +-0.7770687462518933 +-0.8879479513230706 +-0.3112183849587 +-0.20017547561048166 +0.09570750421010676 +0.24521625821624649 +0.24399491170551957 +1.7017318578326632 +-0.15944447609983814 +-0.8505916538880098 +0.15864138155170404 +-1.0609106372625208 +-1.176375483486451 +1.3600734202823765 +0.16311730976239858 +-0.5270564591596827 +1.006693363729324 +-0.7791651494245062 +0.2606967276099842 +0.20231094520619053 +0.21756808004641348 +0.607987251100904 +-0.7040231149357452 +-0.45160588024794546 +-0.46537160707568215 +-0.5007236792067977 +1.080449123473306 +1.0161274647672276 +0.15668885212811623 +-0.6480496449306916 +1.0464318900663918 +-0.3272293838298168 +0.14209804242705382 +-0.9415435442210804 +0.1761439505453094 +0.37062481620336984 +-0.7325631113722444 +0.11019604450432374 +-0.28095774981859467 +-0.22954253087186327 +-1.006148696097891 +1.0831892985297513 +0.4072114779488277 +1.1003535244401035 +-0.4776218399445493 +1.109099326035203 +-0.8740113397174845 +0.37152674522877616 +0.46409885666760975 +0.41474431997049677 +0.014242499301614586 +0.008507838840111637 +0.22162854672002374 +0.8374211639269532 +0.2993797899469772 +-0.13816908903283442 +-0.3240336362184384 +-0.3149060695225012 +0.13325555092382135 +0.6546823490815863 +1.200655294048069 +0.09050481874593697 +-0.26811128361414194 +-0.7041435489588257 +1.2391029591068985 +-0.30270852053067676 +0.22611474343838833 +1.7489570420092462 +0.17591904886631338 +0.8780535899577633 +-0.0838180095382437 +0.5499761726207384 +-0.2481185174067082 +-0.466298252418341 +0.23956675066947541 +0.8533262474851591 +1.1794477771512937 +0.5893650827200143 +0.1564630550697106 +0.05831703876424432 +0.4714312025012678 +-0.5912626737515714 +-1.1472608802616087 +-0.5645306565569779 +-0.4340551386416933 +1.398805324133869 +-0.5766522984348863 +0.26247654620818284 +-0.33558757975396536 +0.7860486255224186 +-0.30483318409111826 +-0.18095619052516643 +1.0667338957461008 +0.8089288842792468 +0.06497950726194601 +0.012087928800087688 +0.009068851393337574 +-0.8522115664871963 +0.8123169585917569 +-0.47761306870025844 +0.6044260026620689 +0.19620724652689125 +-0.8315631531205956 +-0.0902903163854838 +0.5110361318415038 +-0.21453856213663025 +0.7765878337275687 +0.8294443331103003 +0.3462326354177131 +1.1242018278214676 +-0.503161005717842 +-0.5729804834371237 +0.4569344629925428 +-0.371852592678374 +1.3386013067925022 +0.13957019816825345 +0.27510058857479636 +0.8687844892598424 +0.25117555295760774 +-0.9301013505721767 +-0.49874353921948233 +0.2640881415382602 +-0.5637229038640974 +-1.2724909202604207 +1.1924430911349164 +1.3303006710066603 +-0.4335496361724618 +0.3361110921653362 +1.2192364422491326 +0.4659922670756754 +-0.10049272801447118 +-0.23324134733064805 +-0.02142814237196755 +-0.015136255750293426 +-0.6881663462161132 +-0.18482220488756873 +-0.36966150441130696 +-0.9226254421713729 +0.4073925559592666 +-1.143081892541777 +-0.6732182399929514 +0.26802190458978803 +1.8804179639926693 +-0.23397657144993778 +0.7051123997247146 +-1.4382915837817634 +1.6032115898941295 +-0.35185595643765977 +0.34965890606208716 +-0.6988273941990433 +-0.011518335963088155 +-0.5955170895709887 +-0.6354931034344835 +-1.2912532784481918 +0.27488391577368687 +1.137977779304959 +0.5662814936653268 +-0.4913633360908216 +-0.30527446398545854 +0.2250604329775312 +0.2592570570657001 +0.8728464850782693 +0.9825837764649356 +0.2541055786705029 +-0.14784522820407164 +0.39488240517339246 +-0.583487474112119 +0.48506985700425753 +-1.5223802169317402E-4 +-0.14872183449741394 +0.06255668579567164 +0.22968445964472983 +0.32276586176546074 +0.5698209569539021 +0.07514927125602255 +0.5381407589905758 +-0.0907096025498344 +0.7245973404301729 +0.044261932523707026 +0.22638845222919768 +0.8233526533502415 +0.04112358257035331 +-0.5792162188390584 +0.36369243516465766 +0.2086392269332824 +0.7713484576900176 +0.4544508931179253 +0.4178199702030281 +0.6764625076182571 +-0.07207313719009267 +1.03015930111433 +-0.4192769844161237 +-0.6472748941705806 +0.4907029765144628 +-0.6728567483848076 +1.4269300248719907 +-0.08669292257745131 +-0.48763109281333317 +0.11466867324735208 +0.4509285841441164 +0.29303808679005194 +1.5147955674941023 +0.453747484918853 +-0.1360296678196291 +-0.8248784885362324 +-0.2933651942223461 +1.1550836148312984 +-0.7397634248175593 +0.08732603285202578 +-0.9222680796435712 +0.32050073107854415 +-0.25710411168224345 +-0.39609502010221775 +-0.7759700814136044 +1.2327556413407585 +0.430360517337842 +0.5316593080494392 +0.01855476244578158 +-0.4904786280331572 +-0.09135873368420899 +0.08172009478980446 +0.47556680913358185 +-0.26015585347276793 +-0.6844711941149557 +-0.02750574773362624 +0.5142921672129778 +-0.7995616533203449 +-0.714465056460498 +0.05245547980810039 +-0.6971709497926688 +0.3450822988522332 +0.5275621954313028 +-0.48179365679845887 +-0.473588521632613 +0.7691437641007365 +-0.16210000793889745 +0.8738121469664573 +0.03285980962796731 +0.5510794366265848 +1.129330934700528 +0.2892944694769929 +0.6808599927863371 +0.2860627958706148 +-0.41236150114276526 +-0.6877462811019699 +-0.2422982364140871 +1.2864152898985062 +-0.5225945936892473 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_bias_-1 b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_bias_-1 new file mode 100644 index 0000000..db9815d --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_bias_-1 @@ -0,0 +1,2175 @@ +-0.3328679235290476 +-1.4192590896061579 +0.6020050705604272 +-0.46183903439222973 +-0.5945424761158994 +1.1972306266572463 +-0.7864651101633525 +-0.38583853562965387 +-0.8184533307554541 +0.34606359203477377 +1.0198674003081252 +-1.0716901372855574 +-0.39116505229012843 +-0.3984815883627785 +-0.8290877936980175 +-0.8088782004179069 +-0.3894671324690795 +-0.3824477890234894 +-0.5439507066029496 +-0.4594357497812852 +-0.7673632735148519 +-0.24787769305984966 +-0.21044313851385743 +1.0191110871276061 +0.04106973084211702 +-0.7077629851837267 +-0.4784731855455383 +0.6135257563631982 +-0.8781254691474613 +-0.8739702910400666 +-0.5395947842298868 +0.5815827337200068 +-0.6283476442149742 +0.20209795618664178 +1.3718250588377194 +0.9292392693584748 +1.5993917210679356 +-0.724351340187461 +-0.45483545960832084 +-0.4670810924479123 +0.9096884453698835 +-0.45755295517897704 +-0.5483810644175544 +0.5988463697920372 +-0.37266347859018567 +0.6465666997401454 +1.3212444603324436 +0.2374979906249673 +0.23960452096251147 +0.14672227613368133 +0.84008857284682 +-0.6796517437705737 +0.5082847851078999 +0.11966721664747926 +-0.3377919159652165 +0.4794930184959044 +0.3983325704490909 +-0.5826407295525988 +1.030908402074032 +-1.0373711646489634 +0.8339658027759846 +0.6353598136916924 +-0.6453168499050711 +-0.4198162393035729 +0.8599597818816191 +-0.12475195546656888 +0.6932239702016785 +-0.8348097080270946 +1.5508511727958652 +-1.0288601436839186 +-0.05063856259624425 +-0.7775598018539364 +0.7144047827330496 +0.030224448286765168 +-0.23936252178438383 +0.18116652660669763 +0.3332865382728468 +-0.4031407872412623 +0.7511474790139883 +0.20773662926598047 +0.2132231698934861 +-0.2776150064931423 +-0.8239873527350174 +-0.4670810924479123 +-0.40344251300346134 +0.5799209503701461 +0.1484270423302727 +0.12671616212153725 +-1.0979974439683302 +0.5297373127772542 +-0.7141707367323558 +-0.09759255348872782 +0.763669456088612 +-0.16952202949767273 +-0.9222599499354148 +-0.282391279827012 +0.5743060301283743 +0.7178550730355189 +1.5230296559704226 +0.39199563769899637 +0.6381696572551316 +-0.13096771795026174 +-0.0026785898511869147 +-0.5953311627910216 +-0.7588284196655734 +-1.3410243381755462 +0.898823070923232 +0.8395391290481738 +0.9901284401263235 +0.021063710422458193 +-1.1216144846394398 +-0.5688366542349351 +0.4115759346956556 +-0.31768350026444836 +-0.037036570179614384 +0.23246649921591003 +-0.18193709576604095 +-0.4104818664690472 +-1.0165227416697897 +-0.2779246382197145 +0.8771642540386904 +0.712028906072909 +-0.47548749474583885 +-0.9173223479725602 +-0.7077629851837267 +-0.6927198073475952 +-0.5917487322798453 +0.2783431861193094 +1.0613983688377244 +-0.48756165193275985 +-0.2367631194324832 +1.3874574782165703 +0.9049661777559257 +0.4661117094929076 +-0.6650054755690196 +1.4006324252312674 +-1.2421018370896113 +0.9518289838326486 +-0.48838574364459486 +-0.22468676367781062 +1.937849597747298 +-0.17263788245208317 +-0.1650970231121328 +-0.02985877828355473 +-0.544187219048316 +0.7570512059307631 +0.26822724174937485 +0.30926397400673944 +-0.6776182505003175 +-0.2650061091278574 +0.6558661567106883 +1.3035256684367535 +-0.9077646009545262 +-0.560374990563047 +0.16611954478090726 +0.44581874782758824 +1.289966155546218 +0.9573048760217284 +0.687356231995116 +-0.17586926585032447 +0.7652289367048104 +-0.24587124237129135 +-0.2282297935219757 +-0.3030754521015841 +1.0934444325016606 +-0.06333311351694698 +-0.054703449251983303 +1.2766547666170573 +0.42931155898147544 +-0.4273348726210464 +-0.9724056179135804 +-0.11602221142353658 +-0.1373779170154381 +0.2044281012461618 +-0.9900814756812227 +-0.6150617147247649 +-0.23421963142721924 +-0.4744058811782177 +-0.6029422227073306 +0.44048488578686573 +0.556627249023307 +-0.7541459119071491 +0.261321928318233 +0.9283795173815297 +-0.4404545002063046 +-0.33420127815792455 +0.17598401902934177 +-0.07794851522504662 +0.6139375355930329 +-0.013125011058422224 +0.545692972871795 +0.18663719456056854 +-0.40151171097844374 +-0.13092322991614985 +0.9212671239479862 +-0.17664188494092892 +-0.5587419170980422 +-1.0776198515340552 +-0.12457715986216673 +-1.054839539528338 +0.8321351886976539 +0.6162142372771152 +1.0852637632808055 +0.052833770589454696 +1.0745375972430815 +-0.03264623038014647 +0.3244522815554532 +-0.21074441445744277 +1.0783126308174236 +0.232613341807973 +-0.3551728357579116 +1.2477226618857926 +-0.4368538195477105 +-0.7077629851837267 +-0.2543362721765133 +-0.7748626289152769 +0.006260994125175001 +0.3638144826351498 +-0.5220680573976267 +1.49135189958172 +-0.24832811631555146 +-0.5826650282295985 +0.35562357605036093 +-0.5599916773978788 +-0.3488105981085221 +-0.19102375545855232 +-0.4379805992355699 +-0.3734581389884605 +0.1102979200662422 +0.8564650437077399 +0.4640801261118951 +-0.01744746077334529 +0.500408776191239 +0.4951691110131572 +0.04118404337352863 +0.6568891874083875 +0.5887803038910835 +0.9133851389315945 +0.121541440747261 +1.284646605341336 +0.01867453159526483 +-0.5671271393606999 +-0.08588133713833705 +0.18697361699067727 +-0.4573873770715865 +-0.25422767135319524 +0.3663253571552556 +-0.8643199606042773 +-0.3921641552237847 +0.5054331161694766 +-0.34914900221227557 +0.16948190072602676 +0.6884769548676952 +-0.651153871012102 +1.6979013450270328 +0.25723782615906543 +-1.0641742998732675 +0.2694282202943972 +-0.2861675217943883 +-0.44394229512216465 +-0.8517776811662945 +1.297531201374908 +0.23320616516436274 +0.37819895203528126 +0.43707896735379037 +-0.6148128941388026 +0.6948314380824572 +0.5305634126682827 +0.30026305942205744 +-0.7653400154623108 +1.1424606595788886 +0.5180144683014918 +-0.2654857578100012 +-1.3298109984937814 +-0.5937582808611621 +0.20844924300008194 +-0.45734353388814664 +-0.8522427609937593 +1.5441567987981963 +0.43929250521652907 +0.8631331662900018 +-0.7316204676372842 +-0.31995275789605687 +-0.16327715376870355 +0.10417360396685213 +0.5555961090155325 +0.32256414762012897 +0.39001322094867275 +0.7558489374633798 +1.1783865251133687 +-0.6013349835126705 +-0.6927198073475952 +-0.15102057523667292 +1.184752023658177 +-0.14914679146358034 +0.17574699175413702 +1.0883676352577678 +0.8434653512699565 +-0.24006282350846087 +-0.16640906966230387 +0.4731713730129873 +0.8871017726095909 +-1.0425876999205892 +-0.1354623840344092 +-0.5285226395463398 +-0.43345334665474006 +0.24541628074541888 +0.2800844312905294 +-0.23315435047386412 +-0.097466627042553 +0.8199458857521875 +0.5098535166333259 +1.7205448176619038 +-0.5690741939396758 +0.8800349372336824 +0.8187736995639073 +1.5376874243013439 +1.130156080493255 +0.5513417458863101 +-0.9105369853322021 +-0.9667255524086419 +-0.21712092247546846 +0.45381503279465696 +-0.40252691105271843 +-0.757614101400868 +-0.47989074497569484 +-0.2919937557658667 +-1.3412518797714519 +0.01611003939510597 +-0.4901544247365528 +-0.3510623918295277 +0.8171714195710268 +-0.8205897656431271 +-0.809212844487736 +-0.04339823964729367 +-0.3680616029016348 +0.7667421430390661 +-0.6630573054503134 +0.785726133296019 +-0.9253468558992511 +0.2768543602587168 +0.13781827247995226 +-0.314643359390914 +-0.2889083414246903 +2.037956109066158 +-0.06321842419929531 +0.656761605984862 +0.6058144825210106 +0.6382416695436535 +0.9005663102467452 +-0.15975707496215502 +-0.6488988748183998 +-0.7792661086878433 +0.40240900757076004 +0.9395185067086551 +1.5838603054055718 +-0.6428124723640644 +0.2098900809073318 +-0.25075719641573624 +0.09002818048117361 +0.3593495449229608 +-0.9373842523539281 +-0.37848283189151444 +-0.8298273953238428 +0.24070435586352865 +-0.5638617470263676 +0.47533152174633586 +-0.5381006572434758 +-0.45685173818672253 +0.12205897689196843 +-0.4118005847920263 +-1.2215445577807313 +-0.21238377369099612 +-0.19804303685696148 +-0.9968192397233895 +-0.6665056303376329 +0.14923978753117575 +-0.038616750114230464 +0.7283433140537774 +0.2683809329412671 +0.3340651609728239 +1.0124691399775516 +0.13966897100011655 +0.35101860297562926 +-0.6604634001335836 +1.0784805987605888 +1.1224109060026193 +-0.4571003994913082 +0.9913638313594235 +0.9119825668892696 +1.5429919470063738 +1.2639472241006549 +1.5000292210988042 +0.15967663448240418 +0.5390924348087307 +-0.07438344002348059 +0.075772452355807 +-0.5142849015698449 +-0.06563659796351706 +0.7564526009778423 +-0.7221296268193059 +0.794624421857284 +-0.14671992489728686 +-0.3942870264580553 +-0.1327403192694396 +-0.249050596300794 +-0.8840252540218128 +1.6124136873380834 +-0.44656472122139357 +-0.23982480444200074 +0.9003219429751198 +1.229018622495205 +0.7306408224629841 +-0.6633745321869714 +0.8618222409358145 +-0.43591832755084287 +0.6008920307238346 +1.1613044180562893 +0.08940700851573027 +-0.0027292365099122265 +-0.4085048518085186 +-0.21259245403648172 +0.2748479008550985 +0.2986038748947277 +-0.4973454887667784 +0.5468596717855625 +1.1482358370978203 +1.3105522274763346 +-1.1254854686269187 +-0.0876174988568212 +0.5152575007499776 +1.0241944519531614 +1.606514968804713 +-0.5197652592150753 +0.1635619404037843 +-1.0604452089881593 +0.28420773924745846 +-0.39845719435186366 +-1.0399361969214969 +-0.22855867557074735 +0.08979876270774637 +-0.8705538057829629 +-0.46917927590240066 +0.36327632164721796 +0.4038134444804269 +1.3737318149521267 +-1.1798863013288963 +-0.5602248261096425 +-0.021093260324515542 +0.28616544879134237 +-0.4469772605648341 +-0.632736477364103 +-0.17614853331813768 +-0.30459813394261503 +-0.16493891031216218 +1.1086787406662075 +0.5413892253851283 +-0.9459467416944872 +0.745102746656959 +-0.8840252540218128 +0.6322823754025261 +0.4044042589053464 +0.07466155529851501 +0.4607408591767703 +0.3433691292435192 +0.34065634037381975 +0.016219162914224684 +-0.3438470671899186 +0.10021171484495021 +0.4348996369880095 +0.4454142962710602 +-0.5030931901769886 +0.09604413401629851 +0.03348318600811695 +-1.2558740866965767 +1.1905842193839211 +-0.3300171855370144 +0.15748610594806794 +0.6224038032857002 +-0.14044985647200198 +1.047336040329793 +-0.11841238089350989 +0.9620971260495099 +0.28354518890791497 +1.335193756346537 +-0.41311214555460896 +-0.875197116371369 +-0.49444055505092205 +-0.32614265453969193 +-0.35364523562528294 +-0.21165781155427935 +0.8169134056299552 +-1.0448312093374335 +0.6829691162851196 +-1.2013157536208026 +0.5480362050566436 +0.10759074100386457 +1.0572530857104374 +-0.8091264585622076 +-0.16696976568716893 +-0.23944009052508958 +0.08393222308881748 +-0.9762204961055638 +0.6196756203432319 +0.4308916158422187 +0.3594188399968855 +-0.6174969134972147 +0.5539706126337515 +0.5380511249838957 +-0.8044904427438732 +-0.0660536396142771 +-0.09494606983816242 +-0.8788563193449618 +-0.2119852390440921 +1.5659413129699062 +-0.3393132472500884 +-0.8296783963736052 +-0.8175329288813962 +0.11359884958340576 +0.39930902299852294 +0.22752289595076686 +1.3746986691066616 +0.02175870856075786 +-0.5954535334528731 +-0.4758862881450106 +-0.2744565825636104 +-0.6480083964906582 +1.2475873651457288 +0.2844702275175688 +-0.19409441704530112 +0.7447905819334086 +1.2019506491081315 +0.770980184102156 +-0.06443367605896716 +-0.5608791018718066 +-0.17790721182479174 +-0.34562652037154834 +-0.1327403192694396 +0.32607566031701074 +0.044792913786058236 +0.5546168063684503 +0.22600214275115466 +-0.07078828071686544 +-0.4348248827174028 +-0.48534736262651124 +-1.0160347555166003 +0.5846823226126445 +-0.196626544466055 +0.9120980390711444 +-0.002961670505743162 +-0.05021795353943292 +0.10881418252642708 +0.7474770094443683 +1.2298682964034549 +-0.6235260535672369 +-0.7474271232255363 +-0.39326007949049196 +-0.5924379817155445 +-0.7201200220303042 +-0.06752222949410012 +0.47513972487197076 +0.2198094067176124 +0.31568891926286935 +-0.23853202513282099 +-0.35926231924739777 +0.6398882578518111 +-0.3968597473362522 +-0.5058752725527074 +-0.838839191285191 +0.9531723126979401 +0.20338454327958605 +0.08121817462448983 +-0.2568234633242701 +-0.5042849336856862 +0.3691745610349002 +-0.0448205564489854 +1.121161994327815 +0.4310182643999575 +0.9738525051880892 +-0.6697574673599765 +-0.43202306472025853 +0.43117646298642476 +0.0036042456158601605 +1.0228425512709345 +-0.1989210713556761 +0.40549312136567206 +-0.7735221574802225 +-0.5349527676539632 +-0.7843341216246837 +-0.635247585022291 +-0.46306219931928316 +0.4488036846903094 +-0.39402923019967445 +-0.7679005395854207 +1.8294105157594995 +1.6616726670136814 +0.767124907375272 +-0.08500256397069843 +-0.0675387223831864 +-0.36385544620101745 +0.7020930308405832 +0.938618851709841 +-0.7845446606282613 +-0.7517589173330598 +-0.2904732260284734 +-0.01585034711787668 +0.9024746756866081 +-0.2641472335224515 +-0.01799654799426224 +0.6036414800651315 +-0.288006174035535 +0.9813149737289257 +-0.6160414888486624 +0.444519893533328 +-0.45685173818672253 +1.0184143654149764 +-0.5127152925535688 +-0.43057824672950695 +0.030439753370795734 +-0.6588205320371824 +0.3203980181120135 +-0.5891344946997421 +1.0426259547119472 +0.18331501832952257 +0.8152850499737319 +0.34559559462736533 +-0.23922158220373502 +1.0913345662055352 +0.05908906240894995 +0.09436962280888916 +-0.8116446955078487 +0.5252882673323347 +-0.9121106193197148 +0.10157539935269388 +0.7971081002826313 +-0.7504012992719822 +-0.3752292229125991 +-0.6544930886923673 +-0.6906237698866962 +0.040374473750132714 +0.2007920663019363 +0.8402654300226804 +1.1850767619608504 +0.16732809387236336 +-0.5688366542349351 +-0.3521052609250924 +-0.6607882251234155 +0.47018937434031804 +-0.3417537345805291 +-0.5760863597702951 +0.5570157190585379 +0.06994310268316004 +0.3765689156219668 +1.2813873813712475 +-0.8307785110029022 +-0.48284863658734806 +0.5627930969246699 +0.5665829424273289 +-0.9253468558992511 +-0.19819459885169513 +-0.49567155185023826 +0.5516093214390666 +-0.2017692602711184 +1.4696937474236331 +-0.12871572083083435 +-1.2185715401439057 +1.2264057922794336 +-0.6423706776012593 +-0.8723189094999435 +-0.8654548380279552 +-0.40229938144563904 +0.9477772294531343 +0.7286755873530749 +0.3130213863601961 +-0.28124932027531147 +-0.12481052437002801 +0.7488756269103269 +-1.0154071923733792 +-0.04808787289667491 +1.7825058645873668 +-0.5607284898527625 +0.9421404791714041 +-0.07740204269764134 +0.53160195979666 +0.051204684786868876 +0.15853023814961403 +0.5972480835338939 +1.1384660616836189 +-0.7065008996066039 +-1.2123352091636013 +-0.2807797042224134 +-0.4396423501689541 +0.533693834688468 +-0.7588284196655734 +0.2624495996414998 +0.48245104787177884 +0.7124180866196599 +0.07975225845119302 +-0.7382727598241026 +0.8679297768668262 +-0.46795185161324926 +0.023989854221028305 +0.5990419753728778 +-1.4063999630334434 +-0.21934423609615616 +-0.5285247348171136 +-1.1457899170416934 +0.45916849703392904 +-0.8840252540218128 +-0.47908236234262747 +1.0574588725557792 +-0.6826059458297384 +1.3671113304903832 +-0.5364410540680464 +-0.3156062984393605 +-0.18017056749564953 +0.6283713164766258 +-0.42572326658964665 +0.8053328410230234 +0.5441111744987666 +0.9963601013021217 +0.06364395257445662 +0.014768251492448363 +-0.7770740486384637 +-1.1554430374443774 +-0.008086625086962375 +-0.47724268837525025 +0.6207909595903341 +-0.4973468449860651 +-0.9084613530839274 +-0.33284528257921764 +0.006260994125175001 +1.3544429387174932 +-0.14914679146358034 +1.144606032645324 +-0.2886218199168656 +0.6190609204040627 +0.7617642001738785 +0.4478799863384555 +0.11330628538435022 +-0.35119400991548333 +0.3759115967915644 +-0.6117098298171748 +0.8279616616939355 +-0.7167429848512311 +-0.49795936327212653 +0.5312754675440653 +1.001556624032819 +-0.9027771191719429 +-0.34914900221227557 +0.6296534946953154 +-0.1292247776351469 +-0.8655300316472827 +1.1218176363014536 +-0.8760661061820415 +0.722081276261504 +1.0251299375455947 +-0.2043778204674133 +-0.42122940466794606 +-0.7104442776761899 +0.9531888048703241 +1.3233534761201797 +1.045832732615966 +-0.3563512025680262 +-0.5891402428253918 +-0.08658031055167958 +0.4756608833333783 +-0.38583853562965387 +-0.42112708451939573 +-0.3915731864525952 +-0.6810220759622995 +0.4593379678047911 +0.17769970523053047 +-0.5194208004211894 +-0.08294515395263621 +0.14070272755373261 +-0.6335665607079279 +1.0267485927379498 +-0.836841805858355 +0.41282467757060254 +-0.5406152000745339 +0.19826056887753943 +-1.1035314833796754 +1.3368686116428954 +0.9685730085035495 +-1.1263654753723413 +0.05647204126383512 +0.1995363717878824 +-0.3086558222070014 +1.1121158983194561 +0.34155901949179446 +1.3016225726518267 +0.10332440216913777 +-1.1885941266676165 +1.0056009693507577 +0.6618089018052061 +-0.7111337639793702 +1.0414097964893185 +-0.34669775039233164 +-0.5457930774047355 +0.5650673315316682 +-0.3417537345805291 +0.8052432777703524 +1.1260501954285282 +1.1052356848922487 +1.0065286630158177 +-0.28224395322440154 +-0.9849261335599395 +-0.7433107441162559 +0.3034690188308168 +-0.9038343936859838 +1.08819087930558 +1.4081018192247314 +1.1157636437641798 +1.15218418180565 +-0.5901094256325777 +0.15304398762132362 +-0.568032777023169 +0.6016029950325638 +0.5075692280704285 +0.16446114541480733 +0.039890710557574593 +-0.7446847556532328 +-0.5436369050769181 +0.8713484061854593 +-0.9156263045313509 +-0.059969767084050433 +0.43182038078303775 +-0.6829089238314787 +-0.7870054080892351 +-0.16331802554442 +0.7785598061001117 +-0.17399493927114607 +0.6988009070547729 +0.22509511652584935 +-0.13678422818314884 +0.741944909140262 +1.1212915831536496 +-1.1153818217313485 +0.8015032270284119 +0.5999514313145898 +-0.5232183793146499 +-0.3461315390589732 +0.8789910491207129 +0.28547814835296925 +-1.2421018370896113 +0.39946599453289716 +0.9383022944298749 +1.2441148365747918 +0.31552152661349464 +0.7250771693744001 +-0.6485438192525678 +0.17239492878395832 +1.1258724591452034 +0.9102868960928827 +0.710562476102292 +-0.3900047230489213 +0.17429556141495678 +0.40136681402540186 +1.1269729435791802 +1.5413384762422295 +-0.33895658045776705 +-1.2515101093237488 +0.9679402127326717 +0.6905741529439438 +1.0663111673897756 +1.5202602355380939 +-0.45937654347822066 +-0.37195950458778654 +-0.12381462246044928 +1.8570889899545404 +-0.5665143693455581 +-0.9744303872627853 +-0.5171904080394385 +0.3928390950333227 +-0.6193839367110242 +1.172044487996157 +-0.3101166285094661 +-0.9497541910590181 +-0.3776663513188375 +-0.11894043839667452 +-1.1432742898492463 +1.0761553943454498 +0.7268580668891269 +-0.7862047622254839 +-0.40879614832555444 +0.04895376948165693 +-0.2594975901684066 +-0.003611698358192472 +0.7259481244032259 +0.8967523755939 +-0.6813166108914601 +-0.9889108744573804 +-0.45033023555886764 +-0.49192706839168554 +-0.939001529145796 +-0.4719327232548756 +-0.7419375066451734 +-0.053516531839251605 +-0.831387033245306 +-1.0284083073943204 +0.6045375651746865 +0.27912213200834557 +-0.7772728395786405 +0.6723533176049554 +1.5216773329119553 +-0.6680662995895867 +1.0654568752725475 +0.3371384098311665 +-0.40705341393069033 +1.1356564298933034 +-0.3604120632426311 +-0.49393262845565455 +-0.3742008908583674 +-0.518864271676468 +-0.4819412822703776 +0.5755743058954915 +0.33456144763825035 +-0.4214760058265925 +0.08358725531157998 +-0.7083634887530577 +-0.36164040356186195 +-1.0668985484030735 +-0.7293121198973721 +0.2730867660510971 +-0.4174055987683193 +0.010179774354040397 +-0.5403269580927085 +-0.3631105591919507 +-0.006334462855596024 +-0.21125746288403377 +-0.4897616718037406 +0.25165100635260756 +0.49437201424685884 +-0.5121048618861601 +-0.599479824533603 +-0.1956251812701731 +0.3240409401050236 +0.6345361652121287 +-0.5786468463565915 +0.14916933813123956 +-0.45238824114704923 +-0.43202306472025853 +-0.6929756741727449 +-0.8933604008743649 +1.9813716840626574 +0.05684175309584816 +0.4292521149954135 +-0.6628906665741257 +-0.6531165726614983 +0.7102874298609738 +-0.4379805992355699 +0.3977236681450065 +-0.1650970231121328 +0.9294837928866905 +0.1232752292106078 +-0.19257092820467864 +0.7813531880554754 +-1.073390803019262 +-0.47685903146663766 +0.07851511796116355 +0.8123150179482972 +-0.2607392619659999 +1.1260831653409855 +0.8754572901199569 +-0.03355575628299557 +1.0196007918788403 +-0.6557026144563703 +0.05829325167874889 +-0.5714062755809202 +0.14008160226094246 +0.19341678225342543 +0.3265285213867339 +-0.7940023974047987 +0.11513834656775873 +-0.10108329562396359 +-1.0310243919097837 +-0.6979833847459642 +0.14377613672341982 +0.06887688418284116 +-1.0102351454666654 +-0.6655740788995306 +0.16318529363655 +-0.37220145995094944 +-0.5542803931204513 +0.7822737253762199 +0.9271941899048324 +0.3099197548932323 +-0.817521966845707 +-0.8236526514145377 +-0.8723189094999435 +-0.18081984744162266 +-0.8713500625926762 +0.23101410953490423 +-0.3672808874516005 +-0.013552875346442575 +1.4202709730153829 +0.029502491160410357 +0.5918656323580852 +0.15344937233358724 +0.1558216019363688 +-0.10070865700540096 +0.8971188304632014 +-1.4289795590940884 +1.297463214963308 +-0.5182618400600822 +1.336390179787818 +0.4397793641848379 +1.141739554214283 +-0.04351732842968148 +0.26206043096932885 +0.38767144398827513 +0.3091854597129592 +1.713981242658888 +-1.005925509449532 +0.9116358512277916 +-0.5541190100931388 +-0.36952581424007414 +1.4896293601806112 +-0.2342211441747058 +0.4763603771618504 +-0.3639455042569476 +0.3632558372612365 +0.2401892820931645 +-0.25804741682591975 +-0.4348490128375613 +0.34921699587455957 +0.9443782081822223 +0.1484921613462445 +1.3639753083105475 +-0.7883926273658929 +0.38983620137207176 +-0.3387823780485284 +0.1851448239963127 +-0.6874593685412471 +-0.1931540829835348 +-0.4991321463293219 +-0.7678748970554002 +1.0137275770273997 +-0.8695336474005566 +-0.7777435990842904 +-0.7791259736129655 +0.42334895515251747 +0.17331672009543447 +0.17444908965424186 +0.5818638924546644 +-1.0137617867369855 +-1.0425876999205892 +0.40875061055494977 +0.31833444330787175 +-0.15975707496215502 +-0.1327403192694396 +0.9193798073115289 +-0.049963726562910635 +0.8261300185891918 +-0.13867796186633186 +0.9160721185896123 +-0.6763924790384388 +-0.31139110480312426 +-0.059969767084050433 +0.8483431439848585 +-0.44965783580170005 +-1.4972182443070923 +0.6701955581833029 +-0.43442421272675774 +0.777422906288106 +0.21070607865498145 +0.13523615582367787 +0.10656760617861413 +-0.6850971749205271 +-0.06040033339634427 +-0.44948230617163176 +0.06803619991410519 +-1.0403663545457749 +0.1215138905381771 +0.9002723613396734 +-0.40094677095391645 +0.996628255654153 +1.496091730054273 +-0.8914472373051533 +1.0367893416352674 +-0.6982620132057323 +-0.505171954361061 +0.050873349089467085 +-0.030313848771775564 +-0.48704030970522627 +0.8129374557085017 +-1.0801335966825125 +-0.4616719559537454 +0.2461108862775075 +1.5258306117929654 +-0.35044098274885643 +-0.670349163824375 +-0.8415258804126651 +-0.5985018287297434 +-0.1679174785241947 +-0.9892172182905518 +-0.9252088689475065 +0.5626957319798198 +0.3724496967510057 +0.2691276068063285 +0.08799694749118984 +-0.5606899348488104 +-0.72030031315905 +0.70618933016075 +-0.839379281855286 +0.1217760086798899 +0.7983535404244718 +-0.21199814450456267 +0.4660837273577568 +0.2555940385101536 +0.6643437570401092 +-0.12093948459649408 +0.06504199021532828 +-0.280900040722454 +1.5230414150789777 +0.350570952500174 +-0.4858219894136294 +0.43558847816873136 +-0.9285481611494063 +-0.7678748970554002 +-0.2442507284636153 +-0.9006146198381868 +0.7201899652379314 +-1.0156781869961715 +-0.12994763662673825 +1.0088620509992736 +0.21429560216560853 +0.21864569002153705 +-0.6544930886923673 +0.5762739026783408 +0.580335095907401 +1.3450031750036109 +0.010722794234089589 +-0.18933838601005554 +-0.059969767084050433 +-0.8713500625926762 +1.1285255076501195 +0.2643137307793757 +-0.5960441683923966 +0.02430297431173674 +-0.879492474208246 +0.03174570462832353 +-0.45782688553109874 +0.8927420466258174 +-0.654423406210088 +0.7481398098476131 +0.8152901422345127 +-0.2880343440074582 +1.2628625600527301 +-0.22325218349266798 +-0.06411062789449468 +0.0639103028637325 +0.7551086287729473 +-0.7825762563005991 +0.32100886492989267 +-0.05089164633445882 +-0.0038227380438783445 +0.9841808274738231 +0.006260994125175001 +0.2393632400672792 +-0.26016582438165187 +1.2793170467441073 +1.3637361519317341 +-0.5537408400595898 +1.636982591075704 +0.5480042346138428 +-0.7862047622254839 +-1.6223289515993102 +0.19935106694362761 +-0.6477721463072451 +0.04099679221735153 +-1.0223121236524146 +0.7294798799067829 +0.22470614957106252 +0.5376576933039949 +-1.0447957685734552 +0.10577725828282573 +-0.3752292229125991 +0.3868787767106659 +-0.026701997834037323 +-0.9324591708908065 +-0.8796699151317549 +-0.8639993833018206 +0.045167062356604476 +-0.397435147615247 +-1.4721596373643977 +-1.360604471900333 +-0.8827274265465731 +-0.23448832371576475 +0.39019888132351616 +-0.4920367227310153 +1.0900734028862287 +0.7011118411714066 +1.4277579372709663 +-0.21145011472193695 +-0.46253098104043305 +-0.24863137302966196 +0.9421124448658786 +1.0781939712617863 +0.6375955267517099 +0.6389999791054515 +-0.30584874168241394 +-0.3967746368248648 +0.26848789844597637 +-0.1650970231121328 +-0.4973454887667784 +0.4974981435390493 +0.24007556614829273 +0.11432269199835787 +-0.05603180903229073 +1.0082306923981965 +-0.1109824632172054 +0.5763684263925728 +-0.4959949448499268 +0.37081293948326477 +-0.38496613967917337 +-0.4973454887667784 +-0.5411355014051326 +0.06192492887782947 +0.4878898703474146 +-0.5680124043915521 +-0.3394905750257864 +-0.19883581726719854 +0.19782316291148366 +0.22587405882823028 +-0.8437547589480243 +0.0672542398689483 +0.6232342930486341 +-0.02286522197893605 +0.644132594928981 +-0.1074654326807604 +0.24853393335410873 +0.22867602908709994 +0.343127966276626 +0.18393753352686915 +1.373184447621442 +-0.6238953460223429 +-0.18786794018132025 +0.4035775094215207 +-0.08851267501533461 +-0.4442651147655936 +-0.4954520132708896 +0.961870576110456 +-0.8556651038645006 +-0.36276260413582645 +-0.6776658645950016 +0.951602982347608 +0.08576150904203797 +-0.47343939957335157 +0.06249972873926976 +0.611401500632484 +0.7707685173558894 +0.3288997313533807 +0.26707232789058166 +-0.22823240677788342 +-0.7680452267840531 +0.11966721664747926 +0.1661030639296149 +1.1101629554384338 +0.37155920774983964 +-0.6170263141679012 +0.0924414736508528 +-0.49444055505092205 +-0.6898879329153009 +0.2025908937165083 +-0.23489655051392624 +-0.773688135524838 +0.05792052239555004 +-0.4109026464945147 +0.1419335651933454 +0.5125372225433561 +-0.09129894841301592 +-0.21536688716617425 +1.2062614062070813 +-0.35786423535151074 +0.7579823375536922 +-0.08262154832411839 +0.2423599945505808 +0.03783024608322842 +0.2091794849989493 +0.5357361704415856 +-0.4315067568407847 +-0.6185747292569689 +-0.20037903508025975 +0.6685757039070173 +-0.13608777351041335 +0.3185853647874508 +-1.3017185568219545 +-0.1802768403480968 +0.7047138111241452 +-0.51932705229306 +-1.0026031975922436 +0.31551478495178015 +0.630563199956399 +-0.027274181406505144 +0.2813985633868542 +-0.4376900033920303 +-0.39763142346707137 +0.7440055317897185 +-0.9584265542050172 +-0.476888449285937 +-0.3286567563671128 +-0.535068943494629 +0.23209239822286246 +0.20408206203781065 +-0.14549205550182115 +0.11649569347266894 +-0.20438551503648605 +0.3630218624994632 +0.02124086405735605 +0.7723838793330154 +-0.3073460633673726 +-0.4945106637223595 +0.5398519385527536 +0.11006645617930555 +-0.17301842810916845 +0.31968944474297556 +-0.7034623496534049 +0.6547238114057947 +0.49152274662892625 +0.8531696128847448 +-0.23255212757109725 +0.5733053612063289 +-0.07903976312777383 +-0.49876769164326984 +0.044089962837554245 +-0.5002641759373743 +0.8940333169115479 +0.21970086411168074 +0.05148980942849099 +-0.3669378490243967 +-1.4109238819467906 +0.3675596940909833 +-0.7678282305109971 +-0.3752292229125991 +-0.7257189658109389 +-0.4077647469239894 +0.6643819373695146 +0.8967359425661756 +0.6250924552110352 +1.4721663066691444 +0.15557060985278048 +0.6797877119719976 +0.5638817023496948 +-0.49795936327212653 +1.1679969337889344 +0.7124840539109278 +-0.5485100207013067 +0.3502824477549493 +0.05825704548261715 +0.06467139091475019 +0.8454137145068062 +0.7061863658604877 +0.8947066430257296 +-0.6177314616222676 +-0.5164936131837337 +-0.11289199101853499 +0.23983858297191732 +-0.09271146571931332 +-0.4477287806809848 +-0.28395559356845734 +0.777422906288106 +0.19019455244224415 +0.06577441405872744 +-0.3590381380579025 +0.011274404654865997 +-0.7119776691501933 +-0.0986747906431506 +0.20475914269459808 +-0.6697574673599765 +0.5498267813609654 +-0.45211278373857544 +0.4272664560718661 +0.29758361276216216 +-0.7045604337916056 +0.004917654352707912 +-0.6196002673558358 +-0.08031582704623733 +-0.9324181976975613 +-0.45613689092795295 +0.5652636730572919 +0.2506332866338288 +-0.8090263410558804 +-1.1032646348977755 +1.3934670094736807 +-0.5606224033165582 +-0.5409653408740264 +0.09824623420554668 +-0.7502937279740718 +0.10138389643579963 +0.23578252537807942 +1.3397689202128649 +0.8236644275893958 +0.09457410501641249 +-0.08981183957865772 +0.7409033780849181 +0.6087947637399282 +-0.5290842005530889 +-0.273597759176639 +1.0629301510207874 +-0.10213945320734934 +-0.8964279207557984 +0.20244644975820436 +-0.45768018174037817 +0.5998780079691172 +-0.44528862347248366 +1.9831114608947673 +-0.3926784391296792 +-0.33420127815792455 +0.3900082060632052 +0.3256907861438878 +0.8398751674618972 +0.5676938915198255 +-0.5188569140725213 +0.6255228875476841 +0.04106973084211702 +1.0014834700581938 +-0.8497734231258848 +-0.13325271795617388 +-0.0883307509843838 +-0.010858153754194522 +0.02955960823361188 +-0.37179895569191235 +-0.09981556834445206 +-0.5896475035279849 +-0.11434200800963226 +-1.2633105968816214 +0.6858828419088329 +0.609314153849762 +-0.7104442776761899 +0.033289271938499995 +1.1215273000209798 +-0.5275378754184806 +0.4745680810294579 +-0.586058786326187 +-0.11289199101853499 +-0.5893332314356634 +1.0849970358762058 +1.4415983559511718 +1.030821716410756 +0.16612169667856494 +0.6714086952330137 +0.024287264754961277 +0.07667633366756468 +-0.8503138848897007 +0.4697116082718503 +-0.8985393211106245 +-0.6829055069077911 +0.3146940320753824 +2.2537683693336876 +-0.553885204355204 +0.2240481764629816 +-0.1456396846115654 +0.07135755719496559 +0.1541594599487117 +-0.35044098274885643 +0.39258421253156306 +-0.23668952757292458 +0.3044213143425816 +-0.421207677798009 +0.8428213865238006 +-0.3230059466202394 +-0.8235643018444507 +-0.20180465943817538 +0.6620763546267163 +0.1833343878628652 +-0.5468945467448365 +-0.5395200090681153 +-0.36470997586717163 +0.7899166265576962 +-0.20180465943817538 +-0.5949157141431303 +0.8618291598485438 +0.017401577055394885 +-1.1572534713071494 +0.13616729989450468 +-0.8762084487971518 +-0.48001374055647505 +0.35380669814392585 +-0.07113684509690646 +0.9000050337207037 +0.8871721417063124 +-0.5512577441974031 +0.0587495565938336 +-0.6755166135874953 +-0.11116129520231287 +0.4428254714315488 +-0.639026544522534 +0.08611404593269227 +-0.4983607955165107 +0.4673871378532194 +0.5662529882799181 +-0.9384592173982224 +0.6141464624249187 +-0.14530016398899048 +1.5106436678825481 +-0.4193598169236793 +-0.1631523481886626 +-0.4784706860083847 +-0.5688366542349351 +1.0141248316888152 +-0.2952201714119314 +-1.028101758836858 +-0.7255554004467742 +0.11728899843147876 +-0.27452516606196786 +1.0771969341118586 +-0.04785414387514165 +0.2869192606766311 +-0.7566199228162156 +1.039053936967438 +0.08706883262416834 +0.35782745246292924 +-0.4744058811782177 +0.5052768503379594 +-0.7750840254398483 +1.3657281420399667 +0.7023487727882541 +-0.34447074407752043 +-0.7024604875305175 +-0.6544898654932713 +-0.8684990541385096 +0.001810045411709954 +-0.4384814220562903 +0.8655811370686045 +-0.1808092910732612 +0.5318619244156189 +-0.5252093196149793 +0.9113539413523242 +-0.5606899348488104 +0.30006196379092 +-0.10111107491771854 +-1.323818770632763 +0.2125692557298191 +0.6588851838318256 +-0.45976682654635015 +1.0129426888730677 +0.9807314103031743 +-0.10688850601784398 +0.7764466527122539 +0.8180870774821934 +-0.30552959548434694 +-0.9800991201616138 +1.3413706725645396 +-0.6644675811397944 +-0.47908236234262747 +0.21695091012607579 +-0.1399325268957654 +-0.8394967724445908 +0.13141491723624782 +1.07392265686459 +-0.7296390706398435 +0.11406468333221947 +-0.28415362597173044 +-0.6850971749205271 +-0.06742380011005633 +0.09024180245067237 +0.8860297313283259 +-0.7347959312227619 +-0.04009178463016714 +0.9633392362198538 +1.0390191803205187 +0.15623390735134476 +0.24955276256477432 +0.53438402402386 +0.17676577979451333 +-0.4060136737900807 +0.8338171860924798 +0.910403270292111 +0.08143299198576628 +-0.17564659377514008 +-0.4130103831115045 +-0.09428770873975703 +-0.498190677469102 +-1.0332481129795301 +0.11220104857611618 +0.046549901107391364 +-0.3178379661397591 +1.8370063454582035 +0.018539425647588814 +0.4771643849746232 +1.2241489086183954 +-0.7753124272463494 +-0.6683505767294391 +-0.5985018287297434 +-0.4578348890747448 +0.41294660031023944 +-0.36207411526546995 +1.4456886831381335 +-0.3567948981210922 +-0.11532623834315997 +1.4694575099388831 +-0.2570062475150239 +-0.2240242948959619 +0.11980740911248136 +-0.7585510994913784 +0.9221509026471535 +0.23480185203507517 +-0.08153466615870959 +0.04429596754739813 +-0.1655255474210369 +-0.6763924790384388 +0.5308020402879211 +-1.0833640477945785 +0.9052247749152653 +0.43976836053120716 +0.2901242398988811 +-0.5057291323274188 +-0.2291112969081468 +0.1851448239963127 +-0.8056668173315267 +-0.16093832071277728 +0.5722062063488789 +0.5325602542682092 +0.09605374738623362 +-0.7286223207109093 +0.5172178875190687 +0.6483969328731493 +-0.7932038168507238 +0.31054207349901364 +0.7499470647594892 +-0.340245154848943 +-0.9068072525123383 +0.8656342749507389 +0.5597836430759502 +-0.09896656501894119 +1.764783499638225 +0.9854507346087351 +-0.5494896898754749 +0.8552938132050825 +-0.31427421243300946 +-0.8298384817728565 +-0.38496613967917337 +-0.9070037704134339 +0.4961607576706203 +-0.9599543612519359 +-0.9146651166058883 +-1.0956663484481195 +0.7452240999054618 +-0.04224045841622856 +1.6105121273089984 +0.22865843790558252 +1.215621090345918 +0.13447659941100432 +1.6764937043930483 +0.6318795137425864 +0.46144747855153545 +0.30055092286478213 +0.17365187074175878 +0.3458132834024349 +0.0961108117311838 +0.20043153383300868 +0.04331786193817125 +0.6144185135127311 +-0.2919937557658667 +-0.6489629976121454 +1.7330814065121682 +-0.385173308911855 +-0.1902988588547449 +0.8709572462605021 +-0.12064422894995491 +0.04141043552543386 +-0.7753326179839336 +-0.690595438762308 +0.40136681402540186 +0.7438115322067784 +-0.3512218036052556 +0.3213120979884966 +-0.7194184712035661 +0.5561015360571004 +-0.579579656321978 +-0.8713500625926762 +1.1405915725799518 +0.07707939823466917 +0.6773987488110653 +-0.31072861287396436 +0.04106973084211702 +0.6552982825398532 +-0.7119776691501933 +0.27891723339274377 +0.8082847622531515 +0.48994799290151914 +0.23256344900023568 +0.42466900910192157 +-0.8480678913834856 +0.3527345735444368 +-0.034774094918389106 +-0.8723189094999435 +0.6707936937489536 +-0.39221719486349604 +-0.6669323661034832 +-1.1202106432318792 +0.31204731735617924 +0.019728584483734823 +-0.399483930553966 +-0.4954520132708896 +-0.5285247348171136 +-0.02230148461100838 +-1.3702303260765416 +0.3576397991104603 +0.4379882255138175 +1.6038029992026521 +0.21850087576289778 +-0.38628662556893834 +-0.7395262323783958 +0.30370148781804895 +-0.5820158199996831 +-0.497252658241662 +-0.17523021241173659 +1.1187639550350286 +0.4390009968975427 +-0.4372257291920809 +0.7710622589449889 +0.8391815279613577 +0.16239578253830034 +1.4670268251666008 +-0.15182555571639933 +-0.5352252469048628 +-0.25422767135319524 +0.1806082622287152 +0.6613666216965299 +0.38289527424536074 +0.7626705410507228 +-0.5890250961909209 +-0.46289730512974603 +-0.009293896302232603 +-0.10972660313994603 +0.6522302073265996 +0.4019003414007747 +0.5237463949227805 +0.45856520406980694 +-0.4334061682602877 +-0.32218549141618197 +-0.3536934581849929 +1.2015603737506264 +-0.2325164463730268 +0.7336315119618642 +0.15410110901605917 +0.9726481360496042 +0.7676473594169874 +0.5124013812643866 +-0.6515354929882289 +-0.25751688982283927 +0.28506310344454 +-0.27616466735905076 +-0.5317838373970483 +-0.24004309289305603 +-0.3390108624996158 +0.16805716125102044 +-0.4292169697992563 +0.714549546398489 +0.17584559816818696 +-0.5332559749688364 +-0.21206165360320925 +-0.44902789798207454 +-0.1206770761723388 +0.5105333468068557 +-1.1308114798527957 +0.4328157776434286 +-0.6065233137139032 +-0.4618917343181835 +-0.9713725452215817 +-0.8166362306315594 +0.31363878117263133 +-0.7569291262080967 +-0.31207211624992437 +-0.6549041538307945 +-0.5128396565295273 +1.2908036257693942 +0.8279259040553327 +-0.50240695020015 +0.7126514080468163 +-0.5991298567715763 +-0.7155984449111704 +-0.7425609696097647 +0.619489870500219 +-0.6936351505263828 +0.5937189299246235 +0.09964822683186425 +-0.3752292229125991 +1.1775287508090233 +-0.7760892842336476 +0.7503874542145965 +0.2926703040288382 +0.5331422176463356 +0.7148205757046193 +-0.7404125799182889 +-1.1894208501617185 +0.11052540547455958 +1.6362216478765375 +-0.5907973858624951 +-0.3394905750257864 +0.5843753605799915 +0.5483993100648887 +-0.5222515411444009 +0.009637885000948518 +0.8322011641616127 +0.56505095009808 +1.052134160772096 +-0.4482956450510877 +-0.921002416202589 +-0.36078783009631743 +0.5259511095625702 +-0.1777628925421902 +-0.9245165329799461 +-0.5846680174760748 +-0.45170945496802756 +1.8607040338824623 +0.5548812358568784 +-0.6550905340864388 +-0.577294279625003 +0.14787047609403864 +-0.37047683562207656 +0.22764131113050956 +-0.5742407875561453 +-0.6395274173452423 +-0.8705538057829629 +0.47544615535728796 +-0.6765008167463291 +0.5585366390712448 +0.3638741292006823 +0.6655778506629837 +-0.5330079738108974 +-0.38551775315142167 +1.0035888377768136 +0.026664268645975105 +0.9367243481556529 +-0.6484934772694606 +0.14680151877216033 +0.6329801866399994 +-0.05196202264628169 +-0.18756187975933264 +1.1401814212996542 +-0.23940427240793813 +0.11330628538435022 +0.6365175806297114 +-0.5002506760843447 +-0.4834052175948534 +-0.23052635182700298 +0.07993419409694054 +-0.7913640505209935 +-0.40633230675187015 +-0.7785583464545516 +0.26972112828215 +0.5975875402135521 +0.4847405775743139 +-0.6015442600789078 +0.6599939284419081 +-0.19841092395102264 +-0.8204965712830941 +0.18364260364379423 +-0.5744198058817707 +1.0233793967870861 +0.09171327763713621 +-1.0026031975922436 +-0.3358096139892059 +-0.6240103741932681 +0.08042469294599289 +-0.6315385491875403 +0.1318040689353288 +0.08093064339831921 +-0.6998826893073347 +0.4396713837463897 +0.3984641852144597 +0.35698580876134567 +-0.3391141510727591 +-0.5327827612158479 +-0.8435049129846484 +-0.6882195274623183 +0.23909583139223609 +0.04657339893530069 +-0.26892583922467733 +-0.6152612191426549 +-0.17700939149025272 +0.6647720062466451 +-0.0031240623891726008 +1.0359883809072574 +1.028003334863745 +-0.5985018287297434 +-0.15242806845250984 +0.23368851720980488 +0.14733284313394293 +-1.1903525867500153 +0.482920037179275 +0.9014217479174935 +0.3769430580830355 +-0.9364925227280831 +-0.6478822406956646 +0.4601600229293369 +-0.07016606751215995 +-0.12510855145749195 +0.12925648810282864 +1.0258264787736582 +-0.823901188521519 +0.5915561646394623 +-0.16161941362393173 +-0.29483173959289244 +0.5038683315565123 +-0.4544423715750867 +-0.8877769253418444 +0.016475708080189555 +0.9530441919571089 +-0.5120818416660409 +-0.5180627038055327 +0.006260994125175001 +1.2291734099283298 +-0.13942469848482467 +-1.0425876999205892 +-0.5283586850888069 +-0.5579229541924203 +0.526091788935291 +0.13729066613325142 +-0.7637396657865384 +0.39044027266411896 +1.074725943045573 +-0.030593341405796698 +0.40301421202515997 +1.494311880230853 +0.7411536183383405 +0.4640815485499076 +0.116320683669902 +-0.8522427609937593 +-0.5443160632888682 +0.0020463449802613914 +-0.5485596045175015 +0.1715554013396337 +-0.7916646679223367 +-0.9091365781845548 +-0.4113994985211856 +-0.3016328891054989 +0.023289114843656936 +0.12596496790774292 +0.17847079937805813 +1.5873974595468965 +-0.16398620716808127 +-0.9615934369103468 +0.22553488871785096 +-1.036956176577142 +-1.2527326561529828 +1.3178724945853 +0.09661704393552793 +-0.5201289817369082 +0.8883066163164446 +-0.7088070534506545 +0.19780106058781471 +0.22707637632654776 +0.07238966209270806 +0.5937329695601581 +-0.7678748970554002 +-0.5386321784765852 +-0.4739041036217816 +-0.43118473880944985 +0.931264682189174 +1.0554585901474112 +0.12163444524716856 +-0.642555105196897 +1.0846398838710969 +-0.14429322609896014 +0.15039795336168857 +-0.9121509504889865 +0.34996672370674636 +0.4454142962710602 +-0.8964279207557984 +0.05148980942849099 +-0.11468173344290196 +-0.21055857501986264 +-1.0373711646489634 +1.04409559652329 +0.5148302978219427 +1.1429193876523147 +-0.4771329109215354 +1.1194323177089516 +-0.8461001213281666 +0.38021159580635067 +0.3942333102305202 +0.46618787768987313 +0.037137477780289724 +0.07073516120572515 +0.31452960999420443 +0.8029447818986154 +0.40608221216800333 +-0.0816682525814515 +-0.2230796282890235 +-0.2890770859469044 +0.22383878742235516 +0.6854624024005028 +1.0639031384551818 +0.11069722092208305 +-0.2342211441747058 +-0.711137503099595 +1.2770545866630651 +-0.4434158095703918 +0.2467975090875995 +1.7639775257138657 +0.19207434983081392 +0.9862394738085656 +-0.16578414112218728 +0.5512086566031525 +-0.4198493559695803 +-0.44246701957641377 +0.30816719828045525 +0.8764520952238887 +1.2274915956191406 +0.5566091986405127 +0.24222074045650013 +0.1344877593688169 +0.5862700486666494 +-0.6984771288702478 +-1.1112215059560346 +-0.5985018287297434 +-0.5163400117398924 +1.3700732740868038 +-0.5443160632888682 +0.24060944392287364 +-0.29850057109378997 +0.7548302970623565 +-0.3417537345805291 +-0.12872370857515658 +1.0750674019153996 +0.9119235192582391 +0.06082523513791113 +-0.14690833356312893 +0.07960191193748642 +-0.70089262991026 +0.7474132683850278 +-0.44340488256110394 +0.5260289390378466 +0.13848550058252868 +-0.9616086971651872 +-0.020781994547535237 +0.3448993043770916 +-0.2172036608423293 +0.8929384801599163 +0.8922604187551159 +0.3740925575798174 +1.0681450141229851 +-0.5945424761158994 +-0.5786468463565915 +0.22875921992531634 +-0.3391141510727591 +1.3624080347472018 +0.05967625195541257 +0.29558606731087556 +0.9350996742147343 +0.23700193358426314 +-1.0037063434246876 +-0.3841439266083951 +0.15882609435822548 +-0.41776212775316585 +-1.1576408812811376 +1.2029480957367462 +1.2747272051016645 +-0.4814842662729722 +0.3144582721807002 +1.1275489317954004 +0.48981345408153687 +-0.18265501118413668 +-0.18365726658211226 +0.033986041640487005 +-0.22608001356862661 +-0.8406464039588494 +-0.1953121370721232 +-0.39326007949049196 +-0.8840252540218128 +0.4029973310551439 +-0.9983256231978223 +-0.6676988001825068 +0.2590487158509013 +1.9767990403603628 +-0.17045340700442022 +0.6075100722487188 +-1.353572017035918 +1.5478266358924717 +-0.25273475465301964 +0.21101712911641105 +-0.6468887409500521 +-0.03967151941450964 +-0.5886655225360726 +-0.6196193266932145 +-1.2515101093237488 +0.12396181301429515 +1.2514435465228002 +0.628884315924006 +-0.5234649928830957 +-0.31256712528329167 +0.24010849936018394 +0.11628055427418613 +0.9123586195008135 +1.0318076303376629 +0.4026334486768658 +-0.13166562929050996 +0.3139909984836835 +-0.5544627455164659 +0.3880181461208242 +-0.08734767962263608 +-0.12913000542414582 +0.13097239919363485 +0.19019455244224415 +0.3182563853590472 +0.7573088051397691 +0.18652740090224865 +0.7021592093960904 +-0.14184054682405728 +0.7141772347296358 +0.01844455293409425 +0.37879680689264483 +0.898100891497793 +0.01833362172177984 +-0.4492668724696782 +0.321291598863498 +0.23480185203507517 +0.7045429058707632 +0.45113226356959446 +0.49289255949621347 +0.7837189476588692 +-0.05974386584037333 +1.16553463913583 +-0.4702678346571532 +-0.5949157141431303 +0.7731829993628478 +-0.6819613007075533 +1.4486852199292304 +-0.10213945320734934 +-0.5212914838072646 +0.19576823471712876 +0.5021637264403542 +0.380454917325349 +1.4306900872457256 +0.4518251384410693 +0.22248368576991714 +-0.8762084487971518 +-0.27485988545276496 +0.91796823952096 +-0.7716741105470912 +-0.09300070396966266 +-0.8527882712621303 +0.2725171271453072 +-0.262566742312208 +-0.37595646467178645 +-0.8299285593118244 +1.265931198672806 +0.6119325005189022 +0.3632047694336569 +0.08638263006736462 +-0.4792675445913187 +-0.06991650946918289 +0.13935742773162016 +0.5176489843861029 +-0.27404753030624573 +-0.710788461177984 +-0.010546486093023916 +0.3816883179922976 +-0.8086887326877188 +-0.7998971159683886 +0.1642511301591576 +-0.7018794755852225 +0.4155763505666843 +0.5508391696684781 +-0.4085048518085186 +-0.459470148008565 +0.6794282182094549 +-0.22755070865255236 +0.802146586538746 +0.07973146506928712 +0.4759191971778649 +1.0149803912119115 +0.27533597631738005 +0.5859315696424987 +0.10702227228282407 +-0.28876647026561836 +-0.6074827803046082 +-0.25592372184077417 +1.133820151706256 +-0.5443564975054433 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_bias_1 b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_bias_1 new file mode 100644 index 0000000..490e8bd --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_bias_1 @@ -0,0 +1,2175 @@ +-0.33379137768540784 +-1.412670985815446 +0.5909842887055872 +-0.4887246767071753 +-0.5728693071886701 +1.2494419360863467 +-0.8085223900323366 +-0.3896179096044918 +-0.8203481093998797 +0.3525207409715042 +1.0357418221012498 +-1.0737339186840107 +-0.40051507036051376 +-0.39824044506609085 +-0.8103891943592176 +-0.7925709300414454 +-0.36181202750423797 +-0.37670457028518894 +-0.539756799650603 +-0.4850713502557111 +-0.7719372804222582 +-0.26684001096168936 +-0.22292212777698833 +1.0374501653821813 +0.033638385796070036 +-0.7146095244087836 +-0.507210380879054 +0.6265489422863186 +-0.8833679076031489 +-0.8765671083209614 +-0.5558217319764869 +0.5754610486840395 +-0.6133177340167015 +0.2209281415686033 +1.4167712344454515 +0.9482415515357052 +1.6120801679265966 +-0.7209320757882782 +-0.45846660476273476 +-0.47693325303509154 +0.9069308698448684 +-0.46541340114046076 +-0.5493486112493391 +0.6321115256919199 +-0.38173348248824296 +0.6537616597933948 +1.3355416746808153 +0.24833099093411645 +0.23789344846494115 +0.17951273496737644 +0.8357703783460699 +-0.6740416900869284 +0.5145414278729055 +0.10760073836965758 +-0.3459257113317776 +0.4884812974863295 +0.3731502981172957 +-0.5913777806786868 +1.030628385478694 +-1.034197931979843 +0.8512206350555771 +0.6508265188110056 +-0.630955213813637 +-0.41942628750911287 +0.8695551614612622 +-0.13384478508156616 +0.6949571179042318 +-0.8276270775859143 +1.5526832662656136 +-1.0371848585887373 +-0.048168776051033924 +-0.8013377816859986 +0.7160875674472984 +0.044733713693770494 +-0.2338532562910533 +0.18020459384078763 +0.3286220378506558 +-0.4070059631732666 +0.752110483232642 +0.20003840534495845 +0.2128860088904855 +-0.296857882566584 +-0.8108429863891653 +-0.47693325303509154 +-0.4175339670384936 +0.5850952189779597 +0.16711881532405043 +0.12058570611448252 +-1.1110180854205154 +0.551660230352897 +-0.7160654055634288 +-0.09660056991215024 +0.7787203109791456 +-0.17545127957474943 +-0.9432578170141503 +-0.2698618296554796 +0.579730971652991 +0.7333529801119929 +1.5076117109811864 +0.42870162660739164 +0.6433407570490988 +-0.1241123200474396 +0.0028493861564730105 +-0.5895416998105214 +-0.7720219080872266 +-1.3502331992004803 +0.8831245265321181 +0.8422881232240225 +0.9889662224922748 +0.01792154459823092 +-1.1247470855512767 +-0.5564911113518882 +0.4360224744592364 +-0.31986175309671 +-0.049865756811742545 +0.2172054585140501 +-0.16799861223216067 +-0.4180191525549261 +-1.0013746124324796 +-0.26565172120176583 +0.8358079309299598 +0.7275993895735944 +-0.4643539928016733 +-0.917890022500139 +-0.7146095244087836 +-0.6972733809058744 +-0.6053871147648437 +0.29462360257312653 +1.0563115119795918 +-0.48888267015182035 +-0.2271015165501727 +1.4163350086600555 +0.8944013641783186 +0.4582342413673646 +-0.6519492265668752 +1.4132764768264734 +-1.2370362849509269 +0.9511605141041417 +-0.47534539101167156 +-0.22724758567490871 +1.9598671829346315 +-0.1720718475795205 +-0.17663871803566017 +-0.02311180456709111 +-0.5475741844834974 +0.7824861825924119 +0.2717337304861449 +0.38134646577109144 +-0.6730601324667764 +-0.26871564535879566 +0.6708133727194554 +1.3019286276872999 +-0.916208625568512 +-0.5586153335135893 +0.1924817938344162 +0.44017655616679524 +1.3020331900895181 +0.9494850990166435 +0.6937283061773363 +-0.14789405553981666 +0.7625123651704682 +-0.2677364028088039 +-0.21208395878077974 +-0.2914186186554826 +1.0640519235471888 +-0.0642952779116352 +-0.04758477382065124 +1.2878049351013099 +0.43820610882339406 +-0.4429286575039771 +-0.9648814537684909 +-0.10582564127523808 +-0.13597095089207245 +0.20817867694735998 +-0.9920272524340275 +-0.6045010213615867 +-0.248701674642005 +-0.4789423486605205 +-0.6049361475244168 +0.42695647376041174 +0.595762184410028 +-0.7653816246948582 +0.2316765523469244 +0.9447939072593448 +-0.42521767713608777 +-0.35582895830181044 +0.15807248667903445 +-0.07511421728546314 +0.6364812207210158 +-0.008842974298286177 +0.5550875841935538 +0.19891337698731723 +-0.42154620938250437 +-0.1277280842252782 +0.946116006393489 +-0.1788622056200318 +-0.5777406404767467 +-1.0724110416107864 +-0.12004296362384564 +-1.0713501955913343 +0.8406126338319986 +0.5995859415589624 +1.0973676909979775 +0.04841054865297115 +1.0647774135872388 +-0.03186752075998034 +0.3238707749634385 +-0.20273412145080688 +1.0728138890578496 +0.24998232630902267 +-0.3525351999554804 +1.2575353735220798 +-0.426683292534571 +-0.7146095244087836 +-0.26765902335747843 +-0.7755896344832396 +0.016946288385835714 +0.35315078506905595 +-0.5088710737831519 +1.5078493469025185 +-0.27086826674045367 +-0.5587892326221882 +0.34651938604918836 +-0.5787730624462386 +-0.3483914250545671 +-0.19682532554400273 +-0.4454140775537148 +-0.3785958473230073 +0.09206463239418113 +0.8786926687551901 +0.4801794834035717 +-0.006844575691073551 +0.5084823387461956 +0.4919546803228065 +0.03590840107772139 +0.6602234261745716 +0.6051051663426963 +0.9268556647916544 +0.11838603745874128 +1.2924861243409589 +-0.010935955337271791 +-0.560746242827501 +-0.11754233908508266 +0.2055219793037116 +-0.45336159172861185 +-0.250650137253073 +0.3714254494307113 +-0.8892055909008574 +-0.369175516913206 +0.5253388698140052 +-0.3692263477165448 +0.1922349997695029 +0.6690336115529496 +-0.656811648103276 +1.7113247283299382 +0.24239037463597615 +-1.054954506313701 +0.26564749678800914 +-0.287585464466621 +-0.44256230945205016 +-0.8403993885226002 +1.2989896627655302 +0.25921016705999844 +0.38856237066668226 +0.45992066518751706 +-0.6111874199452736 +0.684962704205117 +0.5605799631829496 +0.2847116087158289 +-0.7872921964095263 +1.1723119808793174 +0.542530390393424 +-0.2809333471395701 +-1.330323007709836 +-0.5984103784526948 +0.20090266206868426 +-0.4582523251397314 +-0.8531430831927902 +1.5617490072669755 +0.42408933175332747 +0.8482115902926346 +-0.7515245965592576 +-0.3160280768909048 +-0.16989479437664873 +0.09253652977994592 +0.5558741800840397 +0.3364082490179755 +0.41632852192638364 +0.764725223449396 +1.180473496814616 +-0.6034649645216541 +-0.6972733809058744 +-0.14553655426962264 +1.2012896355830025 +-0.16140822788720416 +0.16027960498545735 +1.0694472759973574 +0.8600792010193941 +-0.24819373801933947 +-0.1713994302129498 +0.4462064582535234 +0.8807236080088323 +-1.0604544510800316 +-0.13719493398207783 +-0.5495454686673975 +-0.4420654266033563 +0.26115914054737055 +0.28868549375639124 +-0.23204506112063505 +-0.10024149985316994 +0.8019357938192013 +0.5216371760472225 +1.730387936655387 +-0.5581885084599532 +0.8888321186257333 +0.8292334528637582 +1.5580441314773574 +1.1518094579175961 +0.5687009829841845 +-0.9187348492843175 +-0.9955471883110507 +-0.2057299176546048 +0.46114476635155466 +-0.42492523482209726 +-0.769503646346662 +-0.5155513576178321 +-0.2954199581203298 +-1.3482919379140044 +0.013089020698860893 +-0.48107387965815535 +-0.3574910593522936 +0.8123345335748109 +-0.8503871927275208 +-0.802799790679616 +-0.035838496516284735 +-0.3400860712385197 +0.7727952055086149 +-0.685333579680188 +0.8123934632017107 +-0.9410553285865182 +0.2901552987152002 +0.1355202854307584 +-0.2967256500203877 +-0.2761726776788026 +2.0561497446649537 +-0.08105038278373836 +0.6708117102841322 +0.5948895322955634 +0.6107335621650332 +0.9304154111270395 +-0.19055070415460923 +-0.6415383910880708 +-0.7901588883313047 +0.400983873870676 +0.9284055462246736 +1.618511327074604 +-0.6248470893882732 +0.2132164600190198 +-0.2577155467282042 +0.07309970407874347 +0.3853516106651669 +-0.929478350410647 +-0.39778120989491456 +-0.830361082664234 +0.2240449094763318 +-0.554516030464397 +0.47906118050196994 +-0.5537654856328087 +-0.4562820291483652 +0.125531183764404 +-0.4135887042994821 +-1.2388311134381635 +-0.20488537019422698 +-0.22884729263256115 +-1.0000522101044234 +-0.6769816690241941 +0.16852257368853088 +-0.06436996487448787 +0.7674636011334912 +0.2831795471174159 +0.3118812567477983 +1.0083805284083136 +0.1388007985608655 +0.3845316848186626 +-0.6668130362151883 +1.079813563230748 +1.127983121254223 +-0.4389496985323917 +0.9906772831923665 +0.9140293076238153 +1.5666732435743267 +1.2824671557350384 +1.4960401895931958 +0.14773868985681254 +0.5553317158898068 +-0.05687928082157129 +0.11022437551450104 +-0.5184014335602805 +-0.050807538882439746 +0.7824214437846353 +-0.7253542865856577 +0.7993094778335463 +-0.12845479997539855 +-0.3921190995001668 +-0.1475921190949418 +-0.22589576807878026 +-0.8853488020016216 +1.6247445118409494 +-0.46532119023720725 +-0.2255053377890412 +0.8779294706929341 +1.2412342969552363 +0.7316910831012267 +-0.6554680539419198 +0.8488960900713454 +-0.4196850416742091 +0.6010581984569943 +1.160985065270527 +0.07994648676158159 +0.00210073882318923 +-0.41356210051363435 +-0.22048590074662583 +0.2735969334161713 +0.31553150358798776 +-0.49260451490626894 +0.5493201220099807 +1.154010766655262 +1.337619624593264 +-1.1246806069918849 +-0.11891920293391622 +0.5291654134187589 +1.054971059224818 +1.6132026613448671 +-0.5070401590465841 +0.15719460364716753 +-1.0807537981808777 +0.25623598321423546 +-0.39444398037079914 +-1.044549835534074 +-0.2205422687165018 +0.1049231610502667 +-0.857622345040107 +-0.47475414216788764 +0.3697032637897703 +0.40619670465500624 +1.3703802413212043 +-1.2019227425703158 +-0.5566403000958731 +-0.021801982308421647 +0.2944848216717728 +-0.4451306444958207 +-0.6146335904360869 +-0.18181706300395345 +-0.3127442478418786 +-0.17132145533189674 +1.109454161757246 +0.5551433071735763 +-0.9618094124967571 +0.7802249510328685 +-0.8853488020016216 +0.66177784351652 +0.4142670611853566 +0.06851851696578401 +0.46295835238064825 +0.35820407985666547 +0.34382485216472225 +-4.4414737893905265E-6 +-0.36015718191425994 +0.10204165525713482 +0.45660412013124396 +0.4343121240067687 +-0.5056018352782807 +0.09816262627312598 +0.057207443763150775 +-1.280459834299053 +1.1961515307517092 +-0.33525963051911495 +0.1774318765020422 +0.6193750211052749 +-0.15841223042428193 +1.0310543247244381 +-0.10479158675635042 +0.9764091969325086 +0.29278605165272276 +1.3304289685870037 +-0.44095194434842994 +-0.9104244234505918 +-0.5062364302059588 +-0.3200178970294908 +-0.3407743564357053 +-0.2232403224411798 +0.8234835183424447 +-1.069461213443242 +0.6800155551872118 +-1.1778510788083894 +0.5485310787510314 +0.09351783027867469 +1.0681851498041925 +-0.8000346815308763 +-0.1663722358190461 +-0.21133265247638305 +0.07862129805546253 +-0.9912632647182422 +0.6034500937462592 +0.44486540272360886 +0.3642683450681839 +-0.6220983721229862 +0.5667250038614879 +0.5230955535917267 +-0.8186518222766432 +-0.07587723523528053 +-0.07840080098946 +-0.8835760687963083 +-0.21768705499798213 +1.5935133049295063 +-0.3317620326629866 +-0.8454310785314099 +-0.8335978514075741 +0.12769701786265858 +0.39067662340189485 +0.24499760918222074 +1.3800042159741202 +0.04298588507122242 +-0.5798752922129096 +-0.4885269428813374 +-0.2613167641827571 +-0.6434304067231573 +1.2574227037214856 +0.2783988099099759 +-0.1757001768310743 +0.7407886183473396 +1.2192254218981393 +0.775606982381507 +-0.05993142178760469 +-0.5552914507126498 +-0.18404969060533688 +-0.3178530070789067 +-0.1475921190949418 +0.324885616880485 +0.03496015024719193 +0.5518144686944328 +0.23124786019728494 +-0.08756384555025892 +-0.43875690586034183 +-0.48440344899312177 +-1.0137224727405174 +0.587342466294599 +-0.2128260244502193 +0.9313238299211157 +0.022591061928509765 +-0.05265622615485083 +0.09432882155509607 +0.7510680667251366 +1.2386671814064467 +-0.6332657640760742 +-0.7422866346768815 +-0.38693436374654605 +-0.5962665812751569 +-0.7390725047651043 +-0.09201815757222856 +0.47256980835620715 +0.24396480029344564 +0.32994722753260164 +-0.25217381415856216 +-0.3777744151124512 +0.6377986176436692 +-0.39111882662286485 +-0.5044857524841018 +-0.8345769907540326 +0.9567232203449803 +0.20924072715600484 +0.12658641670199478 +-0.2764367069503265 +-0.5416948193135398 +0.37840364148663785 +-0.0444228653622068 +1.1088611442406973 +0.44881385128673196 +0.9979610198267759 +-0.6813646839253096 +-0.4389248316820749 +0.44230060273009403 +-4.6384881265471023E-4 +1.0315427532731907 +-0.21754755973409362 +0.4146577935226269 +-0.7722218526247162 +-0.5275035651667164 +-0.77904752076584 +-0.6340884013548238 +-0.49034662139714863 +0.4302032354840281 +-0.4101936528444475 +-0.7814871223579498 +1.828223354325065 +1.6826081779618092 +0.7501112450679408 +-0.09911070613586453 +-0.05761700565989203 +-0.37437270712337306 +0.6881090058329724 +0.9500553340322249 +-0.7750187206747035 +-0.7436086741254535 +-0.3019208912237869 +-0.019068108055278032 +0.9056572390051987 +-0.2620442410096803 +0.003800231727545317 +0.6187247134002902 +-0.3058015939223729 +1.0046779553708867 +-0.6327350131489224 +0.46846200539781974 +-0.4562820291483652 +1.0552529197910996 +-0.5054856196593995 +-0.418626304339572 +0.025654414074655713 +-0.6634063865722752 +0.3348115659272535 +-0.5896258455859822 +1.057754405278082 +0.20283965657358696 +0.8162209870239663 +0.36178405623203447 +-0.2203911412905472 +1.0922260376896706 +0.07617216802761209 +0.08093990552692981 +-0.8198553181356454 +0.47364614089425755 +-0.9200727903047334 +0.1239327094610139 +0.8026398801748329 +-0.7533918487336821 +-0.3880692752938713 +-0.6399730795339216 +-0.69544075227634 +0.013592158873187765 +0.20627979268503754 +0.8342724786024345 +1.2047263114418107 +0.1915499105061207 +-0.5564911113518882 +-0.3717449519136293 +-0.6658961676990092 +0.48078221252302816 +-0.3255317653845601 +-0.5675234347818603 +0.555092300780317 +0.08217712117457529 +0.3735555730740495 +1.2844491192731267 +-0.8450290848497637 +-0.46743732038691627 +0.5657567180632308 +0.5829818260786298 +-0.9410553285865182 +-0.19791431485027383 +-0.5084317101828872 +0.5418932562201817 +-0.17255645785100965 +1.5071583582648167 +-0.13412110583229714 +-1.2161996716498615 +1.2494230481481436 +-0.6489033874141195 +-0.876328118047428 +-0.8873545971315684 +-0.40865625197223104 +0.9570547248215344 +0.7359295848532457 +0.3215505422108283 +-0.2816071010429294 +-0.12997593636760296 +0.7311291775177993 +-1.0329591296585985 +-0.041686863278946495 +1.7879365673405512 +-0.568655658959583 +0.9300562636877323 +-0.09689594873658 +0.5620574595128696 +0.0725899132641217 +0.1771653805315891 +0.6103059107114883 +1.1502353457327836 +-0.7241524413485796 +-1.2155080968414014 +-0.29054251564660205 +-0.4545016233258224 +0.51902683337353 +-0.7720219080872266 +0.25084192032254343 +0.5235807822813514 +0.690282642419181 +0.08676544302748958 +-0.7368488449606796 +0.8666257870632383 +-0.4665657976480561 +0.01940130884894925 +0.5983621870043485 +-1.4230680085167826 +-0.23002698484705486 +-0.5329748728674417 +-1.1538865417312536 +0.46825754694682914 +-0.8853488020016216 +-0.4768243077576458 +1.0621276512029116 +-0.696793841970019 +1.3909815809559654 +-0.5395174012965676 +-0.3444222235947903 +-0.1646566045777389 +0.6338631145607785 +-0.4212460180425211 +0.8051235346714385 +0.5496570693490326 +1.0332428921692525 +0.07709108157751174 +0.029633514094236243 +-0.7920716524023259 +-1.143429971819168 +-0.009118746284787899 +-0.49111631955103213 +0.6112320841884027 +-0.49063140051109094 +-0.9166371225859304 +-0.33196862927571913 +0.016946288385835714 +1.361845708127097 +-0.16140822788720416 +1.1234007074962242 +-0.2892057234065332 +0.6378958706127422 +0.7820825730701095 +0.44908834064680764 +0.130099332583888 +-0.35039832241207297 +0.3939427352236485 +-0.6171940053940659 +0.8519685821922682 +-0.7288542339945061 +-0.5089653053028202 +0.5648756756137339 +0.9941607695620858 +-0.915998991805675 +-0.3692263477165448 +0.6607846779373181 +-0.13478174157767703 +-0.8997165367218556 +1.1508579263336158 +-0.9003193653423451 +0.72153082214757 +1.0502372875306076 +-0.20296283459753622 +-0.4351267319848325 +-0.7314911455613615 +0.9620816536103942 +1.314432857413965 +1.048145944143137 +-0.35088367713357876 +-0.577166589110579 +-0.07560576897071675 +0.45014009141886313 +-0.3896179096044918 +-0.41312054259836634 +-0.3849417314354419 +-0.6973837341618536 +0.48609995141570383 +0.20258133463444478 +-0.5374054787150384 +-0.07896802462031416 +0.13110385311602368 +-0.6351730687523194 +1.0443977523647179 +-0.8468378384150526 +0.401551261137225 +-0.5366342320790292 +0.1859227698937139 +-1.1197953510787202 +1.354249182266963 +0.9843698051103533 +-1.1561196500210993 +0.05225883233533232 +0.18486130682063245 +-0.295578472495031 +1.1276288242555685 +0.34724646861442593 +1.3235204651148762 +0.07407060036910332 +-1.1797010344758903 +0.9887653020090221 +0.67242455844187 +-0.7215435895210154 +1.0432515334105554 +-0.3754278022285504 +-0.5475093880258051 +0.557702907310019 +-0.3255317653845601 +0.8317873652903278 +1.150030895726413 +1.1195351923667565 +1.0170537466907001 +-0.2731940194460021 +-1.0159616080647045 +-0.7249095103604895 +0.30384009028334963 +-0.9036663676136638 +1.0850059616521088 +1.4199425762806808 +1.1179718161059686 +1.1481231121321194 +-0.6004701200960787 +0.15699096953365824 +-0.5651774065459807 +0.6246151677679479 +0.4967838270971087 +0.19944316627790656 +0.06467744539783335 +-0.7701930018531311 +-0.5426629108824383 +0.8762957274676353 +-0.9205960049480373 +-0.06919556446613817 +0.45354923564279326 +-0.6791163821301194 +-0.7833373090336093 +-0.18458565435519186 +0.7660698735938418 +-0.18177400203256405 +0.6995610620144379 +0.23561186579734766 +-0.12276668191550028 +0.7387261044012594 +1.1182986425572188 +-1.099899281934867 +0.8079040018998696 +0.603638135900459 +-0.527710102595462 +-0.33049546319854334 +0.887816130236134 +0.2838556907225057 +-1.2370362849509269 +0.4058379661654004 +0.9387823798475061 +1.2526140790954374 +0.298737724298064 +0.7531194778950356 +-0.6646752538044642 +0.1611901346616899 +1.1312347841627337 +0.9153261323446491 +0.7146873041394854 +-0.394442714105164 +0.1696083689273173 +0.40555591623874976 +1.1175508262227818 +1.5716735830876505 +-0.3111286605885936 +-1.265116686592471 +0.9743556356369016 +0.686747823107517 +1.0624965262510933 +1.5076969069967068 +-0.4679403062266014 +-0.36617011981955633 +-0.09869194324165703 +1.8716138278396504 +-0.5514909494126015 +-0.96730264621841 +-0.5197587264309844 +0.38653990632539514 +-0.6300937177296777 +1.1805463124569926 +-0.3096450930704116 +-0.9495722892703651 +-0.3918720848496406 +-0.12310218999829076 +-1.1509671599479165 +1.0651504816505986 +0.7448595790211363 +-0.8189890444484809 +-0.4221434191390058 +0.05173556876203289 +-0.2640191542469096 +0.002935963779115258 +0.7371578365218265 +0.8784704027121444 +-0.655479315691927 +-0.9846575317663744 +-0.4732927734671995 +-0.48517102247768745 +-0.9450198791097397 +-0.47898333493136075 +-0.7552541998906153 +-0.07116495532143505 +-0.8282937514836566 +-1.020459756129446 +0.6224175897067854 +0.2886237586299217 +-0.7918848370491847 +0.6880097125511291 +1.529260954911142 +-0.6604708758420794 +1.0796861568994556 +0.3727209446066731 +-0.4054004611108902 +1.1706297454830277 +-0.3626831615033213 +-0.5011000221859525 +-0.3729266124297033 +-0.5172722503774456 +-0.5193047750260309 +0.5625617322744342 +0.33946671627045444 +-0.431058640615083 +0.06697444664432287 +-0.7039535439540019 +-0.3777202624077956 +-1.0992437831671467 +-0.7243982676003191 +0.2778790888472548 +-0.4194100012342458 +0.023123146610420947 +-0.5460167589805989 +-0.38484359748426394 +-0.012951146176140016 +-0.2269936933297933 +-0.5159610219268522 +0.2619825864174982 +0.5064309416160764 +-0.5027437264307897 +-0.6055970320169792 +-0.22097586957677423 +0.35334104845743275 +0.6430401815834463 +-0.5784798778646825 +0.1433631810149386 +-0.45683772251445415 +-0.4389248316820749 +-0.6923676357499495 +-0.902210646100305 +1.987895289518276 +0.06838731175881478 +0.41015782543346807 +-0.6476260151795277 +-0.6730630117984566 +0.7276655376232337 +-0.4454140775537148 +0.4129515993447317 +-0.17663871803566017 +0.9274859731174019 +0.13140301876965996 +-0.1905322047067356 +0.7784705444716344 +-1.0811832296203288 +-0.48136830702243466 +0.08331531770942266 +0.8156142630198764 +-0.2645441814452989 +1.136934223576518 +0.8790964793498754 +-0.03265263102485505 +1.0133823167017968 +-0.6641391631807703 +0.035696735511127536 +-0.5592046643182207 +0.16284432816375763 +0.17044209079674627 +0.33053963865476915 +-0.8068057270757947 +0.11289114737503977 +-0.09838381749450004 +-1.0524308807040115 +-0.7022758869119972 +0.12527717262463456 +0.09925663083651087 +-1.0311460445109035 +-0.6497437251997917 +0.17471959026332376 +-0.3850693555104066 +-0.5641394452214235 +0.8098473243586459 +0.9445926848463009 +0.3025451486190095 +-0.828436762976305 +-0.8273422416659595 +-0.876328118047428 +-0.16935396662194646 +-0.8765034521699164 +0.22339708919967896 +-0.36197646003174866 +-0.029478231301286295 +1.4254841594368608 +0.03725427887339447 +0.5941233342957273 +0.13207505276256626 +0.16403360025896968 +-0.09348860066527645 +0.9154399601953904 +-1.4458134350526763 +1.2964646275492182 +-0.5040399407297025 +1.330676660450156 +0.4436471816414161 +1.1525184612765875 +-0.02353565254506884 +0.24106376287149764 +0.41105495999493613 +0.2967450553072249 +1.7229662931517318 +-1.0161245787785056 +0.9191738071343565 +-0.5562944721562904 +-0.3587635000036253 +1.4699243860286713 +-0.24161396454713013 +0.47794124415312117 +-0.38969951296007294 +0.3855167977443397 +0.2407723002355582 +-0.258245201214152 +-0.4288923665274696 +0.3611837688058686 +0.9602338943931155 +0.1709286658852881 +1.3930526201526323 +-0.798998416732003 +0.37190444792278776 +-0.33252292188307436 +0.20154952883633642 +-0.7154414910521973 +-0.17875727221155652 +-0.496549984571049 +-0.7709822426762547 +1.019792932993683 +-0.8576652358361132 +-0.7846654161310809 +-0.7938895477957795 +0.43389185346048725 +0.18755126931885557 +0.1763303733938701 +0.5841165396959969 +-1.0277103912931238 +-1.0604544510800316 +0.40953147235076937 +0.294374258286745 +-0.19055070415460923 +-0.1475921190949418 +0.940392354460825 +-0.04004235908221371 +0.8366153157124705 +-0.13208654076400972 +0.9272577658326571 +-0.6952577328055947 +-0.31098836833113647 +-0.06919556446613817 +0.8471105653624429 +-0.44240754066238436 +-1.5078354925950275 +0.6760468554941204 +-0.44777112521701007 +0.7813971878565431 +0.20406406050588602 +0.1368080334962834 +0.11858962297632458 +-0.6909119081961668 +-0.05777873174595541 +-0.44637128162381584 +0.067986017929322 +-1.0591286630219254 +0.12061436067925813 +0.9185074969909839 +-0.41912883031131537 +0.9831021391893395 +1.4693406559564954 +-0.898870277717027 +1.0459757156324605 +-0.6767082738711092 +-0.49250814191801723 +0.033690432722059765 +-0.025410567599248007 +-0.49190067791119624 +0.8282851744424746 +-1.0881715608741849 +-0.4669174475089051 +0.26367879292987234 +1.533846948848452 +-0.3538229886728416 +-0.6667862736750714 +-0.8672994426934866 +-0.6004578967431655 +-0.1572701517804615 +-0.9727252005690581 +-0.936564786947744 +0.6109895013289365 +0.38479632136943626 +0.27610733883101085 +0.1026095976536534 +-0.5526122705093479 +-0.7469470057484169 +0.7109267897670422 +-0.8431383020489398 +0.1167597059872948 +0.7868047291945095 +-0.15474864847086534 +0.45628344885949795 +0.2441370843699604 +0.6798067433649682 +-0.12783795591077168 +0.0833758289584624 +-0.2761691803750733 +1.543280977116514 +0.33912237105481335 +-0.47686796787289526 +0.44721027089454696 +-0.9141214372843487 +-0.7709822426762547 +-0.23447189407033225 +-0.9159577310625531 +0.7018001714683431 +-1.034577398950642 +-0.13794688911173342 +1.0169859393911065 +0.2349790637249526 +0.25207379504605065 +-0.6399730795339216 +0.5908846354009039 +0.5900437427999439 +1.3623554928163868 +0.015094721801874225 +-0.1965104936767469 +-0.06919556446613817 +-0.8765034521699164 +1.1180149489908273 +0.2599829817719407 +-0.609448365521982 +0.02807743206816604 +-0.8845916295694436 +0.04054224358363205 +-0.4443163883866194 +0.9128963212152688 +-0.6512838945849357 +0.733203065647779 +0.8376912788864861 +-0.27359302746742964 +1.2730569556027829 +-0.21816499863243138 +-0.04824217385633531 +0.06350609902161243 +0.7655858098250179 +-0.7857073094027085 +0.3335015307745785 +-0.03311974887556479 +0.027648629246994794 +0.99503687559794 +0.016946288385835714 +0.25502855960369514 +-0.2483559567972768 +1.2684992285675576 +1.3642822169015396 +-0.568581442487039 +1.649399632718674 +0.5375475697955048 +-0.8189890444484809 +-1.6420715708765454 +0.194002698781454 +-0.6540687290825746 +0.026141281091232954 +-1.0419601180878681 +0.7386852167682283 +0.2273921179985084 +0.5545032652407249 +-1.0529507548859343 +0.1317071467749416 +-0.3880692752938713 +0.3897249369601288 +-0.053596006051613965 +-0.9437871675584482 +-0.8772538991582073 +-0.8653674404378611 +0.048417236438825395 +-0.3917958358663391 +-1.4693425335549322 +-1.3963142784096811 +-0.8731723983486874 +-0.21690581719067764 +0.4038138509537354 +-0.48908239702183137 +1.077109102081031 +0.7032567944988564 +1.4355512529144563 +-0.2320799774590096 +-0.46685992370887724 +-0.27322724632136125 +0.9221717823934339 +1.0619324446566512 +0.6400693907044579 +0.6647174891652492 +-0.31689147082305685 +-0.41424224026993756 +0.26941813772940143 +-0.17663871803566017 +-0.49260451490626894 +0.5048229170077969 +0.25401518966513204 +0.1258903774207733 +-0.061091519018207974 +1.022175854258509 +-0.12439613937225319 +0.5723902817943709 +-0.5115972973663172 +0.3704873198139833 +-0.40069985298482785 +-0.49260451490626894 +-0.5589423622388361 +0.06954998719080263 +0.49011890426018506 +-0.5497891134567348 +-0.37964998359320706 +-0.20811879840515507 +0.21272914346098284 +0.21631695866063702 +-0.8345294683325089 +0.06822326807392701 +0.6315228532554891 +-0.014748794125530373 +0.6567778331987271 +-0.10068378895583929 +0.24370148845187262 +0.24221057664100565 +0.3295305700890059 +0.21811552063758904 +1.3825101288099335 +-0.611322830558162 +-0.17131195240911762 +0.41034840683470064 +-0.10325647605749425 +-0.43898444950962895 +-0.5084982626219905 +0.9620934782939587 +-0.8722370825756292 +-0.3377927156535661 +-0.6771985607399942 +0.9581335290027726 +0.08997732470458723 +-0.4697903911078212 +0.080805450268835 +0.5928107865360036 +0.7600379198988501 +0.32661794107707437 +0.26960820501041105 +-0.22768724418643654 +-0.7664273873244871 +0.10760073836965758 +0.1723410311972325 +1.0998563159457886 +0.3866464950511186 +-0.6141831493343097 +0.1064730679676043 +-0.5062364302059588 +-0.6768788829036398 +0.2051122747615302 +-0.2156499556230363 +-0.7848258288678218 +0.05749122703597273 +-0.4183943966460994 +0.13364086583936646 +0.5083960486795132 +-0.08545716880434928 +-0.2388168368375621 +1.2326890687293435 +-0.35673009709015596 +0.7188284140573924 +-0.0744868392985373 +0.25426415188178386 +0.03471004449514706 +0.20653406010268294 +0.5498774058465093 +-0.400398320353392 +-0.6160836073539162 +-0.2160837308816897 +0.7104721973495678 +-0.13951665433695193 +0.32887867858657727 +-1.3105624551848534 +-0.16850417303244425 +0.740859912905595 +-0.5472695554779787 +-1.0344388212456366 +0.332401834584544 +0.6705666145841895 +-0.023282354624133278 +0.29365907621675563 +-0.44310478635740863 +-0.42157965666192526 +0.7407232824494283 +-0.9780741116689591 +-0.49092058515566933 +-0.3566671638438224 +-0.5583963138985693 +0.23244643697561918 +0.21830851151292313 +-0.16220793561062002 +0.1005730619423667 +-0.19560813837504104 +0.3854069232877039 +0.029599920856310566 +0.7997158370093269 +-0.3203038217509158 +-0.5137910227372302 +0.538219517573403 +0.10591360121756574 +-0.21187065248887355 +0.33082038242708334 +-0.708263557869323 +0.6950707837055612 +0.49170072202316367 +0.9050242516549836 +-0.24095412472157635 +0.5747430770040547 +-0.10319934321443733 +-0.5000973190004312 +0.033620507745175096 +-0.5183077647690022 +0.9191776882471205 +0.20115224883113766 +0.06064172548681815 +-0.34976636935709365 +-1.4280820668598933 +0.37423804749805667 +-0.795252374688197 +-0.3880692752938713 +-0.7136515606582423 +-0.4250418730579298 +0.6677473629081496 +0.900330695242628 +0.5971029231426557 +1.4511399757607983 +0.14468546792125378 +0.6751582724488374 +0.5533879176329619 +-0.5089653053028202 +1.1883860769422676 +0.7142349244771449 +-0.5571795338398962 +0.34521972748692975 +0.054677881939082865 +0.08367965520284391 +0.8526092891005834 +0.7017656251793272 +0.9012722291474837 +-0.6302820425615467 +-0.5298070904007113 +-0.12330070256313935 +0.2434273553386556 +-0.09144021884274006 +-0.46335095685006594 +-0.2864238980039019 +0.7813971878565431 +0.19229626180641557 +0.0710425309553259 +-0.35885121500621614 +0.03665350159660932 +-0.7282841637212074 +-0.1040852180577801 +0.2003283080057317 +-0.6813646839253096 +0.5575213896290315 +-0.44612788555577204 +0.4333343728070304 +0.3121893444575503 +-0.6936412755717434 +0.03826108516203734 +-0.6117256459773677 +-0.0900829083776038 +-0.9509930514682834 +-0.4599331505689654 +0.5844610022120147 +0.24006987722173467 +-0.8291377560302917 +-1.1303052994874752 +1.4174636609302504 +-0.5636214573303615 +-0.5521435772020131 +0.09976291305337899 +-0.7527799150930865 +0.07346229321706588 +0.24548528031829148 +1.3688983875724776 +0.8563808582319297 +0.11857875453972552 +-0.10441396200997358 +0.7358505895863647 +0.6121095785256909 +-0.5382811362212951 +-0.2616333814800978 +1.0817048933567832 +-0.08537280434048272 +-0.8710800153901108 +0.22544790859219394 +-0.455396986458614 +0.6341979615254718 +-0.4478143523941969 +2.0258378690607737 +-0.4114980799178098 +-0.35582895830181044 +0.3918537725192104 +0.3015303101185177 +0.8313330015664273 +0.5843320009642534 +-0.5329781157700155 +0.6297167155177021 +0.033638385796070036 +0.9976498521919421 +-0.8498391619261456 +-0.15308236048568513 +-0.09295484891838068 +-0.011853774064170652 +0.04268449131452126 +-0.3631318354866731 +-0.10113058555614751 +-0.5976217055492739 +-0.10519081561562332 +-1.258510861798504 +0.6978319910775233 +0.6307532423963815 +-0.7314911455613615 +0.04870463817407085 +1.0741953092843588 +-0.5456723574173838 +0.47869174564722783 +-0.6040587069778376 +-0.12330070256313935 +-0.5934550852427953 +1.0922416818133829 +1.4453749244093015 +1.0315839744566995 +0.15106236217051172 +0.6725021049332793 +0.01275746159789759 +0.07851899424621492 +-0.874537198189957 +0.4640536745881855 +-0.8998440152834142 +-0.6840216359292173 +0.296920960903431 +2.2802126640002567 +-0.5361756869619756 +0.19948008954680285 +-0.10956334976508122 +0.07467050153272344 +0.13542503478210727 +-0.3538229886728416 +0.36191893853546164 +-0.24324048256203662 +0.338577232242661 +-0.43627585934075813 +0.854996634812704 +-0.30642934825979684 +-0.8359663367605903 +-0.2020255989958551 +0.6784559851042837 +0.21420601220510105 +-0.5525854737509281 +-0.559660763531721 +-0.3589079297211484 +0.8051829669452428 +-0.2020255989958551 +-0.6061872190223179 +0.8765380893737675 +0.006957556497062312 +-1.184152166583609 +0.13589485367537235 +-0.8692926342971257 +-0.48789997789826073 +0.3656472042718735 +-0.07858190751458188 +0.9152061785367147 +0.8946511689084136 +-0.5578986447625078 +0.08072304674900785 +-0.6945210736103029 +-0.1216030992970693 +0.4304948788241331 +-0.6553918550846503 +0.10118817942163817 +-0.5141057255111883 +0.46819942119799113 +0.5423654433698248 +-0.9413015126175903 +0.6212116697894041 +-0.13327169744198875 +1.506843708218536 +-0.38020255982205425 +-0.17776993268049085 +-0.47336174849675433 +-0.5564911113518882 +1.0250769237252475 +-0.30214028516591823 +-1.0240264258067355 +-0.7237385224700772 +0.14090897174874195 +-0.2708796752479518 +1.0808762068532431 +-0.04493737345608528 +0.3003621057689308 +-0.7584803323840501 +1.0397290518529114 +0.07405787947486957 +0.38392254053616015 +-0.4789423486605205 +0.5173523824204711 +-0.7771461269240114 +1.3512877584622 +0.7033755455951638 +-0.3533682270103353 +-0.7032148742822257 +-0.6647078444123466 +-0.8745643361227873 +0.015064679389280966 +-0.43073898116084125 +0.8670382211458754 +-0.16661435251591467 +0.5389437447606702 +-0.5375074847102088 +0.887957087829502 +-0.5526122705093479 +0.33675772171365737 +-0.06733408720977654 +-1.3456316778712263 +0.22128854887605215 +0.6298118092599971 +-0.4912812661789309 +1.0009208409803327 +1.0078854903592507 +-0.10466519922294634 +0.7989537562865587 +0.8286995682291698 +-0.296388656260466 +-0.9960790556211272 +1.337944913763958 +-0.6525924239481167 +-0.4768243077576458 +0.2175583439944899 +-0.12791442637195427 +-0.8220915612877229 +0.1369335596790003 +1.0680608122456745 +-0.7453928612772971 +0.11379103178119869 +-0.27848096741719647 +-0.6909119081961668 +-0.06734502936004017 +0.09917090431866628 +0.9234339297154541 +-0.7478300450702651 +-0.03740148885211825 +0.9569392830964074 +1.0627125728394529 +0.14654853313642566 +0.2568531714107171 +0.5488839978104567 +0.13804223516159553 +-0.40337744667514147 +0.8383294763174185 +0.910658249809585 +0.09225879305291242 +-0.20275891547439157 +-0.42793874751366495 +-0.07695835724280162 +-0.4936405206923095 +-1.062877158964873 +0.10244292758026108 +0.04375978964853497 +-0.326925313091799 +1.8424963366553253 +0.050468247425829935 +0.5059567123918088 +1.2361730534973598 +-0.7980722336085919 +-0.6706717037133851 +-0.6004578967431655 +-0.4745539873108134 +0.41651626897962785 +-0.3744471190654371 +1.4511111781442452 +-0.3494532697435781 +-0.11436285146360098 +1.4825029999383907 +-0.2633943762017434 +-0.2409153433255014 +0.12106853663881528 +-0.7523116771801805 +0.9316590731888028 +0.2122443334028306 +-0.06979494193776042 +0.052086581963732476 +-0.17930030764778798 +-0.6952577328055947 +0.4989981321919296 +-1.0970511774028258 +0.9040529586584249 +0.4759416235899163 +0.2911890556454829 +-0.5218730783854169 +-0.2377477853683741 +0.20154952883633642 +-0.8069237596147576 +-0.1611804166060159 +0.6084538463491652 +0.523161418757783 +0.09096189634791467 +-0.7167700422513401 +0.5272619588537861 +0.6395402816698301 +-0.7956053841083639 +0.3166798478800329 +0.7242441098705843 +-0.3395637861162862 +-0.90191380185206 +0.8727065072209537 +0.5640846967213062 +-0.07832349070821232 +1.7827174869970592 +0.9947193551451838 +-0.5688265312877285 +0.8805469814799969 +-0.2979031789428614 +-0.8328341484761059 +-0.40069985298482785 +-0.8836948879095363 +0.5113919028415016 +-0.9873067765804573 +-0.9102724034557954 +-1.1009041054031594 +0.7438138464202282 +-0.029091704192103413 +1.611890215261883 +0.22442458520790695 +1.203379401134241 +0.12478816681538724 +1.7137403681209937 +0.6769670041689817 +0.46323930731967217 +0.29017571998237146 +0.19833977328636632 +0.33060306707134035 +0.1150743329202755 +0.2231199377650324 +0.017201462742969797 +0.6421015225793576 +-0.2954199581203298 +-0.6678727195724856 +1.756832972299978 +-0.37990811330130175 +-0.20877395526648374 +0.8667275546416706 +-0.13317934320422437 +0.053571489480791226 +-0.7598154437872611 +-0.6958853089730177 +0.40555591623874976 +0.7458833335238357 +-0.3703527074474228 +0.30723860964506566 +-0.7355141691339888 +0.5547181814103206 +-0.6051188974820791 +-0.8765034521699164 +1.1646042021182375 +0.06804133268658373 +0.6985751981178181 +-0.29540531313283064 +0.033638385796070036 +0.672369719365743 +-0.7282841637212074 +0.3031070427938194 +0.8040200125806427 +0.48766399395893617 +0.23903190805877322 +0.42146740897682017 +-0.8696977508758628 +0.33350643906315425 +-0.020862845452407186 +-0.876328118047428 +0.6729496083862221 +-0.3792478269666995 +-0.682706912016322 +-1.1235407088388871 +0.307290163069088 +0.0071770125801076945 +-0.39065408221289405 +-0.5084982626219905 +-0.5329748728674417 +0.007290650994138087 +-1.4032435028721735 +0.3818386701520132 +0.42733958873860084 +1.619823014050229 +0.24379442468851287 +-0.378764636248019 +-0.745857648203571 +0.3196637795166263 +-0.5959992673300147 +-0.5111414602406736 +-0.1738995662595672 +1.12018614089953 +0.46060217177665724 +-0.43524553298781127 +0.7974272853415767 +0.8383433053421974 +0.15521650096569123 +1.483462167566036 +-0.1660087505275219 +-0.5201738216507821 +-0.250650137253073 +0.1618659152468105 +0.6907779398457925 +0.40024028872526696 +0.7628393358214098 +-0.604785886183776 +-0.477506764999505 +-0.01503167397945726 +-0.12152571605568818 +0.6757014733221203 +0.40282287815834567 +0.508576300245269 +0.45978447393011196 +-0.4475687438711266 +-0.30384656107881186 +-0.3569075138003728 +1.2254227095796588 +-0.2201006316920337 +0.764630377831425 +0.170996704023892 +0.9678152515941512 +0.7465106671708346 +0.5426273101163747 +-0.6834503931837472 +-0.27396881036855664 +0.319141311408772 +-0.27678813748203174 +-0.5262758797265616 +-0.22598826378456632 +-0.34890227350949443 +0.1572871372665725 +-0.4280963966543086 +0.731927918833017 +0.18920901826798722 +-0.5641111011578903 +-0.227725822937696 +-0.45516427765027884 +-0.12963160444351396 +0.5370808656367835 +-1.151538952310657 +0.4506990153805566 +-0.6346775125887434 +-0.4625327991513862 +-0.9950865765355659 +-0.8162707721022364 +0.316124759656347 +-0.768514133007481 +-0.2966220591029521 +-0.6545378661285155 +-0.5134644114838545 +1.3394255789596476 +0.8587486968988023 +-0.5152952944610687 +0.7064944633328003 +-0.6154414544830777 +-0.7118033113350981 +-0.7504511460374388 +0.6261088168975906 +-0.6805952629364374 +0.5771084773921769 +0.0938723866577385 +-0.3880692752938713 +1.2118499700192833 +-0.7912441654130189 +0.7557083179041315 +0.3062511565246946 +0.5395804189378846 +0.7409640294933302 +-0.7438138882831995 +-1.1782432261731914 +0.12226794513679898 +1.6579277389649822 +-0.5930146669922474 +-0.37964998359320706 +0.5931424297178685 +0.5605961323047877 +-0.5263497458912167 +0.004656014678548676 +0.8462662060407256 +0.5839520090590609 +1.0847649395473065 +-0.44906707176846544 +-0.9401215517917723 +-0.3622889022378653 +0.5274419862290645 +-0.15952207655418565 +-0.9384436319683167 +-0.5583114197693408 +-0.4469200601401892 +1.8744632039843787 +0.5709156702803884 +-0.6511451417713059 +-0.5933479381782314 +0.15823256183994408 +-0.3800914456477584 +0.23121614483224895 +-0.5651360805153003 +-0.6498847269994066 +-0.857622345040107 +0.4837591161138512 +-0.6768492798693506 +0.5941486827831721 +0.3483047107422761 +0.6496255648545932 +-0.5405463736584288 +-0.3769619765197351 +0.9886170309365276 +0.06273924867335598 +0.9389922995224078 +-0.6357942461440649 +0.1622648483595974 +0.6575270446401038 +-0.03472089689390445 +-0.19474596879392575 +1.1283638812768242 +-0.23402493067618163 +0.130099332583888 +0.6159248231629368 +-0.47322991164647993 +-0.5068576926275528 +-0.20680229677150946 +0.08895986546823176 +-0.7762215972214983 +-0.4346044513527764 +-0.7968499052229909 +0.3012486571862056 +0.563641265001857 +0.5070411126654326 +-0.5670803339343236 +0.6756280150828093 +-0.20736370817487 +-0.8337879294419501 +0.18757327045126151 +-0.5743348878528438 +0.9944229926649772 +0.09127369912746677 +-1.0344388212456366 +-0.32527065168942687 +-0.6284823440614566 +0.07512417132945154 +-0.6508325071049241 +0.17018749272439626 +0.06207813556463168 +-0.6949203665664256 +0.4495032276859661 +0.4015779089290715 +0.36519005862983744 +-0.3339730581783991 +-0.5105116468944235 +-0.8374327622470457 +-0.6880350840332417 +0.22903426445349295 +0.05933878083811256 +-0.2821138651638048 +-0.6026356520991578 +-0.16436719532133615 +0.6740664429688457 +-2.2193931127817423E-4 +1.042314550825957 +1.026869451213953 +-0.6004578967431655 +-0.16756206043584104 +0.24555738935715365 +0.14683094348791104 +-1.1816668461842563 +0.508716914259294 +0.8946691936030087 +0.3921700083681184 +-0.9387491729545328 +-0.63905886472184 +0.4458816647266655 +-0.054594922893509784 +-0.12455022216512807 +0.11886958522245766 +1.0242283669040138 +-0.8262710119787431 +0.6128001637256804 +-0.15693771563485814 +-0.3083281728873866 +0.5111524232854391 +-0.4709773093306762 +-0.883115169444399 +-0.0028623764621114323 +0.9744404094750769 +-0.5032044885344458 +-0.5264842745746521 +0.016946288385835714 +1.250520299129946 +-0.12991643354807525 +-1.0604544510800316 +-0.5377609358951281 +-0.5575534801667277 +0.5487915648555295 +0.15998710603634514 +-0.765757400006756 +0.38567515919238293 +1.0732013175017916 +-0.033745371777467364 +0.427078665067018 +1.536157641223519 +0.736987552322385 +0.4773725557182687 +0.09656221850562097 +-0.8531430831927902 +-0.5668069160260782 +-0.00614040806995042 +-0.5300430795828559 +0.18019893396523548 +-0.7830803032704603 +-0.9101429779087304 +-0.3873300820699634 +-0.3070969140886048 +0.02482006678055146 +0.16639985622575268 +0.18973931927847185 +1.6258674591192448 +-0.1772138460777158 +-0.9540906312436062 +0.22333493901763166 +-1.0399934256155068 +-1.269227511412962 +1.3357093743519537 +0.11234806426649077 +-0.5255216589297258 +0.9116976302596096 +-0.7300117839988227 +0.19875234903929903 +0.21547166312359547 +0.10182227531248178 +0.61227607942794 +-0.7709822426762547 +-0.5174699373520091 +-0.49191569171571387 +-0.4436567684087637 +0.9716118017501867 +1.0596879486857307 +0.13165326713532857 +-0.6635954338355343 +1.0866583512120025 +-0.15331305908649506 +0.14951418780151904 +-0.9309764984619386 +0.3460154255356804 +0.4343121240067687 +-0.8710800153901108 +0.06064172548681815 +-0.146800866078716 +-0.210960330801311 +-1.034197931979843 +1.0683410068836334 +0.49841665352970926 +1.160139811741459 +-0.48531500315441206 +1.1264700012930626 +-0.8564463074523867 +0.3788539809693685 +0.41641467058936193 +0.4677266245551501 +0.05124218116373547 +0.05946504855932554 +0.29976699796890527 +0.8082491353134467 +0.37929476074822943 +-0.08518534465327576 +-0.22956499980455564 +-0.30356968165735626 +0.20555950163807477 +0.6899773308781827 +1.0915291603884631 +0.11408660793108985 +-0.24161396454713013 +-0.7085745852728467 +1.2910962101795735 +-0.43172417732646756 +0.2349538061752166 +1.7891994651849508 +0.18914426437926057 +0.9848136333480557 +-0.1548968923954236 +0.5511138130007438 +-0.40207828550075725 +-0.44897391829529715 +0.30825702013705875 +0.8794237554489746 +1.2253222973444218 +0.568080611165497 +0.23760278419745953 +0.13078086799240154 +0.5693758947604497 +-0.68920723170388 +-1.133045950430219 +-0.6004578967431655 +-0.49779213546044326 +1.3884239867439716 +-0.5668069160260782 +0.25461527090406816 +-0.32227068111017537 +0.7792823093038224 +-0.3255317653845601 +-0.12858208767715684 +1.0698472340436282 +0.9034907034962285 +0.045485661944548714 +-0.12004765728545308 +0.07040127676634877 +-0.7188432459112846 +0.7522505001183861 +-0.44681279626920817 +0.538760798599643 +0.14708521599937976 +-0.940988910222698 +-0.0315048254790099 +0.36377863952688394 +-0.2048299660524026 +0.8894089236418161 +0.9010404739827811 +0.37408867278124025 +1.0734979515170735 +-0.5728693071886701 +-0.5784798778646825 +0.2589393000963066 +-0.3339730581783991 +1.3564138478978287 +0.060234880817279846 +0.29239380084415884 +0.9361065349201445 +0.23066862115701345 +-0.994433373009292 +-0.39358001189726105 +0.17586009158020774 +-0.4387026765398639 +-1.1882897109554866 +1.2056483767508672 +1.290253477504494 +-0.48604257724259065 +0.30730976165784923 +1.1499542182058469 +0.48778521353319143 +-0.16286772944821265 +-0.20163177810227206 +0.01190572677874796 +-0.18615506730126585 +-0.8461604930161759 +-0.1984235758312734 +-0.38693436374654605 +-0.8853488020016216 +0.4120610489478332 +-1.0302720281798274 +-0.6730673185156046 +0.27497029253713323 +1.9832200635879373 +-0.18858614789559247 +0.6357412471725981 +-1.3756810483619992 +1.5784098907449469 +-0.2711522437367499 +0.22298040759184393 +-0.6466490884443956 +-0.038152391635046023 +-0.5907105466026998 +-0.6229337508274226 +-1.265116686592471 +0.1456561363661641 +1.2537303105553586 +0.6224285091954085 +-0.5237106415228736 +-0.2984793744475524 +0.24492520299205142 +0.11224936800547552 +0.9174852209588937 +1.0313811056111177 +0.399731586095239 +-0.11954023660595336 +0.33624397671747375 +-0.568788366814005 +0.3943431991196182 +-0.07634462094195349 +-0.13141965550214257 +0.12350189109905875 +0.19229626180641557 +0.32077712367593525 +0.7452814238817278 +0.17535753455880615 +0.697020024664369 +-0.15046539470695625 +0.7100333185899175 +0.028096197330197484 +0.3598360843367302 +0.8920536014445901 +0.022075306766140224 +-0.4758094995749475 +0.3244063396694903 +0.2122443334028306 +0.7278892148467373 +0.4545377323871948 +0.4948148112004857 +0.7849698724179575 +-0.06623308273891138 +1.162957748680508 +-0.4513359663177167 +-0.6061872190223179 +0.7397858956084935 +-0.6812598114971324 +1.4641382434903094 +-0.08537280434048272 +-0.518772431416261 +0.19488331214815732 +0.49762879140508726 +0.3632463846786873 +1.4540817929658045 +0.45258143613145535 +0.1764754879812059 +-0.8692926342971257 +-0.28721333379739783 +0.9602396533883095 +-0.7669588053928329 +-0.06668121030933666 +-0.8604216671314353 +0.2880166917818085 +-0.2750621205402442 +-0.38035839165874025 +-0.8198762167912166 +1.2867089993320644 +0.5966209690446378 +0.3966423820000182 +0.04936548540463752 +-0.48120810540645204 +-0.07500719550263535 +0.14198109999871933 +0.49976282640455877 +-0.28295921877357116 +-0.7121288132413643 +-0.028095902844071652 +0.4123733506763336 +-0.8094396104778179 +-0.7875709354660987 +0.1523880011795679 +-0.7025860421861694 +0.38630923811193907 +0.5698131242513542 +-0.41356210051363435 +-0.4789541235487251 +0.6950501982380981 +-0.22193894498724237 +0.8142877286588583 +0.06764564468046169 +0.47345642226759027 +1.03552452345913 +0.2946732339904672 +0.6090734905817552 +0.1451296456371933 +-0.29827646427989934 +-0.6169531748317358 +-0.25212730605308825 +1.1628302544162683 +-0.5312970738608924 diff --git a/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_notRegularizedBias b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_notRegularizedBias new file mode 100644 index 0000000..7c37b41 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_L2LOSS_SVR_notRegularizedBias @@ -0,0 +1,2175 @@ +-0.3337910405855387 +-1.4127021403649764 +0.5909286540089536 +-0.48916897015087407 +-0.5725519911746755 +1.2501193276244198 +-0.8087941846976383 +-0.3895563037050927 +-0.8204525883139053 +0.35252751137434324 +1.0360206845552284 +-1.0738165676125262 +-0.40064765947544495 +-0.3983526991203575 +-0.8099512505620698 +-0.7924728470944666 +-0.36138032423379113 +-0.37666689914270995 +-0.5398163455793785 +-0.48544363190089096 +-0.7721503133122476 +-0.2671003979277312 +-0.22307513716806715 +1.0377664969347813 +0.03346899245047956 +-0.7147621296388282 +-0.50754296185418 +0.6267908048937203 +-0.8834306609270284 +-0.8767359774807755 +-0.5559541950912081 +0.575478950888912 +-0.6131847159291317 +0.22117028469874217 +1.4175820816878173 +0.9485654517601274 +1.612349832550835 +-0.7210065973057882 +-0.4584366442461906 +-0.4772682206619751 +0.906896195881282 +-0.46558078178933787 +-0.5494392896660747 +0.6326158354024509 +-0.381858766903382 +0.6537472039904622 +1.3356772066283091 +0.24832620101792946 +0.2379021713907833 +0.18007322777174256 +0.8358782428831191 +-0.6741211495042225 +0.5147752758122746 +0.10751226622869328 +-0.34614020400792744 +0.48857964624730515 +0.3727268759208702 +-0.5914396750646438 +1.0306219080643133 +-1.0341653383316591 +0.8514950276829871 +0.6511154255013762 +-0.6308009916469872 +-0.41932503269522176 +0.8696168040442938 +-0.13384118036201204 +0.6950806425800304 +-0.8275368322439485 +1.5528633802404503 +-1.0373601059974624 +-0.04797823639036436 +-0.801723794068836 +0.7160080535947477 +0.04486932618470439 +-0.233893498452789 +0.18033814109466548 +0.3287358939764395 +-0.40707760835884205 +0.7521517010739669 +0.1998347496460473 +0.21290943406611124 +-0.29709118947645335 +-0.8107477459020078 +-0.4772682206619751 +-0.41787466797121314 +0.5851042010560933 +0.16733162597239862 +0.1203490801778846 +-1.1114112575349016 +0.5519552786675164 +-0.7161593056559583 +-0.0965516433549759 +0.7790111255755032 +-0.17551892615282783 +-0.9434916667828661 +-0.26974530655802126 +0.5796529415789025 +0.7335111401053402 +1.5075657618368128 +0.42942771753488634 +0.6436129404856168 +-0.12412838803929938 +0.0029410725352363443 +-0.5896145699395963 +-0.7723375912508075 +-1.3504364549818217 +0.883183773227634 +0.8424852240718805 +0.9890185140325918 +0.01780546560307461 +-1.1250149020241071 +-0.5562871119747976 +0.4362831266611593 +-0.31987649492647546 +-0.0500904675238803 +0.2168601107089551 +-0.16774764981386187 +-0.41822075476093773 +-1.0012822482392905 +-0.26539504790895596 +0.8356044906411613 +0.7279345387866294 +-0.4642914017233987 +-0.9178449171882053 +-0.7147621296388282 +-0.6973194069071122 +-0.6056853601713492 +0.29474614006900673 +1.0563439924850626 +-0.489043162548265 +-0.22702432105729514 +1.41704156982295 +0.894347484340086 +0.4581709342943417 +-0.6518133829544095 +1.4134865643517287 +-1.2371354698968924 +0.9513290229878855 +-0.4750952505824216 +-0.22723256288331012 +1.9604453464063454 +-0.17221937388149117 +-0.17700241452680476 +-0.023022840469130973 +-0.5475498866752786 +0.7829104399605067 +0.2716692199455498 +0.382022860102119 +-0.6730752697350424 +-0.2689608173472969 +0.6709410972416032 +1.3020199080113568 +-0.9163741922951589 +-0.558548912801824 +0.19265186523637953 +0.44010040831881614 +1.3021951872256468 +0.9492972614613047 +0.6938370706493302 +-0.14730071933965072 +0.7624257334227569 +-0.2682124049355594 +-0.21188038659060093 +-0.29127204311959254 +1.063909109551354 +-0.06428462977658433 +-0.0475789320700456 +1.2880074831459911 +0.4382504793058824 +-0.44323410166640026 +-0.9647713925893391 +-0.10588373028121695 +-0.13606060288341965 +0.20827951200254813 +-0.9921547276342637 +-0.6043441595426895 +-0.24902795556727192 +-0.47925630695525306 +-0.6051975150744102 +0.42667852534601897 +0.5962519014114431 +-0.7655838686049985 +0.23118412519774884 +0.9450922287530883 +-0.4250875352338696 +-0.3560956216819452 +0.15802710115544222 +-0.07514766283984309 +0.6368672571722267 +-0.008804690491395234 +0.5552142638353788 +0.19901119107266552 +-0.4219438942406128 +-0.12772952082269434 +0.9465445028923978 +-0.17893343090369085 +-0.5780564464703204 +-1.0723351135221941 +-0.1199573169067199 +-1.0716681732927507 +0.8409032112987005 +0.5993882257891376 +1.0974987031412735 +0.0481505205616881 +1.0648354324272957 +-0.031750087420920725 +0.32391476083332243 +-0.20251164174801145 +1.0728541387688972 +0.2500338103350592 +-0.3524585874924809 +1.2578967090717534 +-0.42647426613013945 +-0.7147621296388282 +-0.26784593962176806 +-0.7756656447620192 +0.017336679699187257 +0.3530032582083548 +-0.5087681001221687 +1.5081867375348676 +-0.2713797133222276 +-0.5583678917507162 +0.3463160741445471 +-0.5792124340040352 +-0.3482841202747458 +-0.19686301255353933 +-0.4455526419554668 +-0.37878066656735504 +0.09180971985258028 +0.8790467198871053 +0.4802732401357716 +-0.006735733863886262 +0.5086469203902916 +0.49199914143076307 +0.03570755509804732 +0.6603248963686936 +0.6053432876322793 +0.9270008652686854 +0.11827922558617276 +1.2926868230649164 +-0.011488565168375098 +-0.5607676552318663 +-0.11806538536583139 +0.20563388354447598 +-0.4533923274762978 +-0.2505645162137579 +0.37135944970747875 +-0.8895432675408581 +-0.36885644008303126 +0.525385761118846 +-0.3694243423236782 +0.19260736592255107 +0.6688585028308887 +-0.656996309443105 +1.7114936159880811 +0.24205435776522977 +-1.054813604936124 +0.2654951472437254 +-0.2875375821729944 +-0.44247929947450154 +-0.8402509623735221 +1.2989779489627042 +0.25938458674515374 +0.3885154214838033 +0.4602106741738479 +-0.6112522320976785 +0.6850059517528411 +0.5609172034535335 +0.28452948832081615 +-0.7876134231200034 +1.1728055829750637 +0.5428768767117087 +-0.28113419769764825 +-1.330252915313873 +-0.5985315852705193 +0.20081993895242867 +-0.45819545352668495 +-0.8531965924827916 +1.56206064980198 +0.4238585135058762 +0.8479573504197528 +-0.7518684436186402 +-0.3158034323588058 +-0.16981893320666946 +0.09241232056183507 +0.5559102037177035 +0.3366720021008939 +0.41663733445966705 +0.7647646043715288 +1.180612244002794 +-0.6036622391988673 +-0.6973194069071122 +-0.14553631130021305 +1.2016498616529654 +-0.16168166555856545 +0.15996406896000742 +1.0693364939408694 +0.8602695599447492 +-0.2483786094077874 +-0.17132689376485472 +0.44594173226918676 +0.8807398009770415 +-1.0609068189448942 +-0.137019942786608 +-0.5497942260928264 +-0.4422478988660051 +0.2613348810843423 +0.2889524900070691 +-0.23195029230797481 +-0.10025727955377081 +0.8016129704638213 +0.5218327174662627 +1.7308727776059263 +-0.5581823017820373 +0.8891798344316175 +0.8294574025778094 +1.558602867011871 +1.1521365974494326 +0.5690813679147814 +-0.918905967872234 +-0.9960599865389408 +-0.2054451281278314 +0.46143594605403465 +-0.4253472358532952 +-0.7696119585561119 +-0.5160887811848669 +-0.2954469769088112 +-1.3484560886736654 +0.013004891064635732 +-0.480986182164346 +-0.3576607976696319 +0.8122724803748316 +-0.8507459232219914 +-0.8027897592232691 +-0.03579078553164297 +-0.33996791998700654 +0.7729956978353629 +-0.6856533733772419 +0.8128188145700357 +-0.9413752968883338 +0.29032557196759856 +0.13551557377873208 +-0.29638937324969344 +-0.2760427244860822 +2.0566816765180977 +-0.0812649374505866 +0.6710466118671072 +0.5947176440788204 +0.610330894083456 +0.930722384083658 +-0.19092780139574628 +-0.6414169203955908 +-0.7904255171057457 +0.40097185597435986 +0.9284132894194574 +1.6191719252226702 +-0.6245580550219281 +0.21322398597747785 +-0.25782796499761823 +0.07280199635281553 +0.3856230771640186 +-0.9295736259975447 +-0.39814360025559775 +-0.8304110226890886 +0.22381645752726748 +-0.5544893221440235 +0.47911798259529664 +-0.5541796333970264 +-0.4564106161414369 +0.12565444085639854 +-0.41355245928755585 +-1.2391811330595646 +-0.20490258481331491 +-0.22937806986635262 +-1.0001036215649965 +-0.6771224579615411 +0.1688354857854673 +-0.06501507753543811 +0.7679435210591026 +0.2832764982264503 +0.31174319408657125 +1.0082473055520316 +0.1388358336763056 +0.3849844929236567 +-0.6668697239720349 +1.0800059958500576 +1.1280912313057836 +-0.43869256610710133 +0.990595612802257 +0.9140227124404228 +1.5670489024461491 +1.2829282593513618 +1.4963429890320454 +0.14767245060726145 +0.5554999487960132 +-0.05646382026833566 +0.11038963938398735 +-0.5184787798013115 +-0.05048840364896062 +0.7828739477449844 +-0.7255701772669438 +0.7993721207333873 +-0.12824132961352902 +-0.39211300835361546 +-0.14774968652526516 +-0.2256245497234452 +-0.8853159820902579 +1.6251304416720331 +-0.46552365642521726 +-0.2253980413648069 +0.8775559855920336 +1.2414787754416037 +0.7316682410908717 +-0.6554857405168224 +0.8487421848964458 +-0.4194899415224162 +0.601126618257734 +1.160964920453004 +0.07977761753072851 +0.002121431320473599 +-0.4135209634123515 +-0.22069540792864506 +0.2734593181179803 +0.31571128561516587 +-0.4927851146132975 +0.5491910879565258 +1.1541411059651459 +1.3382715079414123 +-1.1246994622927087 +-0.11932694217185869 +0.5294683250800547 +1.0554338510005241 +1.6135168566692792 +-0.5068802907098544 +0.15706276116264617 +-1.080994228462417 +0.25574693713546587 +-0.3944769792397442 +-1.0446579809694703 +-0.22054901843903607 +0.10499868955713682 +-0.8574636294593672 +-0.4748674076810508 +0.3697168135747881 +0.40621135795474167 +1.3705127185986878 +-1.2023230841690804 +-0.5566329984929683 +-0.02187867924433745 +0.2945177245702669 +-0.44515592077202587 +-0.6143106193066232 +-0.18197400251207207 +-0.31282976469126206 +-0.17145962296065542 +1.1094793015068432 +0.5554660501782016 +-0.9622483896788707 +0.7807343077653368 +-0.8853159820902579 +0.6621600415150044 +0.41446109744996196 +0.068371198272675 +0.46298262708611676 +0.358436909558332 +0.34384982508592293 +-1.615682917153194E-4 +-0.36048633168431693 +0.10211960978906828 +0.45690308051687417 +0.43417757003667135 +-0.5057438461109993 +0.09832447567860195 +0.05760257639037339 +-1.2808626298185541 +1.1961742695484876 +-0.3354578058098946 +0.17776928301874248 +0.6192895301835364 +-0.15872464955893356 +1.0307914318427351 +-0.1046439234807914 +0.9768576512097988 +0.29297169944838597 +1.3302646124172568 +-0.44142454651038493 +-0.911129978190163 +-0.50654543807009 +-0.32001229782822904 +-0.3407827533032714 +-0.22347508974196972 +0.8235654381373851 +-1.0698761827951533 +0.6798906661901529 +-1.1772194727346434 +0.5484957912224959 +0.0933516975482444 +1.0683887614445224 +-0.7999696252806408 +-0.16623860445571814 +-0.21092501585791706 +0.07846101696728788 +-0.9914024751253199 +0.6032059097272366 +0.4451518216510389 +0.36428372512295726 +-0.6222393757664366 +0.5670406505029637 +0.5228095062653706 +-0.8188488332208284 +-0.07604535848402666 +-0.0780967554594249 +-0.8836693245801173 +-0.21783140135064766 +1.5940150197665588 +-0.3316751035432593 +-0.8458609962814447 +-0.8338140887305321 +0.12790795910063196 +0.39064035364196464 +0.24515148511319124 +1.3802022890253958 +0.04342236436634432 +-0.5797205371457217 +-0.4885630102977218 +-0.26121851541187646 +-0.6434248334693031 +1.2576256830780068 +0.2782965092991338 +-0.17556794495031597 +0.7407208412341533 +1.2194526546993898 +0.7757436136371021 +-0.05989828812129394 +-0.5552455687297144 +-0.1841519975449889 +-0.31749217478362823 +-0.14774968652526516 +0.3248173058256581 +0.03490180618733209 +0.5516705300840785 +0.23126213791076083 +-0.08789503235950821 +-0.43889962955536505 +-0.4844955037017215 +-1.013847974893143 +0.5873448888700041 +-0.2129035675273947 +0.9316832101970804 +0.023058853440908994 +-0.05284820166788057 +0.09422267366773136 +0.7510736459986009 +1.2386947384648925 +-0.6336556091425523 +-0.7422700547461296 +-0.38680623760478355 +-0.5963665101313664 +-0.7393261950403784 +-0.09232366162919955 +0.47253723796423985 +0.24432788416910503 +0.33006270264264864 +-0.25234252745037755 +-0.3780299110697261 +0.637966873718463 +-0.3911457644172826 +-0.5045769289064332 +-0.834637293813338 +0.9568560291575356 +0.2093746325755434 +0.12735957202512205 +-0.2767474758088846 +-0.5421343045330198 +0.37854791909461083 +-0.044468485742219344 +1.1089203850607967 +0.4490521554046324 +0.998239495691611 +-0.6814893927046222 +-0.43905326070533596 +0.4425742017045741 +-5.110267951436709E-4 +1.0316989053564873 +-0.21783967918835234 +0.4145633839165485 +-0.7722344252644857 +-0.5275928109779104 +-0.7790605185430031 +-0.6341026812526291 +-0.4908004256794904 +0.43004075832517547 +-0.4103364329352907 +-0.7817798523869199 +1.8285299729703626 +1.6828535273790102 +0.7498557225233735 +-0.09950411113090615 +-0.057494761256851046 +-0.37445506142954216 +0.6878129190499367 +0.9502776768762848 +-0.7747979194849943 +-0.743638402181688 +-0.30212658526255 +-0.019104573359600502 +0.9057084991363933 +-0.2620667592351408 +0.004106667352423987 +0.618699677325764 +-0.3061914865626084 +1.0051206755233442 +-0.6332843127650296 +0.46889507324734503 +-0.4564106161414369 +1.0559761015421179 +-0.5053778829158733 +-0.41856119733370917 +0.02555242489866255 +-0.6634180891444927 +0.33505829520039393 +-0.589737884679403 +1.0581554159671565 +0.20309927906191924 +0.816279914449672 +0.36201640720565226 +-0.22018334778343984 +1.0921505902734192 +0.07629814717117057 +0.08080674831812015 +-0.8201153794323743 +0.4732968717529563 +-0.9202693618112496 +0.12429139742518275 +0.802709726204115 +-0.7533567666636074 +-0.38831819419708385 +-0.6397804683737425 +-0.6955068796783748 +0.013278583898492208 +0.20645058375641362 +0.834193747150707 +1.2052600058749257 +0.19194761741102304 +-0.5562871119747976 +-0.3719721475578143 +-0.666120640044674 +0.48110888589181683 +-0.3252502511426854 +-0.567399014166518 +0.5549917061584595 +0.08245215565355776 +0.3734053498324008 +1.2844849900437243 +-0.8451563495632686 +-0.46717644734955827 +0.5657926175616632 +0.5832235484052972 +-0.9413752968883338 +-0.19796428129903554 +-0.5085993880880222 +0.5417859056248051 +-0.17228789213834428 +1.507685995958492 +-0.13422055795404692 +-1.2162615535164543 +1.249800770069232 +-0.6491219094998055 +-0.876485017158378 +-0.8876445102774713 +-0.4087093730789902 +0.9571435077173629 +0.7360350282760004 +0.3216177845574711 +-0.2817682957078829 +-0.13001796079341205 +0.7309031173924687 +-1.0332124532583689 +-0.041667736785685444 +1.7881984139553981 +-0.5688955925377202 +0.9300668566664652 +-0.09718741726522695 +0.5625875135770511 +0.07274226226732203 +0.17754083457336217 +0.6105707082816931 +1.1503197381090762 +-0.7243909285897403 +-1.21561051344634 +-0.2906269502422558 +-0.45478526203308894 +0.5187246865673196 +-0.7723375912508075 +0.2507159939389764 +0.5240639477345646 +0.6899653818583751 +0.08662680615873092 +-0.7366841840776521 +0.8668379098806018 +-0.4667380331743816 +0.019225826735541962 +0.5983705044688838 +-1.4234694855267147 +-0.23014894469769598 +-0.5330427489393568 +-1.1539631485144772 +0.46836611363957453 +-0.8853159820902579 +-0.4767270384981554 +1.0623176668498326 +-0.6970586076520291 +1.3913831821932074 +-0.5396638321076512 +-0.34482377989015434 +-0.16428618818770468 +0.6341250757503822 +-0.4213346117102667 +0.8052854932718527 +0.5496176549057514 +1.0338781218888755 +0.07734876434491376 +0.02989520381015366 +-0.7923369361977604 +-1.143064592524436 +-0.009092804026464896 +-0.4912531852573104 +0.6112821293092052 +-0.4905146654286224 +-0.9167654351104679 +-0.3319737703456323 +0.017336679699187257 +1.3618593237817844 +-0.16168166555856545 +1.123106629488302 +-0.2892527016400959 +0.638164081921299 +0.7823885563340398 +0.4493388177762995 +0.13034496939085274 +-0.350373814442311 +0.3940128538867493 +-0.6172356811635655 +0.8524670286700398 +-0.7290344243185445 +-0.5091336577055274 +0.565194873817909 +0.9941677751355875 +-0.9162787745748484 +-0.3694243423236782 +0.6611491048059612 +-0.13497963648262906 +-0.9003326563202392 +1.151289969180262 +-0.9006843322325335 +0.7215453500903115 +1.0505231372139958 +-0.2029459310749414 +-0.43545430317428707 +-0.7317518739130446 +0.9623925791406955 +1.3145680724866617 +1.04822754984722 +-0.35087840121506286 +-0.5770465537702343 +-0.07548839607005975 +0.44980668445255606 +-0.3895563037050927 +-0.41313061007414625 +-0.3849586838499756 +-0.6976869383176845 +0.4865593845440915 +0.2029505644763109 +-0.5376669027585921 +-0.07894905699636656 +0.13089052646696353 +-0.6353797604235298 +1.0447375162200165 +-0.8469906109440071 +0.40131388344003677 +-0.5365687121219418 +0.18574230683068302 +-1.1200862197813517 +1.3546099284952677 +0.98469281049317 +-1.1567102745395816 +0.052172301029817264 +0.18485103933889807 +-0.2955615142264521 +1.127833361348705 +0.3474014879755691 +1.3239308095048417 +0.07380923334373694 +-1.1796776574355192 +0.9884994957988837 +0.6725688756403101 +-0.7217833595535683 +1.0434086890286292 +-0.3758541355963491 +-0.5475206657337546 +0.5575528041050033 +-0.3252502511426854 +0.8322394251156622 +1.1503252276574187 +1.119678716024865 +1.017324048666831 +-0.2729792880375738 +-1.0165761366659838 +-0.7245115790602061 +0.30377661611946377 +-0.9037618905344704 +1.084998574243922 +1.4201447587029816 +1.1181767389019168 +1.148012274087558 +-0.6008751218183743 +0.15710083558473703 +-0.565277055258322 +0.6248260555050227 +0.4965472481271984 +0.20007209835952056 +0.06498262585467598 +-0.7704931515849294 +-0.542677134983065 +0.8764731148747678 +-0.9207070566724167 +-0.0692581110541407 +0.4539367534813103 +-0.6791381254800908 +-0.7833278006753035 +-0.18494154789533723 +0.7659857825508323 +-0.18190450689669496 +0.6995641907940557 +0.2357906227345095 +-0.12258961772759397 +0.7386060337487141 +1.1184344417270464 +-1.099717023069612 +0.8080393360553644 +0.603856488446999 +-0.5279018898271093 +-0.3303923768761365 +0.8879753986116019 +0.28368024604468933 +-1.2371354698968924 +0.4057935287432843 +0.9388780170791784 +1.252788533838209 +0.2983316897696915 +0.7534892937917592 +-0.6649471320981357 +0.16091493610430962 +1.131320884818978 +0.9153066865398012 +0.7146538675715486 +-0.3946584488321134 +0.1695760840209941 +0.40568956811913875 +1.1177241412168073 +1.5721578107051872 +-0.31069691787650633 +-1.265351251935796 +0.9745934993196417 +0.6867172789012927 +1.0624607640121928 +1.5076494059813954 +-0.46808693334278534 +-0.3662289976854955 +-0.09819340744908522 +1.8718295922910517 +-0.551264363762384 +-0.9671947337076929 +-0.5198890941566439 +0.38637669304930394 +-0.6301047489712011 +1.1806492760676486 +-0.3097875479249518 +-0.949726878205027 +-0.39213907902887774 +-0.12317614899130203 +-1.1512020683883986 +1.0650861419890274 +0.745019506316071 +-0.8196165294642341 +-0.4222883774468404 +0.05178373594543312 +-0.26411406253602354 +0.0030082317173784623 +0.7374863261871676 +0.8784116100060704 +-0.6551395006067811 +-0.9846195970309812 +-0.47371833060623986 +-0.4853192553906433 +-0.945295949726709 +-0.4790764445590852 +-0.7555791145042903 +-0.07134423731576778 +-0.8283481946376856 +-1.020248325761827 +0.622670008562964 +0.28900732139514534 +-0.7920890837972843 +0.6883010843162947 +1.52923560114269 +-0.6603532294628782 +1.079818663832482 +0.37335198119441926 +-0.40541308900912126 +1.1711572793976144 +-0.36282826982872446 +-0.501304227737934 +-0.37296654751902586 +-0.5174507977184764 +-0.5197438384717725 +0.5621949392401431 +0.33942300874115927 +-0.431176753115127 +0.06669660156841864 +-0.7040317224997497 +-0.37785609548031157 +-1.0997990875335186 +-0.7243543036923543 +0.2780114084597137 +-0.41930827980147317 +0.023267287233987743 +-0.5462303581912344 +-0.38528923459041925 +-0.012970727829667184 +-0.22734387549297075 +-0.5162854604192637 +0.2622432795111712 +0.506601601920124 +-0.502714753037075 +-0.605822546252694 +-0.22151529858595398 +0.35394924465288713 +0.6433119953756383 +-0.5784894821967441 +0.14318709912324348 +-0.45699196561881167 +-0.43905326070533596 +-0.6924324393730226 +-0.9024503916942308 +1.9881465880735338 +0.06848350050958518 +0.4100844919459903 +-0.6474222407962757 +-0.6734772296531559 +0.7278430539900786 +-0.4455526419554668 +0.41316348485567955 +-0.17700241452680476 +0.9275408110878443 +0.1315544078432269 +-0.19059469694144776 +0.7783400023496339 +-1.081279973804051 +-0.48156203427443606 +0.08332644560945597 +0.8159258460247283 +-0.26467191288944186 +1.1370195211999847 +0.8792824055747317 +-0.03259354027253353 +1.0133456868890558 +-0.664281814124773 +0.03548723367771503 +-0.5590610524650965 +0.1631822038237534 +0.16999516403045783 +0.33068495283349314 +-0.8070622576634281 +0.11296236210468763 +-0.09839447985147276 +-1.0529113212667685 +-0.702361436662444 +0.1249457904692948 +0.09965145907203482 +-1.031653617991225 +-0.6495203578407307 +0.17489359654726197 +-0.3852173288789957 +-0.5643634736343381 +0.8102927633621397 +0.9449473878578583 +0.30244640181520627 +-0.8286008236647215 +-0.8274549036579111 +-0.876485017158378 +-0.16924837415050425 +-0.8766431435079367 +0.22314037942501053 +-0.3618681795532503 +-0.02982917892092521 +1.4258246934116947 +0.03734043640940596 +0.5941537953774807 +0.13180418257925358 +0.16406296632832837 +-0.09351532055667994 +0.9159450459559255 +-1.4460832183830052 +1.2964030074086645 +-0.5038286042249476 +1.330850851118683 +0.44375730193863666 +1.1528562137566465 +-0.023350372928689467 +0.24070019975928547 +0.41134002439166417 +0.29643310073078377 +1.7231455170302332 +-1.016429063086807 +0.9193861326979473 +-0.5563234288626973 +-0.35861194796998874 +1.4697056093961802 +-0.24172761639437923 +0.4780137190394916 +-0.39006302282287203 +0.38569810455007053 +0.24082300012543387 +-0.2582249053641022 +-0.42883952805346087 +0.36140677857515735 +0.9604746938504771 +0.1713731395274602 +1.3934365636310764 +-0.7993897848169744 +0.3715834311912396 +-0.3324274594726769 +0.20173952790337654 +-0.7158004292138851 +-0.1785621883303516 +-0.49653739935866975 +-0.7711912955370488 +1.0199535283988617 +-0.8574664654429249 +-0.7848408805193476 +-0.7940477907053785 +0.43401925302244754 +0.18779142990470998 +0.17632909749530767 +0.5839672344360061 +-1.0279981907529065 +-1.0609068189448942 +0.40948875346036134 +0.2940144297526369 +-0.19092780139574628 +-0.14774968652526516 +0.9407026518337473 +-0.03993104002906278 +0.8368011646107398 +-0.13195369573575516 +0.927420857586293 +-0.695593488551971 +-0.31089322288881005 +-0.0692581110541407 +0.8470412069695008 +-0.4423460322364731 +-1.508025274860744 +0.6761611108064274 +-0.44786632575977364 +0.781398124064238 +0.20398143480333278 +0.1369590447707272 +0.11874245266015748 +-0.6908894783200765 +-0.05774070882280047 +-0.4463903649042948 +0.06770428344209352 +-1.059468022778811 +0.12043536499559186 +0.9188068172513817 +-0.41932391376623696 +0.982832086891763 +1.4691428890504545 +-0.8989506899669393 +1.0461583466013982 +-0.676331579237518 +-0.49236079452701437 +0.03333322431591362 +-0.02534831415006078 +-0.49209278983033083 +0.8283512925482654 +-1.0882928799870506 +-0.46702258651298784 +0.26411525701900407 +1.5339915463148355 +-0.3539385597761501 +-0.6667336420418202 +-0.8677095329555597 +-0.6005906774291574 +-0.1572184735080263 +-0.9724114167455966 +-0.9366691532411193 +0.6115771619313819 +0.38491745748247613 +0.276283717100052 +0.10283296245322449 +-0.552412164495047 +-0.7472963495263789 +0.7110967935338455 +-0.8432297427123487 +0.11656265804770563 +0.7867854595561432 +-0.15421290909339164 +0.4563678619531508 +0.24388895760664464 +0.6801004464161851 +-0.12792346152500456 +0.08369548068626273 +-0.27629130539478725 +1.5438638102398015 +0.3390299184662471 +-0.4768568404831293 +0.44751386977225105 +-0.913944351394266 +-0.7711912955370488 +-0.23435732243525875 +-0.9160963885107654 +0.7017054828221749 +-1.0348595919281802 +-0.13809152516543877 +1.0170879133060078 +0.23522025997779206 +0.2525682921840664 +-0.6397804683737425 +0.591075275371173 +0.5901748336660617 +1.3625499530555651 +0.015132066621847948 +-0.1965849067445381 +-0.0692581110541407 +-0.8766431435079367 +1.1179657505105411 +0.2600701929312911 +-0.6097586765564864 +0.02802242376632748 +-0.884719370681966 +0.04070462315503798 +-0.44407710501768566 +0.9131733805620288 +-0.6512815965186387 +0.7329732344181388 +0.8380783504487312 +-0.2733417235043814 +1.273349343849893 +-0.218154926755598 +-0.04784102669339807 +0.06362932928015255 +0.7657555666398037 +-0.7857880876133749 +0.33357315942051263 +-0.032761834230886244 +0.027983547224874436 +0.9952099421772713 +0.017336679699187257 +0.25523574729176285 +-0.24827268593231627 +1.2685490101359473 +1.364375632983718 +-0.5688572974586827 +1.6494811767359217 +0.5376279321032431 +-0.8196165294642341 +-1.64241426919105 +0.19382296079566239 +-0.6542172615718715 +0.02597642222608705 +-1.0422264273729342 +0.7389323934280585 +0.22742644971791753 +0.554844957828237 +-1.053149140897488 +0.13195497295496428 +-0.38831819419708385 +0.3897998705032671 +-0.05400335805098333 +-0.9440252027441345 +-0.8772418874098296 +-0.8655583890125493 +0.04842572916856744 +-0.39178133921617747 +-1.469531744357862 +-1.3969922069065999 +-0.8730634514433953 +-0.21660370949413876 +0.40401256603340546 +-0.48929661823845033 +1.0769504049517962 +0.7033141258266569 +1.4356568514231616 +-0.23232341634786358 +-0.4669361405325619 +-0.2734835263964091 +0.922035578695866 +1.0617885980299548 +0.6402004259915479 +0.6650663063251967 +-0.31704209311161263 +-0.4144755846493992 +0.26935656407546316 +-0.17700241452680476 +-0.4927851146132975 +0.5051793476605406 +0.2542273390618215 +0.12624945023560166 +-0.06130359776741018 +1.0224850506770062 +-0.12473420599526097 +0.5722679300348874 +-0.5118847983063004 +0.370447282345415 +-0.40088657088112395 +-0.4927851146132975 +-0.5593073074456514 +0.06973667504702315 +0.49023936915801913 +-0.5496327495985045 +-0.38025764772876686 +-0.2082359414245175 +0.21288315942208552 +0.21630300499220725 +-0.8344227712169168 +0.06817140720223408 +0.6316501010121236 +-0.01469425119546472 +0.6568415004975854 +-0.10067667917030576 +0.24352673832483063 +0.24246785451449282 +0.3291934377745001 +0.21863931644141657 +1.3827057054655605 +-0.6111320287712521 +-0.17096303993343515 +0.4105192024754846 +-0.10347512153950389 +-0.438946987582797 +-0.5087476378819427 +0.9621426576408749 +-0.8724937136384547 +-0.3374884300150056 +-0.6771834983059113 +0.9583338381542015 +0.09009607401139981 +-0.4697212939848748 +0.08119420286979104 +0.5926091773611193 +0.7599501131639552 +0.3265637645490162 +0.2697866720354951 +-0.22781146333640162 +-0.766455807808734 +0.10751226622869328 +0.17237643133880812 +1.0997977835106008 +0.3867572143705502 +-0.6142152883355136 +0.10663487980388703 +-0.50654543807009 +-0.6768011598958736 +0.20523503992584294 +-0.2153295866688989 +-0.7849699433278234 +0.057352745462726284 +-0.4185902812052737 +0.13353784468632623 +0.5082848835962419 +-0.0854089178892104 +-0.2391467499311537 +1.2330050707036473 +-0.35655980856947733 +0.7184918275666825 +-0.07446016752146223 +0.25451839368843 +0.03459838760011484 +0.2064308609783053 +0.5501506369896048 +-0.4000485419860526 +-0.6160693391529164 +-0.21622486152889153 +0.7110104037492877 +-0.13945154283975075 +0.3291333267568019 +-1.310772332591192 +-0.16831086020181385 +0.7415204491662264 +-0.5480319935622939 +-1.034868575012227 +0.3327023359280991 +0.6712905115483316 +-0.023188851430833157 +0.293702029392252 +-0.4431074312054137 +-0.4220374353291973 +0.7407650693396131 +-0.9783020937596105 +-0.49114240814177684 +-0.35695181563724154 +-0.55876693922591 +0.23254227405934738 +0.2185964287554466 +-0.16241165163756843 +0.1005188675229904 +-0.19557914915388447 +0.38568457560535063 +0.029704852538077267 +0.800150206472801 +-0.32050447749212196 +-0.5141252040218334 +0.5384367849817769 +0.10585374526487602 +-0.21274037581656607 +0.3307150388197006 +-0.7084218692717592 +0.6956938265437116 +0.491850334057089 +0.9056815375129945 +-0.2410090712004418 +0.574636546344947 +-0.10357831362558659 +-0.5001811877511193 +0.03357100033244699 +-0.5185187482605205 +0.9196310116929485 +0.20081945182153507 +0.06074866378633233 +-0.3494210253269866 +-1.4283477312292412 +0.3745675849668534 +-0.7956437526669426 +-0.38831819419708385 +-0.7134371681459957 +-0.42519193984960507 +0.6678159314569494 +0.9004668618737834 +0.596692443767276 +1.451018700156085 +0.14463017282604382 +0.6751853548316975 +0.5534043701061176 +-0.5091336577055274 +1.1889543045906885 +0.7144438367357195 +-0.5572623360194191 +0.34518572042592305 +0.0546861154463968 +0.08386928932505656 +0.8528767725776272 +0.7020518647459411 +0.901293698398973 +-0.6305147018934227 +-0.5302139616379973 +-0.12351180247117521 +0.24333903332854764 +-0.09141413362371781 +-0.46365092393105417 +-0.28641203567713963 +0.781398124064238 +0.19224807283450934 +0.07102091576614561 +-0.35892694683001847 +0.037061601918185375 +-0.7285959806584186 +-0.10413908052092552 +0.20021974535901382 +-0.6814893927046222 +0.5578258482858964 +-0.4460493391816463 +0.43336476259836887 +0.31233467685854016 +-0.6934627058016563 +0.03882883627048689 +-0.6117516818669719 +-0.09037136068235607 +-0.9512412349498327 +-0.4600864997681992 +0.5849460389347829 +0.2398014103985293 +-0.8295718033083668 +-1.1307576089088673 +1.4177791763996064 +-0.5637491918500257 +-0.5522741235281137 +0.099885271013746 +-0.7526956245769829 +0.07312850337987964 +0.24573591567621622 +1.3693723076576214 +0.8568964110405615 +0.11889061986074617 +-0.10454343273763378 +0.735976388575436 +0.6123030631396156 +-0.5384102031591667 +-0.26161451978097394 +1.082144994712257 +-0.08502581806869586 +-0.8707977804844416 +0.22591165623615028 +-0.45536380162614404 +0.6346780652911856 +-0.4477650509358038 +2.0265463686678826 +-0.41174408182024375 +-0.3560956216819452 +0.39180406964364994 +0.30115027535105154 +0.8314268102514937 +0.584520327288315 +-0.5331160517466886 +0.6296757871787022 +0.03346899245047956 +0.9977396598496537 +-0.8499091193596902 +-0.1532503841816717 +-0.09313502752696612 +-0.011950914661244483 +0.042720298513977004 +-0.36297725629575733 +-0.10117164595695183 +-0.5976672936073086 +-0.10512321112533474 +-1.258396352633857 +0.6979539530403966 +0.6308593470366015 +-0.7317518739130446 +0.0489867336510091 +1.0738523052923339 +-0.5460794745810686 +0.47885489879801596 +-0.6044831895343785 +-0.12351180247117521 +-0.5933895050383569 +1.0924213176163318 +1.4455680354246283 +1.0316613062583726 +0.1508100388275901 +0.6726364178859252 +0.012542681067383488 +0.07870695047627231 +-0.87484897522823 +0.4640190768495573 +-0.8998864440580738 +-0.6841605297423976 +0.2965332410434008 +2.2808228334133833 +-0.5358415306756734 +0.1990393317992787 +-0.1093176730951993 +0.07470978818457029 +0.13515284442015454 +-0.3539385597761501 +0.3617307243274573 +-0.24339927104818193 +0.33913282400625183 +-0.4365955586372298 +0.8552020212386251 +-0.30628470497057386 +-0.8361990889276423 +-0.20208263155321526 +0.6786964685298551 +0.21454992026366687 +-0.5526671723888583 +-0.5600244184364873 +-0.3589823415930085 +0.8054612641647141 +-0.20208263155321526 +-0.6063551942618348 +0.8765963918255635 +0.0067657692090707655 +-1.184404494841076 +0.1358259973051813 +-0.8692241040622599 +-0.4882929787432418 +0.36596723408399984 +-0.07878326092566762 +0.9155644990937233 +0.8947461337025411 +-0.5580788542128303 +0.08109931827998398 +-0.6948180420564409 +-0.12182382094386862 +0.43040395134201376 +-0.6555895105719374 +0.10124701135931259 +-0.5144346483055915 +0.4681396302228062 +0.5420966281323427 +-0.9414432212833785 +0.6214306421783806 +-0.13307421925385915 +1.5069101988906444 +-0.37965101853059685 +-0.17807232634916131 +-0.473419455092745 +-0.5562871119747976 +1.0252496866575431 +-0.3023022705864755 +-1.0239798012499537 +-0.7239551162950182 +0.1410968307470603 +-0.2708811664891073 +1.0809799817565118 +-0.04495709714883733 +0.30062003838257634 +-0.7584340824021929 +1.039894143517302 +0.0738033800115191 +0.38427671478830444 +-0.47925630695525306 +0.5175114285083684 +-0.7771580977638797 +1.3512736343705392 +0.7032555696499345 +-0.3535381110300469 +-0.7033347248071735 +-0.6648725014601247 +-0.8747622634241115 +0.015185652339437083 +-0.43063856940685225 +0.8671272943356496 +-0.16652823800036487 +0.5390647969935451 +-0.5376246318048266 +0.8877855251878011 +-0.552412164495047 +0.33709379015173135 +-0.06683968524520201 +-1.3459846445649597 +0.22136500498805092 +0.6293435463609118 +-0.49175217733528814 +1.0006789782307262 +1.0083503298229 +-0.1046086830433422 +0.7991645266652487 +0.8288054320588265 +-0.29626304771216344 +-0.9963685112017044 +1.3378276249418146 +-0.6524361885722016 +-0.4767270384981554 +0.21746507894207803 +-0.12779469724892378 +-0.8219629629341272 +0.1370743426021875 +1.0680660177103376 +-0.7456058179401999 +0.11375393586831697 +-0.27831938137644124 +-0.6908894783200765 +-0.06736509043641481 +0.09945962221026436 +0.9238754251568946 +-0.7482539764613216 +-0.0374294747605981 +0.9568879230920706 +1.063146122393433 +0.1464469659575823 +0.2569595242579583 +0.5491092372987256 +0.13751791609158726 +-0.4033936158273908 +0.8385159130726085 +0.9105752595875607 +0.09236890214235713 +-0.20308804888437604 +-0.42808089714854464 +-0.07671147920873178 +-0.4937602760068402 +-1.0632976590212029 +0.10226910160634618 +0.04372921690802259 +-0.3268767470614145 +1.8426726423439763 +0.051016052515104576 +0.5062994720352325 +1.2362810404416473 +-0.7983624397020566 +-0.6708172648565516 +-0.6005906774291574 +-0.4749057174070506 +0.41675718928520417 +-0.37468862585608037 +1.451407817573172 +-0.3494558783102528 +-0.11428297568438456 +1.4828756406041306 +-0.2634610058570773 +-0.24134419512084604 +0.12108626534524966 +-0.7523816693590064 +0.9320436584473641 +0.21176604330564594 +-0.06954724817857108 +0.052307098597964355 +-0.1796003003323014 +-0.695593488551971 +0.4986333581070379 +-1.0972691327538777 +0.9040487700167688 +0.47631147139468083 +0.29109651710228945 +-0.5223081086713117 +-0.23802114277308378 +0.20173952790337654 +-0.806978718657603 +-0.16134393099417427 +0.6090138606528184 +0.5231440789317192 +0.09076804135071681 +-0.7164838616766689 +0.5273721325992287 +0.6396142747362867 +-0.7956668718614217 +0.3167389831298286 +0.7238453499475781 +-0.3394187638760737 +-0.9017346868981342 +0.8731582964501179 +0.5640836094051509 +-0.07797246293880913 +1.7829677250644145 +0.994937396359014 +-0.5692105789388819 +0.8808776638062388 +-0.29791399470124785 +-0.8329905433324807 +-0.40088657088112395 +-0.8834297364563988 +0.5116708850989822 +-0.9878715127434816 +-0.9102265716102034 +-1.1011888484150174 +0.7435895811456861 +-0.028924034628262263 +1.611884877002924 +0.22447744525440172 +1.2030260831451134 +0.12449116287314904 +1.71429175102335 +0.6774339815807053 +0.46343758401562785 +0.2899175417830682 +0.1988244121956857 +0.33041429556356217 +0.11527935860843189 +0.22342708248286794 +0.016739669003843938 +0.6426039036585984 +-0.2954469769088112 +-0.6683679189899097 +1.7573905662540548 +-0.37975022058342395 +-0.20905162789520298 +0.866660381956716 +-0.13345305718360984 +0.05385841775945552 +-0.7595733737880108 +-0.6961806503048478 +0.40568956811913875 +0.7458003738820402 +-0.37059437652263577 +0.30703342627764507 +-0.7359425007360287 +0.5547382674028376 +-0.605466682318391 +-0.8766431435079367 +1.165042426239319 +0.06796409999558811 +0.699101470166162 +-0.2952916439531663 +0.03346899245047956 +0.6725245304944785 +-0.7285959806584186 +0.3032603210806094 +0.804273461273252 +0.4877140101839208 +0.2391856424482145 +0.4213870336055469 +-0.8699851864210886 +0.33342826355129107 +-0.020791583130427144 +-0.876485017158378 +0.6729048029533031 +-0.37911518039888364 +-0.682930882573344 +-1.123665338395967 +0.3071668895774769 +0.007106946363760497 +-0.3905174414384221 +-0.5087476378819427 +-0.5330427489393568 +0.007820940199858795 +-1.403915729084599 +0.3821363215496481 +0.4270036668628487 +1.6200090142937238 +0.2439860950999452 +-0.3787716032826686 +-0.7458566175235617 +0.3199237160860097 +-0.5962021590304818 +-0.5114039170785201 +-0.17409923147556883 +1.1202690327995182 +0.46110943443681907 +-0.4351841980226114 +0.797739231639182 +0.838483785696688 +0.15507737506173758 +1.4837625834934363 +-0.1663337542093854 +-0.5198975863722068 +-0.2505645162137579 +0.16158976824319143 +0.6913873586993726 +0.4004263435189089 +0.762996623377687 +-0.6050375364394374 +-0.47777319848478234 +-0.015234996420778024 +-0.12174484059923657 +0.6760088911366497 +0.4028091215023292 +0.5082165884077274 +0.4598252077696721 +-0.4478668675171937 +-0.30368513847150963 +-0.3569537028215592 +1.2257942738035235 +-0.2200970699368287 +0.7648988664519158 +0.17120386878137817 +0.9677571611399951 +0.7461536215018596 +0.5431229632613082 +-0.6839256117921737 +-0.2742288253939589 +0.3196307421865417 +-0.27665804330939514 +-0.5262436529628873 +-0.22573923780135613 +-0.34901587239430426 +0.1570559922691525 +-0.427937578801369 +0.732104209463424 +0.18941137773951797 +-0.5647327142345231 +-0.227913388270032 +-0.45519160907628925 +-0.1297746582787368 +0.5373095567009072 +-1.1518681013361445 +0.45097754613249225 +-0.635104020296521 +-0.4626549328803535 +-0.9955934601379908 +-0.8162750310976774 +0.31612430130389807 +-0.7687300971046429 +-0.296514371618426 +-0.6546639545376962 +-0.5136511330856579 +1.3401334833382252 +0.8592493444805065 +-0.5156756828275464 +0.7065590812685989 +-0.61578802938055 +-0.711906253346124 +-0.7506249209460882 +0.6261294195285796 +-0.6805645604414308 +0.5769234880348584 +0.09373444608359369 +-0.38831819419708385 +1.2125515807683107 +-0.791415391859174 +0.755879793796042 +0.30645280592123936 +0.5396312370774055 +0.7412794957712523 +-0.7438994088954665 +-1.1781334033159734 +0.12235880632277114 +1.6582537057761533 +-0.5930522424493023 +-0.38025764772876686 +0.5931608748764723 +0.5606561060071524 +-0.5264026904377279 +0.004563238791878588 +0.8464455886204847 +0.5841680881799787 +1.0852780193971578 +-0.4490847931600667 +-0.9405562107915411 +-0.36248248442424286 +0.5275377069241693 +-0.15930478987954239 +-0.938734240415958 +-0.5579160564108836 +-0.44694629918251044 +1.8747658953140944 +0.5710912513078457 +-0.6510665124574273 +-0.5935555755807307 +0.15850243965448219 +-0.3802888380558453 +0.2311530761285614 +-0.5650959675402647 +-0.6501992537970942 +-0.8574636294593672 +0.4840573977496383 +-0.6770077101630485 +0.5948315624360259 +0.34800817126706546 +0.6493211611912246 +-0.5406652750127858 +-0.3769270412657119 +0.9884585860185331 +0.06333083791461006 +0.9391055049654591 +-0.6355624960095458 +0.16249160534000134 +0.6579679730910115 +-0.03443655967406811 +-0.19491978673354932 +1.128341157951013 +-0.23402497957543367 +0.13034496939085274 +0.6157230033096486 +-0.47294299021889147 +-0.5073762321080781 +-0.20661705274932973 +0.08894792141037519 +-0.7760081173491358 +-0.4350333389670625 +-0.7973588665689144 +0.301676593226471 +0.5633035116257135 +0.5074444750216842 +-0.566631330956439 +0.6759673519199132 +-0.20746315129066284 +-0.8340078748981994 +0.18755388971887066 +-0.5745020711171478 +0.9942662340245301 +0.09131785279656603 +-1.034868575012227 +-0.3251752434202117 +-0.6287571573231618 +0.07487612713833137 +-0.6510660921182823 +0.17061160145571513 +0.061816219923734456 +-0.6948634379839551 +0.4497903795728162 +0.4014296011704949 +0.36526426551770574 +-0.333820584538025 +-0.5103503473755444 +-0.8373755255928084 +-0.6880153664302044 +0.2288742022016365 +0.05956847803795763 +-0.2822413189887807 +-0.6024495351652397 +-0.16438883181379127 +0.6743691768519426 +-1.1825066765325243E-4 +1.042339413035535 +1.0268817196823028 +-0.6005906774291574 +-0.1678573572266533 +0.24582776566979092 +0.1467094177827175 +-1.1815652650469242 +0.5091941007258411 +0.8945929289090682 +0.39227958226327814 +-0.9388429745684275 +-0.6389530327479607 +0.4457551359266553 +-0.05425163652574805 +-0.12457289484240036 +0.11874146678486319 +1.0241785635583507 +-0.8264852747434441 +0.6131174895246116 +-0.15691212633032597 +-0.3084824627571128 +0.5111599932186406 +-0.47131852381284417 +-0.8830458273157564 +-0.003088544210944677 +0.9747530932366071 +-0.5031780544130824 +-0.5267843939058896 +0.017336679699187257 +1.2507241758848195 +-0.12986091733809502 +-1.0609068189448942 +-0.5378831357926246 +-0.5575121972293142 +0.5489173255866591 +0.16027594102584222 +-0.7657481377622304 +0.38559699638542483 +1.0731779618839024 +-0.03400553169198478 +0.42753675921378426 +1.536728427823876 +0.7369948793585988 +0.4775287798498361 +0.09629020294847518 +-0.8531965924827916 +-0.5672360563811116 +-0.006267632822972685 +-0.5297682718520667 +0.1803599193195416 +-0.7828869215170449 +-0.9102291779864298 +-0.3870310546269046 +-0.3073946984643695 +0.02476935615165414 +0.1670996517809342 +0.18987918096439904 +1.6264942818829227 +-0.1775240519705143 +-0.9541150995200294 +0.22338749149196488 +-1.0400017342665024 +-1.2697329753425088 +1.3360151902164832 +0.11259520557979748 +-0.5256532152558262 +0.9119821070806593 +-0.7303495209842665 +0.198660367946295 +0.2152513668822129 +0.10219662755913014 +0.6126258345043059 +-0.7711912955370488 +-0.5171422790249183 +-0.49230518476219315 +-0.4438213682342526 +0.9721892285073683 +1.0597688156509535 +0.13181717221664913 +-0.6639750411509009 +1.0867732143981503 +-0.15316691873088806 +0.14951569670034098 +-0.9313215092039699 +0.3462702182731534 +0.43417757003667135 +-0.8707977804844416 +0.06074866378633233 +-0.14722037001854094 +-0.2109765927944442 +-1.0341653383316591 +1.0687719874718928 +0.49830572094060754 +1.1605769190288768 +-0.48547286083806923 +1.1266038708690516 +-0.8565995354330584 +0.3788362171225102 +0.416762419338084 +0.46786324606859964 +0.05161851695753711 +0.0593441372967 +0.2996252546405073 +0.8082915890539291 +0.3789082399618678 +-0.0851791708631745 +-0.22949663162314032 +-0.30382675564703066 +0.20532928979727005 +0.6900901641945179 +1.0918922741093788 +0.11419067351107406 +-0.24172761639437923 +-0.708537114561101 +1.2914724326863345 +-0.43173932483497574 +0.2347171999426046 +1.789763767069346 +0.18905534269641033 +0.9849739929002508 +-0.15481628388565993 +0.551106160713225 +-0.4019870114006702 +-0.4490500904970713 +0.3083208269871697 +0.8795103078423947 +1.2253601051929075 +0.5682609846189282 +0.23762429078123737 +0.13076397223933733 +0.5691863860892847 +-0.6892151088150174 +-1.1334800912952914 +-0.6005906774291574 +-0.49750786169658273 +1.3887109555540955 +-0.5672360563811116 +0.2548968511946397 +-0.3227462574720725 +0.7797857278831422 +-0.3252502511426854 +-0.12847469327869038 +1.0697301541080835 +0.9034850446491374 +0.045127329950273964 +-0.11976552608947433 +0.07032083948202285 +-0.7189693962661754 +0.7522251528154522 +-0.44682518205652705 +0.538872871684227 +0.14710576824681837 +-0.9407293686270328 +-0.03165185157187922 +0.3638167671358026 +-0.2045737433527886 +0.8895441411453298 +0.9013191144491932 +0.3741410090410244 +1.0735184856819386 +-0.5725519911746755 +-0.5784894821967441 +0.2591536288377356 +-0.333820584538025 +1.3563112543521108 +0.060086292009515305 +0.2923866399659032 +0.9362118661971153 +0.23046112663269597 +-0.99436746515708 +-0.39358994802469177 +0.17598871954736495 +-0.4389112563986614 +-1.188727847790095 +1.2056938511847743 +1.2904443413628388 +-0.48623293652192595 +0.30708816029560937 +1.1502438123343244 +0.48775200445625394 +-0.16254561295496278 +-0.20194290099871542 +0.011532715520641668 +-0.1856337689999238 +-0.8465342637965234 +-0.1985033009809561 +-0.38680623760478355 +-0.8853159820902579 +0.41225431192601125 +-1.0307410206758922 +-0.6731924015473083 +0.2753234692874483 +1.9835143320675719 +-0.18886620525979186 +0.636148925026601 +-1.3759761628675196 +1.5789596150966352 +-0.2713605648511823 +0.2230351562815019 +-0.6465459545400503 +-0.038166242049373106 +-0.5907348118421696 +-0.6230059178211935 +-1.265351251935796 +0.14582530293981533 +1.2539577181414137 +0.6223510067876492 +-0.5237710140290759 +-0.29817574354397824 +0.2450448387186142 +0.1119061148295497 +0.9176229047867286 +1.0314327131084426 +0.3999685098431142 +-0.11926807847556908 +0.3365760811915619 +-0.5690279603527499 +0.39428451461762665 +-0.07628017418755201 +-0.13145269585181157 +0.1234599514698791 +0.19224807283450934 +0.32082258848608797 +0.7453051656306993 +0.17530534229150183 +0.6972324519370781 +-0.15075397233677995 +0.7098673059649483 +0.028280818766912907 +0.35970852495150824 +0.8920707899261135 +0.02212647862182962 +-0.4761941043437125 +0.32437829892156533 +0.21176604330564594 +0.7282818771262556 +0.45459314909014575 +0.49499932996842183 +0.7851982036838159 +-0.06633563182288171 +1.1631231545055676 +-0.45102017058125793 +-0.6063551942618348 +0.7395308351786092 +-0.6812568146910485 +1.4644737542580657 +-0.08502581806869586 +-0.5188305881641355 +0.19499933219804555 +0.4976395945119445 +0.36300427801949237 +1.4544116377171257 +0.4525848584009462 +0.17611750702459988 +-0.8692241040622599 +-0.28748760816918134 +0.9606966832913035 +-0.7669073426157258 +-0.06644155068534546 +-0.8604634872827122 +0.28821864252540524 +-0.2753701070259226 +-0.3804837205043394 +-0.8197293624794137 +1.2871981237011627 +0.5965879446239355 +0.39708356978588316 +0.04866384485165895 +-0.4812102346622194 +-0.07502936636316038 +0.14211860442938423 +0.49939494026896003 +-0.2831819956908288 +-0.7121963432791099 +-0.0284115625771717 +0.4127848238043111 +-0.8095066625931624 +-0.7874225904840599 +0.15231966551841747 +-0.7026198583888899 +0.38578677160990554 +0.5702746443878828 +-0.4135209634123515 +-0.4793285998562085 +0.6952113720894728 +-0.22191155565647858 +0.814402030000855 +0.06747877651403718 +0.4732423460165494 +1.035737862153014 +0.29502261580590716 +0.6094245905988556 +0.14564883242729165 +-0.2982655545087701 +-0.6170177462234983 +-0.2520894180577795 +1.1631731147440951 +-0.5310436720686442 diff --git a/src/test/resources/regression/splice/predictions_L2R_LR_DUAL_bias_-1 b/src/test/resources/regression/splice/predictions_L2R_LR_DUAL_bias_-1 new file mode 100644 index 0000000..fa64009 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_LR_DUAL_bias_-1 @@ -0,0 +1,2175 @@ +0.26070639334725987 +0.003690836197067495 +0.9421580083325068 +0.14679884017486816 +0.09781168274803631 +0.9928779815740683 +0.04723265136348975 +0.1729071403792893 +0.03547022928680062 +0.8129095397792033 +0.9862746026263105 +0.01679625125760074 +0.23732258248649793 +0.14928939391097257 +0.03593378337842424 +0.045553981860473464 +0.15514424360402485 +0.23879575720551116 +0.1395887258761659 +0.2165272895940611 +0.05338072475072647 +0.29147960036390336 +0.32411127347645935 +0.9866128028892457 +0.5909166088189436 +0.049639346266371044 +0.10491095569126968 +0.9491885445315793 +0.03816027785371202 +0.031303599165433654 +0.1662221373728208 +0.8888699992895812 +0.06625092093829503 +0.803097331848468 +0.9973820885257586 +0.9751813931754462 +0.9988426238581063 +0.06415382162425125 +0.17546875740232104 +0.15680452129640962 +0.9876201157804155 +0.2066776003201041 +0.06941829320932953 +0.9277993581075291 +0.24250951905557447 +0.9507350936317553 +0.9953577741839211 +0.7795928925661352 +0.7763189957448644 +0.7467876152674733 +0.954203108190817 +0.10201496832166802 +0.9191812557588709 +0.6609516810041238 +0.25540054800112677 +0.8618541879635719 +0.8868458531384318 +0.11928093934556638 +0.9815444755487092 +0.015540157164009865 +0.9826907344777231 +0.9159073490306653 +0.11508409812399338 +0.21503061152726913 +0.9768381604713542 +0.4591329270115175 +0.9253919168637096 +0.04155169018513537 +0.9989759659682286 +0.016412519687349605 +0.5351472608906656 +0.05404647468862342 +0.9209307186264559 +0.47899395388833754 +0.2935719257507741 +0.7136080400204736 +0.7337376453472664 +0.23202652670429888 +0.9622273767751585 +0.7508609154316302 +0.6807261858554543 +0.2292283986012681 +0.03754132315297835 +0.15680452129640962 +0.13297015622270045 +0.9238036858058659 +0.6613262804118996 +0.587081313053158 +0.01994306731188099 +0.9022869912110745 +0.13764124867786554 +0.5442484114493572 +0.9607453901220924 +0.3210840061665925 +0.043330197322618814 +0.33239034619123503 +0.9134581391238709 +0.9424008843207636 +0.9985629139412484 +0.8879217201910391 +0.9299248475032585 +0.3940409635137978 +0.42572470363673104 +0.1278907588999279 +0.06627062056684102 +0.0034432840200541836 +0.9768231244172382 +0.9716397040050258 +0.9797348479919373 +0.48386145454712537 +0.013790302499014973 +0.09617426351891384 +0.8648784231700988 +0.23616702345860144 +0.5777427084740473 +0.79940594772091 +0.3905430621284493 +0.2505485199020137 +0.01617259439907969 +0.3419386272581145 +0.9727684331705508 +0.9505481669739099 +0.1415580745667766 +0.031737288938227956 +0.049639346266371044 +0.0831767891564081 +0.08396308700679996 +0.760761352292436 +0.9859947201989869 +0.1617072152393254 +0.29099435756723946 +0.9973995489745425 +0.9860184938623737 +0.8637666607353491 +0.05985625407284703 +0.9973585261451215 +0.00671816073288831 +0.9784825712952991 +0.14752039169819098 +0.3089154856192675 +0.9995353643722427 +0.42914073024840954 +0.4302334163467176 +0.5101724041832049 +0.1305483299663766 +0.9599761555835034 +0.6878928033983395 +0.7963186801884566 +0.08285137420382764 +0.4030549701994666 +0.9510960374964409 +0.9972590621195188 +0.03386822628574434 +0.12339578019720544 +0.6341286023411824 +0.8769465791627779 +0.9955617607907167 +0.9821108820084609 +0.9256395757639684 +0.41631037693452905 +0.9661145618320152 +0.3201414074741801 +0.38117161470570204 +0.32587983370334894 +0.991692983721847 +0.4434319551527046 +0.37218520299224855 +0.9923733040739005 +0.8509362682578138 +0.16150153155709632 +0.019530640059259047 +0.350867255245092 +0.4173282999501618 +0.778229725472158 +0.021816303102088444 +0.0978538166932655 +0.3599295342499573 +0.15391614718799312 +0.06363071141121732 +0.8742232522811606 +0.9148555684173788 +0.06736757209789546 +0.7760660101111978 +0.9734911916787403 +0.13992515781190773 +0.20607796114462038 +0.7732015589134588 +0.47403507852921883 +0.9364209785104071 +0.5279868836797491 +0.9222427262468482 +0.7393955271407376 +0.22294267898538112 +0.4190387215896197 +0.9759003315189155 +0.4688714730896362 +0.13118495138626324 +0.012234597772104583 +0.4447678665963471 +0.017683117275017472 +0.9639428972090521 +0.929656956072789 +0.9873623470299921 +0.5227359036411313 +0.9901091077902321 +0.505776135858106 +0.8240953161874544 +0.3401441371355355 +0.9915405457587392 +0.7496016977507416 +0.26160245139703836 +0.9924211507563487 +0.11537427960208192 +0.049639346266371044 +0.29288144596628113 +0.0721056045542936 +0.6154792682815655 +0.8424728286267027 +0.12380997080323368 +0.9962805284807585 +0.29867163416078557 +0.14434823891205936 +0.8029690862344436 +0.10531877762143488 +0.1719168017735227 +0.377750037450026 +0.18499568044081538 +0.201653750862359 +0.6848956108669595 +0.9701449066834729 +0.8582447764378774 +0.49070566806163074 +0.909098467452996 +0.91212395930109 +0.5079004914800651 +0.9164236339335018 +0.9084794233781343 +0.9671696785186107 +0.6236171383545912 +0.9936430411432368 +0.5418677889669681 +0.09442848935481321 +0.4673737117961576 +0.6544691281032923 +0.17338530243643005 +0.29413019598002565 +0.761991495103329 +0.037818785581158934 +0.1895589050795702 +0.8700442493767179 +0.25490539692075925 +0.6764543529533781 +0.9470477264164524 +0.1306061800606122 +0.9994382011557205 +0.7203661971079242 +0.01336569541861986 +0.7959911525209421 +0.3202047659037856 +0.1793318731069768 +0.03327536389687306 +0.9962799654111457 +0.7365791717341327 +0.8941267173049691 +0.8658458630240536 +0.08545750990630131 +0.9500700871030279 +0.8420496042120086 +0.849355045680229 +0.0647248997527375 +0.9945675990833751 +0.8611197332323431 +0.33515699673159766 +0.0048074535381220545 +0.10741285833514046 +0.6563251915668362 +0.22993554146473083 +0.024398312907724033 +0.9982873646439312 +0.8886284628273505 +0.9721001483547025 +0.06575747201721667 +0.3243857155554678 +0.3929113067124279 +0.697878264296806 +0.9173458767162213 +0.7502406753066984 +0.8392532816930979 +0.9563797897880869 +0.9935615828622543 +0.114177491879853 +0.0831767891564081 +0.2791154635664204 +0.9943343091679421 +0.46372210196247726 +0.7314035665239436 +0.9895922041096837 +0.9746350004235733 +0.3648117275029385 +0.25952394430662235 +0.8704450331959521 +0.9725667033958394 +0.012566538055111879 +0.40609547075165875 +0.1569091107452284 +0.10835510563396192 +0.7533532125638132 +0.8038244256668362 +0.3033991015896046 +0.4982469386694814 +0.9615951371587017 +0.8925247545287324 +0.998716489088781 +0.10454676129700623 +0.9730269642485249 +0.9627519554961694 +0.9982181765585267 +0.9900858559864069 +0.9042437176134941 +0.02325108964219989 +0.0251259830052263 +0.35402108187933173 +0.9130588274608542 +0.21291655299607043 +0.06024924607638974 +0.11883569784293109 +0.26514459578667077 +0.0034701240484831916 +0.5614158934724901 +0.22920038696796538 +0.1998419864439309 +0.9819370383527876 +0.03695854709119605 +0.05345084166524054 +0.663906590835478 +0.19351642097522886 +0.9665950830497824 +0.07682151996176138 +0.9772218602340538 +0.035330132921901285 +0.8230512721800054 +0.5980966340285219 +0.231206922974006 +0.31915810337964523 +0.9998510214628422 +0.5703265110163421 +0.9230127149393604 +0.9293534619742125 +0.9310026079263616 +0.9800078979310378 +0.37449477324719005 +0.06604050397666125 +0.055403890635072936 +0.7934291595442815 +0.9762310955418777 +0.9983763511610376 +0.06251439450587047 +0.7812377293887361 +0.30681210044685886 +0.6842863275145743 +0.8162685024051701 +0.022941316387373505 +0.13450122663313052 +0.03456683468120056 +0.7250419106157672 +0.13578918086863198 +0.9256513733095283 +0.09260093276458337 +0.1417751925873136 +0.597819181840946 +0.12611054098897023 +0.005510074721874952 +0.3065651273430284 +0.29230966348831333 +0.020664201376858492 +0.0954726640629327 +0.6220916180673646 +0.45547609179674087 +0.9483667271154615 +0.786532099729285 +0.866700176552399 +0.9808629067715208 +0.5688477552627557 +0.8501321503818062 +0.06308371333565257 +0.9856287929849802 +0.9911871339462721 +0.16001542859831047 +0.9867252401014482 +0.9844819357964587 +0.9984883012286285 +0.9937115273884285 +0.9980474977355391 +0.754839117747591 +0.9326374602133609 +0.47349400188201746 +0.5053456301963879 +0.13459090929622564 +0.4274442224615995 +0.9576091225762445 +0.07340635950945364 +0.9472812965727625 +0.37488765711852634 +0.2396814535171899 +0.4339658034248946 +0.260867988350697 +0.03384595347939476 +0.9980243357113691 +0.16219333723998156 +0.35019120502844836 +0.9765276650977975 +0.9939294093973282 +0.9703408066093544 +0.057665246225829095 +0.963952700805662 +0.13672728361855235 +0.8775474689572095 +0.9878821399726319 +0.573740921555199 +0.4910985331713899 +0.31418463563037213 +0.30339245107807006 +0.6958679864744972 +0.7545751070552852 +0.1316492045853987 +0.9114458534648886 +0.9899935734875237 +0.9965011329307688 +0.014055555009746121 +0.44348998841009507 +0.8881110407192538 +0.982650070003069 +0.9990896757188251 +0.1386574033565364 +0.6947935296967643 +0.016203414594556514 +0.787588003163928 +0.16309064990405456 +0.010728069564921906 +0.2683154713855529 +0.6635407014979536 +0.030344778740344136 +0.1732481132399052 +0.8392043789928468 +0.8062101043735683 +0.9955146694528836 +0.009310149697849842 +0.09860214435647971 +0.6504737515739218 +0.7876740924865532 +0.22052652873665296 +0.0800976389062952 +0.26820073144627743 +0.30006018623079334 +0.3442751228834533 +0.9917511262875509 +0.9020889504356222 +0.029629253682156454 +0.9622053451709489 +0.03384595347939476 +0.9263472315768136 +0.8640325758687807 +0.5106533935609012 +0.8832352208352919 +0.8160296866049515 +0.7993820584225501 +0.5366878274367526 +0.22634202896578468 +0.6949352116317877 +0.8411838928768297 +0.808281874749389 +0.19222194287348288 +0.5837507067800973 +0.5937038021798849 +0.007206143533548163 +0.9924575441289529 +0.24874374954338532 +0.7762473356605581 +0.931310317374077 +0.47388695396780306 +0.9867123408954938 +0.5362764566259158 +0.9783380021709707 +0.8284183692605098 +0.9961698470811454 +0.15917007756495433 +0.023724783745891254 +0.16281610105860359 +0.20707130427927356 +0.22990637699940902 +0.2806028707736212 +0.9722640036360365 +0.02199654594921104 +0.9388216781747355 +0.009014092128767338 +0.8443623121562573 +0.6150354452833787 +0.9933064703150267 +0.052178683120981076 +0.40222269248397224 +0.305526296255634 +0.7259457011183358 +0.020421446021253235 +0.9293355905577244 +0.8452916563515603 +0.8114912084403965 +0.08501602117212652 +0.9041141938092511 +0.9023126790188242 +0.05030164547701612 +0.5845728562259318 +0.38517547742740565 +0.02565493186919149 +0.2817937852539942 +0.9984093485043835 +0.21229641146795608 +0.0493426355777395 +0.03723430853048223 +0.6301348882890744 +0.846895698866202 +0.7834793961532441 +0.9974223743124396 +0.5795494033971681 +0.10209904695753425 +0.16026186180990123 +0.24169541884016418 +0.08925898458919178 +0.9950710323116341 +0.7816068696063054 +0.394859456698329 +0.9478629510900426 +0.9954261321693237 +0.9631082360482118 +0.5532824593648074 +0.08885469101359615 +0.23705804523359378 +0.21866137004428088 +0.4339658034248946 +0.8165788394653176 +0.43848318554723686 +0.898495698327127 +0.7163386601980893 +0.44293482397563066 +0.1349747343595046 +0.11523835228428526 +0.020572457588244674 +0.9480234326127625 +0.48021371251035994 +0.9860866798834736 +0.5523656216011458 +0.6665791149120587 +0.739455369503031 +0.9602157985618197 +0.9893797864302899 +0.08434398390159999 +0.051977684616048965 +0.22503341514178016 +0.11594822487515165 +0.06670349688125912 +0.49391278700792984 +0.8832311913802323 +0.6294723423663154 +0.7669604541600755 +0.3774181932085876 +0.2089853563260128 +0.9225636626294919 +0.19490810158212873 +0.12056362986389631 +0.04422862629728694 +0.9778692477255146 +0.7268867472914436 +0.5302080333821492 +0.30665588346588796 +0.11407989058451248 +0.8268567927594304 +0.5892944929506023 +0.9875861195750903 +0.8669509392292077 +0.9733670799717286 +0.09781896839138728 +0.16390926724974153 +0.8851008464724306 +0.5652529700902023 +0.9874264446860103 +0.32635692472171296 +0.8869726579060655 +0.06185434989907825 +0.11921654464486973 +0.050608596171109015 +0.09239770682649824 +0.1229518690077367 +0.8122916826221203 +0.22790598277581892 +0.03476210453555156 +0.9992054003003695 +0.9980848924310464 +0.975628682609605 +0.33817420006036153 +0.4285671665230829 +0.20874227885895794 +0.9469467826435031 +0.9703422327135229 +0.04141311959574859 +0.05384925166625859 +0.22697106092562436 +0.5180138902464704 +0.9801940590347991 +0.3229595477285433 +0.4453405558668386 +0.915975484639781 +0.25616469273675496 +0.979982176105956 +0.08737281459853995 +0.8824643828875296 +0.1417751925873136 +0.9841652283314224 +0.12185481093073164 +0.19307738826565904 +0.5192589489725883 +0.07490536795616995 +0.7923909227040421 +0.1193748306033741 +0.9828405545204358 +0.7366631761607282 +0.9669232361300685 +0.8020852714136444 +0.25946390418993887 +0.9897335233183068 +0.6344882152648395 +0.6456298041832229 +0.05609549653294164 +0.9026913247019677 +0.025023752274724934 +0.7645918831084317 +0.9619580263150831 +0.07342958231412598 +0.22432480543006258 +0.12346291921795267 +0.08434221168723927 +0.6210737033598458 +0.6678745389019053 +0.962498345306641 +0.9925769336399918 +0.685849128474314 +0.09617426351891384 +0.2691549813827929 +0.09035518747301548 +0.8901430194093172 +0.30673110816399596 +0.086353120697641 +0.9011422206471288 +0.6405758606667774 +0.8420970913728654 +0.994209769069335 +0.04499014236578143 +0.14973676422978835 +0.9090541667584544 +0.9113130622031039 +0.035330132921901285 +0.36788395171486116 +0.2136602189548256 +0.8873593667041149 +0.2626626976874743 +0.9969967176553098 +0.4222381087615561 +0.005995813691867631 +0.9939250640719769 +0.07795742272326354 +0.026560465963154953 +0.02617646506323353 +0.24439168813873283 +0.9821843879542558 +0.9631780934615064 +0.8389481432412184 +0.3155119987591856 +0.35950980656168763 +0.9629829387937222 +0.019537850921998483 +0.4821961964874015 +0.9994721804639999 +0.10445485829425828 +0.9868073613421815 +0.3398918958605384 +0.8720582718850427 +0.6292455161323436 +0.7280568377345381 +0.9279963852712606 +0.9933550358552908 +0.06378272739724856 +0.005935017206299777 +0.27031053432809476 +0.16418716205490166 +0.9373078501235055 +0.06627062056684102 +0.7789132078085091 +0.8630145702912958 +0.9566200391252536 +0.6024152556263379 +0.04270104294367302 +0.9752209749782458 +0.1476179808387566 +0.4474781182390926 +0.8974025341410607 +0.0021679712402920886 +0.33767249852374576 +0.13033667358879963 +0.011021532827649547 +0.8677681150762805 +0.03384595347939476 +0.16719670740309375 +0.989450447853674 +0.08074682365712461 +0.996819371406021 +0.11006259708930079 +0.25056789783161804 +0.4822053562996359 +0.9381892788409975 +0.1830299992894482 +0.9623625160870064 +0.9042363979029141 +0.9777733113110859 +0.5623355378118355 +0.6099865078477333 +0.04384806943696156 +0.014436925184127467 +0.6042794361218451 +0.14435481544781667 +0.9237531735261115 +0.12315851043144459 +0.023554888724222945 +0.2575490623925809 +0.6154792682815655 +0.9954950732870504 +0.46372210196247726 +0.9929517924378226 +0.2590036446971742 +0.8878640794786017 +0.9688644814466139 +0.8686401052146221 +0.6049014670750036 +0.1916966588575946 +0.7871104080452903 +0.08762197391049417 +0.9640710549675409 +0.05834123920283246 +0.11239948879106734 +0.9111065683845514 +0.9839769728274445 +0.033156735117317114 +0.25490539692075925 +0.9434336389222291 +0.4816022254111097 +0.043416388220098356 +0.9928084664619932 +0.03540661191771407 +0.9577187008244876 +0.9868553269712974 +0.44282858141832154 +0.25728077491311885 +0.059097687515590074 +0.9836195895095293 +0.9957831136855283 +0.9868008237149595 +0.19466447340297344 +0.1255360069525416 +0.581232879175407 +0.8418218313524832 +0.1729071403792893 +0.16752417425120572 +0.20444919834202652 +0.09323630591786436 +0.9231913557165944 +0.6896728646776304 +0.13556730420915544 +0.42846637498413537 +0.662936830486493 +0.11666109173733942 +0.9894393388777276 +0.05729893579768854 +0.870883770112272 +0.16819760638846787 +0.7035097097854033 +0.01898212972674888 +0.9951538191660558 +0.9705661236036832 +0.009492277690070819 +0.5733402744766476 +0.6832543757147361 +0.25688204684368743 +0.989853765450147 +0.8509431504907833 +0.9957699181119635 +0.7004694503650714 +0.00898600878426646 +0.9855671049178709 +0.9420756707983728 +0.07418592348309576 +0.9894007695329585 +0.2866964831703093 +0.11742542519274429 +0.9133798046796747 +0.30673110816399596 +0.9618807802072685 +0.9910335419381621 +0.9887240147488694 +0.986328856933354 +0.36995920351937694 +0.015019692289211725 +0.06720317339318237 +0.7675467293870091 +0.02649251834211429 +0.9874153215003135 +0.9964851000100128 +0.9916765375856216 +0.9884933625611111 +0.103978512444152 +0.6471491667493409 +0.11690057100055332 +0.9301500703698907 +0.9298036935967638 +0.6418255180007992 +0.5661001283837334 +0.07628390603090705 +0.10781433996941925 +0.9783026163974484 +0.02494176317505686 +0.5143905358196492 +0.8353432589611793 +0.05670865993660304 +0.05167237189155808 +0.5287428233438509 +0.9708735639519191 +0.4088331125915548 +0.9554665041579192 +0.8140187768178541 +0.4021845552882224 +0.9644823827929075 +0.9938130305386423 +0.014335710442834127 +0.983458587160387 +0.9164458355564262 +0.07919331516693572 +0.23648673286081182 +0.9841242500740427 +0.7567851551696801 +0.00671816073288831 +0.8644903176198472 +0.9851783129482047 +0.9931388011824216 +0.7481637926871171 +0.9666224971825264 +0.08962222288521522 +0.6586283285079305 +0.9898758893741199 +0.982051831950603 +0.9505406392007216 +0.17038792924786061 +0.6739029289093043 +0.8338274344812885 +0.9907168637296544 +0.9978052843091813 +0.21271962979760747 +0.008312598488229616 +0.9837287682971324 +0.942023016836491 +0.986679906072216 +0.9986252266063759 +0.18422675124888752 +0.21398287581532116 +0.40973936807510153 +0.9993949050715797 +0.09624009684841674 +0.024340493066235595 +0.1652977543225948 +0.8437621694038844 +0.06688902061288435 +0.9936535766879635 +0.30100820065453526 +0.025986182218124952 +0.16462130232508523 +0.4612780847889474 +0.010971483476059595 +0.9879178682832979 +0.9307852486278132 +0.0449001750146086 +0.2103036895071511 +0.5473321607891296 +0.3007635483250684 +0.5003405811774249 +0.9713078182392044 +0.9759184772590308 +0.06745676772528127 +0.023142764515911782 +0.16758720822875942 +0.13901790080764312 +0.027617344164099025 +0.13148164089046083 +0.03219581274773939 +0.43936350265464663 +0.03542862086882356 +0.021529478351747768 +0.9246672034224153 +0.6692722967605296 +0.06114425904957266 +0.937668546864239 +0.9987771449098272 +0.049693598931679905 +0.9907057218757398 +0.8438172086913444 +0.19567179126284215 +0.9940972964594103 +0.18638006429777965 +0.12285271984123136 +0.22283048219708468 +0.12826914348799862 +0.16699195352995216 +0.9304086607049383 +0.8522986546559383 +0.20867788004335108 +0.5169873919537782 +0.0492348618944217 +0.2450271769878803 +0.016956470859330792 +0.06055097427246485 +0.7459826909834402 +0.13943429208221564 +0.6433537628088818 +0.08526357312122605 +0.30446254575250536 +0.5240452086629216 +0.3330504146945843 +0.1680835189399698 +0.7282815240220789 +0.9023719690018134 +0.1618091439986837 +0.06843179626647525 +0.38855779441440613 +0.8123994947956823 +0.961803638059576 +0.09264321527459804 +0.7712421508478491 +0.15176941482179343 +0.16390926724974153 +0.06868534030019159 +0.03999628164376965 +0.999776812431184 +0.5591657538086913 +0.8951094541910322 +0.09135067296058198 +0.06418029838486428 +0.9518182837502587 +0.18499568044081538 +0.8300807036533334 +0.4302334163467176 +0.9812007068411408 +0.6888812015043481 +0.3260514144805492 +0.9654361727129793 +0.014793877833534821 +0.11766363468270769 +0.6129798774379469 +0.9809183539688621 +0.2744497088253006 +0.9885186836892452 +0.9720882095342941 +0.45591150730419194 +0.986516416345458 +0.054569050351180017 +0.5265071512877071 +0.15709349067947764 +0.6744049163672458 +0.6955464888377548 +0.8188859255493093 +0.04157456186710496 +0.7040823774964778 +0.41450636809350555 +0.014333456025460949 +0.09280093160746555 +0.6182529339698372 +0.5137543651695999 +0.010872689804349023 +0.09157955595243844 +0.6534723306566745 +0.20695738857468082 +0.10025098042179949 +0.953720856801057 +0.9831409118388243 +0.8197148055786725 +0.035950215551206616 +0.03798612919491085 +0.026560465963154953 +0.3474316210726045 +0.03853851954021726 +0.7229236547124567 +0.22857051394053352 +0.43108125122196994 +0.9969327267764013 +0.6146684223113809 +0.9293193386201104 +0.6044379762838804 +0.6892593270943684 +0.4509834377482652 +0.9806004186709448 +0.003607175923455575 +0.9933618004338662 +0.12446375387441581 +0.9963484847345224 +0.8529966510513992 +0.9942549978533595 +0.4992788500036567 +0.7402130150835435 +0.8448752617509333 +0.8146511528177136 +0.9995111680829898 +0.012706272041792062 +0.9829311406821829 +0.10734991530340605 +0.185073350480697 +0.9982080119645264 +0.45607577337940586 +0.842545927948188 +0.22386132967943118 +0.8347875779135002 +0.7496007469880711 +0.2895493325892199 +0.14353909111252364 +0.7830808499047636 +0.98578038263939 +0.7753899646652702 +0.9969267960172677 +0.05199121261785686 +0.8107161184336058 +0.208153493017039 +0.6322417893661678 +0.07064283312253058 +0.24315492788741008 +0.13173246592712992 +0.03816472389052229 +0.9847647755114279 +0.024604637498040042 +0.03364712139580201 +0.0547229463132694 +0.8188314447417339 +0.6015330251482363 +0.7736840671201015 +0.9089984776475951 +0.017151956709618197 +0.012566538055111879 +0.8611422228777473 +0.7671115325690364 +0.37449477324719005 +0.4339658034248946 +0.9790729568499441 +0.5051086122493035 +0.9593550908291197 +0.29464392746067947 +0.980171040281252 +0.10753901678300506 +0.27394671114291874 +0.5143905358196492 +0.9581672009911009 +0.24269279879489006 +0.001973664264155756 +0.908385352475965 +0.19255033351687012 +0.9601090673670568 +0.7195278731080413 +0.7647842592966033 +0.5738431989494939 +0.10027580859329557 +0.36884171387034875 +0.15787061107560438 +0.590302076316979 +0.01610723151934139 +0.6493441558821373 +0.9783367429486068 +0.22754258486775178 +0.9843489564650184 +0.9976106637194053 +0.02384244280310062 +0.9918777836242839 +0.048872345267231 +0.2018207247227929 +0.6406645554756425 +0.6569828814391899 +0.11206118886979861 +0.9605165921093666 +0.015674805124150322 +0.09747183992113992 +0.7602692318829948 +0.9974845587049254 +0.18557565791280514 +0.08189187094970414 +0.0447617191646989 +0.07893239435712884 +0.32661486998486244 +0.013764909389475366 +0.02990187693767168 +0.9134878526854009 +0.8177929954006493 +0.7112073051393815 +0.656505376315601 +0.1550694278214415 +0.06830493928652871 +0.9627882730525431 +0.0473870865020906 +0.629731438164021 +0.9609155356463929 +0.32944276875870016 +0.8422494829025637 +0.7722775892937261 +0.9262719401955012 +0.3944543769403066 +0.640278747635359 +0.354781558084481 +0.9983768012270163 +0.8209779296513613 +0.15522480259788488 +0.8966581947693786 +0.024443405290383986 +0.03816472389052229 +0.3069349371876573 +0.023622428310042735 +0.9493422769520788 +0.02723771780333043 +0.2911635621718175 +0.9880418038461534 +0.7502725420069465 +0.7548198998863517 +0.12346291921795267 +0.9393578490708051 +0.9167256289167605 +0.9958323646733008 +0.5683002605642294 +0.3406043005158029 +0.5143905358196492 +0.03853851954021726 +0.9920748765523228 +0.8223866059682838 +0.08430718804356765 +0.5287494006986673 +0.044436663478524735 +0.5721902496288318 +0.18522792856800385 +0.9759834306256977 +0.058154044487381276 +0.9516174161712858 +0.9640242353035963 +0.2895353036259183 +0.9929545890654431 +0.3427479764017631 +0.46487466583164266 +0.5755408531725399 +0.9427131086797945 +0.06587772826314771 +0.807474008214908 +0.5036250641760149 +0.5547074961284689 +0.9900735196815296 +0.6154792682815655 +0.8290298123089617 +0.3170506695696076 +0.9968934268094694 +0.9951932101279944 +0.10115541478454662 +0.9989543234536468 +0.9549453226864926 +0.0449001750146086 +0.001527155998563385 +0.8196318885716763 +0.059657206624142825 +0.5170925425949539 +0.026133841974870536 +0.9604385382673867 +0.6786154151113082 +0.9364247025036544 +0.015313691476849675 +0.6531791863398262 +0.22432480543006258 +0.7906999513039692 +0.6937201917470194 +0.022824052831431 +0.029789120411363567 +0.03685784075595864 +0.5967533919984476 +0.18680704635966647 +0.0023939285058336107 +0.004041039349234692 +0.03570157701599627 +0.2626437124023997 +0.8734432653030186 +0.14016710020054055 +0.990561975660469 +0.9068192890777873 +0.9967040713686022 +0.327014483928752 +0.11976087571426215 +0.30018174137166487 +0.9810965338902438 +0.9914873296675033 +0.8974614726383331 +0.9412036809353526 +0.23721847609705668 +0.19468483785497037 +0.7578950810408983 +0.4302334163467176 +0.1316492045853987 +0.9257190069674149 +0.7257697415778254 +0.6654919559958987 +0.44114125534080834 +0.9837523698000729 +0.4437108302010285 +0.9408393103212231 +0.13366872336802152 +0.8607062582109165 +0.1936463393601626 +0.1316492045853987 +0.10142612087706883 +0.6530150897120269 +0.8295106263313934 +0.09201373595381938 +0.27722581011946484 +0.3846864972634457 +0.7999572449058604 +0.7737418614410518 +0.043430488310426243 +0.6489073678101422 +0.9187579378575506 +0.571125154564505 +0.9457925597525338 +0.3912040524892625 +0.7606880039241175 +0.673548987480088 +0.8682495311959066 +0.6606139424879582 +0.997746622354211 +0.12665348065839888 +0.34263822214839884 +0.8248523295619111 +0.39662982029094007 +0.11421271476710361 +0.1618757399079331 +0.9900458227592454 +0.025939299022499848 +0.19349165759848402 +0.052300490743950837 +0.9754901517516863 +0.6856565343835923 +0.10962809950438124 +0.6127985715301688 +0.9422666319123536 +0.9681978076413202 +0.7337370671822468 +0.8210987864506816 +0.29184138955584576 +0.03915633042601326 +0.6609516810041238 +0.7394705975227155 +0.9834335242448209 +0.8600016171859962 +0.07923888116908169 +0.5889523998035929 +0.16281610105860359 +0.08498622889725196 +0.6672865842697719 +0.32529286143767977 +0.04898962987181793 +0.5743016049171785 +0.21085242416860175 +0.6829951604284491 +0.8774270103210677 +0.39798304810733753 +0.37532064244728003 +0.9929338127553413 +0.16981555757551742 +0.9633665895500182 +0.49537314341176736 +0.7868364589597072 +0.6124431219407177 +0.6458853442866599 +0.9094504353056443 +0.18371444791467056 +0.08069401107369246 +0.36812464502701014 +0.9227542514823104 +0.4127247338535518 +0.8230489284322385 +0.004138666245853641 +0.38328844254492245 +0.9435538359243449 +0.13322448072533152 +0.02374023057852184 +0.8552992754352327 +0.921738263138428 +0.5222275189995471 +0.807080704069356 +0.1364300413767245 +0.1909376598059427 +0.9685416731834289 +0.025705851519890216 +0.11789402344088822 +0.3235921028579829 +0.09887604447503975 +0.7721692057061836 +0.7443074288977526 +0.43181427932347277 +0.5511134436767057 +0.2807200877364457 +0.7973279580887267 +0.4823627066469023 +0.9441605727143457 +0.2379980382266926 +0.1264655801897441 +0.8823918124337234 +0.5917348244607893 +0.5006728817875493 +0.7922228328736383 +0.07158267330600325 +0.9336598623123257 +0.897230490941805 +0.9561920577170419 +0.3192404336597945 +0.9026216497282995 +0.41446988329781426 +0.17825013096557404 +0.6722348631523919 +0.16959450011254984 +0.9748568409745758 +0.7134902828410586 +0.4628952474524333 +0.18596755334211065 +0.0032709442264916688 +0.8680991118974395 +0.06623552914568388 +0.22432480543006258 +0.05851593204436989 +0.21671203054188223 +0.9569732727360192 +0.9762834006176717 +0.9498386135452892 +0.997355087204977 +0.6899373425508171 +0.9507745678442946 +0.9373362673378441 +0.11239948879106734 +0.9933835397081711 +0.9484679923264595 +0.13850189195974208 +0.8114766091756198 +0.5717728468531041 +0.6073146042894179 +0.9710771769660712 +0.9479546062684101 +0.9647641805747544 +0.08056626851536708 +0.13412620056875915 +0.4604706481100489 +0.7716407443673746 +0.4252400335994901 +0.16289082481155234 +0.28423853425180673 +0.9601090673670568 +0.6239244993649292 +0.5036132441116676 +0.19699211219395257 +0.4833786735173471 +0.0832166044069223 +0.40848872901628164 +0.7451016819583846 +0.09781896839138728 +0.9083827305198299 +0.18710654011576694 +0.8658074048529409 +0.7829298041127295 +0.05727661095446198 +0.5495870763024664 +0.0777045546150042 +0.4896371422173473 +0.029264184210788653 +0.12879975639433638 +0.9335129879623892 +0.7804027719004449 +0.03105817757244816 +0.014573690271317401 +0.996753196160624 +0.09741291333349544 +0.09759932336898126 +0.7568635692780138 +0.049167046297200805 +0.6010313801920041 +0.6892704887747398 +0.9968018079677797 +0.968787668917223 +0.6826965478340685 +0.5136653656365535 +0.9490776589357632 +0.9411692495728552 +0.09903341870166942 +0.21282116321373387 +0.984815637871489 +0.40295316620917193 +0.02969834732503538 +0.7595121944832152 +0.130787920439698 +0.9516895223904644 +0.12071246000452326 +0.9996422374473327 +0.1994279658341167 +0.20607796114462038 +0.854909230563142 +0.8222352954153351 +0.9682455498070149 +0.9118168679049277 +0.1115186252779274 +0.9619049328895181 +0.5909166088189436 +0.984945442919769 +0.0359167648188405 +0.4221231358896911 +0.4982375653758893 +0.46370899758211825 +0.5175128148158623 +0.22712589293154173 +0.5388294999772836 +0.08531611352059988 +0.36273563725766095 +0.006677794360265063 +0.9417594249278488 +0.9238033645675608 +0.059097687515590074 +0.5786686457503679 +0.9910000456744006 +0.09410389266464715 +0.884437949273243 +0.09027026157793647 +0.4604706481100489 +0.1009228024554097 +0.9902193475361787 +0.9976656016402462 +0.9812618263992952 +0.7060356973211745 +0.9136328726085224 +0.5016199335817152 +0.6630941929686206 +0.04567228200567218 +0.8586817164231081 +0.029071468041965896 +0.06624952844642176 +0.8085483814051653 +0.9998990842242331 +0.1025129307836586 +0.7865111180598534 +0.3947413473374771 +0.5574162446030111 +0.7323785166957032 +0.18557565791280514 +0.8379658578868046 +0.22229899649832877 +0.842208443146598 +0.1721122579732411 +0.9731134749963412 +0.22639580221300976 +0.04452008310635057 +0.4573629687641722 +0.9764667548097786 +0.6438418563854463 +0.1579329989153264 +0.08742117979313431 +0.16181653131191046 +0.9655891229610787 +0.4573629687641722 +0.10322126417920705 +0.9683748354154118 +0.5009957040780768 +0.010457155745295802 +0.5845778584761556 +0.02800741360559723 +0.13571997621917362 +0.8312964668973227 +0.4946240497470342 +0.9719198470978788 +0.9872692370766959 +0.11374850189250788 +0.5516804957146709 +0.06349007222335107 +0.41647550276199563 +0.8780787591601208 +0.09860573816443136 +0.6133002354355713 +0.17157333535411387 +0.8547011156986524 +0.9267151213435681 +0.027400212335125823 +0.9299836496819246 +0.33942898506275565 +0.9984836257532159 +0.20954306731115518 +0.4139827410824041 +0.1167317689653229 +0.09617426351891384 +0.9815344372523687 +0.26268804925697 +0.016841615045824813 +0.07898871732971185 +0.6337471431380238 +0.3121847688108476 +0.9900838379536828 +0.4495627606178655 +0.8361162066392519 +0.07096478350726929 +0.9910463212824366 +0.6034641162536898 +0.8189113843776423 +0.15391614718799312 +0.9017208527814201 +0.06848726541393307 +0.9982110670820545 +0.947934274101615 +0.2894753067746067 +0.06907971853967694 +0.06787645381023974 +0.03766130610796043 +0.5190537513713128 +0.18421432353220676 +0.962942978033131 +0.38023619535302056 +0.9355190968513839 +0.11468546093906035 +0.9705199001554946 +0.1550694278214415 +0.7677187615716675 +0.46684556796170146 +0.003875072747398463 +0.7473174401498439 +0.9229405534463642 +0.19195850390611952 +0.9872202628442581 +0.9872710695906893 +0.46329499298339083 +0.9721326783024126 +0.9710718972388468 +0.2986193408460849 +0.024673119240065402 +0.9955760439595445 +0.06423121342362043 +0.16719670740309375 +0.7208654966216649 +0.4063674730853161 +0.028136731409204304 +0.6118431463588418 +0.9902692485317625 +0.0770994992103798 +0.5920454698590546 +0.30374841443970196 +0.10027580859329557 +0.5480942057419615 +0.7368713571368329 +0.9796105337675483 +0.05620816727298143 +0.557039089903548 +0.9789030734740896 +0.986332314929199 +0.6359882114265356 +0.7384563674404259 +0.9068375600350784 +0.7307465024282119 +0.18216518066084164 +0.9708348387063072 +0.981732590911069 +0.6691637600947199 +0.3836817886859707 +0.15987197855523658 +0.4604410314820596 +0.13273872492257172 +0.019503002047391495 +0.74078185169248 +0.61188082967277 +0.2616746520587263 +0.9995454838766239 +0.5683401026599666 +0.873664787531493 +0.9935886801750474 +0.06185582529588956 +0.1264488348286304 +0.07893239435712884 +0.17740331984359006 +0.8567161975911014 +0.22635302725701914 +0.9967429219164341 +0.2367634800210567 +0.4250939159476728 +0.9980943493823167 +0.35846900377555774 +0.305937772546658 +0.5756123881630262 +0.05909483077852001 +0.9776041961719961 +0.7790109450640852 +0.45438331548545535 +0.6673951498165822 +0.30682004544292313 +0.10753901678300506 +0.9189532172944358 +0.016565653295524365 +0.9684478191725773 +0.8539059081587493 +0.708830840466191 +0.09970688226570451 +0.24140664286307467 +0.6322417893661678 +0.054466661542075384 +0.4124101753003011 +0.9199466171166343 +0.8852792607676601 +0.6278423477825484 +0.06040334717992005 +0.9060945858677728 +0.9451608432276823 +0.0682429226971847 +0.8771767660134002 +0.9517084447147915 +0.21703572570973478 +0.04008278446165315 +0.96265355758619 +0.925226811523528 +0.34065025247535113 +0.9991172519859629 +0.9816445428614591 +0.13413942746359686 +0.9704364582123234 +0.2497751240435498 +0.032994665143618276 +0.1936463393601626 +0.021726233591488127 +0.9164066842001463 +0.03140756173195235 +0.022275879338672377 +0.01774502145524965 +0.9558788356849617 +0.48069371300801816 +0.9986518469078344 +0.7758006620515183 +0.988060678866361 +0.6161192702741438 +0.9992993317305909 +0.940081980655853 +0.8552127308214007 +0.771333152855713 +0.6841797821168842 +0.7552151461624987 +0.6350509436688372 +0.6314164797445466 +0.6274232419542526 +0.9242943287315225 +0.26514459578667077 +0.07125124346653018 +0.9993744949152661 +0.26845673363356604 +0.4116881753752489 +0.9820582952339357 +0.3590169040931615 +0.6222128197266905 +0.04871610821207266 +0.048191137631847236 +0.8338274344812885 +0.9719245849014314 +0.26465310497452293 +0.8175617816452352 +0.07624505418343631 +0.9297905766593171 +0.09663350542151421 +0.03853851954021726 +0.9903211220133707 +0.5267792129465327 +0.9444013286597316 +0.2954128432509035 +0.5909166088189436 +0.9384461951166638 +0.0832166044069223 +0.8148268738630515 +0.9587219120965208 +0.8674595178590433 +0.7053130846508894 +0.8637938241176583 +0.03345044755292017 +0.8195472611807959 +0.45324635273612446 +0.026560465963154953 +0.9203203281925949 +0.20127223032667454 +0.0774565338011681 +0.018846046296992602 +0.7454035871379241 +0.6216403179956768 +0.21795675200296072 +0.1618757399079331 +0.13033667358879963 +0.4676557903104194 +0.004348895141634383 +0.8210236638153744 +0.8364537468156902 +0.9989010813170787 +0.7064627296009713 +0.21433300884324868 +0.06239527129309522 +0.8423238066062835 +0.08412447844434459 +0.11641799173720972 +0.36791369694604004 +0.9920705420950225 +0.8409694882167029 +0.22783456599728982 +0.9739878599434562 +0.9605839729433749 +0.6635343166807559 +0.9981875386918827 +0.4444932239373317 +0.11886674633470742 +0.29413019598002565 +0.7321068242089229 +0.9336372976008206 +0.7678748959135034 +0.9625282317179993 +0.06330481027960753 +0.19863195464805328 +0.6427805984118852 +0.36512580403924405 +0.9329752537041062 +0.8646752690115749 +0.8831506959418572 +0.8584222685967132 +0.16626432697576168 +0.1790475472289562 +0.22126248301543205 +0.9932451708292588 +0.25038293583536453 +0.9535026087566806 +0.7269869157469673 +0.9872208688191001 +0.9652742354604853 +0.883782132023469 +0.07496366321949191 +0.3784353345946097 +0.7533519263591403 +0.2731019206657658 +0.13194441006064858 +0.38123097390127 +0.26037189919689263 +0.5898079886548581 +0.19459217802806034 +0.9612214371036841 +0.7303796912881988 +0.1377916599266935 +0.3599993969402186 +0.17495794819707916 +0.4068891363711258 +0.9012082793144455 +0.017455958790368816 +0.8603151780026901 +0.12215476162043797 +0.20137778602271825 +0.021983145723740095 +0.04547305986422647 +0.7409889364689345 +0.0715498242147336 +0.2171920554260023 +0.10780478305743794 +0.10080216077842769 +0.9964238190164597 +0.9731125153020893 +0.12707882866246187 +0.9512161123851046 +0.08288263461499538 +0.06768508774068711 +0.04036947908691754 +0.934413626509728 +0.08807602530874657 +0.9412364651795375 +0.6854642933392056 +0.22432480543006258 +0.9921109913796474 +0.060777452015412604 +0.9658105543779133 +0.7801371336453787 +0.9311794039240527 +0.937928470700647 +0.0601912662305387 +0.01161768050879895 +0.618375703845649 +0.998589787879687 +0.07834888182895365 +0.27722581011946484 +0.9450268367094887 +0.904059668632855 +0.10427214207179562 +0.5383200662988376 +0.9613517840160739 +0.952091575519915 +0.9821812140110341 +0.11730680540121269 +0.02858459210854559 +0.2561822626325295 +0.9155086301977832 +0.38507089368234104 +0.030263874711858218 +0.1529028710031097 +0.2750297236408193 +0.9996558278628302 +0.942988588599274 +0.058154506132590544 +0.0870920732389514 +0.6168148294217372 +0.22253698243760606 +0.6479068615575012 +0.08108654912238852 +0.07037325382541816 +0.030344778740344136 +0.7525710658931187 +0.07505517025144322 +0.9518139430275271 +0.8846225419084357 +0.9176802169972116 +0.09953347756323197 +0.20577195827019734 +0.9832720536721875 +0.6244461882365568 +0.9835529133503365 +0.07499459720265532 +0.7092857425904082 +0.9475175651619421 +0.4470655918627133 +0.27913553688228376 +0.9869385653834366 +0.3143014360503714 +0.6049014670750036 +0.9278743638252138 +0.1436138289834524 +0.13760667916261926 +0.3175439363036008 +0.6143227994997 +0.060387415333292484 +0.2039151236226006 +0.04550982311345534 +0.7498422766070952 +0.9057661116002999 +0.8755359986966623 +0.0912052013725313 +0.9395200220357214 +0.4230948093185737 +0.03406815105880412 +0.6227471854614355 +0.07168369018627076 +0.9870200821206407 +0.694244166718408 +0.02374023057852184 +0.19705604835178153 +0.07467768468788583 +0.5746785004250111 +0.06624277339998622 +0.5883512756193292 +0.6561400128775575 +0.06696334403825975 +0.8711774526556092 +0.8930790751685009 +0.8148005768010265 +0.23836337025063017 +0.12384423400296254 +0.03670220627264799 +0.06552960788498831 +0.7603335397516503 +0.482354278725527 +0.3117657820694912 +0.1520113090776681 +0.35754596835323477 +0.9391829670070122 +0.5699756939455475 +0.989384920168756 +0.9822254694351273 +0.07893239435712884 +0.2826235514033486 +0.7986500029021829 +0.7435688439403397 +0.013319229913334623 +0.8945871553780006 +0.981907084846466 +0.8373648477107608 +0.027867067119339572 +0.06887606130697496 +0.861125860807504 +0.39320718001967475 +0.5582356034714147 +0.6273544399372788 +0.9872816044800955 +0.0307658539889475 +0.8727133013374659 +0.39908530904143813 +0.2650451636998201 +0.9214069739285872 +0.16873023932155387 +0.03760054336636215 +0.5572800481893809 +0.9847267385685462 +0.09395365968294325 +0.11373041695865042 +0.6154792682815655 +0.9926126336303013 +0.3648143646107959 +0.012566538055111879 +0.18951591001421939 +0.09385034795304593 +0.9042810814727703 +0.6416834042147616 +0.07391792704019573 +0.8161000625388942 +0.9894100041249386 +0.5315669055334826 +0.8001292033346138 +0.9977573407921243 +0.9698337677224883 +0.8903924994335934 +0.6136951027865333 +0.024398312907724033 +0.09697937062149203 +0.46939449584240744 +0.14208885336789429 +0.655557003178328 +0.06045393412933045 +0.021986588857747895 +0.1682333973079158 +0.17205994636385044 +0.4899356646636534 +0.6712447502039876 +0.8102988318795403 +0.9986256383932349 +0.4179630054049417 +0.021700061662033084 +0.7664121940398425 +0.015895763402662806 +0.007155413195628583 +0.995164914377909 +0.6633167290641575 +0.1385490849642841 +0.9787028772693968 +0.06528236266738725 +0.7795085955106469 +0.7181455563222012 +0.6839088162837986 +0.9506066602859298 +0.03816472389052229 +0.15799608856512237 +0.1597294319676533 +0.13600730908817063 +0.9855188973426812 +0.983094794594063 +0.6578685430603073 +0.0885747023897975 +0.9886604236578702 +0.4209118396873855 +0.7616208023973241 +0.02101004777025845 +0.8633707288315512 +0.808281874749389 +0.02969834732503538 +0.4628952474524333 +0.38860796960580807 +0.4042942983674362 +0.015540157164009865 +0.9835976866370231 +0.8990085772118872 +0.9959698375583786 +0.07548643396081582 +0.9934029946011845 +0.03732439185985273 +0.8152411367662481 +0.8480483364627097 +0.9079674677143451 +0.5886446160599014 +0.5950422254995031 +0.8462842656548515 +0.9665014680086137 +0.8503535239469339 +0.4627117067608175 +0.3416324596230686 +0.3526516852458691 +0.7206306299637822 +0.9734477136678737 +0.9823020002250437 +0.6103270699738492 +0.45607577337940586 +0.0836542408136771 +0.9926085346608191 +0.14246938235147058 +0.761240051730963 +0.9995332422620105 +0.7090256509379006 +0.984835662722695 +0.3538398135767879 +0.9028317290292894 +0.16856066634474345 +0.17172287206776585 +0.854770911845497 +0.978845413313921 +0.9920767392980223 +0.9473880771389414 +0.7502120332468958 +0.6478765994927504 +0.9406403316323676 +0.06219010628086842 +0.013487168388613933 +0.07893239435712884 +0.11162929500901571 +0.9956651192088787 +0.09697937062149203 +0.7836360763072746 +0.1871718591455529 +0.9607317416980994 +0.30673110816399596 +0.36411279577115024 +0.9856594259367546 +0.9678968683264677 +0.591977081474328 +0.42737190934357855 +0.6222957358934198 +0.04883214564433319 +0.9642701790436221 +0.19448493234849473 +0.874270225510341 +0.7635058405843338 +0.022789064049681444 +0.4244406001246263 +0.8228827375857011 +0.38900550155993824 +0.9842351349805131 +0.9707189884040762 +0.860913250636396 +0.9881857218179816 +0.09781168274803631 +0.09264321527459804 +0.7282222852376861 +0.23836337025063017 +0.9977227220802816 +0.6031924784370597 +0.7457542984892455 +0.9784580645913624 +0.8015980628790305 +0.01921669997724094 +0.20649729669925268 +0.699489216237694 +0.20955779420560536 +0.01282973517527167 +0.9958777354797332 +0.9901986764227616 +0.1712098011930624 +0.7942664681806662 +0.9921368235976912 +0.8978460698468954 +0.3074831636081493 +0.3626654850735751 +0.5427006821275446 +0.3105230840384958 +0.029581903067074568 +0.3246482355945412 +0.22503341514178016 +0.03384595347939476 +0.8800172050198886 +0.018536905213394714 +0.08281594736519221 +0.7947248469994882 +0.9997592808111224 +0.4564687099036516 +0.9217412935094397 +0.0037044982951061492 +0.9983171018949143 +0.37386411870634484 +0.7448887040724536 +0.0785016716395797 +0.607026543861439 +0.09163341895509622 +0.10922217271884604 +0.008312598488229616 +0.6678237900030543 +0.996091531778826 +0.9582864087314007 +0.15190015483323374 +0.31890384836756114 +0.77783564219759 +0.7438971422463481 +0.9749609075450811 +0.9833317623178159 +0.7811538531419403 +0.41733787476425105 +0.8092591450945182 +0.12728304555134334 +0.8802192477226743 +0.4138725198889931 +0.4754374412311726 +0.6976260476960512 +0.6239244993649292 +0.7938919090493065 +0.96381683028645 +0.7499773791723838 +0.9683032049822994 +0.3073535388982957 +0.9465554924164253 +0.5511773657671875 +0.8461443099080062 +0.9738550478652047 +0.5795630843526739 +0.1681307982550586 +0.7926129454829386 +0.7790109450640852 +0.9505460941061805 +0.8295854593202641 +0.9060172304275436 +0.9616257521949407 +0.6095581249557317 +0.9915082402456038 +0.12074677912976214 +0.10322126417920705 +0.9620156026610537 +0.05252227083270928 +0.9967658422014605 +0.40295316620917193 +0.16243786815686798 +0.7448070977410799 +0.9250355357428267 +0.8489741507479338 +0.9972091529825162 +0.9024272613877156 +0.7057843097364641 +0.02800741360559723 +0.2618455572821374 +0.9725827763720831 +0.04387703638832264 +0.5001337482767002 +0.029767771764363484 +0.844345044756107 +0.2905484997259644 +0.21690762010526252 +0.05063202802235324 +0.993797352994919 +0.9689464124303436 +0.8568324560370465 +0.5636725579846592 +0.13838422079191653 +0.4006685580656108 +0.6871842947217578 +0.8887596812301733 +0.2978987593955305 +0.05396674545373121 +0.44030891300790387 +0.8011473574549893 +0.029938855174740625 +0.05467418043197748 +0.7096865540063004 +0.08683273482085192 +0.8185791776838947 +0.9543800990954291 +0.31418463563037213 +0.1891700213294822 +0.9415610835801542 +0.3646543603503014 +0.9834768521349748 +0.6463086051319218 +0.902242275823093 +0.9854174975107458 +0.8154651664290978 +0.9319456919581445 +0.7379314188967477 +0.20676673722957417 +0.09383969575078646 +0.3113322320192142 +0.9903380347408787 +0.15496948292126952 diff --git a/src/test/resources/regression/splice/predictions_L2R_LR_DUAL_bias_1 b/src/test/resources/regression/splice/predictions_L2R_LR_DUAL_bias_1 new file mode 100644 index 0000000..9662c00 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_LR_DUAL_bias_1 @@ -0,0 +1,2175 @@ +0.25167848383456226 +0.004316582596373476 +0.9347595090431988 +0.1302497121423025 +0.11705943641933325 +0.9957264772675236 +0.036395314847360194 +0.14239598497850878 +0.0363658185086999 +0.836875189957034 +0.9872644676174377 +0.016843950006136962 +0.2231676786059856 +0.16965062902610303 +0.0342776808916201 +0.05581311868377985 +0.1821416814591406 +0.2456116823230039 +0.16429887089730275 +0.17505241896435908 +0.05995970936844596 +0.2552342836386721 +0.2906373354110445 +0.988248213154457 +0.5900202109012418 +0.04762388119251625 +0.08138322943415675 +0.9525917789205294 +0.035858217332702856 +0.03355446958555636 +0.1390597606218287 +0.8730413904901757 +0.07604845713897461 +0.8257012439112664 +0.9979179853909445 +0.9777652473206841 +0.9989316087376833 +0.0744752423827936 +0.15756092957840398 +0.16546086959777254 +0.9877830201834628 +0.2116492073341364 +0.07741896186528238 +0.942704944469083 +0.23562761698093568 +0.9574487014013607 +0.99632722885124 +0.8236737411917018 +0.7673966229634025 +0.7745809674512234 +0.9437656679650103 +0.12192113401501398 +0.9100797939726801 +0.6328803465827397 +0.26664310852941286 +0.8760624988414017 +0.8688783260158837 +0.10469509585729674 +0.9815838209045017 +0.015562870888444788 +0.9841013826610501 +0.9219784315962899 +0.1313732983907421 +0.19668680788694848 +0.980800128432486 +0.4079545948712368 +0.9220138064666729 +0.043227496529053264 +0.9989021361247432 +0.016371676905871466 +0.4984760768341828 +0.04663905032709278 +0.9286915449685978 +0.5342670506053357 +0.3353704299098507 +0.6775060135181397 +0.6931962180354493 +0.22592427157934147 +0.9619168361177091 +0.7630497428695409 +0.671836197570643 +0.1886077109122767 +0.04385485395109342 +0.16546086959777254 +0.13455850474427344 +0.9369001682891809 +0.7031399591881824 +0.6211139949573129 +0.022321935686695136 +0.9174733811938451 +0.14178716151137746 +0.529831341942658 +0.9613271116922368 +0.30239956564225046 +0.0350871451742713 +0.36322176653442595 +0.930205471561846 +0.9530574189771167 +0.9980089736506255 +0.896235923444177 +0.9228154144519672 +0.4464313182090431 +0.44515773910360606 +0.14776394786627253 +0.06770612690823402 +0.00332736684068356 +0.964800697311639 +0.9670195211846276 +0.9793359428622943 +0.5013303515647728 +0.016340941283928805 +0.10284302420810011 +0.8970924081235775 +0.2238857405095633 +0.571421646477153 +0.8025940265118837 +0.39363971867018616 +0.25674177844846346 +0.02123388109633639 +0.3562650052829855 +0.9484390391252511 +0.9513120160176513 +0.16236108623472842 +0.028624332672774064 +0.04762388119251625 +0.0763184626377741 +0.08637647270846181 +0.8117558573967666 +0.9834100658696309 +0.17669517428046305 +0.31437856770975314 +0.9973109679140034 +0.9843053451511606 +0.8528750155303502 +0.07170913609540332 +0.9977056573256992 +0.00885877278453757 +0.9732773829380515 +0.15079147789493114 +0.2880877582343657 +0.9995172647876703 +0.47489713385583004 +0.44884332173216707 +0.5317861128959566 +0.12255060205630967 +0.9639883149107275 +0.7271015031444741 +0.9110257995690582 +0.08638684462525649 +0.4402438427211159 +0.9631296671534588 +0.9967777194082559 +0.032126271642125 +0.11733712723160597 +0.7277885760762701 +0.881252525080583 +0.9961352380255328 +0.9825467695418251 +0.9278247256967609 +0.42094219333173866 +0.9681678650152822 +0.31997074894083655 +0.41661982531273106 +0.34155449336014626 +0.9863380219355294 +0.4317900017063969 +0.41741342177340707 +0.9929506904013848 +0.868375651975849 +0.15720886158084657 +0.020106400362422436 +0.4310218671560497 +0.44838163560613764 +0.7752522560491207 +0.022625545329879274 +0.10915437324972034 +0.3599368067622083 +0.16973976492267878 +0.07805513634412613 +0.8707710999353394 +0.9384763325700152 +0.06741783294995786 +0.7528269002828987 +0.9754149665426947 +0.1642427652588726 +0.17644113253606153 +0.7128840405049803 +0.505700827161101 +0.941640448556276 +0.5453525970973876 +0.9324338498928898 +0.7822501264675698 +0.21538909536603987 +0.4355869855765493 +0.9779443580701789 +0.47971040215788435 +0.12457770901087342 +0.01317740896325657 +0.43741817827534923 +0.016560770454794767 +0.9618066088723332 +0.9229420071889863 +0.9892379921953832 +0.5885244402165946 +0.9869964686482217 +0.47427428739018007 +0.8181140349034233 +0.329542619394151 +0.9903615288144898 +0.8111973085156884 +0.2521742667990509 +0.9912226622148873 +0.11759101703661291 +0.04762388119251625 +0.2675234351122136 +0.07437270718189881 +0.5618556067039895 +0.8313621711364917 +0.14458851040667678 +0.9965481407957965 +0.2887181315268505 +0.1569433391216476 +0.8122243504131659 +0.10606693254178601 +0.15738694028450864 +0.3547592967819006 +0.1819158534606072 +0.2212197029170848 +0.6588200850530372 +0.9747865953582828 +0.8861871970603884 +0.5266873003225043 +0.907372144156173 +0.9069027606016998 +0.5336858194439699 +0.9208483609029336 +0.9221170287394489 +0.9739979251873749 +0.6358337215531282 +0.9938936675180955 +0.5220661774708242 +0.11291885028207983 +0.4280342259280266 +0.7157765954849539 +0.20017755858879577 +0.2880209013062681 +0.7952190783728751 +0.03049435948035915 +0.21707277224182567 +0.9167485734551016 +0.20954062267239038 +0.7102166354906633 +0.9337891819879834 +0.13817326970931104 +0.9995451930408144 +0.7223736597135186 +0.014451717956907358 +0.8113932883278525 +0.29780962476235556 +0.1642463059284729 +0.03711876969753356 +0.9964450533108252 +0.8082149005608991 +0.9232647433884233 +0.8906025070265761 +0.09741361047081555 +0.9349224996113068 +0.8783400999516534 +0.8256016783462755 +0.056217973016526354 +0.9957607697123672 +0.8887265373904514 +0.2961047623088252 +0.004245564016501865 +0.10621243127511694 +0.6431028619960985 +0.2108678879235842 +0.024745021161280703 +0.9984777764931266 +0.8741566838900876 +0.9702807418722773 +0.0633153269659283 +0.2945960291288555 +0.3322694747699164 +0.6595003384773371 +0.9176002370685822 +0.766267007620314 +0.8732345901507327 +0.9626382504630361 +0.9928874067377135 +0.12610484807832512 +0.0763184626377741 +0.3008715366003167 +0.9944481287584335 +0.4662194137759244 +0.730043917309596 +0.9863225575661608 +0.9793834609108728 +0.36880436318753745 +0.22293997566601642 +0.8238737620068467 +0.9697529465648049 +0.013412915714949234 +0.3545494629046079 +0.1308874727341755 +0.11150666678789252 +0.7949883330749083 +0.7848006733341515 +0.2901576836832329 +0.4775676334382892 +0.9600432418424948 +0.9004445209669983 +0.9983397162553199 +0.1310517838985357 +0.9691008834326067 +0.9653187313955692 +0.9979903681875995 +0.9918812637712917 +0.9022892537012799 +0.02240964462250027 +0.0222025879338333 +0.34531769011812496 +0.9014063088016073 +0.19817534975441037 +0.05047675633524169 +0.09317839702848056 +0.23688523093485941 +0.003374717980713596 +0.5811973237541919 +0.2481803952648159 +0.20367136942303513 +0.9816302261432004 +0.02731193362303994 +0.0576404259297661 +0.6886468772994664 +0.2925151156704237 +0.963884295304178 +0.06275107857312914 +0.9802328185962549 +0.03340767160396282 +0.84754972995144 +0.5916565356290728 +0.2473431435823918 +0.34998855840376875 +0.9998342742436296 +0.5265153063259181 +0.9307441136306878 +0.9262286749702031 +0.9159683012636315 +0.986170711599455 +0.3114533960011543 +0.06678880040586482 +0.055797438821300956 +0.7899693378468721 +0.9713809747535052 +0.9986312489400618 +0.0681730818120758 +0.7912917604255377 +0.3002869033374636 +0.6639475166844294 +0.8597972004599601 +0.02968838366196365 +0.13444204377407598 +0.0335787622429554 +0.6928973217730465 +0.15597479188600555 +0.9257209388037846 +0.09756297463275736 +0.15492392131815994 +0.5998142683879094 +0.11663051897655503 +0.005132100462197752 +0.33698370785491344 +0.2618311136721336 +0.020049433378152355 +0.08757783010639188 +0.636346100591809 +0.48862426058022457 +0.9657842559311478 +0.8153104884003379 +0.8235247465777897 +0.9820162715215146 +0.5665227623837531 +0.8834814538335456 +0.057390863469233444 +0.9840850678921961 +0.991927085545249 +0.18893578191548918 +0.9880645724875691 +0.9857763677086887 +0.9987829279489286 +0.9936371856289524 +0.9970062147676166 +0.7051320856451379 +0.9468425181111734 +0.45972259657794734 +0.6634788905461667 +0.1278918578664844 +0.42477749662253284 +0.9627246605276275 +0.08204959902074224 +0.9517345049075354 +0.4232453224855119 +0.23658380897903813 +0.3929096601652038 +0.30426043644132256 +0.03145110559692937 +0.9977739623515924 +0.12939915650054307 +0.3933586599997815 +0.9739497675347758 +0.9944007075188073 +0.9715872238961031 +0.06871066628306871 +0.9586231271003965 +0.16277035041836782 +0.8737695394719569 +0.9889442852125903 +0.5713931539852866 +0.5165929330017992 +0.27378169991263757 +0.3135125031070095 +0.7252136869320104 +0.7950190092632279 +0.1692878641434894 +0.9315709261419054 +0.9902393484803665 +0.9963400893796295 +0.014258175458905578 +0.37975919772284183 +0.8885606150251203 +0.9863509905809149 +0.9989539643658267 +0.1552947939146759 +0.685087831763228 +0.013832700928369454 +0.7608938838237723 +0.16912820269292028 +0.010212335645484802 +0.3064314361911607 +0.7242572757910755 +0.03475056818749499 +0.1734763268971057 +0.8622533187234874 +0.8147165540778226 +0.994699849566004 +0.0081951207300866 +0.1084799702533999 +0.6592171614000019 +0.8156266969269934 +0.23691626698601692 +0.08806951390511654 +0.28297075899760676 +0.267160938591898 +0.35124542682773696 +0.9915758744118566 +0.8999289209002922 +0.032457175532349475 +0.9718882953122814 +0.03145110559692937 +0.9453762457678789 +0.8646524851607769 +0.5116326393054912 +0.8853348354685208 +0.8331739378456264 +0.8052639624477127 +0.4735363791442554 +0.21661296987990028 +0.6837389152004345 +0.8638426604301337 +0.7989527395016203 +0.21368701153840294 +0.5701403834484773 +0.6206649591244241 +0.006247092273467894 +0.9937049035612618 +0.26064060014128027 +0.8051096848453272 +0.9312005802688992 +0.43924284259599566 +0.9862429543637319 +0.5738370914422041 +0.975855270310605 +0.8358669906122288 +0.9963063750282989 +0.14482199564251208 +0.022340592404346094 +0.1718975209097835 +0.22625935408636286 +0.2845154102875973 +0.2953265112297368 +0.9753438816935659 +0.018256098767001207 +0.9438429851089322 +0.007912050343515518 +0.858962765411248 +0.600918753734353 +0.9938302392264698 +0.0623602394371014 +0.3732661255543577 +0.361040350049327 +0.7282587144008582 +0.016647615656674507 +0.9219445974224131 +0.8458911244856945 +0.8319328262305463 +0.08766370544327134 +0.9005781447614599 +0.8992401863446297 +0.04324450671925739 +0.5787760787137076 +0.4040216149190275 +0.02486900548573297 +0.29395950650440306 +0.9985403503664108 +0.22355542776218823 +0.053101533929233134 +0.033122171715579414 +0.6503897862472576 +0.8393113025481272 +0.8194636462173658 +0.9974266899817661 +0.5807671715461553 +0.11849851350863284 +0.13133723924179216 +0.27909513969157296 +0.09658036002340221 +0.9954744598708989 +0.7908306309934179 +0.47816295780962365 +0.9450784931774949 +0.9961613864809121 +0.962496090661949 +0.5770192847414516 +0.09635752836483186 +0.24555732921643716 +0.2612778805512267 +0.3929096601652038 +0.8258696925083293 +0.3963824030111759 +0.9068401928946433 +0.7423684811950426 +0.44116357067745116 +0.14122052279128228 +0.1287099130294654 +0.02460147598887631 +0.9511346772430013 +0.3985821819990133 +0.9870617865849713 +0.5731060597187971 +0.6933954454569015 +0.7024815090607169 +0.9629604455500479 +0.991025244607535 +0.10175310351871752 +0.05893814046197409 +0.22483519904164695 +0.11829014002235912 +0.05361563822249526 +0.4331674754834408 +0.8838959174877168 +0.6760901565618699 +0.7988998600511747 +0.35086262097765 +0.18391026554688583 +0.9046369166527094 +0.2187619359590908 +0.1284668595231809 +0.05143732816897726 +0.976339450064333 +0.7306308335973194 +0.5977083545441242 +0.28910093116354907 +0.07927603890249385 +0.8323006430226685 +0.6102536972712066 +0.9828427018120935 +0.8869154308065383 +0.9804825898366717 +0.08113646380429637 +0.15801411881729416 +0.8815708437871037 +0.5601452313112042 +0.9879867206272986 +0.31067847402871424 +0.9151072305335588 +0.06388631109014764 +0.1535916564967308 +0.057051078791903354 +0.09263669836595816 +0.10841164886352614 +0.7725303435566363 +0.190569707022161 +0.033000695819558896 +0.9989309696367166 +0.9984980101924325 +0.9741900416991041 +0.35086722475794585 +0.4499947803567836 +0.18009369103984138 +0.9490765773554152 +0.9727014010765997 +0.041294186326911245 +0.06641511953146953 +0.21674569508881314 +0.5126876436436024 +0.9810475781633547 +0.3484577979731865 +0.494228257545448 +0.9428222418459776 +0.26517389776826517 +0.9818870678636419 +0.1000987729889155 +0.8860924118028163 +0.15492392131815994 +0.9862072492910777 +0.12719150992040518 +0.2241682177082051 +0.5293963317130365 +0.07034636956521945 +0.8074377441375963 +0.13104496361017898 +0.9821388198851363 +0.7805664451135712 +0.9666296039920593 +0.822995277922844 +0.30335984359982326 +0.9905910870664999 +0.7057604779610093 +0.6014957211980554 +0.061470324736638535 +0.7984360361448377 +0.02492110720470127 +0.7907032682439569 +0.9656866957587728 +0.06567225867950076 +0.2139492673306987 +0.139625607377126 +0.0813613728360938 +0.5539871607982749 +0.6530775926508343 +0.9624253519885172 +0.9918052181920568 +0.7189338985924121 +0.10284302420810011 +0.22823466359626707 +0.09803219076214365 +0.8759670490292227 +0.32498553302889366 +0.08977813505574461 +0.9064288532238564 +0.6454285023613848 +0.8546188336886841 +0.994279916382433 +0.036336244120239274 +0.16295936283899382 +0.9114636798541554 +0.925229300676621 +0.03340767160396282 +0.3877762720964234 +0.1882505664604551 +0.8767412264424103 +0.3549361521776801 +0.9978884836045249 +0.4380309291420467 +0.006657973505272284 +0.9949769703240725 +0.0845315902673703 +0.028218270642565796 +0.02109736456731817 +0.22806527487183073 +0.982943267936372 +0.9675701307760622 +0.8511454307725503 +0.3526942133189384 +0.3436980240381044 +0.9585131124507925 +0.017174749411049295 +0.5185024192926363 +0.9994126945394323 +0.11399858992861919 +0.9812109531772939 +0.31616561981320823 +0.8917026541470688 +0.7050929574897113 +0.7305935549707285 +0.9284537930121609 +0.9946661852123412 +0.053545008340482585 +0.0061388725682811965 +0.2403789325130515 +0.15922087238659433 +0.9362507752098627 +0.06770612690823402 +0.7677259517947733 +0.9072998922688688 +0.9479314412417754 +0.6618625336811079 +0.03459522000784259 +0.968098348778167 +0.17819410241447448 +0.46964578267113943 +0.8940324623238785 +0.002298275307829675 +0.3133849333653532 +0.12981596888048955 +0.009967542892373244 +0.8765133766058646 +0.03145110559692937 +0.15558484811133105 +0.9886425505340238 +0.07595767203027406 +0.9972930388993745 +0.11467906195097567 +0.20156781481489386 +0.4734833840659806 +0.9326251574440725 +0.21287904837105295 +0.9564186810941779 +0.920445154195135 +0.9822594373458462 +0.5739082684293907 +0.6270584391718036 +0.0399494298447053 +0.012554389068654262 +0.5889143023417104 +0.11686069443679512 +0.8955057527858575 +0.12886282227046436 +0.021375971374429568 +0.2591378282400986 +0.5618556067039895 +0.9964147392116571 +0.4662194137759244 +0.9918968216432211 +0.26862635592120115 +0.90571355349943 +0.9747696213043259 +0.8377782157715626 +0.6372597258089275 +0.18841789409233478 +0.8422265890994258 +0.08136188053541131 +0.9641241035288286 +0.053980898270093836 +0.09910824197792618 +0.9420666214933295 +0.9804698187001102 +0.032238166654751585 +0.20954062267239038 +0.9593402283703838 +0.5048483127976091 +0.03642373269657753 +0.9940547486606283 +0.031106990187384304 +0.9574678038352282 +0.9900203600483224 +0.4470778145726858 +0.2671092561154928 +0.04901805565030567 +0.9810857722445488 +0.9941239492559317 +0.9866041702262576 +0.20852939787178237 +0.14047934112733457 +0.6133384496113905 +0.8119627762819525 +0.14239598497850878 +0.19119622027715352 +0.22967515394289045 +0.08406378020048766 +0.9301020003135386 +0.7211538262279872 +0.12196125581716222 +0.46017248638688646 +0.6663836616375377 +0.1383345725983009 +0.9899797976972154 +0.05313778335578817 +0.8754296753334679 +0.1727584300349326 +0.6878017908354387 +0.01681279606909893 +0.9954511424830897 +0.971871740339934 +0.008818947349276053 +0.5712260999309415 +0.6125356912378053 +0.31242373560942704 +0.9915790854537789 +0.8450271974641465 +0.996302583015467 +0.6211170996194367 +0.010946554015593269 +0.9844862692316183 +0.9469461416838699 +0.07456955768266264 +0.9873937991201723 +0.24839916316054145 +0.11098505919778139 +0.9170953514372274 +0.32498553302889366 +0.9668175530371073 +0.9931266647360915 +0.9906069992105261 +0.9854352006663276 +0.35809659282564127 +0.013867697998541222 +0.06710495247963888 +0.7829890772884935 +0.028397439637359228 +0.9870694659878371 +0.9967217504081839 +0.9898495543912174 +0.9897427694649832 +0.1252620798034457 +0.6431836537859861 +0.12976687577609394 +0.9521527670730728 +0.9324464858362537 +0.6714335469465997 +0.6334878732285922 +0.059000611191290527 +0.11244012824787968 +0.9762488515565183 +0.024499161312760587 +0.476604069605732 +0.8542861603177492 +0.060214135706406255 +0.0523053694582584 +0.506817448195828 +0.9660541696984551 +0.39685470152362384 +0.9588825220394669 +0.8216630624233927 +0.4313580843215341 +0.9659287016272393 +0.9923662945109645 +0.01710514952735443 +0.9841281625632003 +0.912456699629869 +0.08360387298243038 +0.2921784124830864 +0.984610439483961 +0.7850907897510891 +0.00885877278453757 +0.888378524931709 +0.9848533265584326 +0.9936766608488835 +0.7651084758094908 +0.9740415599803919 +0.08488915270714106 +0.6819368521971613 +0.9907562215523926 +0.984454226179514 +0.9595607813811449 +0.18347375360163218 +0.662142753899298 +0.8276672219241543 +0.9865399736262659 +0.9983039872651817 +0.24819232441711647 +0.007855428872787442 +0.9833490402924477 +0.9410043239016272 +0.9862857012497455 +0.9983615452205084 +0.16937024687355084 +0.2513642253196469 +0.41908774153474015 +0.9994743950331204 +0.10509114616254475 +0.02408524820075078 +0.17193255141701894 +0.851583965976608 +0.055118598579363035 +0.9945724814483778 +0.33480931296551064 +0.031339704615995986 +0.1574270751321032 +0.4556357729967674 +0.01137648630206034 +0.9867808513462005 +0.9464874248324747 +0.03994437249112958 +0.18665532293169163 +0.5500620468276416 +0.29027119600857015 +0.5243008231083621 +0.9678064494962545 +0.9673769192890372 +0.07897164141931909 +0.024641136777153072 +0.15242037075405224 +0.18011299038968803 +0.03422603312615835 +0.12317373525128364 +0.03451113747921611 +0.38634008137438286 +0.040441180772642214 +0.020223710299762134 +0.9363081951260299 +0.6314508050611234 +0.05195645828502852 +0.9446061586182578 +0.9990498091922051 +0.05190063458207506 +0.992751992472132 +0.8612748112572614 +0.20148568285538543 +0.9957473771685111 +0.20171631984633873 +0.12390737764847976 +0.22614309304469618 +0.15086914996779374 +0.11990226586838598 +0.936357775349083 +0.8704540442428346 +0.18752624626151596 +0.5015002323190456 +0.06115946894322355 +0.20518185362602495 +0.013669602793071379 +0.06499283051472592 +0.7404109274672381 +0.12684174641281443 +0.670079481704236 +0.09306207207977817 +0.2885758622771318 +0.495147452589842 +0.3239421393318824 +0.13658244009480836 +0.7088071538345904 +0.9112062382295871 +0.18804308016262797 +0.07440111147548162 +0.3993674758807826 +0.8216333713371549 +0.9598344972049395 +0.09035658010347901 +0.7831721814467195 +0.15761789159144524 +0.15801411881729416 +0.07052543866635393 +0.04265051585750777 +0.9997563237691162 +0.6046469971698697 +0.852588733343667 +0.10475120065671466 +0.06494589330835406 +0.9608270965065564 +0.1819158534606072 +0.8436928604022808 +0.44884332173216707 +0.9792563563004453 +0.6937433364821497 +0.35330631510826693 +0.968839451959237 +0.012640571370086543 +0.12900221312301044 +0.6481895441069154 +0.9751690206649205 +0.2757573140781828 +0.9909275306652262 +0.9695942793286906 +0.44505587430877186 +0.985342233864849 +0.05249325960872415 +0.4648486371590482 +0.17299637465897702 +0.7160476927070469 +0.6901257080553861 +0.8144656828795771 +0.04006183745729237 +0.6742364134397187 +0.4293883566631605 +0.013938210601460025 +0.09081339652036743 +0.5984239956358355 +0.6098959339064901 +0.011227646118668791 +0.10263606031473059 +0.665941720216135 +0.18484801420367478 +0.10557261283309512 +0.9607868121068684 +0.9835594486466656 +0.8100858474493888 +0.032749550478421624 +0.03809337903231572 +0.028218270642565796 +0.38136631812864374 +0.03869504686107786 +0.743777229202097 +0.2295206885314252 +0.4391510894252274 +0.996266707771968 +0.6529562139715626 +0.9320023331519953 +0.5700748791357629 +0.7240859464944915 +0.49160474311353963 +0.9792786337650512 +0.0031742600218539613 +0.9937613396767623 +0.13467918271416532 +0.9952371795569109 +0.848541675150392 +0.9939212239614361 +0.5714997276072353 +0.7233553106400195 +0.876436974393136 +0.8249162509012633 +0.9995411031468872 +0.013345691250878753 +0.983039807065686 +0.10444032850805973 +0.20246995097943687 +0.9978546200969921 +0.4402573825601567 +0.842264960095581 +0.18399417634000645 +0.8758759940845453 +0.7355267264002674 +0.29008898841266484 +0.15274649277487512 +0.7990554345032947 +0.987046361988372 +0.7833167055883462 +0.9976417365283036 +0.0626613236809552 +0.8067335387810006 +0.21333178544242465 +0.6744672463625794 +0.054935212243145286 +0.26313286207349335 +0.13113450618259176 +0.04407459386398085 +0.9839690354714117 +0.02580569604047174 +0.03384956454424089 +0.04484577593061266 +0.8337241366872616 +0.6247191765665021 +0.7854166572845097 +0.9263954295161645 +0.016628089443649907 +0.013412915714949234 +0.8735385122309224 +0.731857369557527 +0.3114533960011543 +0.3929096601652038 +0.9830411843526627 +0.5297911389912456 +0.9636042995373137 +0.30188298649496104 +0.9825979712735416 +0.09594025185714838 +0.2504696990074695 +0.476604069605732 +0.9617879812453021 +0.25831466804886233 +0.0018205337179348097 +0.9121204257509508 +0.15856008995992515 +0.96384147493104 +0.7033250392431184 +0.7445170465656674 +0.6046725224456188 +0.0902315724078258 +0.3631689546525769 +0.1717305016513745 +0.6598684909822154 +0.015044532216943808 +0.6945371938653683 +0.9809684026076827 +0.19263543240170589 +0.9843655030912677 +0.9965879725185995 +0.021027341559702074 +0.991868659997671 +0.05537032520756981 +0.22108478847840157 +0.6363002986088042 +0.6622901945907872 +0.12277523183993463 +0.9712292675144343 +0.014111751132229832 +0.09559091791737641 +0.746915610445168 +0.9976732586455233 +0.19405552709419727 +0.08404957023973174 +0.03992917581572867 +0.0828858045656021 +0.3712677384614068 +0.014182471488582985 +0.025530761439064995 +0.948206108454282 +0.8385196305320065 +0.7151992012633461 +0.6748083599143009 +0.15286019962164488 +0.05629977438272385 +0.9578118283792955 +0.04834133132977018 +0.6537502452692736 +0.9498279067050017 +0.5167080159193412 +0.8006120187596438 +0.772925491910831 +0.9318219207622561 +0.38264803200918573 +0.6593068641292981 +0.41433273068933874 +0.9982452437249474 +0.7971306391816163 +0.17377784053205964 +0.8951746092688855 +0.02853909455714111 +0.04407459386398085 +0.32678989862407415 +0.018724081584928415 +0.9324940992623393 +0.023163431696956442 +0.29040759436886643 +0.9887160214714314 +0.7880422076645422 +0.7986586567343344 +0.139625607377126 +0.9475611410791003 +0.9238407434530211 +0.9968079129844472 +0.5814967247501538 +0.3174912097012947 +0.476604069605732 +0.03869504686107786 +0.990318287786614 +0.7880531785795014 +0.08830122699495456 +0.5538845484958911 +0.045212559424202436 +0.5696012034658943 +0.18400430137946067 +0.9810705670536782 +0.059696288710889875 +0.9449710246658617 +0.9680794977720305 +0.30001877556618556 +0.9926335606421609 +0.3660673281840043 +0.44566317902255725 +0.5502211986027082 +0.9463248271944648 +0.068536159233 +0.8345233995551118 +0.5014719791545214 +0.6625108412209516 +0.9910051348171233 +0.5618556067039895 +0.8480371583803712 +0.3515470774088947 +0.9959795786227374 +0.9947441803289211 +0.09576678954777018 +0.9991925112024206 +0.9380771560313287 +0.03994437249112958 +0.0013537386940756476 +0.8313073896964019 +0.060584656352085715 +0.48722677420873034 +0.021130179029288477 +0.9564283908719952 +0.6788511236160442 +0.9352906298851723 +0.015573541714872555 +0.7193484524964898 +0.2139492673306987 +0.7948436438801381 +0.6634289385354615 +0.02171154362069748 +0.030255287586331003 +0.04405288876014124 +0.6118235990685907 +0.20471331637356516 +0.003243982167881326 +0.0036688514033611647 +0.03976478309356282 +0.2701196451186906 +0.8805695174040985 +0.17918065221041837 +0.9897043077931739 +0.9100027020557604 +0.9970359153152648 +0.27441986288354064 +0.11925297334245522 +0.2290241158212932 +0.9736308766659071 +0.9900157256651091 +0.8906332275554756 +0.9545288322876044 +0.22102924480953912 +0.16857314599629555 +0.7776362497041203 +0.44884332173216707 +0.1692878641434894 +0.90972088410245 +0.7473649069420748 +0.6353588335173855 +0.4673548855704703 +0.9841565698112369 +0.4536107096904164 +0.9449519543112929 +0.12835640369802728 +0.864145678543404 +0.17444236799208845 +0.1692878641434894 +0.09765951087179249 +0.6448897422839942 +0.8242515075635088 +0.11493738528828844 +0.21935445283477345 +0.3595833755246543 +0.8266981712436009 +0.7303464467366205 +0.04689638497901729 +0.6679133617749092 +0.9253186356445064 +0.5994992038338727 +0.9571251772421493 +0.4213979171128575 +0.7733618344510997 +0.6895209014454482 +0.8732230019503444 +0.7045436266652065 +0.9978555928495263 +0.1340589622464292 +0.35200023603091674 +0.8345839861581499 +0.37286170144263514 +0.12641535797391823 +0.14963245154822605 +0.9892804931707764 +0.022633414977853164 +0.2349297681946336 +0.05163840903948559 +0.9740447104271855 +0.6844868280942367 +0.1123514137511178 +0.6224369867086734 +0.9302314461464621 +0.9641811103602419 +0.7450479236214851 +0.799570621279871 +0.32331067791149753 +0.03906784188871376 +0.6328803465827397 +0.7519367118957072 +0.9807516217866993 +0.8901709154016152 +0.08706606544693347 +0.6314585390880091 +0.1718975209097835 +0.09946002302856405 +0.6532402360344816 +0.34420723124273683 +0.04365824368810806 +0.6039333006483862 +0.2135508361199051 +0.6584640998099718 +0.8830016586446476 +0.4181892704202495 +0.31912898074170704 +0.9948952334352296 +0.14794990194709348 +0.9380564045134889 +0.5333141918401014 +0.7788096103522016 +0.6348075897997634 +0.657878440559401 +0.914531310516015 +0.24522764650233927 +0.08261516592801624 +0.31883129880657424 +0.949699056565829 +0.3800896962939995 +0.814472314317687 +0.0040846250335748666 +0.3913229075932178 +0.9517974657418152 +0.1525914708660062 +0.017251646945687794 +0.8633910617703475 +0.9348344896704301 +0.5171728363005049 +0.845787235536781 +0.12448699510366466 +0.18523838705892567 +0.9656288981209337 +0.0203466093599325 +0.11018937480690083 +0.2527360414407898 +0.0782320062861558 +0.7537968286585374 +0.7463927192467414 +0.39461566362189554 +0.4710632241736562 +0.31841732542823153 +0.8318277864511234 +0.4984674698460302 +0.9518990028054983 +0.22254487843900037 +0.11532305009053029 +0.8466918423245645 +0.5909141412701227 +0.5084072300667447 +0.8487093656043533 +0.07390657834402256 +0.9504249842225669 +0.8908567433841288 +0.9744968020739153 +0.2782557708211042 +0.916817007039294 +0.3609698558754162 +0.18379580272126042 +0.632609165015915 +0.1470650205262727 +0.9776221619115048 +0.7026600327236411 +0.49158950113812533 +0.1878707029728588 +0.0028832488539400113 +0.8448377382222482 +0.05388959637370304 +0.2139492673306987 +0.060527515051097096 +0.17817957919478256 +0.957556379001181 +0.9755795381260172 +0.941351026114012 +0.9963135422275845 +0.6606306382307918 +0.9451291699104202 +0.9189766749422431 +0.09910824197792618 +0.9923368347412072 +0.9403515303908406 +0.11959769109156766 +0.7981435434274976 +0.543094467190903 +0.6608239775532736 +0.9673279715348867 +0.9276039988261883 +0.9694216832207946 +0.07585098268176266 +0.14804314972606483 +0.458081649120085 +0.7957331477263301 +0.4215829030792027 +0.15896041017359772 +0.2733553931538287 +0.96384147493104 +0.6461534136445115 +0.5459219975793783 +0.21038627145760233 +0.5227220296797854 +0.08089806711578257 +0.38207682669425835 +0.7517612821592888 +0.08113646380429637 +0.8980447646323972 +0.19600512900061873 +0.8810689055490901 +0.8115468917832972 +0.0594586135892674 +0.5827746664215322 +0.09318099459235368 +0.5120543409018948 +0.023249397828266315 +0.14004094811518059 +0.9278311434811762 +0.7871237741349557 +0.030330208563341787 +0.012177782255114658 +0.9973728147932144 +0.10466871300199296 +0.0845506121248876 +0.7318025245695848 +0.04091262367347462 +0.5388294745716933 +0.6792926131286876 +0.9975276052859524 +0.9749825685637086 +0.7220837212322768 +0.4584337312581359 +0.9352199711851343 +0.9369217042317773 +0.08931263642009844 +0.2613567177199309 +0.9851354405542331 +0.41552389018331115 +0.03858098906864637 +0.76426265230147 +0.13374389615629603 +0.9636887666381333 +0.10251667150341197 +0.9997247816264053 +0.1779701429723509 +0.17644113253606153 +0.8651702393047346 +0.8027948988691763 +0.9567759351757643 +0.9265968180044708 +0.09351240625344873 +0.9668678929528002 +0.5900202109012418 +0.982703981150603 +0.03876099732486921 +0.3580460066092546 +0.5186988174202464 +0.48607534427273374 +0.5918122253405885 +0.22744211190146707 +0.5617714478468753 +0.0741172842507035 +0.3881404870851776 +0.006398926737721552 +0.9518097770060518 +0.9487509616083093 +0.04901805565030567 +0.6038232115577441 +0.9816923327206932 +0.09384613131092352 +0.8848020890394602 +0.09045174376929077 +0.458081649120085 +0.08447066810796855 +0.9900327148066467 +0.9974978743965826 +0.9801396068236973 +0.6788857053260772 +0.90379683104871 +0.48655212086408267 +0.6261445858262285 +0.036002803874529546 +0.8481813880303406 +0.029394028523906733 +0.07716172139897809 +0.8147222274765725 +0.9999015319117304 +0.11220074244679493 +0.7706304387895229 +0.5366948679898061 +0.5747259060794765 +0.7023059417655041 +0.19405552709419727 +0.7653930998887891 +0.22282635721070235 +0.8645774953100022 +0.17351769480977794 +0.9754581199767292 +0.2607904397177656 +0.04012510237962249 +0.47610251611458226 +0.980242036254734 +0.7233728422169402 +0.14821808788461527 +0.08471483304441021 +0.20058687779191114 +0.9688720045676141 +0.47610251611458226 +0.09179207975469174 +0.9780498724096269 +0.5073278710224495 +0.006678425181251661 +0.6124092864254262 +0.029654546916899026 +0.17267179405424035 +0.8200986844054213 +0.5003269910448088 +0.9731828038061384 +0.9884824791082869 +0.1162108100435726 +0.5761107988623781 +0.059818016986900986 +0.41708503297588595 +0.8579446525804783 +0.08516837017772215 +0.6801383696623885 +0.16513479950420523 +0.8667836224435949 +0.9117834349456903 +0.02798069281211578 +0.9238824462026527 +0.34293226635897583 +0.9982361018404357 +0.2617998298142751 +0.41607636517032376 +0.1340104195024061 +0.10284302420810011 +0.9829441099450973 +0.26686737800462607 +0.01810975048962243 +0.10082705445800755 +0.7056917247962385 +0.3383938492481367 +0.9899949511209406 +0.481660048931644 +0.8462960107979481 +0.06468318593071298 +0.9895413666694529 +0.5887067766319534 +0.8541091052208372 +0.16973976492267878 +0.9102877061727634 +0.06374565810776556 +0.9976931952037813 +0.9557966959020486 +0.289303760935803 +0.0781002885816109 +0.0643254744882344 +0.03978605744835076 +0.5677829121120201 +0.19483544482454498 +0.9620266877838335 +0.4258870478189981 +0.9402510121689623 +0.09787736117317002 +0.9604339651407956 +0.15286019962164488 +0.8435090407924665 +0.5381665155744048 +0.0035141836447746167 +0.7674737276008907 +0.9113099563610588 +0.15697228537757565 +0.9875256810428147 +0.9900646862491584 +0.4648373580543176 +0.978878618408893 +0.9757716799542854 +0.31384299116372755 +0.021602480042142883 +0.995882082270983 +0.06935387027548216 +0.15558484811133105 +0.7517147888325278 +0.446641231035352 +0.03696342409260093 +0.6121852537132895 +0.9885854768614332 +0.06795569904891999 +0.600685423936161 +0.2900175287875638 +0.0902315724078258 +0.55726672006554 +0.7230077872528244 +0.9869507384573265 +0.06315161936338003 +0.5766429471712589 +0.9774724784776158 +0.9875958840792662 +0.6051952184630173 +0.7505903596623649 +0.9200854292223218 +0.6602618863065229 +0.19051026821277542 +0.9681370827152007 +0.9842192957968641 +0.6989188087056563 +0.32722384470810945 +0.12836156950049152 +0.4925823818375938 +0.16191661981149225 +0.014448274435262804 +0.7361311804181682 +0.601655665887714 +0.21075669554564727 +0.9995082536446489 +0.6011072722474713 +0.9024822074044495 +0.9947692719890435 +0.049600286679586665 +0.13743460069891453 +0.0828858045656021 +0.1793402030531308 +0.8329060886867051 +0.218951697891963 +0.996300765722838 +0.26437857993859126 +0.40546772931551145 +0.9979732230668087 +0.34649504691104277 +0.3196529439126716 +0.5677684578502005 +0.0697513365085531 +0.974239632490421 +0.7832127792367851 +0.452215202768136 +0.6523285350172798 +0.307331810393011 +0.09594025185714838 +0.8933114365981962 +0.014756520346578863 +0.9709513838394261 +0.8996694615123599 +0.7375935376850635 +0.10216278501824327 +0.2633931580909671 +0.6744672463625794 +0.05558330576262245 +0.460126388771609 +0.9374930409351774 +0.8700952392310638 +0.6606325043279487 +0.0558262309846833 +0.9170954642081369 +0.9279864355116035 +0.06784942949405154 +0.8900293398128231 +0.9427651271191646 +0.1874503408012609 +0.03743127548652411 +0.9487689417720312 +0.9322142411593972 +0.3658199293851108 +0.9992781221800968 +0.9818652701644994 +0.12244071827944455 +0.9772870801094878 +0.3242581459641061 +0.03625261884858854 +0.17444236799208845 +0.027052814613533035 +0.9260859134050188 +0.029778998766547403 +0.022390807861250795 +0.02075405306798775 +0.9649917636384245 +0.5207666187674038 +0.9987783973213433 +0.7498122214936634 +0.9899744341227882 +0.6462803979327776 +0.9994936379824991 +0.96595987946797 +0.8361047818112609 +0.7836458034676005 +0.700510875228609 +0.7229744909126425 +0.694312168603051 +0.6887487867273719 +0.6071985824448195 +0.9324996365124424 +0.23688523093485941 +0.08071531713842661 +0.9994032031505741 +0.2561467577758782 +0.38017514400510993 +0.9820519027110998 +0.3623289009435251 +0.6232414463290177 +0.04989688723617131 +0.0579479241007013 +0.8276672219241543 +0.9762648105950759 +0.23105022289618457 +0.8048329887163634 +0.08396944058607818 +0.9285495736762664 +0.07553066017044113 +0.03869504686107786 +0.9916879836289119 +0.4901312295970647 +0.9390196777576492 +0.3484974789112892 +0.5900202109012418 +0.9530337368962827 +0.08089806711578257 +0.8703024697551539 +0.943738202753446 +0.8531569470085674 +0.7061298836439208 +0.8638882549151105 +0.027058089197931366 +0.760923942099977 +0.5244047947431453 +0.028218270642565796 +0.9259099621107918 +0.23360510227829348 +0.0681957568992801 +0.020121860344222017 +0.7621581006672257 +0.5551973354106564 +0.2251073029551773 +0.14963245154822605 +0.12981596888048955 +0.49545696641468345 +0.004055035482639896 +0.8543357781738706 +0.8575124774246032 +0.9991067623647282 +0.7812005555776644 +0.24096487101277111 +0.05371622731085597 +0.8521770873886986 +0.07683852155102613 +0.1138037190110631 +0.42534320405558834 +0.9922361963222832 +0.8398745949485917 +0.22175523793995125 +0.9802312962129506 +0.9561453966041108 +0.6602877294021634 +0.9983519981055898 +0.45912449356429536 +0.12382897845857406 +0.2880209013062681 +0.6996349209761052 +0.9393599063871353 +0.7999323756414414 +0.9599348142325114 +0.055156316463341105 +0.1821623125921601 +0.6750395941127209 +0.36130338716403737 +0.9485338403789897 +0.8674088122281645 +0.8866286456769572 +0.8539797810017317 +0.16379743154213142 +0.21857110848655953 +0.214914895071907 +0.9946140787942391 +0.3045903163548054 +0.9705977415679053 +0.7570077730217862 +0.9874994929281297 +0.9635693951577432 +0.8998607073703265 +0.06093638675613842 +0.3555814104739317 +0.7924141487993401 +0.23725980977718747 +0.13946048226356533 +0.3904046395082283 +0.23816291967867118 +0.5877178304108626 +0.17341816781274144 +0.9709084407072752 +0.7488927197985443 +0.12703212417409449 +0.31632664629577845 +0.1642917178022998 +0.39479638478436935 +0.9296784266277123 +0.014606574213110745 +0.8723978063421922 +0.0992282658591915 +0.2196923165226234 +0.020959181644560586 +0.04476808023171037 +0.7463105202255749 +0.06648057520886663 +0.2701545266688899 +0.11740306959743559 +0.11354250783510156 +0.9976487715077126 +0.9775569319617443 +0.13724554590094876 +0.941420555499757 +0.08114874706619189 +0.08108201637454633 +0.04150064557744823 +0.94592523475906 +0.10725295158900698 +0.9342098372238129 +0.6861434500108263 +0.2139492673306987 +0.9923288831127359 +0.05257004490759328 +0.9646735281668603 +0.7901430141703045 +0.9410973179372797 +0.9529725512388588 +0.05705194735705492 +0.012649773089862539 +0.6584384055262523 +0.998894556956228 +0.07826066289861824 +0.21935445283477345 +0.9557028321663669 +0.9235000450726523 +0.09657489340750572 +0.5332106930889524 +0.9680533515479838 +0.961046953996888 +0.9862294965924591 +0.1173527147013886 +0.028392041294757996 +0.2891174064740863 +0.915542946083124 +0.42305024585135553 +0.0289768431951103 +0.1805413522066568 +0.2968327095873658 +0.999656032331604 +0.9548819841435399 +0.05746286361572801 +0.0773257762398448 +0.6078845299447894 +0.21585122444408456 +0.6876305495892651 +0.09462753192407915 +0.07450298469602916 +0.03475056818749499 +0.737694183399823 +0.08931485782175905 +0.9559895932364915 +0.8732476349716407 +0.9147300894402178 +0.09465589929025867 +0.229850196548589 +0.9806275683000575 +0.6732857689141568 +0.9825444489603872 +0.07840422221408727 +0.7332209358980705 +0.9500064185030451 +0.4638062925046957 +0.28113022420576744 +0.9843614694613514 +0.3387982707881969 +0.6372597258089275 +0.9087687457204097 +0.18694392291249667 +0.14381445512595453 +0.394116402176474 +0.6751315608682645 +0.06329374970602357 +0.17433984561112092 +0.04998345316370113 +0.7935919523748242 +0.8630820065104642 +0.887587350571972 +0.11999295167991011 +0.941924644803533 +0.39820311053010865 +0.032294704194280925 +0.6469409825413376 +0.08583127362449805 +0.9796669739634813 +0.6896783685990562 +0.017251646945687794 +0.22122382391804565 +0.08869955273150437 +0.6084864477543406 +0.05418764534908522 +0.7015544348903726 +0.623442409174021 +0.06982183615988663 +0.865396650817099 +0.9131244583233292 +0.8393666042852524 +0.22185960653241577 +0.15505754796701868 +0.03818481979686114 +0.06375024969873476 +0.749784738959186 +0.5010584197916389 +0.28922564757378727 +0.16951068245134335 +0.43613650944639876 +0.9336729714458866 +0.5612536477805862 +0.9910078781580198 +0.9831816933570418 +0.0828858045656021 +0.28102724125461603 +0.7952867285120014 +0.7784197908983291 +0.013953562222671138 +0.9020059939823558 +0.9804446457330926 +0.869995075936026 +0.02942767068168905 +0.0745947925361589 +0.8377325488083199 +0.40437416644446234 +0.5557565578249185 +0.6255314150942978 +0.987845400317719 +0.0371664264658519 +0.8930644912957553 +0.4026574830644123 +0.2232645073194816 +0.9339910776330007 +0.16899575091151509 +0.03950418714581529 +0.4926159173519267 +0.9873898240350095 +0.1078520362652334 +0.12669347762944563 +0.5618556067039895 +0.9947501289521034 +0.40111256049841965 +0.013412915714949234 +0.16783587306732975 +0.09609598680588737 +0.9350072076067982 +0.6848410208546055 +0.06843706692871791 +0.8107528584166832 +0.9893944121885049 +0.5720636453024772 +0.8127259768625342 +0.9985246335724953 +0.9670175459277639 +0.9056610539763009 +0.5807742409917146 +0.024745021161280703 +0.08770951825499755 +0.4647297139314052 +0.1576927912815691 +0.6565446342784992 +0.060072670563805615 +0.02295742451631019 +0.19474795151071267 +0.2047049166915331 +0.5217778273745233 +0.7216649191669884 +0.8217940191319952 +0.9989705654211721 +0.4248888454753924 +0.024776621751635926 +0.7391480667826825 +0.014304733606050453 +0.008155801171802457 +0.9958200038359963 +0.6899697615888815 +0.13677001890656984 +0.9837144054390028 +0.05579181160413348 +0.8069229660323566 +0.7121718771099778 +0.7350125257336368 +0.9534826415332406 +0.04407459386398085 +0.17820892638462218 +0.15926209051394732 +0.12706609223210533 +0.989199682464676 +0.9835686148874965 +0.6653073865178484 +0.08629214633823605 +0.9887806316674249 +0.33354958742846363 +0.7422110963565423 +0.018355795852467514 +0.8143219675238327 +0.7989527395016203 +0.03858098906864637 +0.49158950113812533 +0.3252096792180539 +0.39301470807195243 +0.015562870888444788 +0.9850453942229981 +0.8817771919005547 +0.9958233675036267 +0.0756419259230396 +0.9935213731585435 +0.035194918709334 +0.8171099610425158 +0.8602778484688977 +0.8994792930537774 +0.5685750092922556 +0.5639040558327104 +0.8248058842943948 +0.968717637958306 +0.8268677131293345 +0.43538620437002207 +0.2928471828851957 +0.335710374568272 +0.6893422268503068 +0.9737122898214075 +0.9864680682898301 +0.6087429657698769 +0.4402573825601567 +0.08035748866232677 +0.9922342640980014 +0.18424556989031488 +0.763347881810899 +0.9995484173967304 +0.7133052325709529 +0.9814493251552807 +0.3915796968200607 +0.9041680628209955 +0.22893666277761698 +0.16404702491869697 +0.8450134846659673 +0.9800297402946417 +0.9917879865574349 +0.950041128252925 +0.727809586872476 +0.6322809208101812 +0.9289296478849398 +0.07789343543322148 +0.012233722230123135 +0.0828858045656021 +0.12703611976202328 +0.9961164290630472 +0.08770951825499755 +0.7910078756490586 +0.18437867913904468 +0.9620252275841057 +0.32498553302889366 +0.347392919299824 +0.986280148951803 +0.9627215720232055 +0.5981225919912793 +0.5149738704183603 +0.5847697543582312 +0.03653613272500184 +0.9703456513530805 +0.18672521506256157 +0.891216243409529 +0.7959966792098857 +0.02800160522333417 +0.3799830253816697 +0.8706738666899415 +0.3881003098523677 +0.9805207103569016 +0.9675738037191343 +0.8554128534057477 +0.9895102682876357 +0.11705943641933325 +0.09035658010347901 +0.8146894903127428 +0.22185960653241577 +0.9976746057095155 +0.6480742204007245 +0.7395874095299558 +0.9775043944331159 +0.8193685268827335 +0.021468463339635816 +0.17281854184706913 +0.7577706183805922 +0.1686087534186903 +0.00960483117790782 +0.9959814865967211 +0.9917752289375283 +0.1818495768762004 +0.8085288390325647 +0.993566991110949 +0.8982674233168677 +0.3367231386241333 +0.34926285372590143 +0.5123972183468749 +0.4014189680298735 +0.040481943467709 +0.32004333354366155 +0.22483519904164695 +0.03145110559692937 +0.8750899126167454 +0.013694995757509184 +0.07887631966768811 +0.7924118499153248 +0.9997177465800027 +0.4314315356306458 +0.9356668430347629 +0.002878611744356232 +0.9985437301028653 +0.31989036073162536 +0.7855763392037561 +0.06804080837081361 +0.6265072110060678 +0.08769937791726969 +0.10666693992639614 +0.007855428872787442 +0.7386532505315302 +0.9955638839070742 +0.9556916071391113 +0.1634081396463769 +0.3255262125852008 +0.7849635424931335 +0.7958117543829645 +0.9752509785159383 +0.9822776746046621 +0.7296096913882858 +0.40641816055503205 +0.828501823251105 +0.12117964608197412 +0.9099700084623867 +0.4574103370916527 +0.47372562811607855 +0.6650437752220343 +0.6461534136445115 +0.7963848347879895 +0.9521867301850567 +0.7134679003109937 +0.9569247509713136 +0.321231155968548 +0.9520061148451783 +0.5575410241212935 +0.8014368704094466 +0.9710793926245861 +0.5894938572430182 +0.13250314698949323 +0.8116973297041298 +0.7832127792367851 +0.9566030632563751 +0.8302839274413965 +0.8961648413927619 +0.9550064047084044 +0.5968948506582376 +0.9892743607127288 +0.13547313876075312 +0.09179207975469174 +0.9395010305044674 +0.05283384821245476 +0.996787901200063 +0.41552389018331115 +0.17270550788628616 +0.7152003440500627 +0.9199300501342674 +0.8304867532491409 +0.9977622528956963 +0.905204339480786 +0.5450512104063164 +0.029654546916899026 +0.2605840233856218 +0.9834738174823203 +0.045652340279836064 +0.5993526740939267 +0.025816100071143443 +0.8551924336924047 +0.3061030705018672 +0.20707510785370778 +0.0550558841477215 +0.9934482347537894 +0.9562560885321467 +0.8896847704580322 +0.5473776547278529 +0.1329639774259314 +0.38174866765376986 +0.6634198454734911 +0.8843687000354453 +0.29865921243502624 +0.05577497477901351 +0.43694180823698664 +0.8475182890194918 +0.03107606877661985 +0.061492808672404066 +0.6751789066704201 +0.08985009970500044 +0.8052521541920318 +0.9520841991001128 +0.27378169991263757 +0.18304258013648134 +0.9518067326753349 +0.39743272105443816 +0.9857464837798646 +0.6300164824693618 +0.9163151181201044 +0.9893783753500488 +0.8311321776077316 +0.940494203532324 +0.7904864913620425 +0.17003269357946849 +0.07950057190827234 +0.30817521587798175 +0.993388336185562 +0.15793442157166007 diff --git a/src/test/resources/regression/splice/predictions_L2R_LR_bias_-1 b/src/test/resources/regression/splice/predictions_L2R_LR_bias_-1 new file mode 100644 index 0000000..df99dde --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_LR_bias_-1 @@ -0,0 +1,2175 @@ +0.25276855359288075 +0.004691928264322911 +0.9332848548424423 +0.1643807224675282 +0.10037270986089085 +0.9909757519503122 +0.053996569671176275 +0.17806609959897232 +0.0409985509321227 +0.8058349674827866 +0.981691978234608 +0.020149419472639273 +0.24114793173966834 +0.1651090477276468 +0.03645952403359487 +0.04941118336710296 +0.16206245084371879 +0.229721342636149 +0.14366497970802353 +0.22613661462802234 +0.05961954623021602 +0.3022775041019044 +0.3320608167068804 +0.9836550574018705 +0.5811304984862617 +0.05581812311499803 +0.1232266255983621 +0.9389360370281191 +0.04218601690759279 +0.03670451435636148 +0.17400788656276636 +0.8828608054797136 +0.07338997874399464 +0.7705885405739857 +0.9961537063534857 +0.9711729100836388 +0.9983579020035959 +0.06813889047087926 +0.17748985194204722 +0.1738645766751096 +0.983587475122621 +0.20295149358536807 +0.08522171360681037 +0.9143038573154638 +0.24349075904858408 +0.9460355652138593 +0.9941737054497153 +0.7728221072099453 +0.7568991404647472 +0.7075272361222052 +0.9479188998307858 +0.10846636743888004 +0.9067810407499933 +0.6506830765026446 +0.2681875785295108 +0.8564715172273772 +0.8778425749819174 +0.12440696047056338 +0.9786116468028866 +0.01791764828654965 +0.9776428153285053 +0.9086416327597818 +0.11392751770209122 +0.21613914825268252 +0.9718616266448918 +0.44812505277610565 +0.9175958660507598 +0.04567300228185302 +0.9984771805914786 +0.019560494242943007 +0.515341714181846 +0.0613291958666992 +0.9229097752740001 +0.48403774323653775 +0.29784426806204956 +0.6854780420595495 +0.7267068634871833 +0.22620533944575671 +0.9555379167223653 +0.7458668445617763 +0.6802374421780186 +0.24709378308602084 +0.042571680518816435 +0.1738645766751096 +0.155430330882686 +0.9162446653137152 +0.6484935735754129 +0.5985160110884514 +0.023300289411536702 +0.8927289206799438 +0.1321228786086243 +0.5134300096449417 +0.9534122019558 +0.32927051646482497 +0.047508871968356764 +0.3276375787794872 +0.9061740378890655 +0.9365878171582546 +0.9978772440729727 +0.8587749458492274 +0.9188653140422733 +0.40392483684459274 +0.44015376976661663 +0.12718634240302676 +0.072798061592663 +0.004518726294110812 +0.9701985705706896 +0.9662273316975797 +0.9770750417266234 +0.5008306038416682 +0.01665171661670351 +0.10223041887288603 +0.8466113267140606 +0.24282555517328203 +0.5654317298466833 +0.7914194330471892 +0.37687720576199335 +0.25225219142744776 +0.01923625008329016 +0.3217236522517446 +0.9673737638855431 +0.9416870426549928 +0.14864210683718548 +0.035072262579161954 +0.05581812311499803 +0.08568474649814427 +0.09829875672383949 +0.7558483650409998 +0.9832449243355232 +0.16927457105045204 +0.29591415156154083 +0.996017200846497 +0.9823896887446573 +0.8559720190836899 +0.06918861910849256 +0.9964141232817971 +0.008895483660426997 +0.9740159731845544 +0.14931344398608398 +0.31567930766047286 +0.9993437150474489 +0.41663827260128344 +0.4377768662523419 +0.5018417999578344 +0.12762483894440482 +0.9524125825889046 +0.696858315650147 +0.7801013259807879 +0.08767463556554812 +0.40142347362632136 +0.9421410146471021 +0.9961483183926579 +0.037848040882875564 +0.12729474769009524 +0.6366158464229662 +0.8699182428418707 +0.9944860932357004 +0.9794360695753754 +0.9203640616934813 +0.3754705143959206 +0.9606011840763152 +0.33791444106116236 +0.36550088398208935 +0.304680488122056 +0.9893220247624743 +0.4413219125297314 +0.3960696679166409 +0.9908956279078361 +0.8395924064300926 +0.18185442220051376 +0.022682437616395826 +0.3643898827361345 +0.42489730184636837 +0.7532412226599303 +0.0258477069211914 +0.10143230523986671 +0.36342553155863827 +0.16709467222682794 +0.0760822044836412 +0.8709975923192912 +0.9008110132918559 +0.07267335683478379 +0.7751327860263206 +0.9676522048111076 +0.14840296657212151 +0.22151556716910387 +0.7450956625840317 +0.47709894006082953 +0.9274294032240586 +0.5202810728964243 +0.9066479943963544 +0.7239520548853046 +0.22643955765657128 +0.41900526834314833 +0.9711401453374892 +0.4557870760045832 +0.14174523414118323 +0.014635288482867532 +0.43023235051491343 +0.020638283145619257 +0.9591409808404882 +0.924558311305254 +0.9848755843964366 +0.5451543731081047 +0.9870991856339906 +0.4918856481348054 +0.8091682288252388 +0.33987264698450265 +0.9885555803530138 +0.7395805847983762 +0.2468923633130766 +0.9904183289065696 +0.12363038470139331 +0.05581812311499803 +0.3055430736197926 +0.07128479933791149 +0.5840508068258954 +0.8287892606199988 +0.1331574030571806 +0.9953666601117597 +0.3156883709669363 +0.1395715745039383 +0.8004498013603297 +0.12134106684139731 +0.18382202707568454 +0.37798113725083093 +0.19464679755440925 +0.20500904683297813 +0.6741704362254477 +0.9648234762324901 +0.8508354550553705 +0.49029687710171377 +0.8923372029902108 +0.8950628243963624 +0.5260136260163284 +0.9097747805313592 +0.8969831824585375 +0.964433909290618 +0.6261715591868527 +0.9922569458595581 +0.5502213027584559 +0.10656486575244666 +0.47604959192282015 +0.660977574425214 +0.1803128796782896 +0.2974295465753591 +0.7725509399429523 +0.04447802449357132 +0.19525545000547445 +0.8683195373371145 +0.26842668760645694 +0.655166512918533 +0.9412418663642931 +0.12988889353793445 +0.9991653850973276 +0.7230464044753868 +0.015373287673192525 +0.7898754853096911 +0.3159605474400566 +0.17646767415885184 +0.03588645479250774 +0.9951532786686945 +0.7328227072240414 +0.8824502596449432 +0.8509252492828501 +0.09409945556859267 +0.9413582634163191 +0.8375671758820232 +0.8339462409759408 +0.07122512776523024 +0.9926026660292625 +0.8530676786340584 +0.34129909768614414 +0.005911575473241078 +0.11699916573847204 +0.6565279008112372 +0.21930306911347858 +0.030765714647984544 +0.9976146711637413 +0.8753999189847536 +0.9685489218476199 +0.0745968208432482 +0.3056309632109105 +0.38939648912614255 +0.6938514315564354 +0.9105029313726491 +0.7466510407735855 +0.825307563312606 +0.9497725784947746 +0.9912364199575187 +0.12123931924791473 +0.08568474649814427 +0.3049954912629788 +0.9923327808911978 +0.462129134261806 +0.7257213864088983 +0.9865124193363998 +0.9700785598510794 +0.3623099934392419 +0.2811375146692947 +0.8663202030424222 +0.9682062015424038 +0.01655313687132342 +0.39900804600639456 +0.16098502611344367 +0.12616911925241622 +0.7413893132312706 +0.7822154350668586 +0.3022076539051685 +0.48513096297451613 +0.9587810783620946 +0.8806909268153099 +0.9982617086495666 +0.11342812065229366 +0.966275807819634 +0.9555378555964634 +0.9975533293614427 +0.9880167707305126 +0.8893036903654892 +0.028516314367383437 +0.029909507562370086 +0.34831044803883476 +0.9023917616882412 +0.21951434340099696 +0.06396980296639929 +0.13928509109839526 +0.27015408109594546 +0.0045168568352410565 +0.5544066229084191 +0.21657921264860341 +0.21526782346222736 +0.9769158844344191 +0.043755781591552814 +0.056489454048303044 +0.6287203095505886 +0.20875535724565109 +0.9586157805827812 +0.08445927762871261 +0.9708557289717331 +0.03900156717572997 +0.805640237680222 +0.5991081127294984 +0.23576223790823245 +0.3113619104850429 +0.9997378703851326 +0.552888476901223 +0.9141661917843049 +0.9238236148744665 +0.9265904400702212 +0.9756230408912285 +0.3893562357450391 +0.07226670441147012 +0.06136498633464389 +0.7878591675086019 +0.9728591199244269 +0.997799845114382 +0.06770466341554969 +0.7619891517251386 +0.31742139901724503 +0.6715587376311222 +0.8079448001167039 +0.02803538808634975 +0.15153644897734017 +0.03869706636626191 +0.7173278610468186 +0.1388989457980774 +0.9083302968384946 +0.10588351372589812 +0.15108475911385175 +0.5929601218935505 +0.14207286046062464 +0.007635274711353652 +0.32069387783015135 +0.31602674709252415 +0.02399505077774605 +0.09977073099942038 +0.6169508404496521 +0.48582129029737525 +0.9401333263067339 +0.7688712341469237 +0.8467046423874047 +0.9790105078002241 +0.5771002360567691 +0.8276622529911901 +0.06715337200331505 +0.9831434776798611 +0.9889794791206427 +0.1655656660344374 +0.9842083251752025 +0.9811948133690217 +0.9978579547662715 +0.9917079280654579 +0.9971750425745708 +0.7310530866784122 +0.9198030718335312 +0.44897897331098635 +0.5181553862480515 +0.1470289959402961 +0.4199958819354796 +0.9500819393647392 +0.0793071599339659 +0.9449207752106704 +0.37765952134736847 +0.2374704990249269 +0.4338852860406865 +0.2667350432688652 +0.038579891731107215 +0.9974741546869943 +0.17184773304266643 +0.3431709721765203 +0.9740487602919669 +0.9917660773136568 +0.9632807866705122 +0.06577594806435401 +0.9620042530646704 +0.14738789041880085 +0.8722256364212168 +0.9866704950491905 +0.5696334689464636 +0.492406140062844 +0.3033629765363468 +0.3310979591144667 +0.6980558803000505 +0.7469155394041245 +0.14471278922086084 +0.9042720449553922 +0.9881488332621954 +0.9948168937371404 +0.01643183791189175 +0.45786367195800903 +0.8736829707493653 +0.9782128329395829 +0.9985961633193078 +0.14493153559164798 +0.6827776345161942 +0.018457069485308526 +0.786741790140505 +0.1687493435625207 +0.014062899372622147 +0.2737574664855716 +0.6434207368285468 +0.033273905278138304 +0.1828264602742204 +0.8245875295063033 +0.8046020061598922 +0.9943769575882128 +0.011868344016559947 +0.10549828362838919 +0.6325057039192169 +0.7784220859865736 +0.21555179208357053 +0.08291576930450346 +0.2916027110127589 +0.3019607130730163 +0.351932474369548 +0.9892560581884949 +0.8885570836533818 +0.03485465019409175 +0.9553025512709435 +0.038579891731107215 +0.9194315113387173 +0.8464688130210497 +0.5305384049745469 +0.875165712780148 +0.8009756855026187 +0.7912386278729171 +0.5452662741807108 +0.2442103986213408 +0.6721903754213684 +0.827694209508128 +0.8123513287442962 +0.19347935372941447 +0.5675054602896888 +0.5698298455657849 +0.009136261472524174 +0.9911725529268928 +0.26277366304876887 +0.7480404544763196 +0.922819478446181 +0.47419902744069703 +0.9841695862997093 +0.5136350763858367 +0.9728488528520408 +0.8141524080954412 +0.9952130759700544 +0.17613395135918114 +0.03130873336680946 +0.17308179112663194 +0.22298190155999362 +0.23957745928079285 +0.2961283670284335 +0.9667614339003818 +0.026272735446973755 +0.9340331090513321 +0.009659328730251809 +0.8459925426892726 +0.6165286446314219 +0.9906038406739371 +0.05716756017304296 +0.39449076621907103 +0.30582105840089646 +0.7019349429312312 +0.023830685401297003 +0.9220303481845227 +0.8289738574039948 +0.8096165164289202 +0.09613361313508088 +0.8910988755461897 +0.8998452372539848 +0.057653773736914486 +0.5655569978465603 +0.37863428862229453 +0.029923568021797967 +0.302051779770866 +0.9978438605779454 +0.2196539178749069 +0.05748733026475331 +0.04379396637996573 +0.6173978654393013 +0.833860859638527 +0.7664477433249042 +0.9964919928909406 +0.5588788024424756 +0.10654991990404947 +0.16063136316044424 +0.2618193805997072 +0.09293900606878906 +0.9933472452338584 +0.7689951904302964 +0.3918981398893092 +0.9438983714117842 +0.9937199605468433 +0.9588387393090306 +0.5303781972424221 +0.09899207451741815 +0.2527357828532877 +0.21456072934647688 +0.4338852860406865 +0.8010131732080834 +0.4601269477179183 +0.8892404210050335 +0.7091547153009502 +0.4538302319891596 +0.14647295190649637 +0.1238870938002283 +0.02439268422424844 +0.9391158158082811 +0.4419410047554557 +0.9812635840193772 +0.5266448496791657 +0.6496671687502121 +0.7188263239759598 +0.9540584592036025 +0.9882117827086848 +0.09953561038648447 +0.06009742012456517 +0.22092259166587025 +0.11837893057790409 +0.07249832688314414 +0.49096630114692486 +0.8711208707832008 +0.6375293843008293 +0.7619036551347954 +0.36526462836286877 +0.22411045134338264 +0.9114793650215502 +0.20178737942590103 +0.1339836170059208 +0.05167724283743562 +0.9726640116983135 +0.7198314507777086 +0.5090842545395426 +0.3169283033021015 +0.12987037535599552 +0.8107476213353214 +0.5756063289806458 +0.9851259619132284 +0.8523160506446233 +0.9705760325486411 +0.10322551192963576 +0.17094572392729546 +0.8674911676933232 +0.5456868708382828 +0.9845039805297207 +0.34114963499985623 +0.8740618913421314 +0.06742633888487244 +0.1321958735982296 +0.05434840105328172 +0.09635248487934661 +0.138649034011266 +0.8025633220921852 +0.23868341764262588 +0.04043867490354566 +0.9989125723302634 +0.9977799805940955 +0.9707235740261345 +0.37711316307069925 +0.4272686439027696 +0.22150524317575374 +0.9434638361059848 +0.9660903323894762 +0.046639387635872394 +0.05935819421410886 +0.24287746074153732 +0.5187885019440784 +0.9761956100797405 +0.3195819937562736 +0.44823389483775444 +0.9149081195010952 +0.27529027089731006 +0.9758419556309711 +0.10114622740570796 +0.8659678137579551 +0.15108475911385175 +0.97941245071989 +0.1292893284822 +0.1976181811978294 +0.5225886098796656 +0.07825216583878856 +0.7773745748809575 +0.1255917716314183 +0.9799981199295764 +0.7208737936404946 +0.9617892161639695 +0.7855880257824887 +0.26584353345925194 +0.9878577051578556 +0.6277305242867468 +0.6406228904437199 +0.06092736450076415 +0.8899214762486622 +0.029799807617415488 +0.727554360622117 +0.9585445836841042 +0.07685415757056997 +0.2391796715569409 +0.11788588506673854 +0.09098444827982771 +0.6097157333216581 +0.6625317264426195 +0.9582040015799211 +0.9895546617132452 +0.6628370538954448 +0.10223041887288603 +0.27675148152980017 +0.09760792330233042 +0.8691976963856011 +0.29545755701536797 +0.09448297028167547 +0.8935987574538695 +0.6257443478323289 +0.8385375998601867 +0.9930108344994094 +0.048979851565821644 +0.1536633617826426 +0.8979815633539519 +0.9052387219358166 +0.03900156717572997 +0.3686412704528945 +0.21263431504280317 +0.8784675246135462 +0.2795065350800139 +0.9962255510217766 +0.41894244853123497 +0.007970462488755393 +0.9925684970258822 +0.09022744996887595 +0.03247329190000644 +0.032536948191969034 +0.23894471201511888 +0.9783615647502351 +0.9547523074646121 +0.8224279364387033 +0.3243730580872435 +0.3607127589366511 +0.9588227656728229 +0.023231166997357906 +0.48716542013521985 +0.9992164187088936 +0.11357147201581523 +0.9827011607152992 +0.3743537721926695 +0.861864109529878 +0.6062843478537673 +0.7040573368653242 +0.9153470416752032 +0.9914643101226047 +0.07007326506738554 +0.007648846554413151 +0.27839972393513984 +0.1786868154115453 +0.9278909531547129 +0.072798061592663 +0.7627623396533599 +0.8511323520910953 +0.9513774153426181 +0.601977509834663 +0.04801759038584607 +0.9693959761728057 +0.16300572335859628 +0.48204279428273306 +0.8953899001014837 +0.0031248914007917673 +0.34641229666981094 +0.13859803976797816 +0.012987198592849324 +0.8647962830091416 +0.038579891731107215 +0.16891230572481913 +0.9868799648196794 +0.08805757103475027 +0.9955818591129334 +0.11884550818465142 +0.26437293524532246 +0.456207518611317 +0.925369702730167 +0.19175545580252124 +0.9570317451991835 +0.8984275066182321 +0.9735592967063239 +0.5579386889314851 +0.5795063816333793 +0.052098800484119044 +0.014762915174286078 +0.5782395570477025 +0.15757624838162643 +0.9111947738188181 +0.12721555038369067 +0.02928079283241577 +0.26188170622098517 +0.5840508068258954 +0.9945622562418961 +0.462129134261806 +0.991291049059788 +0.2645348552890989 +0.8854502874195395 +0.9613128013246346 +0.8543827676457804 +0.6009234904242179 +0.19393925819231 +0.7780330890179348 +0.09481392509126865 +0.9566973696601907 +0.06519482713463229 +0.1275054279065307 +0.8995790888098807 +0.980698577078167 +0.03922422976422192 +0.26842668760645694 +0.9339468305285435 +0.48461720298451405 +0.04895561906574335 +0.9906230404757475 +0.04219989616167369 +0.9511867418012756 +0.983154080091198 +0.42065360322963236 +0.26820740353726874 +0.06697688559066882 +0.9783204230322731 +0.994387149949848 +0.9841956804259199 +0.20946126364293702 +0.12724953899713415 +0.5626629350573368 +0.8461533565721483 +0.17806609959897232 +0.17968372751327008 +0.21018113396739668 +0.09857381049255583 +0.8998477732918333 +0.6752309324440581 +0.14222370818701027 +0.4380854032892859 +0.6566502847589006 +0.11918063183291851 +0.9866844497900226 +0.060569935284077614 +0.8667533472199778 +0.15970728908931592 +0.6961047846635289 +0.021932741688079915 +0.9938472529536245 +0.9682697519516414 +0.012411784878890438 +0.5861626317886446 +0.6741508679163404 +0.26698209895165304 +0.987730854475104 +0.8367845563248186 +0.994400609719818 +0.6753533546840684 +0.0108046434616871 +0.9831836311828637 +0.931914560198748 +0.08418607663993181 +0.9866732755018198 +0.2834582046687067 +0.12280371540004116 +0.9075682341464141 +0.29545755701536797 +0.9543666500516848 +0.988661645079817 +0.9871449007418055 +0.9830033029510886 +0.3390931614442057 +0.02045367412998943 +0.06604262231239087 +0.7635823039044385 +0.03015650202384819 +0.9855804779756792 +0.9955079879707119 +0.9887447304703467 +0.9870754432788641 +0.1151230848489624 +0.6310180962328821 +0.12916372620165817 +0.9257710721927833 +0.9198568531156115 +0.6244225703133583 +0.5593951439323218 +0.08026052813707901 +0.1204318145993585 +0.972843829024972 +0.029113698738014875 +0.5061148206846964 +0.8233465167858537 +0.06589330958721058 +0.056542236176467434 +0.5082119133279108 +0.9641636106803655 +0.40214747462861883 +0.9468762365617776 +0.791263532230196 +0.3867883594394688 +0.9576637396326283 +0.9914908402968823 +0.016497693471321868 +0.9773072014095997 +0.9081754304700715 +0.09208926725558705 +0.2391260329542997 +0.9808337166213716 +0.7594814801838362 +0.008895483660426997 +0.860721328923363 +0.981573050359597 +0.9916600811065689 +0.7657421994589986 +0.9598792891385525 +0.09624281939675641 +0.6547653604569893 +0.9878696369256816 +0.9781806930139915 +0.9463797170190018 +0.1890439637971978 +0.6650881804812174 +0.8244204300519552 +0.9881888898358455 +0.9971339153708048 +0.21032860287984478 +0.010131277968166532 +0.9800781951817581 +0.9360616622488876 +0.9839344792784369 +0.9981057504163494 +0.18931928716802626 +0.21904995922431444 +0.3875582896835509 +0.9991778779859559 +0.10146614512870501 +0.027088602604649844 +0.17254981826912658 +0.8341874571085193 +0.07386473163384957 +0.9917382875354217 +0.3062208366394646 +0.030068279535161606 +0.1852762539748075 +0.4609480751490648 +0.013220780872324596 +0.9853102579509109 +0.9246703670018696 +0.05313127624444459 +0.21418790677310978 +0.5441024154919268 +0.3041869891350223 +0.500153659248881 +0.9619153042879042 +0.9710472560500139 +0.07288251363646084 +0.025001437314219607 +0.18610360860651176 +0.1508888977230827 +0.032612634617739694 +0.14179052288039223 +0.0404234282867237 +0.4347505142159124 +0.03991559824599208 +0.02298694112269313 +0.9159374427015954 +0.6662462047515735 +0.06871995964801124 +0.9283964100200005 +0.9983668657473865 +0.05683824871766973 +0.9881521472111892 +0.8191420298268932 +0.19906268638663563 +0.9918451863635889 +0.1989962999494337 +0.13299136515453325 +0.22878875402573792 +0.1348689467565269 +0.1722990117876459 +0.9267899800412893 +0.8384500507171622 +0.2146279592527634 +0.5307885966751614 +0.05906053274540144 +0.25549770338051475 +0.019729083496455174 +0.06566480868344673 +0.7378253103811 +0.153900945646997 +0.616550456739388 +0.09467247329387968 +0.3087109993449931 +0.5126613435904698 +0.34903292417202025 +0.17959193268748405 +0.7070754860026843 +0.8913944674286282 +0.16321939849234918 +0.08031140360079142 +0.4060561229043008 +0.7899580872831782 +0.9515450924857448 +0.09976277110637939 +0.7569599761950242 +0.16536120108826108 +0.17094572392729546 +0.07432536586797375 +0.04521599229059837 +0.9996465895759418 +0.5670995937941418 +0.8830817207776221 +0.09274426050066585 +0.07779028715102293 +0.9441095675041011 +0.19464679755440925 +0.8263477719538666 +0.4377768662523419 +0.9768038654763073 +0.6718288894315233 +0.34680540575745045 +0.9610393887955133 +0.017160782982254777 +0.13215798371180867 +0.6069791509849 +0.9739606853884304 +0.2936465308680958 +0.9868797719454152 +0.9672744106931995 +0.4611755857033671 +0.9836147003945225 +0.06403059821024212 +0.5409527482994905 +0.14928230949197924 +0.6586628401397716 +0.7025337858666657 +0.8030207081785511 +0.04877965426968001 +0.6747553492022724 +0.4181126344827814 +0.017517653746018748 +0.09465038426762026 +0.6277394657674912 +0.511879210139898 +0.014719232836265818 +0.09187303917017454 +0.6510257054157922 +0.218968667649839 +0.11487921354878987 +0.9462015786870245 +0.977896516633877 +0.8046337040355559 +0.042116152305151006 +0.045545090069725985 +0.03247329190000644 +0.34122088920084304 +0.0431905853743558 +0.7354613967437761 +0.23837005950970022 +0.4534612729703247 +0.9957853382541666 +0.6013924246333056 +0.9237381157272037 +0.6176637234815756 +0.6830298311845774 +0.44575208253771736 +0.974976459392167 +0.004480825221717514 +0.9923762134340187 +0.13141801928934427 +0.9950935090260284 +0.8421050249090282 +0.9920887386187636 +0.5039249315076599 +0.7486090356928896 +0.8309678512626713 +0.8163449301685254 +0.9992530850420022 +0.01651318615464999 +0.9777199151888235 +0.11598552839477032 +0.19204510052340773 +0.9976626283772402 +0.43507196330650993 +0.8398246362253632 +0.232715056335957 +0.8237026007901176 +0.7405654096633901 +0.2986928916765419 +0.15523460538726758 +0.7734862728073605 +0.9813059675693293 +0.7402031222151184 +0.995941176032705 +0.05884464639408776 +0.8144647448984894 +0.2172365301226813 +0.6291758211173004 +0.08046199075721923 +0.2699530537645837 +0.1368620273635383 +0.04637635350662405 +0.9809555068412507 +0.028749162499701993 +0.04092534202537378 +0.058713256837775486 +0.8120893907805065 +0.6064813932879318 +0.7468092158215338 +0.904115812088642 +0.021560439768093166 +0.01655313687132342 +0.8529550606394563 +0.7725220578344822 +0.3893562357450391 +0.4338852860406865 +0.9749442986496214 +0.49626181247282397 +0.9554324592930079 +0.3104902614959008 +0.9758904939544678 +0.11048800562361641 +0.2690358214909068 +0.5061148206846964 +0.9558678159450947 +0.23582591139077874 +0.0026497303222101243 +0.9040546450594139 +0.20378336068703323 +0.953155572585054 +0.7160804751529095 +0.7417126653267063 +0.5665741439403861 +0.10262136357589863 +0.3763416222678739 +0.17076277900181722 +0.606999135076101 +0.019953913491849707 +0.6622316236232141 +0.9738516598759613 +0.23704551044516475 +0.9828793090201282 +0.9970564130837176 +0.028212951899257023 +0.9891717662711177 +0.052818225841894786 +0.19395928476204435 +0.640846626821723 +0.6321901094732545 +0.12882700503629782 +0.956929950421576 +0.017889190865834723 +0.11366129633449047 +0.7298715112752981 +0.9968323031541404 +0.20033397971697742 +0.08685024761419383 +0.05066737622459647 +0.09160748345510622 +0.3304319057371697 +0.015979685832623075 +0.03347421869850693 +0.9018668183572848 +0.8051072091288236 +0.6990680954765622 +0.6400465573146226 +0.15216454561455317 +0.07440216641678143 +0.9535005760970071 +0.051080928217381874 +0.628381373565373 +0.9560456920801763 +0.32874783456607715 +0.8351509530947171 +0.7587919673597587 +0.9179301804733208 +0.4049145602479779 +0.6212547564338898 +0.3555500012330133 +0.9976334999369337 +0.808663049179711 +0.16018840524500133 +0.8773083940103887 +0.02712438470185941 +0.04637635350662405 +0.3029149555539509 +0.02752361350734615 +0.941635954659975 +0.030544912591752404 +0.3132818920107098 +0.9848042436516233 +0.7308796857857368 +0.7295319489749726 +0.11788588506673854 +0.92766716756651 +0.9062071223575515 +0.9947842340537353 +0.5536897966298916 +0.3434124684431138 +0.5061148206846964 +0.0431905853743558 +0.9899574335122433 +0.7939782449994168 +0.09893125688017003 +0.5240168194110899 +0.048495317759245905 +0.5501333590728575 +0.1833903613950371 +0.9702933499166887 +0.06653360528098806 +0.9487190832015001 +0.9581522742084754 +0.28566903492230916 +0.9912360743101694 +0.34934968461615495 +0.4375393203617509 +0.569535895223423 +0.936625477107202 +0.07184403014933592 +0.7950600222562241 +0.47409381327566913 +0.5446838176125934 +0.9872973780963229 +0.5840508068258954 +0.8106584900938894 +0.3076660252983825 +0.9957010023144579 +0.9942065273308225 +0.1127785962990811 +0.9985912632133741 +0.9420392844606487 +0.05313127624444459 +0.0021042591272114625 +0.7998669204919416 +0.06785586050315029 +0.5250098858445927 +0.02944881597458262 +0.9525981452095654 +0.6785099548706521 +0.9224890352856193 +0.018344386333594018 +0.635389980768658 +0.2391796715569409 +0.782868895907242 +0.6684301905290332 +0.027306966989678973 +0.033778262019425145 +0.04167458961398768 +0.5800409650427814 +0.19344569583489324 +0.0032745253058046315 +0.005597226739824917 +0.039741518173707344 +0.2622306730694397 +0.860481130814636 +0.1530493436517052 +0.988198489376672 +0.9059802339697897 +0.9960338425114494 +0.3385943649617467 +0.13133898294430169 +0.30858012705527976 +0.9777330602385483 +0.9893083201028577 +0.8918072782100727 +0.9289191544573127 +0.25022387864949136 +0.20198880016308793 +0.7410956806232042 +0.4377768662523419 +0.14471278922086084 +0.909266001074757 +0.7084848984807667 +0.6331655631556051 +0.4653953157786936 +0.9802241349470502 +0.45687730808632465 +0.9320086307694869 +0.14968847593012452 +0.8463089686746542 +0.20094217009306967 +0.14471278922086084 +0.11711811941386535 +0.6293122476633027 +0.827963361661202 +0.10459833164392665 +0.281648613399676 +0.3742869274913034 +0.7806118817610885 +0.7581092212273597 +0.04569423473314937 +0.6344420000310588 +0.9093549263707976 +0.5575191747115897 +0.9397838862575446 +0.399833706535953 +0.7526959091685779 +0.6648391461142742 +0.856714604633956 +0.6450315699803436 +0.996924330104191 +0.12279560886948276 +0.3362388543829026 +0.8106269707742316 +0.3989837897997989 +0.1272163516939774 +0.1654528625947924 +0.9871972597691075 +0.03216888849495409 +0.20185047473117823 +0.06122026423020764 +0.9714062512210621 +0.6652217552925276 +0.11735309120851953 +0.5964915816683477 +0.9322849440346095 +0.9632563795717243 +0.7288789581748512 +0.794676690877089 +0.30808150865130957 +0.0459582759208208 +0.6506830765026446 +0.7235092286688262 +0.982301977482397 +0.844921226369832 +0.08796052578310341 +0.5791217100325364 +0.17308179112663194 +0.08998117443416068 +0.6535185456005034 +0.31361490602422304 +0.052447540319035264 +0.5768156104915252 +0.2157360459684025 +0.6689553459972447 +0.8763720573418238 +0.4084559844136582 +0.3825952469854494 +0.9913911442918311 +0.1743863410861332 +0.9575479102509362 +0.4856330413158174 +0.7628393028817788 +0.6049915420987225 +0.6529420442637389 +0.8979084596304465 +0.1879913674131656 +0.08718723302999908 +0.3599626793092295 +0.9161219541738506 +0.41569968896767634 +0.794852739180169 +0.005405512580522423 +0.3760679363898888 +0.9334235738734087 +0.162943486135414 +0.026846898137534443 +0.8333853761799536 +0.9067824800258597 +0.5168813080303365 +0.798852190690329 +0.14620855852096606 +0.2117154167147457 +0.9606751415749885 +0.029127375022229708 +0.13508302235286 +0.3124067925496972 +0.11241130254089453 +0.7506542030706196 +0.7125016493149503 +0.4327025444045684 +0.5564722111020098 +0.30365613254102375 +0.7885048787233111 +0.48656335158444186 +0.9370403237632887 +0.24401503714067438 +0.14220492391060127 +0.8682072818036444 +0.5897682745991405 +0.514875280389265 +0.7909032758476808 +0.07775529037091533 +0.9216714325952418 +0.8860051518750535 +0.9514969675978004 +0.33367629706079033 +0.9004485345441756 +0.42607875440557275 +0.17965769320274763 +0.6495324371880964 +0.17397171404231856 +0.9685650083292493 +0.7137619998229131 +0.4814647542557256 +0.18644382108884067 +0.004247162221648326 +0.8455447801765219 +0.0717598890311115 +0.2391796715569409 +0.058789102979393486 +0.22715209441076709 +0.9499818962873523 +0.9713916533249333 +0.9439457453384731 +0.9964271972617562 +0.6739355631515912 +0.9432874017276731 +0.9257543138848398 +0.1275054279065307 +0.9908784390630037 +0.9389348841671361 +0.13902869953126407 +0.7937572184734456 +0.5727000305978381 +0.5942451642037272 +0.9646325649488858 +0.9381368027103933 +0.9633857812418457 +0.08908343893923194 +0.1510213348195962 +0.45374578749371974 +0.7546363802630012 +0.42418991834170583 +0.17956183667107065 +0.2840886006642974 +0.953155572585054 +0.6415946694594546 +0.5176374300658905 +0.21161339228808854 +0.48579984459612424 +0.08871519280115146 +0.4139503492096887 +0.7375508686795043 +0.10322551192963576 +0.8960503286776332 +0.19084017859776334 +0.8561734135434202 +0.7713294487361781 +0.06300723765793487 +0.5239854675077495 +0.0867785284269121 +0.4795255237577933 +0.03291739173462356 +0.1402425888535074 +0.9168927642560367 +0.7759010450464134 +0.038213336669836465 +0.01832048642139252 +0.9956904698871818 +0.1091759150084253 +0.10733584758143713 +0.7243035626222627 +0.05561194747647923 +0.6107035600175076 +0.6778541610905011 +0.9955959776600115 +0.9613815436128513 +0.665402387084474 +0.5074197631929673 +0.941826342965763 +0.9291801520226273 +0.11093547308419995 +0.2322397354479756 +0.981027999310005 +0.39720669573250067 +0.0325486236779567 +0.7344645275534754 +0.1487830875635845 +0.9414414418109545 +0.12954794770299619 +0.9994739091391556 +0.21219721466955505 +0.22151556716910387 +0.8432429307118955 +0.8155327861058148 +0.9601837697990713 +0.9020271463406789 +0.12356640301022705 +0.9538491265449512 +0.5811304984862617 +0.9822397233305037 +0.04232695405220464 +0.42509307245356265 +0.49959400618068567 +0.4749958509327272 +0.5289938439651026 +0.22597267404335175 +0.5109038270834518 +0.0953410297485953 +0.3743572266638295 +0.008021290700900546 +0.9351426479044258 +0.9205756933551954 +0.06697688559066882 +0.5537869372933953 +0.9886497464816423 +0.11001427320740309 +0.8708213705699861 +0.10505967779490112 +0.45374578749371974 +0.10475589913995338 +0.9871718377119305 +0.996880941427146 +0.9794767219049532 +0.6933646106597491 +0.9050855271092016 +0.5158021787622848 +0.6342750580195209 +0.050824761512931735 +0.8487504052020807 +0.03196151250870985 +0.07360165953393258 +0.8060663016677928 +0.9998437979981855 +0.10764133012803997 +0.7740101091246357 +0.4100574666623066 +0.5552492595314169 +0.7191441198897442 +0.20033397971697742 +0.8232288911683128 +0.24497185775804106 +0.8144438380364881 +0.18856989307845629 +0.9675338762378706 +0.2322293303902427 +0.051044527235143425 +0.4429564169108833 +0.968386374481393 +0.6470715244392081 +0.16004148304574625 +0.10173129673639253 +0.17548249846983935 +0.9594123865199349 +0.4429564169108833 +0.10909941072443419 +0.9658510618619162 +0.5061502286184476 +0.012490207221641571 +0.6025160400374205 +0.03169093923432296 +0.15774694340955686 +0.8094748776836824 +0.47922914688419704 +0.9667369062737009 +0.9835134403499254 +0.12036438021452567 +0.5487125586528743 +0.07493358581360107 +0.4374663214486028 +0.8707780219068098 +0.10590010345801842 +0.6154647133395914 +0.18703316098861306 +0.8499922517339056 +0.9195760148574905 +0.031869549149765995 +0.9231870627008844 +0.34041094245354203 +0.9978930781805396 +0.20075542935113103 +0.42864290138213507 +0.1339507484185331 +0.10223041887288603 +0.9789739947270193 +0.27572260777749924 +0.019186601633046703 +0.08746921339144609 +0.6242841098460425 +0.3091823760056686 +0.9878634365947466 +0.45751861253378817 +0.8102868454131429 +0.07403572557327533 +0.9876126628677294 +0.615464887025535 +0.7968534718321204 +0.16709467222682794 +0.8918572403617198 +0.07025562954722846 +0.9973877531976283 +0.944551275066497 +0.29318035987835606 +0.07523547748559851 +0.07246433866864933 +0.043029456361684634 +0.5166040752115003 +0.1846649511931728 +0.9599956902502949 +0.3785685492578701 +0.9227644553891452 +0.12595576486828466 +0.9670069347226927 +0.15216454561455317 +0.759465985728068 +0.4351290008679391 +0.005158871329884057 +0.7329372217541261 +0.9212158802150839 +0.19452453961215385 +0.9847676234797847 +0.9834744317055819 +0.4487675243926796 +0.9658355297534995 +0.9661375118723367 +0.29713965696051925 +0.029186975934911298 +0.9946429472875596 +0.06904624441180093 +0.16891230572481913 +0.7215418210432784 +0.4079124496112908 +0.03416893075281764 +0.6057668782169181 +0.9878309242037416 +0.08289596777020275 +0.6004890276750179 +0.2891978507551064 +0.10262136357589863 +0.5233009815093256 +0.7071611275448457 +0.9740689472721068 +0.06668085119453661 +0.5589784789222788 +0.9753823414014613 +0.9833666983829952 +0.6344551755725204 +0.7266284440558055 +0.8946656411112094 +0.729217505876378 +0.187223425795794 +0.9637483595254074 +0.9785796910227755 +0.6469694046971524 +0.39265894499286197 +0.1687085115049146 +0.44787166919651633 +0.14529281734928415 +0.023837880076957463 +0.7301982426460293 +0.5948429003251882 +0.26319843896730427 +0.99935031246523 +0.539683243206241 +0.8646772039264086 +0.9918839024169561 +0.06618210582384482 +0.12829786482608416 +0.09160748345510622 +0.18733551436687987 +0.8379847391889753 +0.24011339352745126 +0.9957145098575001 +0.2403292459843968 +0.4237856359973582 +0.9972231918303337 +0.3573123459614024 +0.33040066121532424 +0.586020477822246 +0.06259309719466676 +0.9708763412251744 +0.7813742731309681 +0.4377076216634429 +0.6283920881039362 +0.33055537750603686 +0.11048800562361641 +0.9061805124503473 +0.01886148881815232 +0.9667546552507079 +0.8431782748912681 +0.70972623523949 +0.11597177223863712 +0.2671426290682592 +0.6291758211173004 +0.06010804710590783 +0.422114607166182 +0.9071311201873179 +0.8810744752646437 +0.6114306575258054 +0.06530233237100773 +0.8955893261749148 +0.9354733461932643 +0.07141037055202744 +0.8537506374094546 +0.9476411856286774 +0.2256983569326331 +0.041701806745698414 +0.9541717800882005 +0.9144681585558777 +0.3483744100385033 +0.9988447493136673 +0.9783371878656929 +0.14728616574096134 +0.9647270434806472 +0.25917965039456076 +0.0403506220661474 +0.20094217009306967 +0.024453488165249997 +0.900398457852146 +0.03748263175243957 +0.026332479857817354 +0.020034397608299965 +0.9518688228630179 +0.4693696391853797 +0.9982804345788977 +0.7446182407764828 +0.9882871831288653 +0.621221851729783 +0.9989356264917125 +0.9312980549312517 +0.845462824827281 +0.7683513589397227 +0.6673371364718961 +0.7548309681394729 +0.6146135785802994 +0.6188419606468578 +0.63203097969326 +0.9153710744848537 +0.27015408109594546 +0.08279594019546449 +0.999067966227325 +0.25385989698388695 +0.41881000046352634 +0.9772546261078522 +0.38498286512848784 +0.5997561933699653 +0.05191872260918743 +0.060438761287528404 +0.8244204300519552 +0.9661293346975499 +0.2749721805299887 +0.8056804452238526 +0.08374572650566768 +0.917703912318134 +0.10523838416716215 +0.0431905853743558 +0.9875929644951504 +0.5430927742467007 +0.92863036019968 +0.292106892095501 +0.5811304984862617 +0.927089183794718 +0.08871519280115146 +0.7905324256038231 +0.9510565663777324 +0.8532415722743831 +0.7006067944913658 +0.8527350764393892 +0.040017048761795654 +0.8042774263409876 +0.4746645514884167 +0.03247329190000644 +0.9159816749718638 +0.20700509435403322 +0.08473670373764283 +0.021063587356565976 +0.7501395958244231 +0.6008053274942602 +0.22266550517192918 +0.1654528625947924 +0.13859803976797816 +0.4487754202447876 +0.006182263207111088 +0.8034916754999074 +0.8411547170628786 +0.9984919381976137 +0.701230938823336 +0.21882832354865098 +0.06530158995501174 +0.8161930750706382 +0.09680895528329632 +0.1289045253120625 +0.38074100419074886 +0.9902530557654068 +0.8244081012066397 +0.22232793129516656 +0.9672280069236059 +0.9552990902415659 +0.658879983346764 +0.9973188384175486 +0.4537198088368751 +0.12166735256852906 +0.2974295465753591 +0.7233938410821877 +0.920241023237635 +0.7672736842786912 +0.9555138238609493 +0.07670426755620359 +0.2020542382000405 +0.6262152324083968 +0.38114014313002526 +0.9234568918489623 +0.8536383807910715 +0.8841558364466455 +0.8477253587557247 +0.17739520233396214 +0.1953113837131226 +0.22872510518846978 +0.991357819501125 +0.2687134844621916 +0.9482298789485198 +0.6957003764638323 +0.9842415288886041 +0.9605716115296008 +0.8728215982150022 +0.08752816728252888 +0.36463841841290984 +0.7347053214531523 +0.28263773118740604 +0.14151947906545373 +0.3652402481688027 +0.2702557379321576 +0.6019603074292132 +0.18756113129397528 +0.9553595803459676 +0.7141869754561837 +0.15006806268505113 +0.3565016938571626 +0.18042185623685486 +0.420629739999932 +0.8907898100523006 +0.019869549190527473 +0.8478218858455016 +0.1315498948922666 +0.2011671007197893 +0.02832934340520479 +0.05018754905286974 +0.7425213463403432 +0.07743275002259548 +0.22694086075602063 +0.11125513255971738 +0.11465773314362641 +0.9949908568653792 +0.9655549968529163 +0.14220030165163877 +0.9426182352922399 +0.09702818827260355 +0.07716529308316536 +0.0486800687020532 +0.9262163157555541 +0.08985113238973667 +0.9317591471503627 +0.672990099852397 +0.2391796715569409 +0.9894623887168028 +0.06247415932778689 +0.9594722396851878 +0.7650627193488726 +0.9200054560845791 +0.9309503721217008 +0.06445607618977715 +0.012752885717121085 +0.6099500960549535 +0.998194364868275 +0.0873025549065531 +0.281648613399676 +0.9379731295759695 +0.8968401909311973 +0.11597590614704764 +0.5468762756060181 +0.9554608452643882 +0.937861704006035 +0.9788866076644169 +0.12883067136878515 +0.03377362927905062 +0.25926067142461917 +0.8980809209472632 +0.37780534058620224 +0.03590865318591199 +0.14173806913392828 +0.26750109273819656 +0.9994559074860618 +0.9301787839780017 +0.0684624987062793 +0.0963851690943723 +0.6117739757745214 +0.23719351300064065 +0.6512935384045895 +0.09165542324693415 +0.08152773966544292 +0.033273905278138304 +0.7566122504149887 +0.08368363044646178 +0.9334162946555377 +0.8710793087896529 +0.9189832709710376 +0.10961345765348263 +0.21074357633548665 +0.9795242258112774 +0.5890132761524831 +0.9794753711733982 +0.07958702220053682 +0.6868613220266466 +0.9361456213261179 +0.4416337985044925 +0.29313368817718866 +0.9853276251483192 +0.3178866578133032 +0.6009234904242179 +0.9245051288463808 +0.14785206879228133 +0.15902287316191432 +0.31074326333922575 +0.615110652954115 +0.060374129981956196 +0.21995296996407 +0.057284447668319353 +0.7285926967433027 +0.900108840995616 +0.8586065333065047 +0.0936097910957027 +0.9303527204295332 +0.41618953489208466 +0.04023684422974397 +0.6327198876627349 +0.08649810482851743 +0.9832953522486781 +0.6734154521360977 +0.026846898137534443 +0.21143355143723125 +0.08732458520300987 +0.5889643810177765 +0.0777850437455042 +0.5837349081225025 +0.6400955925497067 +0.07106498667687801 +0.8568208059223115 +0.8812196085134884 +0.8119258940730276 +0.238010827561702 +0.12977797985386585 +0.040986573333374514 +0.0676857166521232 +0.7380424559281317 +0.4963346748096839 +0.3144578951921429 +0.14301764518531873 +0.3633990790829949 +0.9280333925093345 +0.5582110084917268 +0.9872534180746824 +0.9792242162186087 +0.09160748345510622 +0.3045303591385347 +0.7745354049717121 +0.7294089819651921 +0.014552613250738377 +0.8736839959807655 +0.9777316484056422 +0.8227223350332807 +0.03113090784420369 +0.07679777750237364 +0.8510181540025791 +0.39489780553755155 +0.5349271158645775 +0.6228823479221806 +0.9843166133312014 +0.03738559245856296 +0.8620215838001057 +0.3936146247254715 +0.2611255587245002 +0.9087643180335672 +0.18046171609988887 +0.04111358020041837 +0.5510808378002359 +0.9810845368449385 +0.10643209863070491 +0.13076075587932848 +0.5840508068258954 +0.991541837740406 +0.3663227064378658 +0.01655313687132342 +0.18619919895836526 +0.10323856723858373 +0.8975074073261592 +0.627140883894958 +0.07309709685749619 +0.8173379919567825 +0.9868340181120222 +0.5390685524099902 +0.7818476165569872 +0.996805259763044 +0.9640884008492484 +0.8771018713901235 +0.6208417877292582 +0.030765714647984544 +0.11308862108011355 +0.4721071644863134 +0.1400018874145467 +0.6508628295479307 +0.060745049833947344 +0.027248194839642265 +0.17285162056457345 +0.20029164507050132 +0.5035457796654779 +0.6404160794869321 +0.7791337138557359 +0.9980655376704765 +0.43180148033375665 +0.025690999015313118 +0.743531349292454 +0.01851180020487881 +0.009788842795509322 +0.9940368087355538 +0.6458142429728176 +0.14711770816293088 +0.9746961333575428 +0.07331219182566806 +0.7599316670495025 +0.7203717292998997 +0.6557714291830985 +0.9348558901868755 +0.04637635350662405 +0.14937383120698677 +0.17126828344634426 +0.15136748237458608 +0.981161987363557 +0.9813271656498119 +0.647152272430207 +0.09457642303739867 +0.9857868723591515 +0.4090148836085541 +0.7274226633339779 +0.026463311360799123 +0.833147457001106 +0.8123513287442962 +0.0325486236779567 +0.4814647542557256 +0.4101667342360024 +0.38935128611332154 +0.01791764828654965 +0.9798683956896966 +0.8872279639376609 +0.9938320944673652 +0.08960172399126856 +0.9911947169743958 +0.04288928407855161 +0.8047759815290412 +0.8321165205025759 +0.8885728993252963 +0.5683428416652585 +0.5868866429271803 +0.8239214460683729 +0.9610955086441982 +0.84670703647615 +0.46557259993902556 +0.3278562207307372 +0.34203322236177996 +0.7135435123103732 +0.9656289735096654 +0.9792864698830491 +0.6073908128956119 +0.43507196330650993 +0.08052873853270044 +0.9907107574724968 +0.1515607380720508 +0.7610158198363185 +0.9992694858436912 +0.7098450749358699 +0.9808424145012391 +0.35110571078878927 +0.8946217596204685 +0.17875401508107394 +0.17633412754718245 +0.8409425989251602 +0.9750551180852144 +0.990361220455389 +0.9358000901297029 +0.7382888083372788 +0.6487525436212112 +0.9299530448871116 +0.07087690195909047 +0.017050998098911675 +0.09160748345510622 +0.1181931697648394 +0.9946016714247577 +0.11308862108011355 +0.7520797234345844 +0.21080404833802116 +0.9497525387924918 +0.29545755701536797 +0.3622367603670928 +0.9832752974548922 +0.965658029649735 +0.6010738803485495 +0.411983042658008 +0.6140540870283948 +0.054248414685906195 +0.9587967951919372 +0.1945995946733367 +0.8707378337463497 +0.7474016080084737 +0.025881803273278617 +0.44162147175163596 +0.8169273444230719 +0.36636162592325605 +0.9791895397958114 +0.9658790586029883 +0.8429514578263692 +0.9860972904267351 +0.10037270986089085 +0.09976277110637939 +0.7171657867967886 +0.238010827561702 +0.9969017682263163 +0.5995827387712304 +0.738569505493813 +0.9741392588183172 +0.790060981244348 +0.023283513337657866 +0.21762610518999922 +0.6951661923475785 +0.22247256313026387 +0.015037198545204356 +0.9945267260121665 +0.9892396404843337 +0.17770367795585235 +0.7905295470223924 +0.9897633090254263 +0.891562975549814 +0.3129291313815466 +0.37303265941561076 +0.5474007814869 +0.30554321903633 +0.0375787448558319 +0.33592391856759213 +0.22092259166587025 +0.038579891731107215 +0.8594553689783527 +0.023127332018181877 +0.08940435904230658 +0.7696500917180005 +0.9996151780965568 +0.449310063201228 +0.9107134032573958 +0.004923905103309142 +0.9976208829346733 +0.36341180237478815 +0.7328381331723105 +0.08106858221174344 +0.5884434328207163 +0.09766511034364889 +0.11220676383695818 +0.010131277968166532 +0.6554968192747571 +0.9944474740234416 +0.9496020960955124 +0.15451344091549693 +0.29947104400925195 +0.7652633733762286 +0.7302948571557011 +0.9702198136057417 +0.9803131792035001 +0.7695826112118429 +0.403605085460762 +0.7876488339359514 +0.13191249381896605 +0.8726104142179546 +0.41352673872305246 +0.4460432079497265 +0.6786350839976578 +0.6415946694594546 +0.7846870942248781 +0.9577546124297961 +0.7294255827908105 +0.9576337689017347 +0.3307099039452113 +0.9425634011260218 +0.5328442789137285 +0.8375058997410955 +0.9693277046290563 +0.567130104700519 +0.17459500820485022 +0.7831881159618013 +0.7813742731309681 +0.9418945371584257 +0.8250727798940087 +0.8928231606186599 +0.9536956916870308 +0.5750808465345391 +0.9891417292449163 +0.12714139438823632 +0.10909941072443419 +0.9570460160523657 +0.06163049078976929 +0.9958567773896461 +0.39720669573250067 +0.16724968937480333 +0.7242618212757599 +0.9128057913194898 +0.8464776049648008 +0.9963433749518288 +0.888466641013481 +0.7067461071638172 +0.03169093923432296 +0.26976239347614256 +0.9685988446384511 +0.04924522717955105 +0.48515533396266813 +0.03510261399266988 +0.8221170284145493 +0.29751223553203376 +0.21825041586573982 +0.05486908374462185 +0.9920791307598078 +0.9586046043609594 +0.8352577067238838 +0.5834651012881176 +0.1463222412319584 +0.41409898735126893 +0.6730574899836858 +0.8888775344220723 +0.30147013458326316 +0.062004856540756825 +0.4503130211904567 +0.7900667044755022 +0.037308262794646385 +0.060225624953012015 +0.6934555782140093 +0.09262677467689688 +0.8262251247523951 +0.9391164350572756 +0.3033629765363468 +0.19656466265610392 +0.9361630475669585 +0.35752182973761865 +0.9775405482536377 +0.629284737259434 +0.8932704027834449 +0.9825114599929785 +0.7991863133865049 +0.9197283988391362 +0.7044764925096697 +0.2180993501622692 +0.10002362304416355 +0.30937555426851754 +0.9880348802906227 +0.14653427294541607 diff --git a/src/test/resources/regression/splice/predictions_L2R_LR_bias_1 b/src/test/resources/regression/splice/predictions_L2R_LR_bias_1 new file mode 100644 index 0000000..fc54341 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_LR_bias_1 @@ -0,0 +1,2175 @@ +0.2535295640246047 +0.004697955826385813 +0.9325430236625755 +0.15857238721018505 +0.10613140211727633 +0.992228917460226 +0.050242902793881314 +0.17234019041559137 +0.04100988553108487 +0.8152441753177737 +0.9826009204110857 +0.019950994587590563 +0.24059006594730278 +0.16643902512843636 +0.03522937014730994 +0.05174890016475422 +0.16524846718888836 +0.23394929898314054 +0.14966724709400703 +0.21773796533684506 +0.060100014966895425 +0.28989170242112106 +0.32077356349267794 +0.9843199628807101 +0.5848011084587339 +0.05369237008292097 +0.11165054361088037 +0.9414121709567099 +0.040804794816940035 +0.03686244513413847 +0.1655508853324163 +0.8780485927059787 +0.07599601673460914 +0.7766861301807245 +0.9966081955057942 +0.9717829781103007 +0.998442684252699 +0.06877677232472602 +0.17349951295213623 +0.17563365020604468 +0.9840300747762251 +0.20845182135661253 +0.08329360886055177 +0.9208133257312842 +0.23856123548006966 +0.9491255354444265 +0.9946360433258853 +0.7894184749228298 +0.7547863387286953 +0.7244815976880545 +0.9457338616227958 +0.11244869597495594 +0.9052057234308863 +0.6446636750190435 +0.27020501693590715 +0.8586906088694614 +0.8753050075069605 +0.1212633491261886 +0.9787667302936182 +0.01726782515863835 +0.9792976517190247 +0.9109883110999256 +0.11904182023106155 +0.21296804563700747 +0.9736635122552215 +0.44011512656641516 +0.9148629610328413 +0.045305688212373664 +0.9985182647318442 +0.019151032063112923 +0.5095765207371783 +0.05914668760451154 +0.9242468171474275 +0.4974346275949605 +0.3035523272196968 +0.6823988783623411 +0.7094412164056183 +0.22745580000830218 +0.9559545898128836 +0.7485040378403082 +0.6718839345262332 +0.2350656181681661 +0.04356601122297821 +0.17563365020604468 +0.1539045500185675 +0.91931614687414 +0.6583590071498149 +0.6019409972331694 +0.023186823899131317 +0.8992834404237984 +0.13762736604218004 +0.5205783646305387 +0.9545074067682338 +0.32351641402027465 +0.04439895538657404 +0.33391937464142274 +0.9098630195313563 +0.9406175632915158 +0.9978349169698607 +0.8676747117860832 +0.9166145319869593 +0.41548455694532116 +0.43931601200687576 +0.13355196187908822 +0.07255360015878505 +0.004305218906294511 +0.9674405723806087 +0.965920239625089 +0.9768944425820895 +0.49796232953371766 +0.016756947990162908 +0.10282815476694304 +0.8583366233151384 +0.23835500409464108 +0.5616693379961901 +0.7909612605229362 +0.3813694059269209 +0.2597645700468115 +0.019832049359106384 +0.3262628004176246 +0.9618548323767878 +0.9429340040952918 +0.1530430669958854 +0.0342780332791677 +0.05369237008292097 +0.08475720351094797 +0.09500332454106317 +0.771086266577886 +0.9828666277150012 +0.17119336797837742 +0.30417596808601277 +0.9961204449889027 +0.9823662230469065 +0.8523751211244495 +0.07119409840509096 +0.9965874689203091 +0.009185741322959878 +0.9736165788656117 +0.1483969653799381 +0.3124858356210804 +0.9993632151288255 +0.4273865766421425 +0.4480393487463748 +0.5066633248957898 +0.12350501776703607 +0.9545614581909546 +0.7020961577789879 +0.8197816562682942 +0.08894020331875248 +0.4161152902000817 +0.9469822104625025 +0.9962209268882428 +0.03745175569952503 +0.12601305325942835 +0.6572757935140354 +0.8725626476594734 +0.9948846570178128 +0.9799572049661387 +0.9210700251623913 +0.3762409260850336 +0.9619534111480614 +0.34078526150239025 +0.3748946894437848 +0.3124356466952761 +0.9884468108221504 +0.44289244327311506 +0.39427977569505424 +0.9911294204821668 +0.8462165263806647 +0.1794114766262991 +0.022609826713218855 +0.37630724216874795 +0.4348061800347011 +0.7543648403780725 +0.025707842375376624 +0.1020284800165673 +0.3617194819525353 +0.17347130524270676 +0.07667489973704017 +0.8709478535305222 +0.9100413101538013 +0.07149940672166051 +0.7677360379682421 +0.96858971788033 +0.15196086636003947 +0.21278385979851305 +0.7284170844777696 +0.48841830009029447 +0.9309136460463097 +0.5262942160921368 +0.9113092677265584 +0.7329963662144592 +0.22538963585381142 +0.42535867304160785 +0.9728093741525634 +0.4637416280580375 +0.13733885757198797 +0.014036669023111622 +0.4354830031869951 +0.019767918259624002 +0.9581087847288022 +0.9229951801351424 +0.9858471985459955 +0.5535989332298955 +0.9862740277907878 +0.4805246727575941 +0.8076060826224951 +0.33445413913464184 +0.988348403044934 +0.7597445027830737 +0.24538874772738004 +0.9901980150679012 +0.12187642337421441 +0.05369237008292097 +0.29792797611807487 +0.07117366688067249 +0.5754847890129703 +0.8266271697475035 +0.13969649810471643 +0.9954926478674389 +0.3142187371794412 +0.14387711112530363 +0.7991757306815931 +0.12060498236976769 +0.17800733281049044 +0.36996416323177667 +0.19461209032794607 +0.20508340738217265 +0.6691656431774289 +0.9669723317171379 +0.8589489739009621 +0.49890912051567815 +0.8941287171849492 +0.8931798997304244 +0.5274816594059625 +0.9092103704935206 +0.8993812638460047 +0.9665084127438224 +0.6192768629842622 +0.9922701952054344 +0.5387988290697135 +0.10750355888317296 +0.462567210234272 +0.6797390374981187 +0.18510785354407988 +0.2981185179979687 +0.7777010516507799 +0.040920308112412124 +0.2010663996305621 +0.879294074241547 +0.257413469066237 +0.6625331019534096 +0.9373068110599772 +0.13347329282585618 +0.999233588225115 +0.7214964862523481 +0.01506899143977172 +0.7956374426087252 +0.3114087565374442 +0.1749994386558856 +0.03592241585009187 +0.9953839999293962 +0.7555630711466161 +0.8940956139258216 +0.8596209356914373 +0.09422024493069166 +0.9383359223158091 +0.8452592362779353 +0.8321906178702055 +0.0674958265072953 +0.9932007802418583 +0.8591826299819751 +0.33293360178546244 +0.005464357545932663 +0.11732944144948543 +0.6522203091069971 +0.21788659629393783 +0.0297874777200381 +0.9977838143205189 +0.8739321263720077 +0.9685032104866055 +0.07165325563415753 +0.3002531594040038 +0.3750910127600385 +0.6893342228926599 +0.9103396267015722 +0.7506818768464661 +0.8363846674349171 +0.951088781131361 +0.9914427973111036 +0.12548317247937282 +0.08475720351094797 +0.30920051361809686 +0.9927510410754463 +0.46647680674850894 +0.7245490270243077 +0.9859337297301658 +0.9722239569109022 +0.3662084397968728 +0.2681790683719529 +0.8567002102066946 +0.9672096789461845 +0.0161311706051877 +0.3861999535245026 +0.15314779443967 +0.12280333499377966 +0.7526185887431127 +0.779136895866484 +0.29689476474299953 +0.4833294840173459 +0.9581708798285411 +0.8829962021482918 +0.99820972596421 +0.11911738113135796 +0.9662271989872381 +0.956366789956369 +0.9975961288146435 +0.9886786761303537 +0.8921335634418509 +0.0279943975080777 +0.02841001576431926 +0.34979455758997835 +0.9016879270931882 +0.21755289854208754 +0.06123031730542101 +0.1280584435132756 +0.26828050605607107 +0.00431390916533107 +0.5547048227016076 +0.22269065544952416 +0.21608808206036942 +0.9777256861388887 +0.0393955000627826 +0.05798439872577393 +0.6405538998012379 +0.2274047741604344 +0.9597680187976357 +0.07959262020416828 +0.9732083518931995 +0.03797499866562195 +0.8141906583345967 +0.5972322371707859 +0.23691770298034034 +0.31637670736796997 +0.9997523603368584 +0.5454698198501692 +0.9166825415961889 +0.9239948944889183 +0.9242269635291025 +0.9783744161514581 +0.37165782392526314 +0.0720208465971344 +0.06130286762128542 +0.7837238318611461 +0.9716631817263235 +0.9979605231558484 +0.06844511807314925 +0.7698774808947932 +0.3163224357581724 +0.6728150958014852 +0.8206857445009069 +0.029056106360546268 +0.1441341629742565 +0.03784954515364619 +0.7068045831914712 +0.14391948276199099 +0.9122137614969088 +0.10684880381690948 +0.1542321944499647 +0.5857454999756234 +0.1370908734346349 +0.007106949440291175 +0.32720734878363306 +0.3040349511604119 +0.023311045372754358 +0.09706135750536883 +0.6188040786237792 +0.48255986878638685 +0.9469488489766136 +0.7788710736053895 +0.8367421146252441 +0.9790210394262175 +0.56668989634996 +0.8417769276586012 +0.06397799079548415 +0.982594917755286 +0.9895267891136585 +0.1687651419362871 +0.9849257576374432 +0.9821673127673375 +0.9980549534567924 +0.9918549211157525 +0.997060197573935 +0.7296483101905026 +0.9257937876440773 +0.4478607194852567 +0.551250444426333 +0.14535973715252806 +0.42145347712983905 +0.9532042248279213 +0.08103732629471305 +0.9449414635763044 +0.3894813007160347 +0.24022550472393484 +0.4244144388365566 +0.275707802681982 +0.037316773025901126 +0.9974744867266354 +0.16105978468009816 +0.3553534183430871 +0.9739680788045655 +0.9920304368486444 +0.9650526973576172 +0.06750378708969305 +0.9608522035278573 +0.15198973584677047 +0.8697695449266999 +0.9869155430961705 +0.5641407039376903 +0.4963052106778954 +0.2968602178447114 +0.32482563293940403 +0.7022976110448315 +0.756028423057168 +0.1522313506268678 +0.9106856320020247 +0.9883435626089924 +0.9950143603535783 +0.016302109904898113 +0.4412133281818482 +0.8763389454124083 +0.9799146156889458 +0.9986487703012201 +0.14860963532262192 +0.6837515733175298 +0.017393895755983206 +0.7828213929546483 +0.17128168416014794 +0.013400545041050448 +0.28091741709909873 +0.6599095652397208 +0.03339623030139443 +0.18243422708283485 +0.8311816788063381 +0.8017362025698068 +0.994253561344386 +0.011252825768752866 +0.1076842623788499 +0.6369544344020003 +0.7898282812732709 +0.21963257712327142 +0.08352119895876439 +0.29050261699433555 +0.300456144214087 +0.3492631611175851 +0.9897287101146603 +0.888822446031705 +0.034697670105171205 +0.9593761908588907 +0.037316773025901126 +0.9257010868567108 +0.8472524204504384 +0.5257697184960533 +0.8772152854592087 +0.80495956697441 +0.7939803297314066 +0.5305292426484579 +0.24015808972223635 +0.6730479258037416 +0.8358892942658046 +0.8068021838673508 +0.19612897606598065 +0.5578332232569327 +0.5784992493170096 +0.008506787468442701 +0.9916823230244377 +0.2685497001514337 +0.7633796432864868 +0.9248016297717019 +0.47272778687074846 +0.9841259633384171 +0.5290188052361702 +0.972330153603247 +0.818938185795275 +0.9954869192399929 +0.16886716125614984 +0.029872671328792094 +0.17463406095223052 +0.22457675200833538 +0.25117999964676807 +0.2929816041497691 +0.9682887502554909 +0.025492519646568304 +0.9361498671653712 +0.00906842589530868 +0.8460101511173521 +0.6077305170955515 +0.9911236509896681 +0.058430516690870175 +0.3830088873458488 +0.3182723655805408 +0.7040477767821 +0.022320587939371677 +0.9212063057832413 +0.830463304276195 +0.8154301118613071 +0.09658783065088491 +0.8909267572422656 +0.8995429740134323 +0.05426093955452776 +0.5677409551905476 +0.37614097875002517 +0.0283923403960342 +0.3009395396000778 +0.9979901035272846 +0.2215449578829462 +0.05760017116665939 +0.04126172740790008 +0.6288176593090864 +0.8313079376378343 +0.7812304165125822 +0.9966476613807027 +0.5557202845962663 +0.110135007120045 +0.1516657654640262 +0.270455301081117 +0.09434317023879156 +0.993649576860384 +0.7682861782846768 +0.4115578447719995 +0.9451186377487752 +0.9943638282311158 +0.9592324392103913 +0.5388669399113415 +0.09657020379446163 +0.24908671938427743 +0.22265496077687838 +0.4244144388365566 +0.8049005716709591 +0.44113158325901025 +0.8928293531594957 +0.7126283683037955 +0.45056819400786857 +0.14686685565577573 +0.12480736307018908 +0.024695648365548 +0.9423790155080692 +0.42867941649442015 +0.981824385757198 +0.5349396889289002 +0.6662344536146924 +0.7159850281564928 +0.9562315146437531 +0.9888627869792072 +0.10225684587885918 +0.06167269849151719 +0.22644306327591845 +0.11839156745043182 +0.06848976286458053 +0.47502422414530726 +0.8740082547700299 +0.6459774111168195 +0.7700201267120665 +0.36019053096127784 +0.21463976359104386 +0.9079434614076956 +0.20488110132287937 +0.13520023551641672 +0.052472648218173566 +0.9728254768620976 +0.7180152150908432 +0.5228687101322007 +0.3085296275196965 +0.11617586295219674 +0.814120415832312 +0.5802625859956387 +0.9839595585280504 +0.8592051696740659 +0.9723516058634187 +0.09846412015852474 +0.1674867871924944 +0.8696017424469819 +0.5454868283603089 +0.9851301350303407 +0.33275111697014 +0.8865760441724656 +0.0679374725058979 +0.1390533017566814 +0.05528568005213266 +0.09863617093512621 +0.13289682487586488 +0.788738349604012 +0.22950192117546073 +0.039143390317753365 +0.9988554481526453 +0.9979852953606042 +0.9704670032414218 +0.3756204878386929 +0.43215235769216 +0.2106588138345836 +0.9428101449378475 +0.9662031713055902 +0.045491795933652296 +0.06174063203591834 +0.24005015926817314 +0.5182185893947107 +0.9769632591418804 +0.32689754050265285 +0.45619259897361164 +0.9231992557137191 +0.2719456399080177 +0.9770578170860448 +0.10339918475108172 +0.8687930078215171 +0.1542321944499647 +0.9804618187366916 +0.12957192214161145 +0.20086203052558377 +0.5161631581720435 +0.07567832571441163 +0.7812892799362374 +0.12966120514654556 +0.9801139980270114 +0.7304584018648539 +0.962453832824337 +0.7949129809974105 +0.27322001122426737 +0.9883325253091837 +0.642146783060205 +0.6289055626121439 +0.06282365036532755 +0.869031663608659 +0.029296923293880697 +0.743159960320537 +0.9606143174463481 +0.07362747426664004 +0.23876745399561164 +0.12248090384237109 +0.08946551969995199 +0.5969679930102498 +0.6568254075831222 +0.9586377097750653 +0.9896091724224377 +0.6717283151025187 +0.10282815476694304 +0.2653859144878595 +0.0990782897697736 +0.8699312050180666 +0.30017461487175245 +0.09470289328747912 +0.8962268513342467 +0.6292510046983937 +0.8426863498137144 +0.9931914197097604 +0.04641720426947608 +0.15393824387807692 +0.8992223256890002 +0.907212724097619 +0.03797499866562195 +0.3744401426128191 +0.2115474908643846 +0.8767985264304299 +0.2969160529268209 +0.9966761726440537 +0.41270347548014313 +0.007795330313967938 +0.9930724055686113 +0.0908315844511812 +0.03200940516647024 +0.030390292449797497 +0.23405801177123065 +0.9797068789509736 +0.9567994369242582 +0.8298016547051791 +0.3367291028159462 +0.35086057686398675 +0.9576076838119857 +0.022160189406026622 +0.4930032489845208 +0.9992469736860216 +0.11357216840902987 +0.9819743810746426 +0.3594517078583394 +0.868635084055692 +0.6269778362919571 +0.709266857189881 +0.9170895327971773 +0.9920582705823406 +0.06684513463188914 +0.007301535948203873 +0.2670362497426733 +0.17271642852002375 +0.928995218144465 +0.07255360015878505 +0.75640056151113 +0.8659074720376312 +0.9509261622515 +0.6212105669828539 +0.04549250042992447 +0.9682126745906258 +0.16855502605007056 +0.4846345072583919 +0.8956957755204666 +0.0029181022433813607 +0.3370114179915185 +0.13802454368487888 +0.012330374829006254 +0.8682687246257551 +0.037316773025901126 +0.16694979254546405 +0.9872090326969803 +0.08635776713051027 +0.9960141748166208 +0.12060707287921765 +0.2517116167547612 +0.4555139585278639 +0.9236497629793381 +0.19966623871264952 +0.956477825159999 +0.903610630443493 +0.9750765222151682 +0.5625811287833282 +0.5882548774887226 +0.050236150116875856 +0.014359091080238674 +0.5789697595142114 +0.14902570180396804 +0.9059806134249238 +0.12750990967110154 +0.02757306569908611 +0.2608687033654587 +0.5754847890129703 +0.9949779552193029 +0.46647680674850894 +0.9912897802494157 +0.2642906965987986 +0.8897579152783532 +0.9640710919492007 +0.8487177642376171 +0.6062036492914111 +0.19080037689769297 +0.7929019505971384 +0.09127776023158869 +0.9583667389632566 +0.0630497603398572 +0.12295901743034561 +0.9102388953617948 +0.9801713729416204 +0.03831947498517885 +0.257413469066237 +0.9415753483310351 +0.4962380182470631 +0.04646704290681678 +0.9916053152880926 +0.03944789908747682 +0.9524807175017262 +0.9848317768553634 +0.42231557839193623 +0.27106605563346725 +0.0631198648457465 +0.9786934221592837 +0.9940877327904419 +0.9843819524422114 +0.20991973252663626 +0.13110524075645041 +0.5771142108075304 +0.8385641799774688 +0.17234019041559137 +0.18226271055295123 +0.21427493684910395 +0.09670138505669335 +0.9066960633707254 +0.6879372897873713 +0.13803219379028073 +0.4442610486853695 +0.6566465799337566 +0.12332851921217003 +0.9874011340159367 +0.06031687670253992 +0.8678528497669695 +0.16181859339357482 +0.6887063810701953 +0.02136641175980901 +0.9939621457505998 +0.9683701879265101 +0.011638563007330136 +0.5828773620984277 +0.6529558468292757 +0.2775205560714545 +0.9886508937328885 +0.8400871517448383 +0.9947162276656218 +0.654671444091606 +0.010816385632525771 +0.9834557645242453 +0.9350857455486378 +0.08388508094141492 +0.9867560473831938 +0.2759914201488481 +0.12235267136798572 +0.9081978937371245 +0.30017461487175245 +0.9567956770940903 +0.9896914780951762 +0.9880111173815492 +0.9835379171052873 +0.340777332060039 +0.019412197091089226 +0.0659427968059355 +0.7667492624000899 +0.02997893537416511 +0.9855739935446712 +0.9956409609479775 +0.9885287911027183 +0.9873416978957363 +0.11948700716915732 +0.6318492990444415 +0.13225943285803446 +0.9314431822852943 +0.9223507284783008 +0.6325504376906174 +0.5798500201724176 +0.07549261033348045 +0.11868873381199432 +0.9736248831990262 +0.02810560150142726 +0.4997969245808626 +0.8238929381953978 +0.06596681658510951 +0.05677148976802402 +0.5079703710057006 +0.963325764767609 +0.4010976863280312 +0.9485367912900554 +0.7975516367559115 +0.3908654019537296 +0.9594982963645665 +0.9913126792571527 +0.017005822363739143 +0.97864242526271 +0.9059790160352492 +0.09082885766354745 +0.2485995434791972 +0.9820004819373161 +0.7689555497272627 +0.009185741322959878 +0.8682061939597151 +0.9817946982090863 +0.991880096357198 +0.7657471504232197 +0.9637032443312957 +0.09421490312398437 +0.6556854703612448 +0.9883811350576447 +0.9798057256606199 +0.9481910020005822 +0.191709910135267 +0.659131924843585 +0.8239490322715165 +0.9874809466867337 +0.9973857075590359 +0.214896182137829 +0.009784998510707556 +0.9803362522345154 +0.9355991241181623 +0.9842530550413988 +0.9981305946643592 +0.18821659873118596 +0.22950601329319123 +0.3878562166608693 +0.9992366022185973 +0.10200092577540512 +0.026897901304741546 +0.17157335868847154 +0.8378240069100881 +0.06865535552120856 +0.9922970598330375 +0.3135235989845848 +0.030600977753917145 +0.1810220118992336 +0.45844167574113065 +0.013046863651677263 +0.9846016098175143 +0.9295902389631214 +0.05075509985898087 +0.2057225836754737 +0.5414240120379658 +0.3013947997530759 +0.5054520915434858 +0.9627349149991655 +0.9692216016044758 +0.07548310142278833 +0.025024005544688244 +0.17991557390371246 +0.15953138366936365 +0.03289907121394104 +0.13669991314116323 +0.03944433283842534 +0.42007027629532123 +0.04078065038939423 +0.022162960292328816 +0.9208726719139528 +0.6564552514756434 +0.06498835615781423 +0.93214211481913 +0.9985489477698495 +0.0555066539055817 +0.9891989115637411 +0.8305248675940361 +0.2030716286799793 +0.9928278815465954 +0.19781478570824218 +0.1319226917171225 +0.232325635926147 +0.1407677590026191 +0.15958551161728377 +0.9289080793397995 +0.8491315922662189 +0.2110181903532748 +0.5224573453236993 +0.06091237348021952 +0.2462098386009883 +0.0183599358808423 +0.06586402220160952 +0.737628900730796 +0.1449966974573835 +0.6269666934903918 +0.09312880641092121 +0.3115488974938831 +0.5047552393999912 +0.3492246425852593 +0.16751304888134508 +0.7059749516884657 +0.8944711340374473 +0.1709393039697047 +0.07945732791273734 +0.4044878229851004 +0.7939826458846504 +0.9524816293769963 +0.09870100328864458 +0.7628927104172583 +0.16775306315856184 +0.1674867871924944 +0.07427863929706771 +0.04481509793569159 +0.9996589994315441 +0.5826139659104063 +0.875177007206324 +0.09568361085005136 +0.07393882103480603 +0.9481631522451587 +0.19461209032794607 +0.8324248320776868 +0.4480393487463748 +0.9769191287428033 +0.6736590010698188 +0.35238085187640705 +0.9628727228081623 +0.016412131164246013 +0.13370296610860008 +0.6146542839978156 +0.9742518943884949 +0.29352282975672306 +0.9878950868549283 +0.9673025909467637 +0.45526865015339746 +0.9839077732551064 +0.061282243008130705 +0.5219652283038874 +0.1556448798363489 +0.6691963438907064 +0.6999949891885646 +0.8010777609908419 +0.04716040792005257 +0.6671958925609219 +0.42444470754644353 +0.016916521793696983 +0.0960047309000689 +0.6205587664656587 +0.5292956614774108 +0.013994551048370447 +0.09385771452995512 +0.6590944390150576 +0.21364329862271184 +0.11233923429583637 +0.9494351717169065 +0.9787844189669451 +0.8033633460474643 +0.0398848066853186 +0.04407287469135886 +0.03200940516647024 +0.3443244762645961 +0.04263025389061451 +0.7403056950144354 +0.23791223334853254 +0.45538901400022963 +0.9957664343352395 +0.6081597560127037 +0.9267647226878555 +0.6012539464168974 +0.6926705615099974 +0.45940215302995097 +0.975444870755014 +0.004220821522186079 +0.9926037329369813 +0.13166366237923877 +0.9949318779071742 +0.8400073921524095 +0.9923240243284033 +0.5240630971998124 +0.7437965141200059 +0.8446799545315485 +0.8225525121008715 +0.9993084587504 +0.016214302364401027 +0.9784317213517614 +0.11347679145446372 +0.19017772585486362 +0.997611134870537 +0.4345610819023219 +0.8387075379590556 +0.2209980807340685 +0.8375746500984734 +0.7392548582195366 +0.290937260010306 +0.15657785393436646 +0.7746592009644783 +0.9822180554473731 +0.7491913066056336 +0.996387735883329 +0.06060601865662116 +0.8122349285641716 +0.2157184541373693 +0.638355876595594 +0.07519989428131217 +0.26775005820153813 +0.1348498875101007 +0.04686873344881268 +0.9814034527049815 +0.028117005730859006 +0.040120951656062734 +0.05587481806846035 +0.8185929836625809 +0.6097326056884732 +0.7547371976705785 +0.9078827700898834 +0.02059260204274487 +0.0161311706051877 +0.8570599126011655 +0.7607512628663551 +0.37165782392526314 +0.4244144388365566 +0.976301459229772 +0.5051472410580125 +0.955994978781141 +0.3065619780766162 +0.9768265486179177 +0.10912261538825613 +0.2686556923433329 +0.4997969245808626 +0.9575923109513461 +0.23914763815143594 +0.002490410603888584 +0.9038949058035168 +0.1935660667175844 +0.9551309209115246 +0.7118560448688712 +0.7378603495484956 +0.5711206864383126 +0.10011669433686085 +0.373552574599945 +0.17148017296018433 +0.6239232595015988 +0.01882819767444611 +0.6717941290249224 +0.9748897739452274 +0.22799565211893 +0.9831847323814853 +0.996860621317426 +0.026510468803079307 +0.9898003538445264 +0.0524933314590669 +0.19832504520018202 +0.6407082577018268 +0.6435229046313754 +0.12890581837926243 +0.9606680240250544 +0.017251448475274062 +0.10883637715706397 +0.7216662427248196 +0.9969591450673642 +0.19812349239491983 +0.08735517002056153 +0.04766952798747551 +0.09055911191276575 +0.33400752809957646 +0.015532692378364238 +0.031788329905659 +0.9128403399063031 +0.8102852870857618 +0.6926361331064186 +0.6514460225288629 +0.15240106218628596 +0.06861997840846454 +0.9539979155049495 +0.05065832008472672 +0.6335667118389169 +0.9540333045136216 +0.37087809307649416 +0.8228352303813856 +0.7585737486956459 +0.9205386848457507 +0.40122421447379436 +0.626397712238255 +0.3699541165414355 +0.9976687981591873 +0.8042933445285974 +0.165663899662239 +0.8769607690259261 +0.027273169031596378 +0.04686873344881268 +0.30916855482724936 +0.025567699177475565 +0.9385893126413865 +0.02913172349921576 +0.30348049564548646 +0.9856120823987988 +0.7424888983305329 +0.745128520097758 +0.12248090384237109 +0.9322013269295408 +0.910424549850332 +0.9952461627336967 +0.5535619891356172 +0.3347746468400501 +0.4997969245808626 +0.04263025389061451 +0.9898810229078966 +0.794742692388064 +0.09598882521426626 +0.5321577077691816 +0.04824160832534851 +0.5575656559510435 +0.18705437837377373 +0.9725180458568862 +0.06526563649087827 +0.9472864768424023 +0.960528355678596 +0.28615986714372116 +0.9914451918714842 +0.3533813749317462 +0.435343937660858 +0.5604112518846843 +0.9378204744933148 +0.07137567597481156 +0.8065070845056901 +0.4804583139304211 +0.5717965490717821 +0.9881202126839554 +0.5754847890129703 +0.8215122120776426 +0.32053697393836555 +0.9957178491710172 +0.9942022008722955 +0.10989175938013238 +0.9987204212162447 +0.940806664233852 +0.05075509985898087 +0.001953608321885699 +0.8060937703615537 +0.06738622523892847 +0.5159868337079981 +0.027536832916023882 +0.9527928925997594 +0.6797601438398301 +0.9253210236794159 +0.017529157844369207 +0.6576127156012932 +0.23876745399561164 +0.778452529889072 +0.6656421626330284 +0.02663548078728141 +0.03334952342597855 +0.04223308729985895 +0.5831567642908055 +0.19462654769389995 +0.0032933954519173826 +0.0051296933616961195 +0.04077473483523021 +0.26894293893069077 +0.8663010084730339 +0.1611790632670241 +0.9882397805172733 +0.9038800837727335 +0.9961342596048223 +0.3259570600281351 +0.12781620651318668 +0.28965488212964824 +0.9764215508745411 +0.9891854662294094 +0.8900940138623213 +0.9335587141312683 +0.24944448127151903 +0.19361850053721463 +0.7431912647452228 +0.4480393487463748 +0.1522313506268678 +0.9088684262379304 +0.7176261215557596 +0.6303065065600444 +0.46592520836226253 +0.980730522807794 +0.4544388514833549 +0.933796899171658 +0.14708277248512602 +0.8473648877079908 +0.1952773476671464 +0.1522313506268678 +0.1128462622678729 +0.6298039418891382 +0.8228777577241346 +0.1091655112464345 +0.26861590667347807 +0.37338756875059176 +0.7916662576954834 +0.752119265185511 +0.04614771484282061 +0.6437962363310583 +0.9122624559756245 +0.5686671151858899 +0.9444146072717966 +0.4083156430682969 +0.7585975347144579 +0.6671803763370698 +0.8615756994250582 +0.6561212852034147 +0.9971050194664465 +0.1256884181778978 +0.3375116346698371 +0.8127189335396993 +0.38831604306516454 +0.12559167285938913 +0.16328446450259057 +0.9877680699038343 +0.030027952938600617 +0.20933917893852447 +0.05949426556822501 +0.9716696718479407 +0.6715204391064651 +0.11288093163437997 +0.6034438112238754 +0.9295891627014359 +0.9636363699370366 +0.7270604835608792 +0.7948375903826311 +0.31395128330165056 +0.04483300454615184 +0.6446636750190435 +0.7333104835423473 +0.9814662937800824 +0.8556084897303154 +0.08866566789167364 +0.5882928763627912 +0.17463406095223052 +0.09314410434934785 +0.6516448093095764 +0.31934444667966266 +0.05054858364619455 +0.5888087669342701 +0.21791178375755704 +0.666140371783249 +0.876702999683642 +0.40839889113511 +0.3690608156546292 +0.992296787242076 +0.16971093455623806 +0.952713228227801 +0.4936744908232896 +0.7699466970258153 +0.6072020880914709 +0.6520892538753335 +0.9014046169287157 +0.2026591185680622 +0.08636909058376373 +0.34409840596399066 +0.9243658139171579 +0.40903562436545315 +0.7982094102976179 +0.0051823819127402556 +0.3811362465371902 +0.9367576501710564 +0.16563072075008592 +0.02496782701593449 +0.8397969591954686 +0.9122550209345633 +0.5171293018117676 +0.8095479790828748 +0.14025081995550057 +0.20727221575557958 +0.9603557142559137 +0.02732429639154803 +0.12895699187946078 +0.29795413334069026 +0.10558056835169517 +0.751361345561519 +0.7153573526864733 +0.41922784671242863 +0.5324707484616572 +0.3064183169864126 +0.7921003769818568 +0.4873739974980439 +0.9395694149055952 +0.23850048563618 +0.13630854250367908 +0.861947591694207 +0.5850394871650366 +0.5146642452086405 +0.8048310769371151 +0.07761151518009085 +0.9279518157131839 +0.8839257994490859 +0.9576826974757426 +0.32105804434476753 +0.9040073786727308 +0.4101152537252803 +0.1825324964964386 +0.643889090076178 +0.16724716348376445 +0.9704432430465568 +0.7137314628842223 +0.4801499519629831 +0.1882802829871214 +0.003958771386756358 +0.8454676602271375 +0.06770410505335622 +0.23876745399561164 +0.058675521858027435 +0.21788816789560198 +0.9512199551543663 +0.9714863833976433 +0.9429989148650184 +0.9962454264824885 +0.6636994965951748 +0.9429183399412863 +0.9232156597410689 +0.12295901743034561 +0.9908103146270193 +0.9364252963351675 +0.1355325205441554 +0.7915371808486638 +0.5654652302327363 +0.6131648158166618 +0.9642756800207071 +0.9317754975531876 +0.96442701839903 +0.08592911572979464 +0.15164161576668642 +0.4535341300454346 +0.7663451615805927 +0.42298874463902064 +0.17537948156319988 +0.27925484247311494 +0.9551309209115246 +0.644383237490797 +0.5205408007179685 +0.21494851134142046 +0.48830938931931245 +0.08757405881042776 +0.40890652056271964 +0.739129521055217 +0.09846412015852474 +0.8946618808100953 +0.19280420697024228 +0.859555387041185 +0.7839091774189691 +0.06266108670562744 +0.5343895906941857 +0.08971359283592377 +0.48403158104593447 +0.030426322306610843 +0.14059841948748833 +0.9175893081254365 +0.780813912735813 +0.03661652698392849 +0.0174914841378916 +0.9960991174808761 +0.10848242617717908 +0.10117917120575132 +0.7269131302863854 +0.051984567823806095 +0.5908280430747264 +0.6735079150904986 +0.996110611597369 +0.9640276010330534 +0.6817659796541978 +0.4965305281872178 +0.9374482757519351 +0.9302007766391794 +0.10687005061193648 +0.24373278303385312 +0.9816796848077682 +0.40013956861762184 +0.03434865744273614 +0.7393621832272109 +0.14787647100101395 +0.9460718588220325 +0.12349823360959925 +0.999537818921544 +0.20554972914995887 +0.21278385979851305 +0.8488346748872174 +0.8121158835064728 +0.9579292850292725 +0.9066371600565633 +0.1159936635974312 +0.9567859419183924 +0.5848011084587339 +0.981667474579389 +0.041928138016816725 +0.4074973846392294 +0.5042771391337755 +0.47783256903566285 +0.5489883918796259 +0.22690257629364058 +0.5187148269604516 +0.0903394397875629 +0.3829771721410573 +0.007754700223815398 +0.9383930830613396 +0.9285649010876124 +0.0631198648457465 +0.555086935412476 +0.9868550224847361 +0.10817441585795051 +0.870425776306427 +0.10231468452511129 +0.4535341300454346 +0.09956584234855309 +0.9877036226457478 +0.9969943661709656 +0.9795357617744247 +0.6920237730038074 +0.9012930497314674 +0.5097304795723526 +0.6309233728902129 +0.0475962112235575 +0.8447497203923345 +0.03181841260506448 +0.07511697461217925 +0.8074002158200738 +0.9998554309456228 +0.10811172343718894 +0.7759255932322219 +0.4490118060578606 +0.5563263288024752 +0.715020619416731 +0.19812349239491983 +0.8040980410249663 +0.23901213701355348 +0.8256152748985576 +0.1865076651679767 +0.9690877322258235 +0.24340872500657376 +0.04849242602476192 +0.4530795167674904 +0.9710441666984216 +0.6658365282089777 +0.1572801385129899 +0.09717808097036378 +0.18130579561619223 +0.9609789258559999 +0.4530795167674904 +0.10699187830536563 +0.9681414974480997 +0.5034276768740363 +0.011126138272954538 +0.603939005671999 +0.031246854604141804 +0.1598268896337364 +0.8083972959749144 +0.4796090109367638 +0.9673352919316013 +0.9846906529000916 +0.11728226947031081 +0.5571698042351795 +0.07122598591084772 +0.4341570922573318 +0.8671739975731027 +0.10082241701703842 +0.6340292823091085 +0.1834511867524485 +0.8538580763047459 +0.9177907751932552 +0.03166746228854438 +0.9238623462520421 +0.33901491072502665 +0.9979148732976502 +0.21586283922847976 +0.42628557396929345 +0.13462557601554598 +0.10282815476694304 +0.9799272494775878 +0.27781405322677283 +0.019177971328615658 +0.09145840238230186 +0.6419774608872683 +0.3161231454631468 +0.9883418767324008 +0.4631901624031298 +0.8152534275613462 +0.07106268354376227 +0.9879483392874683 +0.6140607399732128 +0.8091842505787663 +0.17347130524270676 +0.8976428187991348 +0.06793963374709018 +0.9973888787938352 +0.9468770184934231 +0.29235182854248565 +0.07656361794176256 +0.07041718348002009 +0.04274859614044027 +0.5252296843586344 +0.18787820026262014 +0.959758234726138 +0.3896359344842667 +0.9249651056775713 +0.1186288389440824 +0.9646078146483665 +0.15240106218628596 +0.7817962917243108 +0.45556286792236583 +0.004629095909424203 +0.7400541579463662 +0.9182836550118403 +0.18551085770383183 +0.9852099650564266 +0.984564302636969 +0.45313074389747415 +0.9690216808987394 +0.9684090833995406 +0.2997967642212294 +0.027774362403162098 +0.9948570380597285 +0.06968056257578693 +0.16694979254546405 +0.7338393810891869 +0.41678303990755255 +0.03542213542578349 +0.605229464636004 +0.9877624589369739 +0.08019778224585726 +0.6051137195993158 +0.2856961687167125 +0.10011669433686085 +0.5287741505728957 +0.7057434122312178 +0.9768292983216299 +0.06797578977639719 +0.5668945688226297 +0.9748942571267567 +0.9838304793864476 +0.6291435140267251 +0.7338365117445214 +0.8987186585705071 +0.7149067643059926 +0.18889287523148302 +0.9635751586100663 +0.9797282986186275 +0.6601615039864461 +0.37678436746726185 +0.1585268754745611 +0.45953880946753334 +0.1492136323407887 +0.02203949648665234 +0.7333290313481038 +0.5925282537633304 +0.24945700158146802 +0.9993732779880136 +0.5500406908239938 +0.8754787819934781 +0.9924600697848486 +0.061788585603402925 +0.1337934074575573 +0.09055911191276575 +0.18463715508242481 +0.8329908570193315 +0.23933316805458255 +0.9956234060221343 +0.24592198759255307 +0.4160471064085105 +0.9973095734560038 +0.3580733871797524 +0.3289000985068361 +0.5864618766819695 +0.06428738952749401 +0.9708069215661597 +0.7828619650833232 +0.439624782006089 +0.6298179081247773 +0.32551891627268326 +0.10912261538825613 +0.9009873857951504 +0.018050961207559207 +0.9660747979169679 +0.8591371284459526 +0.7141367528596062 +0.11562689177335844 +0.26601988673532323 +0.638355876595594 +0.06028761558315997 +0.4353691261752407 +0.9141991379896955 +0.8764793899115777 +0.6176058357015956 +0.06355342332479591 +0.9000722147664664 +0.9324173661486348 +0.07161293942825078 +0.861690399304901 +0.9457725369940414 +0.21575176969253865 +0.04077472616408354 +0.9508994488079845 +0.9177941912337607 +0.3476215132597792 +0.9989334605519503 +0.978620746575058 +0.14457940363590366 +0.9671912817944591 +0.27882525274893755 +0.040213355861943204 +0.1952773476671464 +0.025229503088381712 +0.9028337587591994 +0.03664526901631204 +0.025508609159703776 +0.020379289132910122 +0.9550212294570949 +0.48109512589869063 +0.9983920335377088 +0.7440056853867272 +0.9885117632394361 +0.6244629081667875 +0.9990609654272916 +0.9412965091723999 +0.8425141681997491 +0.770419580824383 +0.6728209561219691 +0.7467454473802999 +0.6283655006263003 +0.6294945994979463 +0.6281684993863178 +0.9192448112641294 +0.26828050605607107 +0.08346369325635503 +0.9991145838218072 +0.25326652375559 +0.40983748624115013 +0.9784352320816253 +0.3845936217630991 +0.6003023634124235 +0.052250668710517825 +0.06075401183910111 +0.8239490322715165 +0.9685283795926191 +0.2662683004980651 +0.8045964435274248 +0.08420379540226802 +0.9186252049232184 +0.09796294276983382 +0.04263025389061451 +0.9883435276924436 +0.5309102348959756 +0.9293257559786939 +0.30769367145047993 +0.5848011084587339 +0.9320476024560118 +0.08757405881042776 +0.8086436259714226 +0.9469912387640033 +0.852085733913681 +0.7006955394130521 +0.8564316777625987 +0.03740428716371121 +0.7918447399712831 +0.487444220647301 +0.03200940516647024 +0.9183459235672975 +0.21473462144775102 +0.08036818930841529 +0.02130615493062503 +0.7523971354595994 +0.5896562404379079 +0.22930418274088585 +0.16328446450259057 +0.13802454368487888 +0.4566526195313093 +0.005722614606754857 +0.8126964011377852 +0.844003783386764 +0.9986353002081411 +0.722611021624992 +0.22397815439560514 +0.06280405905537349 +0.8227184852297136 +0.09152137549070467 +0.12523175478085405 +0.3929973080806451 +0.9904364121091079 +0.824397986877685 +0.22364000639380371 +0.9708235184298188 +0.9543640041967841 +0.6593603231491747 +0.9975035248654149 +0.45680762509700706 +0.12176540226026106 +0.2981185179979687 +0.7213591758081311 +0.9231611876603217 +0.774372366948851 +0.9554996165446896 +0.0720011196406604 +0.20167122444496804 +0.6330951185645899 +0.3736754943578626 +0.9298126653969049 +0.857705864297349 +0.8858890582392502 +0.8488687434528411 +0.17477547111833272 +0.20083746634660782 +0.22510132136031488 +0.9919435798366248 +0.27987166355262794 +0.9547474041404431 +0.7083574391658697 +0.9845420379009308 +0.9599402634092327 +0.8795717638973091 +0.07962829231665859 +0.3591909737134752 +0.7535819158505153 +0.2737096035486358 +0.14115416868524872 +0.36594392061427583 +0.26640327743616893 +0.5971817503768604 +0.1813279312710527 +0.9588837738171783 +0.7207967764300282 +0.14722289104594447 +0.3437380740904146 +0.17789642905735223 +0.41607041051820465 +0.8998793877200815 +0.019029258844080122 +0.8541379757659084 +0.12583317376306685 +0.2090695780486433 +0.0275169096000138 +0.04923775802950253 +0.7397740704595693 +0.07648841908155014 +0.23508575055072714 +0.11439764248517388 +0.11681066881218258 +0.9956773820523444 +0.9677341214478462 +0.14332163728634278 +0.9411505953174236 +0.09356642222215941 +0.08001773428026403 +0.047261812471690104 +0.9283021053982808 +0.09517307630627173 +0.9295343986491418 +0.6757259046698197 +0.23876745399561164 +0.9899439359415767 +0.06023082132548953 +0.9601133893845589 +0.7719279368544764 +0.923522694782361 +0.9357844147018002 +0.06266271990720984 +0.012878557358820347 +0.627444533257159 +0.9983421465606148 +0.08491266618045426 +0.26861590667347807 +0.9430562800481583 +0.9007062280302778 +0.11372394724609161 +0.5461937763268216 +0.9576349743888087 +0.9423543628607047 +0.9805386462108477 +0.12498454796203122 +0.03308013242086477 +0.2669608862091991 +0.8995472151771358 +0.39043232838150316 +0.03496165114300235 +0.14910010657830097 +0.27734938751900445 +0.9994887115593875 +0.9354024909402897 +0.06724847339547191 +0.09186002691763683 +0.6102801460007594 +0.23745394907755227 +0.6525209835944077 +0.0915303044510171 +0.08193183530980047 +0.03339623030139443 +0.7473087532079211 +0.08612657695062909 +0.936384817639604 +0.8708419645641307 +0.9178990951740149 +0.10591720971163895 +0.2142796883764744 +0.9792629700161107 +0.6046202868377771 +0.9800325777048612 +0.07818353862888464 +0.6962846989893431 +0.938401929637225 +0.4479885399723189 +0.2903840923792803 +0.9845612992220502 +0.3208290396560033 +0.6062036492914111 +0.9215578623638251 +0.15894701350177237 +0.15706817572991844 +0.3329611739287702 +0.6322041009280609 +0.062115702285055086 +0.21155899512392726 +0.05652412406066481 +0.7447336389828689 +0.8886262960544692 +0.8633745348016174 +0.10011053234696667 +0.9317243246313792 +0.4093371547303526 +0.03825117549430512 +0.6350358937203978 +0.0868858780841324 +0.9815958014946925 +0.6782838559752858 +0.02496782701593449 +0.2178044224592115 +0.08857420309581682 +0.5979352715932831 +0.07252483841754664 +0.6103028625357024 +0.6327421024368207 +0.07101290736472186 +0.8551728788620422 +0.8910109546441146 +0.8184715707747566 +0.23613253524424735 +0.13640420014662571 +0.04082563538087334 +0.06630380842758281 +0.7366304792608251 +0.4952309791752958 +0.30511674937221644 +0.14885213520508325 +0.38049691273692965 +0.9271353697341467 +0.5609131653459789 +0.9881366772204043 +0.9797384745999509 +0.09055911191276575 +0.2966422234414129 +0.7772282348399733 +0.7364484265786656 +0.014626825027612459 +0.879525088929435 +0.9781830272341014 +0.8337613528585163 +0.030800251188953163 +0.0768588508708163 +0.8453716551223078 +0.3973832884847754 +0.5385299582449252 +0.6204961366269487 +0.9849994518503007 +0.036990346458270804 +0.8685621723940662 +0.39887084039652665 +0.25002376212221095 +0.9134021216300502 +0.17702501248117045 +0.04053487531684591 +0.5419281520496082 +0.9825835254893633 +0.10737741308660964 +0.13089907771918038 +0.5754847890129703 +0.9922056644816287 +0.36918028237123407 +0.0161311706051877 +0.1836102424672672 +0.09968530859331327 +0.9073495425368003 +0.6436004197626257 +0.07190065711623578 +0.817416878683293 +0.9867036561129423 +0.5467710792244957 +0.786410488073816 +0.9972330763253234 +0.9642134326491367 +0.8837908566042035 +0.6158999128179838 +0.0297874777200381 +0.10749262799672457 +0.46346099535580343 +0.14223280877680228 +0.6546909274472179 +0.060438000350708745 +0.027268431199958667 +0.18057746769151967 +0.20358987136122025 +0.5108874782106727 +0.6530467726224932 +0.7888312642013642 +0.9982532714466401 +0.43387399325000064 +0.025937296799819647 +0.7433373671955645 +0.017309071015371727 +0.009603456796685516 +0.9944283374660196 +0.6525554870991942 +0.1434894035434411 +0.9770850657068055 +0.07036944752553334 +0.7694397890488279 +0.7185301832715121 +0.6783402552868586 +0.9392522370791646 +0.04686873344881268 +0.15337995957253903 +0.1703974145435383 +0.14673119295694714 +0.9833746779581293 +0.981913542514053 +0.649036772829822 +0.0918515348913993 +0.9859041477190963 +0.3874214865370084 +0.7296226329167261 +0.025146382718874514 +0.8247755444690995 +0.8068021838673508 +0.03434865744273614 +0.4801499519629831 +0.39208078607704455 +0.3883527655204912 +0.01726782515863835 +0.980892664543689 +0.8837299784822229 +0.9941843135624423 +0.08490066898630602 +0.9915212631915205 +0.04091004858803045 +0.8043133873017485 +0.8384588698009101 +0.8872479121000466 +0.5615080826805544 +0.5774705109575817 +0.8204538507927593 +0.9627922856810361 +0.8384233389467297 +0.4558619340002859 +0.31896768316086055 +0.34248422078556007 +0.7067659413223548 +0.967145395541336 +0.9808956529029766 +0.6049373567546377 +0.4345610819023219 +0.0811117824871359 +0.9908707473697309 +0.15933792688879717 +0.7620343877875362 +0.9993170486226965 +0.7122419759120796 +0.9805136109875893 +0.35474166189936296 +0.8962286187839529 +0.19244950064134286 +0.17245260236260435 +0.8398092094382155 +0.9753290089234921 +0.9907215744693678 +0.9393256184241227 +0.7337559928551256 +0.6484117375969364 +0.9292750782322794 +0.07381472911396678 +0.016126061804563573 +0.09055911191276575 +0.1206193337736945 +0.994940471862937 +0.10749262799672457 +0.7576678503825102 +0.20491138936172817 +0.9507289181900578 +0.30017461487175245 +0.35347262386850803 +0.9834178240090038 +0.9642425902707219 +0.5972000593129377 +0.4373732902000809 +0.6089769771386124 +0.04958747123606099 +0.9609134836690423 +0.19353682068261185 +0.8755890699587229 +0.76048140160451 +0.0260661532861345 +0.42902952434697045 +0.8322613746946597 +0.37362443351600577 +0.9787636387392069 +0.9654604598243037 +0.8432844045767247 +0.9868038633216817 +0.10613140211727633 +0.09870100328864458 +0.7429531041335297 +0.23613253524424735 +0.9970046800553676 +0.6099184056938632 +0.7316447021570365 +0.9742787666603573 +0.8009552940354663 +0.023162441732714766 +0.20531835448254632 +0.707575378011161 +0.21256308670467228 +0.013829120422225543 +0.9948026120894062 +0.989686099041256 +0.17874784207448377 +0.7927054348166517 +0.9906167359663308 +0.8927839723497085 +0.3155832013647527 +0.36611045783027835 +0.54034454148937 +0.32446442185997515 +0.03846544476051232 +0.33691442856678605 +0.22644306327591845 +0.037316773025901126 +0.8616044050234051 +0.021081005828339116 +0.0890216814822574 +0.771240831395109 +0.9996219143992408 +0.4479530415859175 +0.915674319786452 +0.004399914755044639 +0.9978168562772027 +0.3538431338758702 +0.7417663545261474 +0.07831559417705936 +0.5929101729346196 +0.09484334022153568 +0.1132410890638246 +0.009784998510707556 +0.6733182500328875 +0.994617993770164 +0.9516109609108796 +0.15701765035805917 +0.3012352311843338 +0.7675320160275351 +0.7467777030649649 +0.9699805993120009 +0.9806355145483153 +0.7537970754747154 +0.40718531626131466 +0.7972282941384644 +0.12931923542796064 +0.8827781373478785 +0.4178457419901787 +0.4531337466330992 +0.67123768917559 +0.644383237490797 +0.7861207456626602 +0.955802129432823 +0.720952168650319 +0.9561583529031955 +0.3276298027438075 +0.9431555657316386 +0.5343301070719074 +0.8301407461955332 +0.9687346147550312 +0.5731365189430107 +0.16379416626342844 +0.7898578216494305 +0.7828619650833232 +0.9446756595084721 +0.8266171708459759 +0.8888845850863321 +0.9517584917686785 +0.5782238120753976 +0.9888409280057013 +0.13004608378458013 +0.10699187830536563 +0.9525704457367606 +0.0601358953208127 +0.9960121507152465 +0.40013956861762184 +0.17086239994963554 +0.7210292337192651 +0.9120760206770034 +0.8454571169872671 +0.9966520308040461 +0.8924037810827768 +0.668404331734754 +0.031246854604141804 +0.2636627818407763 +0.9729887305535427 +0.05032948204786251 +0.5116375460168915 +0.032861884479518655 +0.830751537589893 +0.2952031056180401 +0.22090346852810702 +0.055461409857177006 +0.9923552153011276 +0.9574133954025617 +0.8491020394046341 +0.5717372246625924 +0.14499222949977209 +0.4084483633757782 +0.6688901905618223 +0.8898606539524804 +0.3027792867061713 +0.06164418654382213 +0.44322232829206204 +0.8036149087534429 +0.036133120252635216 +0.06134802342662689 +0.6868389727156003 +0.09235441156193289 +0.8197964619854163 +0.941675177108006 +0.2968602178447114 +0.19478274237851775 +0.9397022016741289 +0.3670835102404171 +0.9793409207184993 +0.625596158329265 +0.8980884627524766 +0.9842085209481343 +0.8061579695896692 +0.9244443821676128 +0.7293820030278951 +0.20393953992464303 +0.09423235792679056 +0.31328692958946075 +0.9892783711851317 +0.1461009476683648 diff --git a/src/test/resources/regression/splice/predictions_L2R_LR_notRegularizedBias b/src/test/resources/regression/splice/predictions_L2R_LR_notRegularizedBias new file mode 100644 index 0000000..e0370d9 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_L2R_LR_notRegularizedBias @@ -0,0 +1,2175 @@ +0.2542267344888094 +0.004647976468148501 +0.9328209971135937 +0.1577472929910037 +0.10712736980718233 +0.9923932934479974 +0.04972751406116437 +0.17222779404773148 +0.04091451954788061 +0.8168519016408923 +0.9828195245357653 +0.019878212077957046 +0.24142701067703454 +0.16564478042715092 +0.03487606328467677 +0.05189246385651879 +0.16473304687169427 +0.23492714690081776 +0.1502842550241849 +0.21734900585779884 +0.05987484350036343 +0.2879283549190914 +0.3189213554615948 +0.9844121846597839 +0.586054662298775 +0.0530734363861656 +0.10955555033517701 +0.9419635103665239 +0.04049719843016786 +0.03674443520615269 +0.16441414765199072 +0.8773465532986807 +0.07621122336036582 +0.7770132014973513 +0.9967109411294778 +0.9718033735017633 +0.9984647951006597 +0.0683700674630434 +0.1732689808147076 +0.17559936649581623 +0.9841727783202798 +0.21017866244055133 +0.08216052795034982 +0.9218975308654463 +0.23741484119100145 +0.9496998915242966 +0.9947206174222644 +0.7923283812906141 +0.7545058351190087 +0.7284162469504857 +0.9455924544513009 +0.11253778886461058 +0.9051996748476376 +0.6446433352680155 +0.2704860751467313 +0.8586062421761544 +0.875482044896762 +0.12107551764215485 +0.9788123175237109 +0.01703657299179336 +0.9797107077061564 +0.9114799059353187 +0.11982228069468369 +0.21294313859436861 +0.9739780048456994 +0.44049459217504916 +0.9141157690231847 +0.04502719693419594 +0.9985410147490619 +0.019020412339038256 +0.5096492408562515 +0.05891870624223237 +0.9242782831015287 +0.4988868007937444 +0.3031665984295717 +0.6835661180634085 +0.705963514570517 +0.22826308155422959 +0.9561283368997564 +0.7485256505502204 +0.6693379451848247 +0.23349667731447704 +0.04344427659114026 +0.17559936649581623 +0.1533464427603067 +0.9195340832546044 +0.6589092640521125 +0.6011421427900647 +0.022984584653397772 +0.9004664294949398 +0.1393079928147132 +0.5237015061144277 +0.9547940715834348 +0.3225826475255678 +0.04391825350772308 +0.33417809061757797 +0.9099414638752519 +0.9412563044597919 +0.9978624614397962 +0.8700892020923838 +0.9163309250379246 +0.41665111387545894 +0.43772069613825354 +0.1345388841089988 +0.07239851757730237 +0.004240291070890712 +0.9672616899193919 +0.9660980526999255 +0.9768820327484843 +0.49597212684940295 +0.01660769221590983 +0.1026587542395965 +0.8600231393015431 +0.23741218800509584 +0.5608323199462691 +0.7906417028264463 +0.38274602101782845 +0.2619982243878248 +0.01972121947071387 +0.3272230292047844 +0.9613249582103139 +0.9432981175409991 +0.15316541899914937 +0.03418096816091684 +0.0530734363861656 +0.08484217711229006 +0.09378831520341867 +0.773182392075623 +0.9828963069950026 +0.17079995686804242 +0.30548275949779735 +0.9961612997993479 +0.9824950878136509 +0.8517438416256653 +0.07117348001773875 +0.996618254856813 +0.009148885593643066 +0.9738129483476912 +0.1478631503613236 +0.3126960728293854 +0.999372020423509 +0.42827240327093025 +0.4504509169983451 +0.5070080621991209 +0.12261069040151432 +0.9549499513020397 +0.7015998851712414 +0.8237860286307902 +0.08908656863447487 +0.4190392255457934 +0.9477683551491553 +0.9962805359449407 +0.037410942000396415 +0.12582128346943625 +0.6582980161534611 +0.873414107921157 +0.9949773039329063 +0.9801166205883385 +0.9211479417156341 +0.3758851626621807 +0.9622811642496121 +0.3419743483271794 +0.37602830773948137 +0.314174925698448 +0.9884849669574197 +0.444186862913124 +0.39096351735753626 +0.9911705774353515 +0.8472710227869613 +0.17892948018861235 +0.022534292030395052 +0.37578924623289517 +0.4365049597169503 +0.7548920651078694 +0.025573056852992906 +0.10159206688166782 +0.36127358568419815 +0.17450115420990406 +0.07593945628801958 +0.8711120626425111 +0.9112891603968942 +0.07118842878005754 +0.7666516034931317 +0.9687639777194014 +0.1516070527415688 +0.21181446887803607 +0.7264105387996281 +0.4908001977520663 +0.93172677874529 +0.5271971403094343 +0.9122268330687433 +0.7333545213311999 +0.22550600894488693 +0.42657072933855184 +0.9731790182865679 +0.46589423393486057 +0.1364316120499415 +0.01377021075283594 +0.43770389430561835 +0.019537678426427223 +0.9579121370690803 +0.9230165641107828 +0.986046478824398 +0.5529018714735091 +0.9862007794720573 +0.47828657595646873 +0.8073102651164701 +0.3330487684477558 +0.9883698844100336 +0.7627331177223667 +0.2452052510260266 +0.9902057929850703 +0.12109387725128128 +0.0530734363861656 +0.29675106781762545 +0.07099824058515865 +0.5753786561548033 +0.8264946805390501 +0.14067087554240604 +0.9955169047886554 +0.31418555158775197 +0.1445075328712627 +0.7983350922779079 +0.1202754803756216 +0.17700884237418693 +0.36857059518095686 +0.1948566669778812 +0.20399692442196188 +0.6691488615157489 +0.9673893500075473 +0.8598476181375081 +0.4996970824952655 +0.8947790576697967 +0.8929070139811096 +0.5265840644863691 +0.9087800795571406 +0.8993516924317834 +0.966790728046499 +0.6159631775068015 +0.992256950312362 +0.5361376656069183 +0.10662038162895941 +0.4606580471952306 +0.6823187715118684 +0.18524001759974157 +0.2988218055805252 +0.777506515357231 +0.04025870493073096 +0.2012718204452377 +0.8798399176644852 +0.2565602233700606 +0.6629210599464264 +0.9367590740099394 +0.13428218093029098 +0.9992468265213533 +0.7208470998355522 +0.014895627934043233 +0.7967053028694143 +0.3111107157878431 +0.175186522431649 +0.035697682935820166 +0.9954451636920961 +0.758551391198949 +0.8960690979615317 +0.8608089572105626 +0.09350226160124722 +0.93822386186932 +0.8453701588241773 +0.8330498617641778 +0.06682463256436802 +0.9933033922859263 +0.8595389013632854 +0.3325788492276122 +0.005351175312813642 +0.11746717576923335 +0.6515388351413673 +0.21853546644998204 +0.029411971918967893 +0.9978242817340696 +0.874240190705683 +0.9686248911744335 +0.07092825930635462 +0.3000034969297323 +0.37383248462236157 +0.6900100036639369 +0.910262870960164 +0.7511966314133179 +0.8376548480997046 +0.9510409286019575 +0.9915672785517065 +0.1261356150337432 +0.08484217711229006 +0.3093446716481921 +0.9928853231171098 +0.46795100216620483 +0.7243013405779379 +0.9859686436132751 +0.972589722063228 +0.3675875796964984 +0.26599410090493836 +0.8559029311138924 +0.9670923860652976 +0.015928935312205 +0.3847686331776007 +0.1521978495709325 +0.12156743070595602 +0.7538756735332656 +0.7791963449265651 +0.2959231017505445 +0.4838380694071672 +0.9580783649885237 +0.883242946593794 +0.9982189259444634 +0.11953129112356234 +0.9665031970119059 +0.9565232329097496 +0.9976272753069108 +0.9887761398239526 +0.8931682714970469 +0.02787326032392131 +0.028134038419706853 +0.3507215536776392 +0.9021744423814865 +0.21780495334657085 +0.06094025575436229 +0.12614241277058144 +0.2692230861095706 +0.004250267562847833 +0.5538421299508116 +0.22361453609845255 +0.216168050775442 +0.9780357981396175 +0.03867496812574208 +0.05816604323569643 +0.643052950595075 +0.22831684162282664 +0.9603326971982108 +0.07886453616837978 +0.9737237735221979 +0.037720655720088786 +0.8155523124453341 +0.5970075171591208 +0.23639361348590052 +0.31619697035167244 +0.9997586946769864 +0.5456772429738926 +0.9169912153537494 +0.9242824973478034 +0.9242868402187608 +0.978792716963609 +0.36973478775123253 +0.07181998281102366 +0.06126075001021816 +0.7823483595994252 +0.97159948329427 +0.9979948302577863 +0.0682743362550339 +0.7721437975053519 +0.3163426594560469 +0.674550679416168 +0.8220348534237139 +0.028940109521649465 +0.14181993325221107 +0.037572451042010346 +0.7050413416817044 +0.1444353257822474 +0.9134901545909495 +0.10690920678914048 +0.15436159755566092 +0.5831370898314057 +0.1360574530866117 +0.006955030208461861 +0.32738514585902917 +0.30204411250326124 +0.023116015464357462 +0.09664225111010008 +0.6182086084317844 +0.4798844334686757 +0.9478587378096922 +0.7801458461514019 +0.835931925861355 +0.9789298873941696 +0.5632405108501763 +0.8441256847248627 +0.06327973623539777 +0.9825286670311716 +0.9896767844060331 +0.16826094608261655 +0.9850718740850247 +0.9824243316278797 +0.9980946188179741 +0.9919172010656209 +0.9970945798550165 +0.7319429269492365 +0.926824507495969 +0.44822271942305003 +0.5529058551878208 +0.14510478389998507 +0.42187234979573357 +0.9538741246700859 +0.08105445591556738 +0.9446862419859471 +0.39067035074506573 +0.24117341871502215 +0.42385113463842056 +0.2761225952390983 +0.03702244243379316 +0.9974924430182228 +0.15944506679550388 +0.3571029749143154 +0.974116286046119 +0.9920857894684961 +0.9655337513067367 +0.06741761487937492 +0.9607930555732694 +0.15212261779617295 +0.8691107437428639 +0.9869431290764004 +0.5626895047445764 +0.496033789934747 +0.2968230552833372 +0.32201919410739654 +0.7018684660757009 +0.756678534381338 +0.152574657682509 +0.9116849912842714 +0.9884016309073942 +0.9950932348657269 +0.016245457517707357 +0.43964727841176715 +0.8771633985082816 +0.9801855461730754 +0.9986788381791623 +0.1489493465138186 +0.6844458166597122 +0.017221490460436403 +0.7830419029072759 +0.1715334218537684 +0.013207316489865785 +0.2810610151449748 +0.6617317078012657 +0.033168624671045636 +0.18231498645751185 +0.8319802574543792 +0.8001352368665215 +0.994279567225969 +0.011133013515111752 +0.10784701299267423 +0.6377322264769292 +0.7920118341450075 +0.22005827309166834 +0.08322224661697622 +0.28938533766532204 +0.3017877584392833 +0.3480699552794029 +0.9899058305896209 +0.8890445249418694 +0.03443502055956459 +0.960011228861772 +0.03702244243379316 +0.9265346738861657 +0.8472819569567926 +0.5241944128766328 +0.8777314048101987 +0.8052074206834037 +0.7945283136277983 +0.5290900430929582 +0.2393070962030775 +0.6739265801862436 +0.8372408325962672 +0.805526402826136 +0.1959027375955004 +0.5553426259813381 +0.5797161262808894 +0.008369387483116338 +0.9917792982992566 +0.2698332252850351 +0.7668100586491791 +0.9255189546361874 +0.4741662340742737 +0.9841600083121052 +0.5319105169259475 +0.9723190269152915 +0.8202516122115768 +0.9955660958328822 +0.16748516093334662 +0.029534156827533697 +0.17455893958626825 +0.22388191996263818 +0.25191941573479665 +0.2914171029382855 +0.9685957166520794 +0.025509802189088406 +0.9366278811846898 +0.00893095886920963 +0.8453048877525727 +0.6059681477501171 +0.9912581874927331 +0.058247253035440406 +0.38083080153913507 +0.3194586064376597 +0.7044904570818469 +0.022091164418802493 +0.921392769920896 +0.8308804201550231 +0.8161502286797105 +0.09658938838571554 +0.8910877805860782 +0.8996573852847073 +0.05356518561624787 +0.5689147797607795 +0.3741655040487503 +0.027905703793594572 +0.2999358791202568 +0.9980263706195888 +0.22144630136201063 +0.0574189138590966 +0.040725125943369286 +0.6314877839604978 +0.8310899275715998 +0.7838535125105238 +0.9967050050253233 +0.5540302941368224 +0.11036668270009845 +0.15043345352879536 +0.27118133951928036 +0.09436426094736487 +0.9937279570261502 +0.7677031003432945 +0.41363812445913506 +0.9456838484607407 +0.9945166699199438 +0.9594026584898105 +0.5404577926688352 +0.09517178631050545 +0.24742239730954024 +0.22293775289084658 +0.42385113463842056 +0.8055674684967727 +0.4370732978243524 +0.8935201561556447 +0.7120995263703487 +0.4497038940747823 +0.14651300610944917 +0.12432484764946777 +0.024531733124051963 +0.943315237920349 +0.42888450974944714 +0.9819359486467303 +0.5363019266381208 +0.6701199134416379 +0.7173655009920391 +0.9567701283317405 +0.9889658299707058 +0.10211187740904366 +0.06183991377495124 +0.22843124024440126 +0.11830830121106432 +0.06795116642450166 +0.4732752861666251 +0.8750076423299802 +0.6460838516890579 +0.7707820134187813 +0.36007222752407436 +0.21305593345603246 +0.9078208515299672 +0.2044778332215873 +0.13491013022790332 +0.052266238862211455 +0.9729527159583592 +0.7171180338007188 +0.5234251166001593 +0.3067560513246357 +0.11422986230226848 +0.8148097676731517 +0.5807784586051443 +0.9838535352061627 +0.8601852174687777 +0.9724357365230858 +0.09781936591727088 +0.16659837101200464 +0.870500829935173 +0.5457246577741524 +0.9852986854645037 +0.33093415938633014 +0.8888450962683002 +0.06796891095125418 +0.13941668878914554 +0.055200922066970325 +0.09934907868801243 +0.1319390995549811 +0.7862840090236942 +0.22869637640664828 +0.03880082487244866 +0.9988561109596368 +0.9980249054694167 +0.9705185070628222 +0.3740569002702589 +0.43248701857128785 +0.20873771105211225 +0.9424552031178175 +0.9660789262082508 +0.04510789831051117 +0.061812730106124654 +0.23966741994603846 +0.5185030708621 +0.9771708442390805 +0.3279877353134302 +0.45605731324520743 +0.9242239314738784 +0.2704732554441073 +0.9773424008233039 +0.10336518980923293 +0.8694018136005867 +0.15436159755566092 +0.9806511665616239 +0.1293461086688692 +0.20008805965826923 +0.5132661095294959 +0.07508973734171945 +0.7817142853283301 +0.13032701607391875 +0.9802071121263752 +0.73108823237342 +0.9627061964775797 +0.7966868764835182 +0.27313644917092816 +0.988431133696761 +0.6426605746218383 +0.6272741411955133 +0.06318939005184575 +0.8670219061505346 +0.02909994527974768 +0.7466820872099366 +0.9611335225775841 +0.07292264828028071 +0.2392917835785063 +0.12318039290323811 +0.08909883669356312 +0.5966145931601379 +0.655617617402774 +0.9588282838015918 +0.989679656124217 +0.6726310488406128 +0.1026587542395965 +0.2640555883919983 +0.0990934764817359 +0.8710548824362511 +0.30067847000621245 +0.0945934920855771 +0.8967658321787864 +0.6302423160323947 +0.8433517452484208 +0.9932456417189534 +0.04615397063039092 +0.153226279831871 +0.8994867297751825 +0.9069927360094729 +0.037720655720088786 +0.37542067776266336 +0.21281012562751425 +0.8768520849085563 +0.29796943690696537 +0.9967510205006291 +0.40987621728386603 +0.0076828709795266825 +0.9931668530104447 +0.09065019350241649 +0.03172007923029928 +0.030082480223638162 +0.23329116608900818 +0.9800885690531694 +0.9572369896472823 +0.8313497907352165 +0.3388017233590005 +0.34832106517912254 +0.9575035650309709 +0.021988386059538918 +0.4928864881797712 +0.9992626491409137 +0.11303856722418011 +0.9820827238726995 +0.3560565111050969 +0.869625811820665 +0.6292189088229633 +0.7108035199670898 +0.9176230297154778 +0.9921531524468606 +0.06642165209253757 +0.007165475876114609 +0.2649701786652161 +0.1709198923461778 +0.9294537251770667 +0.07239851757730237 +0.7550566508219829 +0.8676853662955957 +0.9513231779479115 +0.6241125874174142 +0.045181002383129415 +0.9682545922416367 +0.168514799355701 +0.4841744832028132 +0.8960467876691317 +0.002840103727708357 +0.335339465353316 +0.13789456707070813 +0.012183673861953041 +0.8688288585526825 +0.03702244243379316 +0.1667704369712633 +0.9873736327234234 +0.0860855255015484 +0.9961139030645418 +0.12084592002172731 +0.25055792773261 +0.45567255417737434 +0.9234933531630771 +0.20062009641946602 +0.9566906655801932 +0.9043081956944163 +0.9752784876374715 +0.5634539637483255 +0.5900098094177729 +0.049854940646277414 +0.014330066508313267 +0.5799864122319831 +0.14790062520762468 +0.9057922714066252 +0.12735068218050627 +0.027145937408294407 +0.26041708089015286 +0.5753786561548033 +0.9950548950737859 +0.46795100216620483 +0.9913659536892471 +0.26358289495938275 +0.8901861008470019 +0.9645749725725523 +0.848647049753909 +0.605995007969818 +0.18993469652268555 +0.7943341508655121 +0.09049377355854697 +0.9588980059041831 +0.06264059033247676 +0.12220701456610494 +0.9114732556950711 +0.9802179826683267 +0.038067915615794 +0.2565602233700606 +0.9429111193471239 +0.49903981789305946 +0.04607784569916437 +0.9918308141230667 +0.038861015232899074 +0.9529473372195344 +0.9851302786577036 +0.422516289549176 +0.2715585737980248 +0.06254662122597221 +0.9789887192910812 +0.994101678912923 +0.9844720538344215 +0.20914129572942453 +0.13143703636794354 +0.5801876131680961 +0.8376171443633217 +0.17222779404773148 +0.1815386528802175 +0.21412740926873203 +0.09657782707434405 +0.9084179086043362 +0.6901931118379685 +0.13756896338097058 +0.44484586205762305 +0.6564482272660607 +0.12345606473263428 +0.9876024058456433 +0.060519475284759684 +0.8680166123598669 +0.16228638496605347 +0.6870533706746254 +0.021319137559886257 +0.993977685195541 +0.9683070472753466 +0.01143584375914583 +0.581929426155704 +0.6495677298146033 +0.27783022422520565 +0.9888375534329731 +0.8415330908406832 +0.9947831663260527 +0.652264453325275 +0.01069047028216542 +0.9836461951231357 +0.9358073866088539 +0.08374311755117887 +0.9869073855882813 +0.2758624625218359 +0.12257616467485682 +0.9083371089746982 +0.30067847000621245 +0.957268780463309 +0.989859355633634 +0.9881695423687337 +0.9837723402099792 +0.3418215289994614 +0.0191782792712186 +0.06588518323985815 +0.7669877993072871 +0.029787251640800295 +0.9855974345086169 +0.9956670880475308 +0.9885751400217847 +0.9873614678521221 +0.1197404306376115 +0.632359176695404 +0.13244215282225066 +0.9319195071413805 +0.9230808977990473 +0.6334637878589224 +0.5829278730943335 +0.07506466489487537 +0.11779468021840506 +0.9740268270637508 +0.02777943779297831 +0.5000259538656449 +0.8227060974976366 +0.06567433249581293 +0.05673541036612407 +0.5093362572496871 +0.9633558058576996 +0.4014370841977767 +0.9488845603837907 +0.7991857686525788 +0.3904789048796959 +0.9600105885911142 +0.9913546311693058 +0.01699920559592876 +0.9790481681676483 +0.9056076643262466 +0.09002029977042805 +0.2488211212839347 +0.9823411380357709 +0.7705715189563608 +0.009148885593643066 +0.8692556822673112 +0.9819037882139471 +0.9919197106320551 +0.7650085473681658 +0.9644187555095567 +0.09387753443816728 +0.6548785932295631 +0.9885000346946013 +0.9801835243464482 +0.9482080838544816 +0.1917491394724746 +0.6578527728653079 +0.8242033691812239 +0.9875101071586972 +0.9974314436618485 +0.21437586843572265 +0.009705612293898595 +0.9804856884037081 +0.9355179945810987 +0.9843923307643572 +0.9981609368535661 +0.18865558586985354 +0.231071278736214 +0.3871772142679427 +0.9992501925624373 +0.10157246862066505 +0.026800400687588915 +0.1707207880287865 +0.838669545329954 +0.06773603662208587 +0.9924162864097454 +0.31405032043540176 +0.03045174291642529 +0.1801707412083086 +0.4579861033877268 +0.012955788413333228 +0.9844542488746367 +0.9301487611251738 +0.050323261345064506 +0.20423737625317337 +0.5401466668915607 +0.30095886506807334 +0.505870738410551 +0.9632483050001535 +0.9691336692353683 +0.0755271190380528 +0.024952169795860638 +0.17889005293655258 +0.16007871761353715 +0.03258860805866753 +0.13554977166806526 +0.0389742174310003 +0.4182036032218601 +0.04078952226003121 +0.02193812198648888 +0.9217803223960751 +0.6555328607840026 +0.06429298628300453 +0.9329860593094271 +0.9985869823859455 +0.054906981844492476 +0.989381826498881 +0.8331650566848008 +0.20413773113998682 +0.9930132301274088 +0.19646094166131717 +0.13139719201837963 +0.23329778033190593 +0.14136480386771585 +0.15853041030010898 +0.9293075564187879 +0.8516240195328291 +0.21119100445205216 +0.5205336140735723 +0.06079832982002103 +0.24552928996947723 +0.018127276768913944 +0.06564883251944495 +0.7379634469765043 +0.1428651217852945 +0.6287143784487436 +0.09205673794565787 +0.3135262488213931 +0.5037946478015409 +0.34971143760777984 +0.1655161402131377 +0.7066153095250967 +0.8949187282334674 +0.17207445289507728 +0.07872952682467559 +0.40364029108009053 +0.7948415642961236 +0.9529831497075848 +0.0984642595141727 +0.7642229245858249 +0.16824344821895254 +0.16659837101200464 +0.07411936049357956 +0.044517151981573605 +0.9996653025694583 +0.5853803405958674 +0.8748952027429644 +0.095896368400649 +0.07265665010611377 +0.9488772519844517 +0.1948566669778812 +0.8335818914137237 +0.4504509169983451 +0.9770796268720447 +0.6737376548276203 +0.35266994840805144 +0.9632815975611243 +0.016301180592673933 +0.13353715541180908 +0.6153034767998893 +0.9747624158093232 +0.293183626519051 +0.9880791450665172 +0.9674945760337104 +0.4540007377258157 +0.9841037106348078 +0.0605129878080269 +0.5192601245866223 +0.15695553150117025 +0.6701315178277586 +0.6996753609691234 +0.800701900515624 +0.04674187341679252 +0.666246058101306 +0.42563773540762284 +0.016737431263113965 +0.09660637405248018 +0.6192874391015633 +0.5297468386960613 +0.013724659454906566 +0.09382889815852255 +0.6610866792697847 +0.21322934472845384 +0.11124769138161131 +0.9500093174036041 +0.9790481505866611 +0.8035354370767835 +0.03932528617779182 +0.043540368539665246 +0.03172007923029928 +0.3432766263623403 +0.042412112689296115 +0.7408589776560522 +0.23762633489448245 +0.4559271076352657 +0.9958147755564525 +0.608249127096261 +0.9276627935765905 +0.5978284092494003 +0.6938612705574461 +0.46164054437931307 +0.9757200990949809 +0.004167485352678682 +0.9926613845379803 +0.13101953047273543 +0.9949573330999462 +0.8394558948086966 +0.9924363738353733 +0.5266935944004952 +0.7433117399019542 +0.8472698449262046 +0.8242496782865701 +0.9993243530075614 +0.01604759961918111 +0.9786893803131578 +0.11281637403686351 +0.18831626510900584 +0.9976218233558766 +0.43524453691080417 +0.8383460315478781 +0.21950137365576997 +0.8395241370711709 +0.739527483007895 +0.28831603740734907 +0.1563635930161766 +0.7740720996263988 +0.9824221906848791 +0.751712525520245 +0.9964749969724677 +0.06057914067668837 +0.811865792181637 +0.21479392158190094 +0.6388601357296849 +0.07458761208944588 +0.2657186723186252 +0.13409215361730006 +0.046670861903906326 +0.9815954585514961 +0.027792870548097474 +0.039818520980393686 +0.05556908307064155 +0.8198680996486464 +0.6093748045845382 +0.7566966547710826 +0.9079979713739087 +0.020303513350753973 +0.015928935312205 +0.8577200667963556 +0.7585689893062865 +0.36973478775123253 +0.42385113463842056 +0.9764646705301077 +0.5065529340678224 +0.9559403578976213 +0.30480554511018015 +0.9769830151073065 +0.10934275963306998 +0.2698122407633921 +0.5000259538656449 +0.9580106350725774 +0.23920095993365947 +0.0024476665468186423 +0.9036881580976995 +0.19223346348706305 +0.9555167953597884 +0.711261891997438 +0.7378439585308416 +0.5706543679057996 +0.0999863356717919 +0.37283078708564316 +0.17086136333405103 +0.625502749148482 +0.018528230113533734 +0.6724408504017235 +0.9750480847903588 +0.227073367616835 +0.9832966264656644 +0.9968619514865775 +0.02611774214231613 +0.9900112127200065 +0.05198953966469322 +0.19863535746392624 +0.6411653716945536 +0.6470990739370559 +0.1282487015819239 +0.9611954836281817 +0.017128557520086258 +0.10729951541250903 +0.7194868365558144 +0.9969883949177654 +0.19687388315668602 +0.0874132860431103 +0.04702444378414306 +0.08981396601554316 +0.3325297785694293 +0.015349884336548974 +0.03151180861962557 +0.9138431550051489 +0.8106294738336948 +0.690050925957212 +0.6539204656116201 +0.15251446694136403 +0.06752592324838808 +0.9544289046253144 +0.050466652972269065 +0.6340264219029584 +0.954015392654843 +0.37472287026485535 +0.8209655440862837 +0.7585566762914451 +0.9210673571809914 +0.4009180603454287 +0.6267669357198067 +0.3715255396775175 +0.9976929647887561 +0.8042333055423553 +0.16622688383637163 +0.8769264082555958 +0.02707448540031022 +0.046670861903906326 +0.31007473924778933 +0.025268685727531163 +0.9385961908247954 +0.028959520069408794 +0.3001186581135497 +0.9858276773404878 +0.7437547474638975 +0.7474244418113336 +0.12318039290323811 +0.9331525509343468 +0.9113988087025802 +0.995326992870778 +0.5525978310545755 +0.33316874659564716 +0.5000259538656449 +0.042412112689296115 +0.9899785433805802 +0.7970269627728366 +0.09479028163622187 +0.5334687810251767 +0.04807760187689072 +0.5601197708165921 +0.1881207460302559 +0.9728857838965418 +0.0646717417178154 +0.947213255548348 +0.9610218305024295 +0.28571102549893207 +0.9915417547375568 +0.3533914514452946 +0.4357375709678282 +0.5589952031023412 +0.9379951079740971 +0.07106111698494233 +0.8084815108263709 +0.48247833510643146 +0.5746442198658823 +0.988333291362562 +0.5753786561548033 +0.82403237413762 +0.32279482362695056 +0.9957953862261607 +0.9942265069603881 +0.10923976989048971 +0.9987444094437847 +0.9414817182294072 +0.050323261345064506 +0.0019168246330266848 +0.8074296347681799 +0.06715808392733272 +0.5150018545616274 +0.027225401630427637 +0.9530563339571367 +0.6800364362310617 +0.9262615366032988 +0.017223448352906113 +0.6610835991211159 +0.2392917835785063 +0.7767066285106157 +0.6667908896517348 +0.02644808779783959 +0.033152882769757724 +0.04197780086669738 +0.5833944495426926 +0.19396484428631636 +0.003241618790821439 +0.005007942175503103 +0.040863338433353456 +0.27073100804996914 +0.8676927271416961 +0.16167105118155883 +0.9883234354605799 +0.9029091708768335 +0.9961476583322448 +0.3248444978418879 +0.12667609717760153 +0.28746871779815003 +0.9764312714821206 +0.9892645138243485 +0.8898784926782601 +0.9340989441529877 +0.25035016118200776 +0.19232965983490574 +0.7426398429531373 +0.4504509169983451 +0.152574657682509 +0.9097737489164844 +0.7195794671773227 +0.631099218143403 +0.4645664034384512 +0.9808689968613535 +0.4528519569163459 +0.9341470907132376 +0.1466069851098137 +0.8474883700112127 +0.19466822644078052 +0.152574657682509 +0.11162039863682524 +0.630334684611213 +0.8215316423122374 +0.10926897212434865 +0.2679660351690431 +0.3747055945698496 +0.7935734595019757 +0.7526034874300686 +0.04607745099462041 +0.6459770387685392 +0.9128390386139982 +0.5707228632027648 +0.9451955835613233 +0.4094606274607143 +0.7598116933980903 +0.6672144283894677 +0.8628974059945492 +0.6570379992767974 +0.9971590111879103 +0.12615457629482305 +0.33741843298215973 +0.8130291596773398 +0.3861036627928894 +0.12429302296648967 +0.16313850610826777 +0.9880110224789355 +0.029556494486582163 +0.20934519052701658 +0.058953722978242654 +0.9718459706141183 +0.6739111166295769 +0.1111968349030057 +0.6054612134769825 +0.9294541831596015 +0.964057721783479 +0.7258857338183103 +0.7962282739619849 +0.31409956520934945 +0.04438045215164387 +0.6446433352680155 +0.7357553274644575 +0.9813549764007508 +0.8572629182074332 +0.08842529182839516 +0.588701345462147 +0.17455893958626825 +0.09330419564684198 +0.6520780962210598 +0.31996271009886285 +0.050235897695000656 +0.5911768235324492 +0.21844667485346816 +0.6667749648573129 +0.8765256752754866 +0.40720774203237325 +0.367678019614915 +0.9924560479623578 +0.1695001269030612 +0.9524466627352949 +0.4940803488447163 +0.7726877516810763 +0.6068719453862648 +0.651194486371945 +0.9022463734539856 +0.20428525207373185 +0.08588588383295304 +0.341610591218536 +0.9252063482164223 +0.40888526642354367 +0.7998102002894825 +0.005109570205034117 +0.3822969908630024 +0.9372709490119476 +0.16533120956659306 +0.024814167542189604 +0.8413623232419434 +0.9131047778010416 +0.5173851414366275 +0.8108614493897625 +0.13898974101482295 +0.20630444262605974 +0.9604871374719645 +0.027103316174076783 +0.12746008121371344 +0.29739082366291525 +0.10464545290829935 +0.7526358540686688 +0.7161494508760791 +0.4168071277828462 +0.5289052220059498 +0.30523386017136594 +0.7910227480920122 +0.48657781811063755 +0.939825632600651 +0.23762883483894762 +0.13498314487823623 +0.8619063386032922 +0.5834410972307356 +0.5143282693046659 +0.8060077843173066 +0.07739956710821286 +0.9288089233494606 +0.8836236773237155 +0.9583312664585164 +0.31889592603026023 +0.9044093800722769 +0.4076732131365102 +0.18311922236273312 +0.6443424988409949 +0.16644369147413143 +0.9708803677657231 +0.7146317294359301 +0.47805749850668144 +0.18863136300970043 +0.0038939603469639894 +0.8470393655401259 +0.06715651651836094 +0.2392917835785063 +0.058465149565796515 +0.2171739752924604 +0.9515869822968664 +0.9715633071101754 +0.9432754524257696 +0.996257837259877 +0.6618998349202682 +0.943144437858541 +0.9234982992318189 +0.12220701456610494 +0.9908577892909742 +0.936107315178934 +0.13541935348082204 +0.7915556373784068 +0.5645550202982365 +0.6163390099751759 +0.9644038402840402 +0.9308096851540497 +0.9644818843429028 +0.08511401678077798 +0.15102162415348283 +0.4536032951170499 +0.7687776872789754 +0.4227022982507819 +0.17429292485305534 +0.2782631930401385 +0.9555167953597884 +0.6438987893538974 +0.5188965443784938 +0.21527013468894912 +0.48681842847244816 +0.08738202142693453 +0.4086962143523079 +0.739312106668198 +0.09781936591727088 +0.89487627841488 +0.19291057891270325 +0.8597087354990588 +0.786382293001379 +0.06233622134105763 +0.5357445304935672 +0.08980428729858235 +0.4843032218016326 +0.029992439105189363 +0.13998807387850992 +0.9181473568360796 +0.7821631797468951 +0.03612340059631774 +0.017399770207681218 +0.9961791834961901 +0.10777844827000374 +0.09984078506308511 +0.7292523844611655 +0.05129346069336427 +0.5877099066895276 +0.6724683684837398 +0.9962222428552882 +0.9643928543536755 +0.684851561723678 +0.4959972154642758 +0.9367250233974652 +0.930913841799497 +0.10609045008925183 +0.244727141988566 +0.9818786365268066 +0.40044403322376537 +0.0344168380367986 +0.7404699476959344 +0.1473687282812423 +0.9466877349864623 +0.12247730889233643 +0.9995512250255832 +0.2048083803246798 +0.21181446887803607 +0.8500915666612056 +0.81205265607147 +0.9579043407312129 +0.9071449295429406 +0.11462239327687156 +0.9574401568830576 +0.586054662298775 +0.9816385366176383 +0.041610222429348684 +0.40537467893018914 +0.5047284976419358 +0.47739354852509747 +0.5516353830725605 +0.22707082000372633 +0.5203082575858952 +0.08937499242154487 +0.38426947317565774 +0.007679370567332184 +0.9388444394417824 +0.9295671435936024 +0.06254662122597221 +0.5541330245927775 +0.986756777071172 +0.10753129333093955 +0.8703634089536813 +0.10134931405783063 +0.4536032951170499 +0.09873128749666145 +0.987897927549743 +0.9970504193456621 +0.979643724926495 +0.6931176074213232 +0.9005485103801473 +0.5083964971797335 +0.631883059716388 +0.04717442546742743 +0.8439347143672202 +0.03172523826190861 +0.07500307494681334 +0.8077471504824925 +0.9998591119684629 +0.10764106803874357 +0.7777410623860584 +0.4540896818901744 +0.5556731552850246 +0.7155712925938578 +0.19687388315668602 +0.8015767118898969 +0.2368802890389699 +0.8277704969955639 +0.18581102017614107 +0.9694515836805799 +0.245206284034895 +0.04788500006005139 +0.45551790974964806 +0.9716352368444788 +0.6674557825681803 +0.15688680557360243 +0.0959007151323101 +0.18107880691983 +0.9613070367416086 +0.45551790974964806 +0.10699123127260796 +0.9682628802898339 +0.5024861046317721 +0.010966204052976129 +0.6030934815197851 +0.03093906844040078 +0.15832551008977114 +0.8085330587243594 +0.47916690345700746 +0.9674736447292523 +0.9850070036539542 +0.11596870083903608 +0.5587807158144957 +0.07035177885813182 +0.4329915452106 +0.8672462561305109 +0.10001148108154595 +0.6363662786120524 +0.18258034490529812 +0.8543955920737661 +0.9181537109826253 +0.03151585117514626 +0.9244331989356463 +0.3380097448666005 +0.9979400263896256 +0.21800849698585076 +0.42555277815181547 +0.13366294902076375 +0.1026587542395965 +0.9801672114620592 +0.2784035224119561 +0.01910187438517731 +0.09154177270916143 +0.6432727192614829 +0.3170059935900725 +0.9885102675575683 +0.46332180261105627 +0.816312775125686 +0.07035679725583238 +0.9881692812821445 +0.6144680824937049 +0.8109967070988411 +0.17450115420990406 +0.8990199267597193 +0.06735357694233249 +0.9974316855327684 +0.9471939067489397 +0.2921767209485794 +0.07649246725898291 +0.06994083079531274 +0.04250963324572956 +0.5253346754519168 +0.1882750185222126 +0.9597233763536768 +0.390378922633068 +0.9253770108095092 +0.11723640081803209 +0.9644250538146694 +0.15251446694136403 +0.7841680492433413 +0.45823376442294217 +0.0044878026477898824 +0.7411905676656458 +0.9180236226755166 +0.18471764219354525 +0.9853615717920003 +0.9847227588244878 +0.45453427879128816 +0.9695347806072568 +0.9688642272435594 +0.29980950338606155 +0.027488494770543673 +0.9949139822491679 +0.06950116893589652 +0.1667704369712633 +0.736491789043278 +0.4172600318316178 +0.035278786072584195 +0.6049645383249782 +0.9878510743164555 +0.07985598300749701 +0.6064194583194485 +0.28512652838460334 +0.0999863356717919 +0.5301461697582839 +0.7060758713763502 +0.9771159018098441 +0.06791208819439987 +0.5683987157104998 +0.9748253236654978 +0.9838889934294369 +0.6291515659002077 +0.7357865683134255 +0.8992377474989736 +0.7139018000069259 +0.1888640193550494 +0.9636858079923669 +0.9799471791802694 +0.6627218812513278 +0.37499141175190626 +0.15697360228904375 +0.46161195199598476 +0.14869096597811937 +0.021823187351706446 +0.7348503965320478 +0.5923772711473182 +0.24777538674703756 +0.9993836763409747 +0.5514420163174512 +0.8771545239920853 +0.9925624204863565 +0.06112639909433688 +0.13503954655864428 +0.08981396601554316 +0.18368276266159284 +0.8326349139088417 +0.23951563594625888 +0.99562627696687 +0.2461466147678718 +0.41426650097081064 +0.9973476992645002 +0.3592301368912027 +0.32760380416601553 +0.5869713193141479 +0.06416432365654483 +0.9710528976003782 +0.7832872738030403 +0.4403729022943236 +0.6310831535687125 +0.3239879924336577 +0.10934275963306998 +0.9008634633617002 +0.01789247439874561 +0.9657098576485761 +0.861190305248698 +0.7137822249629254 +0.1152706575310002 +0.26429412469916364 +0.6388601357296849 +0.060263610929911345 +0.4374331580762479 +0.9152524905788533 +0.8759615061224597 +0.6179481116613426 +0.06315051418961258 +0.9008719072268484 +0.9324223354674905 +0.07165986918037001 +0.8635330760063994 +0.9456698203360333 +0.21402650556980402 +0.04062319861312231 +0.9506264543951136 +0.9184385145701448 +0.3458102492941246 +0.9989498203579182 +0.9787101731009703 +0.1442953619991335 +0.9675001573327726 +0.28126461519359824 +0.03993364056466615 +0.19466822644078052 +0.02513623725246924 +0.902973124705004 +0.03647811403201771 +0.02519072162476127 +0.020302463683792002 +0.9554789057739717 +0.48290498060352977 +0.9984214358034158 +0.7453015741423664 +0.988493147337665 +0.6239280814398498 +0.9990830903274107 +0.9425555665342552 +0.8426521867801972 +0.7704194411585527 +0.6735256702560303 +0.74587223279294 +0.62948272194922 +0.6296890492672325 +0.6283034636412214 +0.9200160156368323 +0.2692230861095706 +0.08312304215553047 +0.9991278288676219 +0.25369654804599046 +0.40869670130353786 +0.97883861226806 +0.3842771108861781 +0.6005737291912586 +0.05221640546928038 +0.060180248868498265 +0.8242033691812239 +0.9690259479852906 +0.2653262965042545 +0.8050151549523691 +0.0839167096693473 +0.9190315370539113 +0.09689767776888092 +0.042412112689296115 +0.9884861424736093 +0.5287069450774516 +0.9298878011597788 +0.30992785031125014 +0.586054662298775 +0.9326533387634033 +0.08738202142693453 +0.8107648656730599 +0.9465290999432998 +0.8524456106871681 +0.7008156107792632 +0.8576332144541124 +0.03701865982508565 +0.7910031832821076 +0.48773742261119596 +0.03172007923029928 +0.9187509831955518 +0.21558964573886152 +0.07944862095303401 +0.021311380479401332 +0.7524393721562711 +0.5896659953581109 +0.23118816690968158 +0.16313850610826777 +0.13789456707070813 +0.45760185545913845 +0.005595937328009683 +0.8135409793313534 +0.8438807574140075 +0.9986661728331727 +0.7252107215910496 +0.22410407882788544 +0.062526543617349 +0.8241368384450385 +0.09024214121016148 +0.12420007579567244 +0.3939550639949749 +0.9904942603938032 +0.8243866656324215 +0.22429503884702037 +0.971521755016597 +0.95435112323194 +0.6599054370324606 +0.9975516427135266 +0.45728682229098433 +0.12142723836975158 +0.2988218055805252 +0.7226816234916639 +0.9237859222254521 +0.7746412304506032 +0.9557317185554521 +0.07093013546630451 +0.20250922595187065 +0.6337672142915285 +0.3713550330099205 +0.9308778721929617 +0.8588687220748568 +0.8864079226492011 +0.8494945798478153 +0.17400874366274605 +0.20021114181689365 +0.22419054040959172 +0.9920321657658795 +0.28054859452036657 +0.9556240895528987 +0.7105451246678464 +0.9846262609507851 +0.959860516626593 +0.8807655168898689 +0.07796389329134493 +0.35868677941602145 +0.7573105042498751 +0.2727367751870878 +0.14037821738992112 +0.3653436280118055 +0.26640790025019795 +0.5955113047290161 +0.18039211142687833 +0.959378482915605 +0.7217135873369935 +0.14696563831567142 +0.34193453397830603 +0.17773586901995603 +0.4152149316183153 +0.9008834045940539 +0.018944615005441878 +0.8553646622932165 +0.12554706687925318 +0.21070281707404925 +0.0273226255894495 +0.048931440381573536 +0.7381986663235061 +0.07648169140101788 +0.2348896001520735 +0.11481489055369865 +0.11666639795433797 +0.9957879611385723 +0.9681036147898487 +0.1430884158304317 +0.9412415204511009 +0.0924910670096118 +0.08013187539504778 +0.046738920016866574 +0.9282692834257047 +0.09589044017107314 +0.9293233351055785 +0.6765712538118377 +0.2392917835785063 +0.9900851183209106 +0.06002866333739252 +0.9604198630825719 +0.7735566705436765 +0.9240300535476453 +0.9363754420480203 +0.06218372968986464 +0.012834653695295939 +0.6311402065855773 +0.9983681975065911 +0.08410433913093396 +0.2679660351690431 +0.944074737593241 +0.9006867399447296 +0.11351802115982146 +0.5464443642525761 +0.9579007389454032 +0.9431199808750459 +0.9807968429391987 +0.1236470718663098 +0.0328599813489855 +0.2678403778570845 +0.9001344928676803 +0.3922911915248661 +0.03471731592251693 +0.1501682932591966 +0.27944687101024784 +0.9994995752656874 +0.9362911471774451 +0.06688103726378897 +0.09103199509677931 +0.6102965628967019 +0.23795533758308193 +0.6503950307701047 +0.09062443435494169 +0.08176831189117478 +0.033168624671045636 +0.7449394264682733 +0.0860889722907844 +0.936930963130848 +0.8713718083344998 +0.9177184190599553 +0.10495768471200057 +0.21400336834875935 +0.9793701526585961 +0.6066064252830794 +0.9802867473935913 +0.07744976027476085 +0.698021917022812 +0.9389345629287552 +0.44908074887654204 +0.28927807499624036 +0.9844743861905114 +0.32031059621867497 +0.605995007969818 +0.9216449685755145 +0.1604682977306249 +0.15612479798940704 +0.3364325874918114 +0.6345626325951071 +0.06244596980619727 +0.21084194148791227 +0.05591498640892187 +0.7472322791622295 +0.8870015705162243 +0.8642249031507606 +0.10068477600621298 +0.9320868541930595 +0.40849824000208296 +0.03772807134707709 +0.6341656673851623 +0.08609213898330517 +0.9814794205502114 +0.6805405181145343 +0.024814167542189604 +0.21867977251527387 +0.08812125982494713 +0.5990793628101673 +0.07169620405501884 +0.6125705189570232 +0.6321673786106535 +0.07081100622026708 +0.8550006729657212 +0.8929198190177847 +0.8194318073400153 +0.23635808977115985 +0.13674024575337052 +0.0406276104920799 +0.06590177978627207 +0.7366519678504676 +0.49376468693627296 +0.3035230913654437 +0.15004229152724013 +0.38179388976530404 +0.9271869592383174 +0.5626086631355022 +0.9883228465297255 +0.9798875804555233 +0.08981396601554316 +0.29414368706180827 +0.7781826912377695 +0.7366786964869734 +0.014593829696897657 +0.8809416150515782 +0.9784488342748516 +0.8353992135564178 +0.030604448299960757 +0.07649505848527628 +0.8448659964405342 +0.39774692873326634 +0.5396652713570094 +0.6202330224438023 +0.9852140935204885 +0.03644127373702349 +0.8695479661404892 +0.4002265298228456 +0.24855959507563474 +0.9140558165546045 +0.17591901483100736 +0.04022797699694843 +0.5426066370346968 +0.9828899200187127 +0.10677987671708077 +0.13013133716135444 +0.5753786561548033 +0.9922750478860634 +0.36788392972503464 +0.015928935312205 +0.18391019255577323 +0.09841514619097062 +0.908447444548093 +0.6463935177188658 +0.07173331832727042 +0.8176989407192343 +0.9866509430457745 +0.5468055007671002 +0.787052323549929 +0.9973023905208377 +0.9644516978180377 +0.8849754688131154 +0.6163442417269405 +0.029411971918967893 +0.10615062688045675 +0.46086310320044266 +0.1420708351200613 +0.6559318483568225 +0.06036122934121254 +0.027188147113794862 +0.18145838822752428 +0.20282065421140844 +0.5116532154859017 +0.6541615652861654 +0.7911117082234143 +0.9982845700617252 +0.4342002830865345 +0.025787565930857775 +0.7448050951455704 +0.016997476534448375 +0.009457429569618089 +0.9945162769773888 +0.6531541959946021 +0.14225120089080517 +0.9774955528115026 +0.06998608106182719 +0.7711744462234597 +0.7182871918845785 +0.6828353248385618 +0.9405280891960378 +0.046670861903906326 +0.153585514961907 +0.17008564232967605 +0.14585210483754074 +0.9837876308379251 +0.9820964562724684 +0.6489689229208268 +0.09119209663178333 +0.9859609441126457 +0.38521801646942433 +0.731352751320706 +0.024880816451374823 +0.824882165491719 +0.805526402826136 +0.0344168380367986 +0.47805749850668144 +0.39010993129120575 +0.38846787089512674 +0.01703657299179336 +0.9811212350780467 +0.8837835507323196 +0.9943124148483676 +0.08334780575770821 +0.9916222849191945 +0.040387743137523774 +0.8040909799960821 +0.8398072074577887 +0.8872986649097285 +0.5599120181526568 +0.5760495534649548 +0.8207341747475886 +0.9631748405840675 +0.8369376335442643 +0.45424017520325255 +0.318812274103323 +0.343652821747721 +0.7064540453566674 +0.9676556860061198 +0.9811287826635797 +0.6043363158292112 +0.43524453691080417 +0.08137997009844951 +0.9909565411412159 +0.1596218182100221 +0.7624170179448126 +0.9993313650764375 +0.7128355208813565 +0.9806350596797873 +0.35364634381606125 +0.8968170340747826 +0.1939940403168314 +0.17172788197691455 +0.8399959607135271 +0.9753594192066382 +0.9908804410318982 +0.9402761874335746 +0.7336171878997702 +0.6493224466972563 +0.9298300518293083 +0.07383370504049214 +0.015902315845464088 +0.08981396601554316 +0.12054501116940683 +0.9950186591467026 +0.10615062688045675 +0.7590811436167394 +0.20323880979962697 +0.9509166093464707 +0.30067847000621245 +0.35158500427990197 +0.9834342675737219 +0.9640813280812149 +0.5955994808445055 +0.441108546616881 +0.6092059504002983 +0.04890450725730616 +0.9612132753215327 +0.19372606405330753 +0.8761497697976977 +0.762782959992159 +0.025779163181747184 +0.42688643717792324 +0.8341386541936519 +0.37617180638467024 +0.9788748963506568 +0.9654805519318599 +0.843744609497288 +0.9869492102579128 +0.10712736980718233 +0.0984642595141727 +0.7459562100126494 +0.23635808977115985 +0.9970422761787079 +0.6106427842784369 +0.7296924486249186 +0.974405112160165 +0.8037569589928406 +0.022946923017254536 +0.20319645447502452 +0.7082452521013309 +0.21184785565341133 +0.013664694834666232 +0.9948886637417241 +0.989731324117516 +0.17835122814124646 +0.7926434770166075 +0.9907904689345967 +0.8932371260220328 +0.31484223467174033 +0.36473266998395226 +0.539756286761965 +0.32579767013640926 +0.038106559963886365 +0.3374817345911192 +0.22843124024440126 +0.03702244243379316 +0.862465259837833 +0.020784437222129522 +0.08904768206379288 +0.7718168892416092 +0.9996275321760134 +0.44929323817525657 +0.9163399693683567 +0.0042921052274380945 +0.997861926441455 +0.3537997939365315 +0.7422671662668772 +0.07797218916443659 +0.5933541954869781 +0.09407008941382657 +0.11369179706236458 +0.009705612293898595 +0.6750452362457857 +0.9947233737905122 +0.9525087755759756 +0.15722894576694313 +0.3015588200228233 +0.7679124722356956 +0.7491872719846735 +0.9698501241991079 +0.9808180222093924 +0.7512938066667114 +0.40887611749122404 +0.7991679224828228 +0.12885659557648751 +0.8844112963025559 +0.4166213580468679 +0.4557262342376768 +0.6704374426752545 +0.6438987893538974 +0.7866265661817019 +0.9558802296320248 +0.7202674188466532 +0.9564618877597242 +0.3254908033666209 +0.9430485715133541 +0.5343928928610109 +0.8302809962162095 +0.968735246896717 +0.5744854126724501 +0.16220105564693588 +0.7909742761850952 +0.7832872738030403 +0.9451581826518736 +0.8269929961116254 +0.8881991758648147 +0.9515256839788623 +0.579950163086388 +0.9888882054731061 +0.1302425632173667 +0.10699123127260796 +0.9522912117385696 +0.05960802066187741 +0.9960624153867363 +0.40044403322376537 +0.17138922060007722 +0.7216767453988631 +0.9121577458124599 +0.8463017018156772 +0.9967096247711211 +0.8935212051088551 +0.6640476547115343 +0.03093906844040078 +0.2616968833472176 +0.9735562882735179 +0.05060218765888294 +0.5148958815293926 +0.03235380480988829 +0.8327766903015109 +0.293435816292848 +0.22217489518867392 +0.05541747677599781 +0.9924684215689634 +0.9578534302447697 +0.8513734852314523 +0.5688402712639332 +0.14487329638071583 +0.4076188017075806 +0.668667074705778 +0.8904369485877373 +0.3030185497561228 +0.06137813523082228 +0.4411975809504154 +0.8052985150591494 +0.035628751830417686 +0.061293247213293704 +0.6866960667925089 +0.09202001679118152 +0.8185234415347429 +0.9427172385575907 +0.2968230552833372 +0.19465390081272455 +0.940197901343398 +0.36850796144553366 +0.9797344443637571 +0.6253762897480232 +0.8987921016448173 +0.9844791668170565 +0.8075266343029159 +0.9254164794076986 +0.7340455147327846 +0.2013115889737543 +0.09309249230636114 +0.3146950273046486 +0.9894470135467676 +0.14571051591073586 diff --git a/src/test/resources/regression/splice/predictions_MCSVM_CS_bias_-1 b/src/test/resources/regression/splice/predictions_MCSVM_CS_bias_-1 new file mode 100644 index 0000000..63746b2 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_MCSVM_CS_bias_-1 @@ -0,0 +1,2175 @@ +0.09895689506878191 +-1.9071204688519654 +1.1860556354403085 +-0.8074702653130607 +-0.665399973009786 +1.7296350737085264 +-1.0402974329326875 +-0.8208004564231464 +-1.0365664838129367 +0.6594986696494655 +1.7208558776558525 +-1.578592923128261 +-0.4619976892761085 +-0.7077007637187231 +-0.8638620954004254 +-0.9221531941350507 +-0.37827435764612355 +-0.47160695293377936 +-0.8520456896709596 +-0.4785501307352384 +-0.9003720671742446 +-0.34561811208875387 +-0.18728662864227263 +1.4281167094181424 +0.1690488293209755 +-1.0087234612602816 +-0.8565202885725934 +1.1143942874662434 +-1.0603484853051 +-1.4624801806658212 +-0.8111398091623205 +0.8002399773695263 +-0.9751774842818786 +0.42717310903056294 +2.2655694263225614 +1.201401869710116 +2.313594144149008 +-0.8803522005544067 +-0.6126022752772321 +-0.9295470280776194 +1.6738270645278501 +-0.7000986979646587 +-0.9998078990405039 +0.9800842213841585 +-0.6021230746479612 +1.0616286742976957 +1.9449787677120571 +0.5779853697560395 +0.2958716054952468 +0.3093621448681004 +1.2181088309145662 +-0.9865389753558067 +0.9855228167493588 +0.1633222226262617 +-0.7138329202663654 +0.6636838277062456 +0.8618885414457031 +-0.8070100955060269 +1.5587025218433974 +-1.4947571819553194 +1.4343703241128067 +0.7205015110879123 +-0.9514510292556453 +-0.47745506181015773 +1.3535729438510518 +-0.04905046023927586 +0.8740137832636296 +-1.3942818598964468 +2.3053663831301403 +-1.4886069213316522 +0.2103749185398484 +-1.020905505095903 +0.9051273734668827 +0.018388788801958544 +-0.17780941510361914 +0.516376645668153 +0.5351079906044586 +-0.24309718874152472 +0.9669925210405832 +0.46958675302657316 +0.323680838553208 +-0.432658996963466 +-1.0134828523973864 +-0.9295470280776194 +-0.7136632439669028 +0.9682690707967423 +0.37701123577649304 +0.07352239537357538 +-1.5895290176750891 +1.0220925417099325 +-0.6922219711765756 +0.47896954493207267 +1.2345571117777259 +-0.4041194196370896 +-1.1280074537555425 +-0.41683921988648515 +0.989871420664007 +0.8349911204749649 +2.4469854778065887 +0.782492087275858 +0.887610065282622 +0.12374939495505256 +-0.05073700734311066 +-0.5592155096271745 +-1.015677303917082 +-1.95216956940293 +1.5185994472597273 +1.2271328195834177 +1.1682563996068804 +-0.05856555638244118 +-1.716867644909323 +-0.8612380380772369 +0.5280234555871107 +-0.42448821792664554 +-0.1514686787181717 +0.3069608256458394 +-0.20915746860206239 +-0.571691922057158 +-1.3807667445321878 +-0.16468853843610365 +1.3174550830728065 +1.324718712263699 +-0.619627315445935 +-1.2078555106198463 +-1.0087234612602816 +-0.9024144074863242 +-0.8156997230832923 +0.5914205348913955 +1.5400551025876017 +-0.591959052478408 +-0.3138732755971268 +2.2463381328511765 +1.418989330204104 +0.6134876516888547 +-1.066786481705032 +2.242118339667249 +-1.7880754226338695 +1.352984780016659 +-0.6554717266983447 +-0.25411469242302603 +2.5431141764220775 +-0.19034005214442207 +-0.23262172194738634 +0.09646590403284667 +-0.788427132447064 +1.082096413682349 +0.3944123967186376 +0.439517679550609 +-0.6254787205820677 +-0.14222772694200886 +1.0558179046289553 +2.1288020103733265 +-1.2166875118865224 +-0.690792866191456 +0.2759773971499384 +0.7493328482773469 +1.9247989133188392 +1.4393620255479826 +0.8275487898138465 +-0.22237597567685707 +1.1863184731109024 +-0.06099210657632828 +-0.4168859865650856 +-0.19286578286430123 +1.5415103860234236 +-0.1833888698415116 +-0.20023336205084144 +1.5364093879455691 +0.7383205610861893 +-0.46317491069239897 +-1.4915370151385996 +-0.17147777824048197 +-0.11458163955010509 +0.48545566339855045 +-1.2537763989559998 +-0.9274907178655915 +-0.24919481388941955 +-0.6406836153063503 +-0.6762437415261637 +0.6172806618725164 +0.882602061942148 +-0.8972681550398359 +0.375862073683405 +1.2470792200082335 +-0.6390874318562494 +-0.43313545503535134 +0.2567507558126023 +0.06560852922948962 +0.9390498281112325 +-0.022948618042536825 +0.718315869960233 +0.2884229855541531 +-0.34037204541137694 +-0.030482947188574985 +1.4647177803537137 +-0.11142946503600441 +-0.6394670994772647 +-1.6407967108600852 +0.11066621682354849 +-1.4854749377604117 +1.158037210232836 +0.8771053376466456 +1.6110881357748463 +0.18298710501328397 +1.6493985059941219 +-0.06802608975353958 +0.2855629179340532 +-0.16895424720312424 +1.7497663162908175 +0.30651571463300803 +-0.14397300949531483 +1.930359607902158 +-0.4906910470853475 +-1.0087234612602816 +-0.33433986538614835 +-0.9451806177742719 +0.047153675982400015 +0.47497946365769145 +-0.6587669144219672 +2.2802402754921824 +-0.38460036381841767 +-0.6785740700509457 +0.5179685360389523 +-0.7013783742526878 +-0.2481984944947211 +0.017036535449122703 +-0.42766402306957474 +-0.22275491453734997 +0.25451517000156765 +1.3338635305104418 +0.6332236813175196 +-0.006874705846509552 +0.8181614717043737 +0.672474612896097 +0.16113153870365945 +0.5215943528892308 +0.5934482843900333 +1.2556958615912421 +-0.031134457371622418 +1.8652190047358401 +0.18559946432426916 +-0.9147705556177913 +-0.09711779344745004 +0.037738724420799834 +-0.8038827363062745 +-0.31681750483365123 +0.26322755465260983 +-1.336779501247585 +-0.6599953928938754 +0.7109826048540446 +-0.5570806532314961 +0.42554788370657487 +0.9759315352848683 +-0.7251171867334947 +2.8374814845712506 +0.1806395798911732 +-1.7726724576733703 +0.45457468494153647 +-0.5756536128018882 +-0.3539957189614394 +-1.3204517501348 +1.9965446972390464 +0.5624402117443787 +0.8826841950264557 +0.6680532036297664 +-0.863728369680257 +1.0121369531070121 +0.7710770151390876 +0.6126556484950458 +-1.1757104808366743 +1.969895591151352 +0.6987700705824681 +-0.4409338402980636 +-1.9950775964942666 +-1.030925995502103 +0.5562887180227921 +-0.7049678670270982 +-1.3350571265220306 +2.2421811681811237 +0.8338478590980342 +1.1807083688807305 +-0.8964937126994366 +-0.3658750673004771 +-0.06796208379041285 +0.12083708716169408 +0.7988409450463634 +0.5568392064745508 +0.6241422348501888 +1.092980161866644 +1.8343918346045098 +-0.8186606311791091 +-0.9024144074863242 +-0.20382122156888915 +1.8551955622880159 +-0.141813918627252 +0.23549698969507915 +1.639574862039269 +1.3665938647467653 +-0.4582967417256441 +-0.10502409256943018 +0.6784143461085159 +1.3780450607028085 +-1.5189902072840726 +-0.21994287463878048 +-0.7206877196215395 +-0.9806835696771202 +0.29295562968990213 +0.3985563520724613 +-0.36573317601805677 +0.15647588229874654 +1.1485692086710235 +0.9262132021539832 +2.5649389780140703 +-0.7025943014215166 +1.2595893094565778 +1.298892697118286 +2.317747933315827 +1.8111495790249672 +0.9407741786541799 +-1.5099284621229632 +-1.435993357299064 +-0.03773128066665942 +0.8418031286066768 +-0.3564826348321557 +-1.1180011112117405 +-0.7798495909248885 +-0.50495239015409 +-1.9518565325341448 +-0.08128448254909224 +-0.41080353931050817 +-0.6463813378064687 +1.273151326202495 +-1.2510877524341213 +-1.1639079254863505 +0.19204267751823856 +-0.627657078630431 +1.41551511636807 +-0.7763003130391414 +1.4173970915045644 +-1.4410720633603427 +0.42766822373997615 +0.0981448448453666 +-0.350325038382953 +-0.5155719914194031 +3.0004368361151346 +0.04297628778309995 +1.1256248884784765 +0.7670148085015591 +0.9771931548675792 +1.5072221873473535 +-0.29197949665399814 +-0.8936649886836213 +-1.082293831693229 +0.7052507032357479 +1.2343412594391274 +2.246066117909373 +-0.9479702225317277 +0.12189211724374985 +-0.2346689387628876 +0.11901870915073362 +0.6092787934569304 +-1.3305934864335025 +-0.6467122750116852 +-1.3741385979427834 +0.33726606055737196 +-0.8050004095672838 +0.8781877845549781 +-0.6999814931882119 +-0.5319465968841665 +0.08502088284478679 +-0.8261458616430777 +-1.843792831297206 +-0.4300148910605204 +-0.14409847118630742 +-1.44641356136461 +-0.6681556532105319 +0.23580305475428756 +-0.003879201970958604 +1.050503343703253 +0.41959120760011054 +0.7131119981173974 +1.5611413260564149 +0.0013867677169715764 +0.5283061932751989 +-1.0481638635549853 +1.6475125551865357 +1.478808880782975 +-0.5453513117192565 +1.5775366458352265 +1.2221904451699586 +2.4706538069517703 +1.6654129200033905 +2.2472340189156594 +0.49824279044249303 +1.2184469221760914 +-0.044409823688436934 +0.03011622139189475 +-0.7047185326711239 +-0.017627061086966267 +1.1963748053367693 +-1.0235878656418127 +1.0204069223751837 +-0.1879962097871395 +-0.48770070440325614 +0.023874819314896434 +-0.4655528332111214 +-1.2931810746676469 +2.4191561550676353 +-0.6449101104500623 +-0.1434804534930338 +1.2366386164458427 +2.040197449836477 +1.1815824057563282 +-0.9223394100342192 +1.0513266018326068 +-0.4312964173692457 +0.8348818200577268 +1.622447029088897 +0.2902712203900949 +7.197868606476504E-4 +-0.4881540783030692 +-0.319326690764015 +0.5094607715991452 +0.47593447139738054 +-0.6723454061077208 +0.5845422306759688 +1.487808606550422 +2.1349696007804067 +-1.4519691189747645 +-0.1342362844685272 +1.0039355733900936 +1.5251799138761537 +2.6140000478396583 +-0.8544317341672378 +0.47207302282001345 +-1.423413464677945 +0.4577441135696929 +-0.16223085084472175 +-1.6975977028314515 +-0.4197414985366471 +0.3300901157797851 +-1.4064011080944645 +-0.7258695406900696 +0.5048867941467049 +0.6254860335561935 +1.689199320070027 +-1.8322595810906512 +-0.8431289105348135 +0.09144225565243952 +0.46367892095544383 +-0.16081922226512047 +-0.6032927463138084 +-0.22401714905023606 +-0.05904640268592687 +-0.37589328673197936 +1.8211096674334062 +0.7925745012606416 +-1.4047650952156039 +1.0450122132107686 +-1.2931810746676469 +1.1195763196447788 +0.47456517046819074 +0.22573286087269007 +0.7656792472826239 +0.6143037414283656 +0.437021487981145 +0.18243006170355877 +-0.383786718856346 +0.020326359687949755 +0.6071409922847087 +0.6102918083553819 +-0.612765269639842 +0.13902418244073744 +0.2596368702480902 +-1.8501233480468746 +1.944207057040048 +-0.5216386733027043 +0.3894023226648634 +1.021408636081941 +0.05495469816653792 +1.494596419139168 +-0.02649048184787372 +1.6085199564258092 +0.359069353365256 +2.4717953417254748 +-0.6111813534787056 +-1.2786283921221726 +-0.4254036288975162 +-0.38807175016014595 +-0.46133184927002685 +-0.25257604978728365 +1.2784477041814692 +-1.3181940386730715 +0.9229956951222905 +-1.7768820675907278 +0.726116196442381 +0.3008798095974997 +1.8072203566406868 +-0.7922610283290131 +-0.06405909549340813 +-0.10097395030538908 +0.3080772012988512 +-1.5021895794369047 +0.8429192468606135 +0.7017422892619208 +0.30656287162416146 +-0.9469803076948814 +0.7905461878409108 +0.7221191875413798 +-1.192261623797939 +0.12486406063559821 +-0.08423147217795143 +-1.3921522837306388 +-0.4437523565404676 +2.2085263595554054 +-0.7029180123278177 +-1.168304183042356 +-1.2532124066786987 +0.37134610722204203 +0.46342078218370675 +0.5798042692289214 +2.0605615995263773 +-0.067305643720885 +-0.7588341812905842 +-0.7335269738643256 +-0.7847882950538234 +-0.8812597892213776 +1.7849400050181778 +0.5875631332847655 +-0.23140938609699946 +1.203312176282081 +2.056658861874623 +1.0673996673817847 +0.023484414637975785 +-0.8956058311440225 +-0.3595950567102794 +-0.4922442699178903 +0.023874819314896434 +0.47728345066696903 +0.054399044098642685 +0.8591378706841476 +0.4356115768342269 +-0.16793235874330345 +-0.49362735899351906 +-0.8721848873191028 +-1.55888817351518 +1.1632460767472088 +-0.08615893832950011 +1.699587313009788 +-0.07208591458241859 +0.10583829801761489 +0.4659864465858382 +1.133430828255429 +1.819919499519987 +-1.0628556293471083 +-0.9382859257270306 +-0.43521823680574706 +-0.7244030285082048 +-1.0170134528911121 +0.19009815899210533 +0.5899794398257208 +-0.05278280808186257 +0.5116164681155198 +-0.2699422916305163 +-0.23103624641931708 +1.0034388345685177 +-0.5002648188800237 +-0.5292149925151688 +-1.1979410329285631 +1.2930421062900843 +0.22834501305573812 +0.30777263808270744 +-0.41189620360765333 +-0.8478178721321534 +0.41016217993657494 +0.34084505850102714 +1.6767405465364098 +0.732574886371061 +1.2153262006279058 +-0.8918384242752098 +-0.694577015129175 +0.8009321855404145 +0.14001694704412015 +1.7071848373313747 +-0.47565558160319277 +0.7654287831680081 +-1.2729983072439448 +-0.6120486153250245 +-0.9241462962502631 +-0.6322879215324273 +-0.8007163725214566 +0.6388303011645031 +-0.656001744553037 +-0.9325181139557847 +2.525150367144362 +2.3327429358815337 +1.300088709553949 +-0.49041272385394485 +-0.08167279663674568 +-0.5304789389686861 +0.8238360900253077 +1.2895448642667646 +-1.3610974029689775 +-1.0308272860676386 +-0.24714845045647593 +0.17764495990433476 +1.4607482241240528 +-0.2279818294862144 +-0.017254186033334992 +0.9956071932088048 +-0.534064882140092 +1.3463442044452536 +-0.888231143300872 +0.8498055354423644 +-0.5319465968841665 +1.423834866051139 +-0.7176369218431564 +-0.6608534277290594 +0.2057998829644431 +-0.7131055264238352 +0.38959961797332454 +-0.7234424317226521 +1.704466225406644 +0.6279605071057508 +1.218162933363443 +0.5581438424652478 +-0.3347324168928944 +1.2931989814960212 +0.1090910820854418 +0.1335941343656255 +-1.0265020403485596 +0.8404443502777171 +-1.0766736069896485 +0.45689761003354945 +1.105718128032319 +-1.0015100547157505 +-0.48876225603728535 +-0.6141140469913641 +-0.8752836323299312 +0.37676846622156285 +0.4996817088134991 +1.3956031480168885 +2.1648939927636466 +0.46391888474897197 +-0.8612380380772369 +-0.37523277406577227 +-0.7886899287241992 +0.7742185238213617 +-0.3445866630822811 +-0.796489318356729 +0.8998681265148945 +0.10317148151873554 +0.8483771555961432 +1.896517455244864 +-1.1400909872989917 +-0.7674768636922944 +0.9006219618512863 +0.8881443525094815 +-1.4410720633603427 +-0.07558111096872625 +-0.4946373641546997 +0.8748595953142927 +-0.549301832651909 +2.165189901016532 +-0.2726397564025289 +-1.921194135242766 +1.819365365407807 +-0.887103536246747 +-1.32740757660242 +-1.2164159882023449 +-0.4223462790196793 +1.5673912475148701 +1.3633924574404412 +0.5981793102070794 +-0.2302610280624484 +-0.2895095182021071 +1.251652594666969 +-1.482285623823952 +-0.100212004792284 +2.736169920456353 +-0.8441391721819906 +1.6625507930118657 +-0.26252382075084624 +0.7396639993231834 +0.25265683553598106 +0.22586146853733952 +0.9865827546398105 +1.637357632943656 +-1.1144114836478127 +-2.0205498581927133 +-0.26125736638470404 +-0.5015277268924485 +1.0515273262793938 +-1.015677303917082 +0.5221454612573294 +0.9385713674411911 +1.2092418317130362 +0.07066458771085007 +-1.2435485576139729 +1.320220795779587 +-0.47388334350219663 +-0.08879364521208724 +0.6517775572437463 +-2.0999757546900315 +-0.2161848176359476 +-0.49430780072655445 +-1.639796224447176 +0.4954846394040302 +-1.2931810746676469 +-0.5466550761289304 +1.6369031271519152 +-1.077459242282781 +2.044471577424953 +-0.5875432424569893 +-0.6213034108622261 +-0.15710228425265182 +1.1366566045232027 +-0.5206794068904498 +1.0024550776046406 +0.7926901266740417 +1.5004559148292755 +0.2697869051297196 +0.08199454613619488 +-0.9547853701529015 +-1.6028223825502643 +0.23235733095466707 +-0.7422083646826694 +1.1914855249364886 +-0.5455104913013876 +-1.3091570607518725 +-0.4851839014016628 +0.047153675982400015 +2.0038628328663086 +-0.141813918627252 +1.5409318478098493 +-0.5838755056675671 +0.8369256564218794 +1.0366372018676742 +0.6035729916616204 +-0.022547223700970835 +-0.4421837224059286 +0.6443706150792583 +-1.1973772971518029 +1.2771919239668992 +-1.098388194957037 +-0.7200320549595463 +0.9371081668651001 +1.5122548967717377 +-1.376767678251321 +-0.5570806532314961 +1.1598311564785284 +-0.09963157604034131 +-1.1490470817360938 +1.4438131573972828 +-1.148695733886098 +1.3208163986667363 +2.029007178530859 +-0.2408420365769873 +-0.1770180547626764 +-1.0365548579800332 +1.551434221877023 +1.9799580292273915 +1.2576901596805607 +-0.5015415500047512 +-0.6139816726068694 +0.051148207388419686 +0.36388354970732956 +-0.8208004564231464 +-0.41584407971922427 +-0.47194056046686106 +-1.0015691091658798 +0.8766830501665654 +0.14120407313848116 +-0.5887773810055893 +-0.43645647424356354 +0.06945918394632411 +-0.6494670463721177 +1.643994733890543 +-1.1592846534292534 +0.6117080867608884 +-0.4617928323562398 +0.257693063288737 +-1.3855191174633033 +1.746492187726577 +1.2393496990936217 +-1.6256812484034424 +-0.010724545771675545 +0.30843721878973757 +-0.3894512434032135 +1.8188290201413555 +0.650389248978787 +1.9655014265689663 +0.47573293147584794 +-1.6492143930770633 +1.5921061735602242 +0.7713744733278068 +-1.110690354112108 +1.6735794385075613 +-0.3649400777015673 +-0.855235331580217 +0.7301931397414286 +-0.3445866630822811 +1.374072712881156 +1.7704386460980424 +1.747841734715462 +1.9323563113838407 +0.04761599792998118 +-1.6324521010220543 +-0.8787431482682516 +0.3723512883539647 +-1.2210314711708334 +1.8573095947528353 +2.3476749573939606 +1.6700175876514805 +1.7909483177648795 +-0.6557854872773452 +0.20528263692632856 +-0.8262898367872007 +0.9238147972857425 +0.7528195844487418 +0.3462014690129801 +-0.06690645964025158 +-1.0367888645336685 +-1.0785241797657983 +1.4346444135398624 +-1.3585229082133439 +0.12437271297199157 +0.5240876725336021 +-1.1238833353699345 +-0.8380397826716272 +0.027640883418077647 +1.3488780108202367 +-0.30812275272797446 +1.1423560719623587 +0.5271497596323015 +-0.05913719667533608 +1.0209998723115434 +1.6240023735801608 +-1.754276556545882 +1.3332651233015784 +1.0344047604435291 +-1.0172527852576663 +-0.3372906237529239 +1.1859936182211621 +0.21143695151249492 +-1.7880754226338695 +0.7407344827996916 +1.5675571777385557 +1.5852532860964257 +0.3045305912257649 +1.1977831811574706 +-0.7793486732582091 +0.007648993674203637 +1.5507313863693595 +1.4782090295662134 +1.1247460178278275 +-0.6877939724572578 +0.48847423223126 +0.689631109346168 +1.6557752917031534 +2.3087212895246108 +-0.47946661342208213 +-1.7902502128053153 +1.6012322900482228 +1.1034904079783503 +1.5481789326905822 +2.322503160837939 +-0.6158530113488047 +-0.5154553702804544 +-0.18201965240248547 +2.6362352730340173 +-0.8260992094491997 +-1.413528936129783 +-0.7251365248100401 +0.5653450770105204 +-0.925453535282373 +2.0386236105674427 +-0.3512690118305751 +-1.3127668235940673 +-0.6045642670526847 +-0.1890561805617257 +-1.441571055262358 +1.6630852946036072 +1.1684396865418227 +-1.170876836944451 +-0.4682165601098558 +-0.03785039159586047 +-0.256882312681203 +0.16449696105738257 +1.3650082973748079 +1.4562126807702276 +-1.0105136312912597 +-1.3420488791169003 +-0.44300948389064165 +-0.622705706582281 +-1.6005702258614372 +-0.7128269355971691 +-0.9766946999624436 +0.011737294090058345 +-1.1308450276488207 +-1.6429230033500033 +1.1938196864304638 +0.3891900851615186 +-1.1083476668557586 +0.838372931894292 +2.530482355039569 +-0.9254052583867848 +1.6762857942266596 +0.7926759824813551 +-0.48956567763252107 +1.9445359812603795 +-0.5364785531131823 +-0.5591649676215484 +-0.16083566623324475 +-0.6026933278244399 +-0.3382536003844856 +1.111937673309799 +0.47456721169617594 +-0.5912252367792046 +-0.00652928000197444 +-0.9628431620099074 +-0.5522064612700258 +-1.4506474954525272 +-1.1629531696892583 +0.49055770116804936 +-0.6033676661165752 +0.05603492810670033 +-0.7581577315681985 +-0.4117575883955804 +-0.21430160147401783 +-0.33488879810733907 +-0.6525898350823667 +0.45557075340138137 +0.8769481704127488 +-0.5648167477599498 +-0.8219280353853895 +-0.24370171038747274 +0.5877545566223801 +1.0065507489127592 +-0.8834342329046395 +0.24751981915049595 +-0.5853073895034244 +-0.694577015129175 +-0.7904911205616023 +-1.1255158115037014 +3.0782985286750484 +-0.019222962957330975 +0.6675756373042017 +-0.7776465395823 +-0.9921834656670181 +0.9558305924204342 +-0.42766402306957474 +0.648639298721777 +-0.23262172194738634 +1.5482373029358871 +0.44355381406992356 +-0.18010975118936864 +1.2556367629762164 +-1.6251178545312348 +-0.8097796607734934 +0.09839513178616659 +1.5934170350819028 +-0.22432912020356613 +1.4605605206089984 +1.2622872439837411 +-0.03852062076392152 +1.6654055645454255 +-1.0076358294420835 +-0.07166209646692445 +-0.7453241550388529 +0.30077916852762826 +0.16943779846998885 +0.5362868963729595 +-1.0019161192690902 +0.25670785987700245 +-0.07835718249330237 +-1.525282453279974 +-0.8780958482668667 +0.12095494140575161 +0.11291423743092119 +-1.477620340778379 +-0.673734582341509 +-0.07412537768296973 +-0.42937383589762174 +-1.0684875144932424 +1.2960794909896525 +1.5168700170507143 +0.4360797121568444 +-1.1020774563602111 +-1.1846877286734616 +-1.32740757660242 +-0.18385786380529442 +-1.2424045703971573 +0.3677564377235465 +-0.47381971720703187 +-0.1325013201047326 +1.9815443077395505 +-0.06319902232179148 +1.1139099604277807 +0.28386687711579944 +0.30381769733168307 +0.07459782686153807 +1.504116263608898 +-1.8534084914475595 +1.8809995583791872 +-0.755064808975615 +1.9115212662426695 +0.9206218133812433 +1.6395543127425265 +0.19274542740224176 +0.3896282370340577 +0.5836892679429462 +0.5602166111522897 +2.6067050650263757 +-1.3119071575715615 +1.3529037698619562 +-1.024994440654013 +-0.3775201669007966 +2.106586547117508 +-0.1705849937659703 +0.8193479993620235 +-0.6069158500109213 +0.6629427131008611 +0.5730139464247377 +-0.22829944368982924 +-0.734050120299611 +0.39680731546670417 +1.4654034750484886 +0.533491842302679 +1.863301356416934 +-0.9006036905782218 +0.6689291798417744 +-0.39578288422531854 +0.28712448397755475 +-0.8655662109078324 +-0.5907892240120466 +-0.8283710953491292 +-1.0542461458785946 +1.6366256605323495 +-1.3984604056565588 +-1.2933188848482267 +-1.142835859601611 +0.5958493641954105 +0.254410986627567 +0.6429583541693193 +0.7923445867108297 +-1.5204841477122206 +-1.5189902072840726 +0.5406080135542918 +0.16328377270157116 +-0.29197949665399814 +0.023874819314896434 +1.5357786991494802 +-0.2019754497221181 +1.0704126631458313 +-0.35906787665422546 +1.4324027332908118 +-0.7824322435060976 +-0.38003145458146176 +0.12437271297199157 +1.0262052902501353 +-0.6954840191342241 +-2.113451296916609 +0.953689588894525 +-0.5629170528716583 +1.0844981430829017 +0.4070350894636114 +0.418302104326704 +0.16625244070511108 +-0.765972120481761 +-0.17856449231507576 +-0.874371104967233 +-0.1682191521544909 +-1.3936049054441981 +0.015455143772656665 +1.322151553320785 +-0.4631704011394799 +1.401944895789543 +2.3661455853161297 +-1.0274114897706352 +1.515339993570687 +-0.9713205866977899 +-0.47512810214470763 +0.02241166357186536 +0.11208249608318158 +-0.7805289194549685 +0.9903570392534656 +-1.5443109538710493 +-0.800742550917371 +0.4406196157047537 +2.2411078446532455 +-0.5464403223137911 +-0.9915858179966817 +-1.214521388802511 +-0.8245304708293557 +-0.24268435608656394 +-1.2901368982509407 +-1.2638246877038852 +0.7646273794704468 +0.5463359093193259 +0.12417902398114598 +0.041767555076077725 +-0.6515991971912587 +-0.982298775217674 +1.2719015091280257 +-0.8124097205413374 +0.09282371922385922 +1.1496615040923142 +-0.34121256802198224 +0.7496453167474328 +0.4498766985406093 +1.060995505451671 +-0.2330642585806315 +0.23556016016428813 +-0.22456436918488798 +2.4164872125790384 +0.529892154246409 +-0.6197802310930638 +0.7516320303088492 +-1.5117849591113937 +-1.0542461458785946 +-0.21508895274137632 +-1.3279290434654398 +1.138947508841304 +-1.5290060508619947 +-0.22519557489480987 +1.6800542888192551 +0.3290133296591597 +0.5809765955181998 +-0.6141140469913641 +0.7452842165019238 +1.0130160278868323 +2.0902498289564684 +-0.08223699779689704 +-0.2477626205310312 +0.12437271297199157 +-1.2424045703971573 +1.6518043600560213 +0.4610034773723167 +-0.8137503202855276 +0.10734684553435353 +-1.2521765238653841 +0.2975588111824209 +-0.6986032088752434 +1.2354008700369394 +-1.0308850703017403 +0.929412137239029 +1.6123954652940702 +-0.4246031157195502 +1.7849060034885293 +-0.22829351842791018 +0.11920980907105147 +0.23381404639287537 +1.0101796702558627 +-1.2265192974247558 +0.6513436866841376 +0.1360064694821903 +0.2758021847143932 +1.6868165174567948 +0.047153675982400015 +0.41436393706054814 +-0.23355623819102433 +1.9228612015927489 +1.8378030619374923 +-0.7707732908451825 +2.2217992539298366 +0.9812860867509167 +-1.170876836944451 +-2.434578132499109 +0.44264109108310257 +-0.9737214296044604 +-0.032665888510264446 +-1.3923111783658164 +1.1740790172188595 +0.3486502062648671 +1.0892327549856224 +-1.3879043879287096 +0.13460406927379326 +-0.48876225603728535 +0.410865931906025 +0.320046869353953 +-1.3262925783747 +-1.1770384238521798 +-0.9992616078509131 +0.17487059318635792 +-0.9351249046691386 +-2.279366248932032 +-2.035979919537903 +-1.39665361228965 +-0.20444951376216025 +0.5591262637207269 +-0.6491201484060456 +1.537392458652895 +0.7442378339033975 +1.9340979125699589 +-0.21767620371878485 +-0.6781672325677527 +-0.46046860693401004 +1.0097768614553837 +1.7260486749670703 +0.9224404451562979 +0.9870084843554363 +-0.34352663032869957 +-0.6359668862379931 +0.5322838802455259 +-0.23262172194738634 +-0.6723454061077208 +0.9061699770846025 +0.39225008903297526 +0.4323687126628192 +-0.04828957830702 +1.4191461323445902 +0.11735102306862571 +0.9871979762045023 +-0.49289121783645967 +0.7113241799890377 +-0.6009966111908511 +-0.6723454061077208 +-0.7492996168152081 +0.19461568064742452 +0.533132721581901 +-0.8697091738662738 +-0.40649714707528056 +-0.13530279423079708 +0.5591561899534342 +0.6362710254433268 +-1.183769107281428 +0.1631232347278675 +0.912527010126854 +0.06546743732126659 +0.8458620684304714 +-0.2771113805788697 +0.572401339774081 +0.47706145023347113 +0.7549757559160652 +0.3331008121502678 +1.9619145919291887 +-0.7030982483299758 +-0.3991161832436518 +0.6592792336482105 +-0.32245815868287886 +-0.7876937271710102 +-0.544045650470583 +1.586649410736641 +-1.3427545289556189 +-0.5313703253325638 +-0.9760490538473263 +1.359326620930414 +-0.04876292092099713 +-0.6736752573017383 +0.132370527048222 +0.9556652513948731 +1.1672626901058254 +0.2599271348291066 +0.5933835296093765 +-0.4756004986724207 +-1.1395774723578236 +0.1633222226262617 +0.4829106028014767 +1.6223360936517028 +0.6450649612483949 +-0.7781649224788196 +0.08135322390585702 +-0.4254036288975162 +-1.0803402323172069 +0.17174312683021897 +-0.1963822049397763 +-1.246220706742621 +0.15626710408685618 +-0.5738994492185667 +0.06829596110458391 +0.794873405975292 +-0.09449058319980727 +-0.1499323868469446 +1.7392628714844736 +-0.5009898951585843 +1.2734397049484265 +-0.10719312551756907 +0.5158449079243306 +-0.385983161663176 +0.37530343866250593 +0.6868244896582943 +-0.6403317077059631 +-0.9177483395504956 +-0.5446272199675901 +0.9820637194113873 +-0.17235304159544937 +0.5137109805886707 +-1.898173224855655 +-0.3379065172759647 +1.0086064822592704 +-1.0284660207922558 +-1.4165069634627758 +0.4702258261959724 +1.010440297225334 +0.16152212002424027 +0.3836130869490268 +-0.7355941009360581 +-0.499321630177596 +1.308905842208373 +-1.23373594929021 +-0.7655358737000473 +-0.3835176894008629 +-0.8162931041333984 +0.24189957594162767 +0.43337186935642197 +-0.3031842294546593 +0.10519585371674278 +-0.39711945657343917 +0.2173158603090475 +0.060820349231070825 +1.0870423330769339 +-0.6047925978003172 +-0.5743762961613336 +0.7332861522160811 +0.34380937550381824 +-0.14723594625093492 +0.17679936811787594 +-0.9907880503660893 +0.9097559675538869 +0.6968337057265592 +1.2876749530227567 +-0.3204078615255094 +0.672953955389335 +-0.2924238308593844 +-0.4925992266164921 +0.30930207375734114 +-0.807332587325267 +1.451901003966458 +0.2756871123208108 +-0.1972777754426952 +-0.3657587899926082 +-2.173338776156439 +0.5224787475411388 +-0.6583544200623928 +-0.48876225603728535 +-0.8654325772427385 +-0.629613223445003 +0.9452738528623197 +1.4941784157619298 +0.948274627854576 +2.4763575749395037 +0.2749012889587472 +1.114831413685493 +1.1161401361020984 +-0.7200320549595463 +1.8497684259845881 +0.7214209211029696 +-0.789968659895565 +0.7204689626055438 +0.22329300671596058 +0.30032929738860903 +1.446129648117733 +0.928099871832925 +0.8710517923890229 +-0.9871382360290036 +-0.44436877855481804 +-0.1530820423619982 +0.7894763459921017 +0.07871997743290027 +-0.5527986803311642 +-0.541934367950196 +1.0844981430829017 +0.37263951055879657 +0.10481149226249867 +-0.6113820037974553 +-0.037343044512719505 +-1.0610795642280422 +-0.037563640180483526 +0.38304376849135213 +-0.8918384242752098 +0.8244071454277694 +-0.5778634398878333 +0.6808839681790211 +0.4829055054047082 +-1.1415466930206764 +-0.05103739167773439 +-0.7651376747749375 +-0.1305565840425224 +-1.1257786178728897 +-0.6924310324807763 +1.1180681220655435 +0.25148223880132 +-1.1231447363463347 +-1.542557307194881 +2.1686495974818363 +-0.62744689005337 +-0.7575267076002975 +0.5944354314709882 +-1.197593681197254 +-0.0374916816075408 +0.5032581608281438 +2.052878904709065 +1.3186806260463435 +0.1774338586714761 +0.010147786462143024 +1.1350082023133155 +1.0432326864343242 +-0.7639502673044715 +-0.5328484219369837 +1.6048967774092229 +-0.21526041412602037 +-1.3360112808779905 +0.24556499909312654 +-0.6306118761453962 +0.9804058738213198 +-0.6138209004344752 +2.9373222343152836 +-0.3576822647019641 +-0.43313545503535134 +0.8401471382804037 +0.6925655132619993 +1.418297753803601 +1.1884947115822935 +-0.7073919302620766 +1.00356190647807 +0.1690488293209755 +1.225687125781276 +-1.3746065911220822 +-0.32070542490118203 +-0.3442163673994985 +-0.2710779797132301 +0.014071555144720901 +-0.6487096406686796 +0.05861516880883587 +-1.0275790320047649 +-0.23942161526655675 +-1.717479938180036 +0.703031676160492 +0.8202725533111673 +-1.0365548579800332 +0.2135659981862989 +1.7468295202291684 +-0.9304392792819243 +0.6726790816389665 +-0.7065369319971833 +-0.1530820423619982 +-0.6801308063171552 +1.6201035475617929 +1.9751392074151952 +1.458917642227774 +0.6356353479232452 +1.200531790065891 +0.18894359856673953 +0.3350599173348932 +-1.04099875678487 +0.9633508388400999 +-1.2209100566766575 +-0.8853441341744039 +0.4517835156670801 +3.4236253893336315 +-0.7735676197325069 +0.40684702729840483 +-0.32917015580772924 +-2.3475783873590228E-4 +0.3831220775248778 +-0.5464403223137911 +0.8492926546381049 +-0.5599162747138563 +0.3548841694309116 +-0.6308306427608041 +1.2520552670411063 +-0.28445040387991605 +-1.1741023604376255 +-0.1073728381965429 +1.2804943820114132 +0.11142826353690315 +-0.5992995185037586 +-0.942058469308505 +-0.2749421856498205 +1.2514496507698447 +-0.1073728381965429 +-0.738096365758715 +1.0855168967291593 +-0.05403480963030011 +-1.6732458178336262 +0.027450974634118525 +-0.990366659624249 +-0.8270819794233798 +0.46515874879715485 +0.06427449339394478 +1.327073647155815 +1.2915972464535244 +-0.8849751663045323 +0.37124201491676 +-1.0857815865096458 +-0.11466562054409304 +0.6425063252425163 +-0.8334117645412558 +0.2879205058111104 +-0.703021316218466 +0.5740778245098218 +0.8147913277777407 +-1.2771758834600997 +1.0335708090782594 +-0.1403144654824291 +2.412860952857681 +-0.47938265044105627 +-0.359919883778145 +-0.7735194398594379 +-0.8612380380772369 +1.2996639163874406 +-0.22612272664792504 +-1.3920191689244146 +-0.9582328219634414 +0.3505370976031554 +-0.23808288059502927 +1.7839449258468223 +-0.1547655287804462 +0.34066245573210396 +-0.9620591987302591 +1.807210962808542 +-0.1836634224389243 +0.8169921425729518 +-0.6406836153063503 +0.7963504197167158 +-1.0240479616033153 +2.418142673571299 +1.061048715129879 +-0.44941415949087354 +-0.9549450870864451 +-0.7551785882515205 +-1.138906895522355 +-0.046403008153493984 +-0.5707363624846391 +1.0376932488193642 +-0.16168713671445328 +0.8590863992341787 +-0.757760478307113 +1.2326176165255451 +-0.6515991971912587 +0.31155963685806 +-0.09144400329698477 +-1.9454264809850905 +0.4180867557321206 +0.7471793202892376 +-0.31733144409328085 +1.6321788838254554 +1.3422854096240162 +0.03278738826557315 +1.084541273661378 +1.1932330047849673 +-0.2076003831390446 +-1.5453307498244886 +1.8794476256995443 +-0.9684823642033188 +-0.5466550761289304 +0.32442380006403937 +-0.37124856173921644 +-1.2919180429431762 +0.10776963897737404 +1.8764650511759193 +-0.9013987380506148 +0.20579161313287211 +-0.11868784432710366 +-0.765972120481761 +0.11942709912990643 +0.26974965971543846 +1.2393041089583332 +-0.9725838501954649 +0.17361483432681118 +1.209774124663292 +1.6089770469991922 +0.09304673707162334 +0.5384597754282419 +0.6157298224609055 +0.5354547166584439 +-0.5220363101005424 +1.3518191792693888 +1.1827346506320109 +0.19998952771173256 +-0.3223224313500876 +-0.5145243195771827 +0.09785302780594682 +-0.6314381625227726 +-1.5789776569982406 +0.3247241843034158 +0.224258163262753 +-0.41200891816714424 +2.6077256930361745 +0.17788502833451375 +0.6684937887857486 +1.9078260268077283 +-1.0975096896597858 +-0.6093942994962146 +-0.8245304708293557 +-0.555808867061785 +0.8706724270703498 +-0.4576207016655311 +1.9128749462808745 +-0.41975284696291015 +-0.12280560293526106 +2.353672885919546 +-0.26905130707018887 +-0.377325667774361 +-0.0416060731259251 +-0.9076976034040556 +1.3760289765256148 +0.5607482054101522 +0.026230567546075195 +0.44843725216899144 +-0.21492703648755748 +-0.7824322435060976 +0.7611042829842078 +-1.563554820527013 +1.0113117072798439 +0.6274687714744207 +0.5347354863398915 +-0.7048124983495477 +-0.7025316620823621 +0.28712448397755475 +-1.3288235461156714 +-0.14985445281145887 +1.2611476068517717 +0.8613673328571364 +-0.08342619863258069 +-0.9780618265641097 +0.8494362842402133 +1.060054581552057 +-1.1268613792827922 +0.883783080095134 +1.1261425099994633 +-0.48614563176230124 +-1.3612913723357278 +1.1718451426625094 +1.0168324292420794 +-0.13666994236340663 +2.6976108383535777 +1.1676187047235167 +-0.7406274738724204 +1.3505325321482098 +-0.313311203562207 +-1.1534429875154941 +-0.6009966111908511 +-1.26544897195281 +1.0048124452579363 +-1.3536214219002227 +-1.582233262556456 +-1.595344683638969 +1.0749538369487117 +-0.14255656971392347 +2.5076865778379815 +0.6165781275289228 +1.6387554137020366 +0.26449131822181093 +2.8434153144987366 +0.8229807948248419 +0.7297841385331028 +0.7289992231153356 +0.41139697805278214 +0.26441929061193736 +0.25296162507372777 +0.24544543073219965 +0.3144228597515153 +1.0445890188824114 +-0.50495239015409 +-0.7640758975938644 +2.5532518026704967 +-0.2008472375338698 +-0.16930620323150433 +1.643259910673027 +-0.33430892292525516 +0.0387240753445503 +-0.8644031204098391 +-0.9976849753415031 +0.689631109346168 +1.1898297462537442 +-0.41941270220793253 +0.47021975076868555 +-0.8424267673456295 +0.9090528256398261 +-0.7542942693807413 +-1.2424045703971573 +2.0162424549827125 +0.2606947310572331 +1.0276606456928752 +-0.23894346816179562 +0.1690488293209755 +1.071130418764751 +-1.0610795642280422 +0.6024989826777987 +1.0624901853287751 +0.7994894507694551 +0.3825356872681916 +0.5688096564757568 +-1.1970302235488854 +0.6622659452633292 +-0.30217116400316 +-1.32740757660242 +0.7877725232004418 +-0.2602932049095956 +-1.0283749301041227 +-1.5755069274339688 +0.25001442841527727 +0.28905174779942466 +-0.5218056360614611 +-0.544045650470583 +-0.49430780072655445 +0.09234596749137566 +-2.2370053268820573 +0.5501405017710366 +0.538789978209829 +2.571463679206295 +0.23404760895916094 +-0.4436163020536986 +-1.110597003075288 +0.6648612556708808 +-0.7909452773125584 +-0.7175566364458525 +-0.46512983805465963 +1.838296355881158 +0.8105956990230011 +-0.3651235725996913 +1.2775150080059332 +1.1675357873936902 +0.29100995634560645 +2.1092051667696254 +-0.1065703492758228 +-0.6620299457534178 +-0.31681750483365123 +0.17738439364597608 +1.0545511557727874 +0.33570632886975266 +1.0658869735664074 +-1.0791501775397943 +-0.6778016185730023 +0.007805609041466398 +-0.008896436092751765 +0.7490177105286018 +0.7408501002221127 +0.8042750766161294 +0.8297705613875268 +-0.5021416893378791 +-0.4826269713190228 +-0.5004870479336253 +1.7167928757772721 +-0.3391039806310118 +1.103797177660062 +0.3070421920281838 +1.3642665592709844 +1.1560200594355374 +0.9120110497628146 +-0.8618940459583684 +-0.4001153284815538 +0.6182949278155727 +-0.5415690192127494 +-0.8800810210980502 +-0.10678537040230573 +-0.25321190392838017 +0.014348555462970189 +-0.6143850555834713 +0.9547918989332489 +0.09418539842390802 +-0.5560810197818772 +-0.05818614352566815 +-0.4100828973257005 +-0.21015925469425328 +0.6038071152924718 +-1.530683879834025 +0.716641853188926 +-1.0417839702851648 +-0.509310075048755 +-1.195187830610252 +-1.270472743747796 +0.3669724964935743 +-1.132090276811477 +-0.5610659117293559 +-0.8047598619886104 +-0.8362141362271711 +2.052621872967123 +1.7748400588619848 +-0.8332118160577104 +1.217908048735301 +-0.8546834678321377 +-1.0715694427129403 +-1.143456211263828 +0.8586292188366162 +-1.0606564707670219 +0.8610554668955444 +0.3505312636871055 +-0.48876225603728535 +1.8352144672293351 +-0.9858206178894403 +1.3003840629935748 +0.7049201890086675 +1.0493570794048028 +0.9937854318423067 +-0.8848627327515111 +-1.2792300596757902 +-0.049161379482988384 +2.0214765508717747 +-1.0125609170629704 +-0.40649714707528056 +0.8585799597696397 +0.7507025006931591 +-0.9693634599800277 +0.14550220700664637 +1.4509920281158735 +1.045730703232138 +1.5506701530319382 +-0.7650149063428557 +-1.2420874871738834 +-0.3247538249828821 +1.0535684400909202 +-0.11857971483520453 +-1.4012893897724061 +-0.6936061648969233 +-0.5342603304762511 +2.6795878620458184 +1.0610492569187153 +-1.1341385730083389 +-0.8327244349138517 +0.19462359457159267 +-0.48831023039698557 +0.24673080668535596 +-1.0307343008980863 +-0.9008525227296826 +-1.4064011080944645 +0.3026763893468848 +-0.9075027077118923 +1.1747845850525735 +0.8583512448927193 +0.8373729568497356 +-0.8614138360957595 +-0.4667911907651655 +1.494170094802539 +0.19129433387894026 +1.688809368112463 +-0.9239599624893806 +0.32411194667678633 +0.9462467400301232 +0.10549588306361099 +-0.4667107331473856 +1.7499946512360012 +-0.2855225914653168 +-0.022547223700970835 +0.9566603985452725 +-0.6781015975815636 +-0.5608400131487903 +-0.13277129060153248 +0.06433841683939526 +-1.0142655783356116 +-0.32968753863565936 +-1.0198504909102708 +0.23510225914901933 +0.659492206287664 +0.9959383554357002 +-0.8420997528659279 +0.9748061255209872 +-0.15707937044096304 +-1.266040713010546 +0.2058513315211659 +-0.8774601780865112 +1.7329630836464587 +0.35742494754985565 +-1.4165069634627758 +-0.47208923697202065 +-0.9112137332926811 +0.18539140531612702 +-0.9511709740474485 +0.08527560741710855 +-0.14444413917661095 +-0.8937712567258532 +0.62161173118598 +0.7714659588030158 +0.42539144326550976 +-0.2418938255941069 +-0.9730228476149722 +-1.4242368248397472 +-0.6696977327726764 +0.5778670813086992 +0.058195635780530906 +-0.2910547865098587 +-0.6380478705469006 +-0.23415730809972696 +0.8810584292254915 +0.059617712335688876 +1.7576368915934726 +1.627354487257592 +-0.8245304708293557 +-0.19462619396969946 +0.5778035340409747 +0.10172593247913495 +-1.6193395527183148 +1.0510416411688162 +1.242065267947155 +0.4833568440755092 +-1.227679121741893 +-1.0341872089121926 +0.6206858032516165 +-0.04436236359875263 +-0.06485531270216675 +0.3720814569498868 +1.5778125803993828 +-1.2846340923535833 +0.6447383460323051 +-0.05605842722870702 +-0.21552679952245196 +1.0112467296666292 +-0.5982585177877878 +-1.4094571295146472 +-0.09855517689779353 +1.4064208873422266 +-0.7746577083139092 +-0.7690604620177135 +0.047153675982400015 +1.571693465322695 +-0.1494811042324766 +-1.5189902072840726 +-0.3887357919875609 +-0.8652926567530455 +0.6494657408328701 +0.1493277627734868 +-0.8599688404789625 +0.7093547340719505 +1.6760687883789096 +0.292718220856096 +0.3836370394108191 +2.4565462915010623 +0.9750451275683487 +0.6594696410203613 +-0.1341743993846511 +-1.3350571265220306 +-0.8066758579178946 +-0.13789620626744148 +-0.5359951590522707 +0.2679778254457393 +-0.9040683708012045 +-1.4238282338995194 +-0.5987332294374628 +-0.7416829409893034 +-0.06156208050545843 +0.31404953750127895 +0.16062652964683408 +2.2775712929198035 +-0.28180574254341534 +-1.317766727248299 +0.41552262534982165 +-1.7270876446268035 +-1.8019691004737137 +1.9894200157031667 +0.1926450066692304 +-0.6900736141985077 +1.361153312382941 +-0.8997602005647182 +0.38183931812890454 +0.19930205926190367 +0.2905963524664519 +1.0914952325838714 +-1.0542461458785946 +-0.842557744158963 +-0.5496268254256956 +-0.5520635684603903 +1.4073662971694938 +1.6230555490422554 +0.26059739769671636 +-0.6678713723447544 +1.6698305347782245 +-0.2484546542801024 +0.39875436133677744 +-1.4526460861078134 +0.7472735708599206 +0.6102918083553819 +-1.3360112808779905 +-0.1972777754426952 +-0.17838183473641145 +-0.237207426526806 +-1.4947571819553194 +1.4559199506325828 +0.6195828683399415 +2.0038049738878447 +-0.8533698499188249 +1.8361092796497445 +-1.2047512681403054 +0.6095799579440083 +0.6941714769150086 +1.1296806919957316 +0.1775217435794609 +0.0820692307939235 +0.6478850374445977 +1.304821256653211 +0.778800162786605 +-0.22381556746110595 +-0.5097926723116614 +-0.23907803710222747 +0.402716480444475 +1.0443664251278655 +1.3224072976749737 +0.1481812894089095 +-0.1705849937659703 +-0.8795785961478121 +1.9192151843450163 +-0.7074474123897607 +0.6709387814421599 +2.750678328822605 +0.3534335581253763 +1.5142882363968262 +-0.12932264039353522 +0.9647545320151433 +-0.37140865218198105 +-0.5967465654266504 +0.577039783671392 +1.1605947077185652 +2.0354419770285284 +0.9991088783074306 +0.4252839986161077 +0.46387109759797734 +0.8291411194356768 +-1.0437248807997586 +-1.6344284636592386 +-0.8245304708293557 +-0.714258741533789 +2.095146796222303 +-0.8066758579178946 +0.4070444542948555 +-0.7879356571194711 +1.0208627627595697 +-0.3445866630822811 +-0.4906037483384556 +1.4124229966547426 +1.1184319649424124 +0.2982738681338791 +0.21419523945761645 +0.01080399769051453 +-0.9459557910561538 +1.2449277965732344 +-0.6335544636859065 +0.980219312322147 +0.39651990072601817 +-1.571855914632948 +-0.08839560608190003 +0.513918020082113 +0.04338920102603158 +1.487546380925298 +1.3487438227919255 +0.8433223521497163 +1.726427062798177 +-0.665399973009786 +-0.8834342329046395 +0.6651713501023833 +-0.2418938255941069 +2.217956144856496 +0.22014938493531166 +0.2763999517559845 +1.2443872977894004 +0.4867523232464068 +-1.3629125318512112 +-0.6719538574791342 +0.3006978318608781 +-0.6643820743407215 +-1.6973413886809632 +1.8925844711554658 +1.8818622486907761 +-0.588031709580662 +0.487396978915382 +1.6270785843059807 +0.7594946896767696 +-0.2117013148225433 +-0.3904663188261662 +0.05736119900180589 +-0.399372140523609 +-1.5304576796457359 +-0.26560346706623206 +-0.43521823680574706 +-1.2931810746676469 +0.9323532923757281 +-1.4840794335706409 +-0.7042574208125283 +0.4799913697309964 +3.0631722121593716 +-0.07041917638110565 +1.2625171013114591 +-2.262099828257517 +2.2679887963702243 +-0.1759189028375584 +0.12652705130781924 +-0.8748069955304771 +0.08224647550159266 +-0.8868277915158661 +-0.7077184461918807 +-1.7902502128053153 +0.2838253656548031 +2.0897848248000925 +1.1154823018580804 +-0.660786858687142 +-0.2606564319036431 +0.39149350786761383 +0.13152879334759343 +1.4375525627707015 +1.6445910425027672 +0.5752651197259646 +-0.0014572124372225284 +0.5146966852207148 +-0.8393242365356606 +0.6282696384182349 +-0.0904536542790074 +0.04356275086653831 +0.47125004746658056 +0.37263951055879657 +0.45461763521390147 +1.095329402712232 +0.5263351981682355 +1.1529755012736853 +-0.20503768299535632 +1.046827172854982 +-0.09234506142362157 +0.8368284947477467 +1.6249077071740996 +0.021055270542219687 +-0.46060422170752624 +0.396026866029983 +0.5607482054101522 +1.0824314069319645 +0.48721886620415544 +0.7670744904504859 +1.1718222364534008 +0.055017741191066 +1.9551049622940504 +-0.6889061272584789 +-0.738096365758715 +1.0357345321388354 +-0.9740996510495616 +2.234759223831201 +-0.21526041412602037 +-0.7453902472941907 +0.39523219308192464 +0.8520445876483604 +0.7006053282251694 +2.394293855127176 +0.9052791694138702 +0.38881376460248585 +-0.990366659624249 +-0.24879936303998418 +1.597728207338609 +-0.9627515247242017 +0.10830966577223376 +-1.1219578932551741 +0.47127279022205926 +-0.3046921702973089 +-0.2563558114833863 +-1.3003600651872338 +1.7542114523250247 +1.2443514540182026 +0.5304573107104538 +-0.07623824142323657 +-0.7011946611255944 +-0.19451024091158864 +0.34275129596255177 +0.7700396254112375 +-0.429563644253343 +-0.9891591192075884 +-0.09938766763370033 +0.6286550862312719 +-1.309465098846754 +-1.3075036904850386 +0.3571043064013106 +-0.851332183145034 +0.4505724155122026 +0.9109942065885757 +-0.4881540783030692 +-0.6106806423686458 +0.6765177414881909 +-0.1557429486049078 +1.2304419330353085 +0.1849957388876709 +0.8559248083719779 +1.3086622188346615 +0.6576375727509133 +0.9982487554418494 +0.20002899400981874 +-0.3372237102450071 +-0.8859427843631528 +-0.24437849597824646 +1.7891804379745646 +-0.5348667466049299 diff --git a/src/test/resources/regression/splice/predictions_MCSVM_CS_bias_1 b/src/test/resources/regression/splice/predictions_MCSVM_CS_bias_1 new file mode 100644 index 0000000..4397c84 --- /dev/null +++ b/src/test/resources/regression/splice/predictions_MCSVM_CS_bias_1 @@ -0,0 +1,2175 @@ +-0.020692307261192644 +-1.7305019531194246 +0.8921150679220974 +-0.7698275256407876 +-0.6489065870694937 +1.9811600196786512 +-1.2413976533456643 +-0.9112766890077202 +-1.064678234881658 +0.7329270605431195 +1.6312475962683015 +-1.477201788912759 +-0.5392946777837635 +-0.5395033113373853 +-1.0066358436696987 +-0.837816355483596 +-0.2595877290815425 +-0.6106097936011223 +-0.7951756209844398 +-0.46733556349221805 +-0.8944230609023922 +-0.5720073213672636 +-0.377212684462062 +1.4669224819554827 +0.16434047449135059 +-1.0912435955306945 +-1.081569392182566 +1.0962015188048524 +-1.2304331854942658 +-1.402247163063509 +-0.9485533219583684 +0.4752566659046229 +-0.8111750460823863 +0.2614010809653906 +2.365692848528756 +1.0537457693931462 +2.1877480730235503 +-0.8074560601789162 +-0.714155023421837 +-0.8516552863034956 +1.420982303484112 +-0.7145067055496666 +-0.8740924737196969 +1.0713926867101047 +-0.7140076119967411 +1.0660066211239523 +1.8885334999443062 +0.7059415020515781 +0.1566368430742764 +0.20517661164071832 +0.9043993379228268 +-0.8450784986809428 +0.8129067527822016 +-0.01301527749098752 +-0.4890932873930398 +0.6631163557681377 +0.6613625630534209 +-0.8027727129856541 +1.377870947838753 +-1.5084720551127826 +1.396266405670286 +0.7909523880365452 +-0.7978616717473606 +-0.6212573430473423 +1.3702630119901493 +-0.16441164049446377 +0.8245492511801477 +-1.2958616778176415 +2.0478322992986167 +-1.4078620177357482 +0.1336906548319441 +-1.0965313178526492 +0.8609609947270506 +0.24751735988144175 +-0.08475258852675704 +0.34313670531343077 +0.3544183418863476 +-0.5175015982313853 +0.8453135899890822 +0.36220042566423305 +0.1588643434301218 +-0.5595717723823657 +-0.9221906638195057 +-0.8516552863034956 +-0.7130000229354796 +1.0017592643801585 +0.331333544557586 +0.10367382895952826 +-1.560547818971206 +1.0671962300519169 +-0.6575973684505079 +0.3044065310548887 +1.0312840853656524 +-0.41384408586974475 +-1.3139876645333022 +-0.26630960364501854 +0.8763365230805762 +0.9687344986394498 +2.125623133591674 +0.7029294877758657 +0.746700332688151 +0.215895080011695 +-0.26369926794004006 +-0.4655059465497855 +-0.9182087801458287 +-1.953337174956336 +1.0975187988724757 +0.9696884204823075 +1.1209140080779256 +-0.03340581762685413 +-1.497282119696711 +-0.858733752190036 +0.6106381009941377 +-0.3719968624412553 +-0.3047520043015477 +0.16129092923394506 +-0.22916096297598965 +-0.5290076718344314 +-1.1182421333581232 +-0.16833819048240906 +0.7696049002181207 +1.143615482933943 +-0.4294491870143866 +-1.1979501121523048 +-1.0912435955306945 +-0.8608735641550349 +-0.8677663812215477 +0.8095965523608932 +1.1810246941380358 +-0.4465511667358759 +-0.2244669045873171 +2.032995005382693 +1.2879695451165916 +0.5094836717607069 +-0.8603349425773068 +2.0165807763120958 +-1.655809864566776 +1.1222034358529178 +-0.678695570782496 +-0.24481868188040412 +2.4316530291517555 +-0.1664550072892994 +-0.2099296363969636 +0.1483986753218114 +-0.8184657918720379 +0.9591144596267998 +0.5611329553525386 +0.9954982739129782 +-0.5798059807825104 +-0.11213522773563844 +1.243896304679006 +1.8621437200920812 +-1.2914591824769714 +-0.7307347777583959 +0.47663994512739916 +0.7529967673069278 +1.831270104441175 +1.461831066291064 +0.9096673035757108 +-0.26563757404126176 +1.10181182169625 +-0.06152656105741339 +-0.3450985438322274 +-0.17955594870244584 +1.0125195110195127 +-0.1643031086277913 +-0.15558741209738747 +1.507894830830135 +0.7581856335877248 +-0.5214297951624436 +-1.3402464094092315 +-0.0052878484104834644 +-0.027213181051287227 +0.4335262039310237 +-1.1667374506177302 +-0.8162992521360297 +-0.2944197630494607 +-0.6443660502946975 +-0.6485304592417724 +0.7086138600137679 +1.0491344625476182 +-0.9286645357482128 +0.13713181800958862 +1.2393901621659544 +-0.49761307178226133 +-0.5158465910754233 +-0.03885724715656047 +0.12085461371898343 +1.019012977909536 +-0.019243249439260035 +0.5566618693759784 +0.3987885127057348 +-0.3939494367612939 +0.10878386134774387 +1.6276384840099734 +-0.17584421533499284 +-0.721193633832286 +-1.5487908982107879 +0.002704186596036884 +-1.5294129460577035 +0.9652314312833575 +0.6470524035788888 +1.4570739600852007 +0.2533972512107354 +1.1595851042105303 +-0.26207983182913286 +0.16458858187915326 +-0.17099236038680043 +1.520639451580714 +0.4962706750794622 +-0.22770882506656043 +1.6983907688039794 +-0.5820611574186545 +-1.0912435955306945 +-0.3836962926017786 +-1.0947514525047972 +-0.09438152942679756 +0.39915060606547115 +-0.5238545327181865 +2.1443144076310956 +-0.5312344361327717 +-0.5196854676136533 +0.37930386280832284 +-0.6489726759623955 +-0.3569633997874784 +-0.17664059273904464 +-0.33567574024882085 +-0.3725139919069931 +0.06558371712668998 +1.4388664100866484 +0.8748921116769942 +-9.624786878366098E-4 +0.7653793042876645 +0.5649202011274965 +0.18809300373820825 +0.5100700791870381 +0.588754173420412 +1.2960442264908845 +-0.06034319325958171 +1.7737438271837236 +-0.15390284365478468 +-0.8015237162456121 +-0.31976179197925525 +0.13582726301273484 +-0.6981458717618356 +-0.26516627981218055 +0.4890320549862772 +-1.3883866274316583 +-0.4522725487286594 +1.051741965218419 +-0.7550358587407473 +0.28858635635027385 +0.6194733361882552 +-0.7005340044944623 +2.755421217384609 +-0.011955135851938081 +-1.7094135349506416 +0.44858719948579406 +-0.5125704877934056 +-0.49917307987516746 +-1.309289364452812 +1.9514550494205873 +0.7458876454573117 +1.0309425620738002 +0.7213620328111833 +-0.8614108164786138 +0.7238327071485519 +0.7463780860134361 +0.4620745839514161 +-1.3362843330708203 +1.9054044383489854 +0.7573875761667516 +-0.5390212438794661 +-1.9782946554651937 +-0.8856118814043001 +0.34276102027207855 +-0.7364796381914047 +-1.216026183998593 +2.1147705374630257 +0.7827246437903662 +1.040021381602111 +-0.9863356531654386 +-0.596559668690271 +-0.22680928009799084 +0.03031026742377607 +0.8424605546142739 +0.5362668001475313 +0.7849165801294165 +1.1833458957890488 +1.6324279877234096 +-0.6908406372904095 +-0.8608735641550349 +-0.1368114971068335 +1.81726759564518 +-0.04811323748449059 +0.28694491242664555 +1.2865996277989664 +1.391286158623046 +-0.5007112728100658 +-0.12012432264924544 +0.4261083455194593 +1.1678819577919595 +-1.6190820014003418 +-0.2539744815897189 +-0.9161139446815518 +-0.8970367441307947 +0.3680579526554765 +0.2935846858237967 +-0.48225457101850755 +-0.051186885384082226 +1.044457600117215 +0.7222247741828502 +2.387142077980208 +-0.6367198874830202 +1.1367625069146277 +1.2335264936322277 +2.1604661471574476 +1.8531655419026993 +0.8636144962749687 +-1.4630970914988435 +-1.4720467859851643 +-0.016144937152348993 +0.7276787070029523 +-0.5385212619197699 +-1.140389789448447 +-0.833675550405296 +-0.5078752178597936 +-1.9658756021059456 +-0.17985427664627873 +-0.44258705107855056 +-0.5852439564623855 +1.1363803960878642 +-1.5723288698880533 +-1.0361993789450317 +0.14941994495753996 +-0.32517184446103853 +1.2430508313003459 +-0.8166263644455456 +1.5202702487763604 +-1.4711073437251851 +0.5059576062447132 +-0.01079841165606421 +-0.18789836497716084 +-0.35515587436396756 +2.713990558267466 +-0.2024836106861687 +0.990755445518003 +0.7398982661058519 +0.7901490970242352 +1.6111881887376707 +-0.4715167105116411 +-0.7960076483559768 +-1.0236262321173157 +0.44456974734258625 +1.0236156456620722 +2.3861544197061058 +-0.7715314520875447 +0.0905399133634106 +-0.12274159476614277 +-0.056195787081131376 +0.7740559667542977 +-1.1183383650078174 +-0.6892032371098031 +-1.2827124514876864 +0.05849180199837489 +-0.6607505000602041 +0.7968636650316109 +-0.7982112784700521 +-0.5230172006944889 +0.0986363212387491 +-0.7329515275164264 +-1.7087831125956892 +-0.2192319870914241 +-0.20667567055083236 +-1.4889374427936657 +-0.7723773041778177 +0.2131567033622468 +-0.09382253627316772 +1.2789110856035217 +0.301869252613978 +0.3990810943661601 +1.4804765319464868 +0.018210060219818525 +0.6943103312912213 +-1.1323463167580279 +1.470430545745395 +1.4300343039169163 +-0.3335229097648491 +1.5146321151335727 +1.1397065463737217 +2.3739894202957545 +1.605639553620348 +1.9037954689495367 +0.33200321336642036 +1.163474454675272 +-0.0453586624358977 +0.357742145843879 +-0.7045876617727873 +0.043464375029252045 +1.2558944359802386 +-0.8504832428139317 +0.8968066962354294 +-0.037855431466491396 +-0.3801155279302353 +-0.1317738629838885 +-0.44702215261741585 +-1.2803583656318946 +2.2095888416840745 +-0.7100798253921541 +0.11285780470343365 +1.0847270184874338 +1.8524677004501071 +1.0805455635542298 +-0.8091079410738105 +0.9334300542643427 +-0.38624734602920596 +0.7563262368050357 +1.6745251123243532 +0.20947668411089615 +0.04362595505427591 +-0.48924176625894256 +-0.3510997945216012 +0.5345771869461167 +0.6224571613041312 +-0.5926703402940523 +0.8174646181092315 +1.3344764117946075 +1.8513867542448166 +-1.4047430346181864 +-0.3033199209099984 +0.9361728363232713 +1.6078546875690582 +2.2583083888652267 +-0.7696059391337147 +0.35283674475729654 +-1.5427377871499663 +0.30494065944551574 +-0.1463102084120813 +-1.5542313617535637 +-0.38274594844366017 +0.37210155781970955 +-1.346124924144248 +-0.7167478739181512 +0.47007940501124423 +0.6920446703444648 +1.4790685092209792 +-1.835003643021825 +-0.7937210817295752 +0.10112363132111168 +0.5965186226959773 +-0.18097272492234895 +-0.581887919977164 +-0.2295197199362271 +-0.06675026791088468 +-0.40811713237891745 +1.5960190749274594 +0.6562173554482442 +-1.2866966954833883 +1.2127032160063098 +-1.2803583656318946 +1.2190833544798747 +0.5628198727666358 +0.2059280661105769 +0.6607608415370397 +0.6628850300645424 +0.3422042204563336 +-0.07060220395574635 +-0.45418926570144147 +0.01888617885220656 +0.590483925358169 +0.5194965428243492 +-0.4805105382109851 +0.12322710157337302 +0.4303802381234022 +-1.913661167109304 +1.8438166734895556 +-0.45693446943587235 +0.5364093375189211 +0.9325057000227794 +-0.18732691887442998 +1.3277397614717086 +0.10841663502324095 +1.4090253218193538 +0.33383163531923854 +2.344439830934113 +-0.8779064584851164 +-1.3547271212583327 +-0.4570703741121849 +-0.33502590133165744 +-0.34618110273385994 +-0.41605138798957486 +1.2893221001621091 +-1.2701280166784419 +0.9747826866153982 +-1.758407458018321 +0.6099656832444251 +0.11422466828335409 +1.7626110394647965 +-0.6891993101841776 +-0.18139637510240125 +-0.010434340740539616 +0.2336021623757154 +-1.64140197098348 +0.584618903889441 +0.5074322319389811 +0.4167832624697513 +-0.9602338594681887 +0.6342136249006829 +0.6078890997280431 +-1.1528741747075748 +-0.037563924266976745 +-0.07572672275297454 +-1.3801353657741542 +-0.37206674135721074 +2.135838453153669 +-0.5558331340237457 +-1.167086288444875 +-1.3789602467034072 +0.41216959237733797 +0.34528207501032404 +0.7738085584089605 +1.9741794530656913 +-0.12758545078436678 +-0.537614084057952 +-0.9958264521998887 +-0.4936634472526513 +-0.8996611915357198 +1.7543622615220456 +0.5761813045003135 +0.09210901085687628 +0.9772984556303238 +1.9280289151997605 +1.0940213935573486 +-0.15146622979530355 +-0.8675817351296846 +-0.441202411682347 +-0.5324827243135954 +-0.1317738629838885 +0.3862605751524032 +-0.07847600792936626 +0.7357395389089982 +0.3945418179084218 +-0.16133991892669464 +-0.41875631545054004 +-0.8465347465368565 +-1.3754953415355295 +1.114497709907787 +-0.3499475476418541 +1.5381145542479828 +-0.187883524540291 +0.15966939000086522 +0.20900002176536892 +1.0956604031571 +1.726201073178474 +-0.9638986337544528 +-0.878764869379026 +-0.531822820076882 +-0.792455763295151 +-1.1986342130999188 +-0.1001728285382868 +0.7141056607237563 +0.1130724513263881 +0.49292098163609865 +-0.31349491264517226 +-0.307253218699292 +0.60074223018801 +-0.5268658894467582 +-0.44107439651340297 +-0.9705811216138418 +1.0927313747291265 +0.22462544837525078 +0.2639171303307404 +-0.42566877293488514 +-1.1105408598171658 +0.36393150057016965 +0.27431665314971587 +1.314496917724124 +0.7520494510991621 +1.24926812460441 +-0.9641185103287344 +-0.6332534917023884 +0.7043508136764605 +-0.04597737268987556 +1.6341683834930247 +-0.5333950554497877 +0.9314977091748917 +-1.1783460116893716 +-0.46135258355988706 +-0.978689520566721 +-0.6239229538084003 +-0.9629191155718861 +0.36215899232060444 +-0.820579610924117 +-0.8431716440581787 +2.256832298349737 +2.459340233837974 +1.109384043139684 +-0.3947797003699045 +0.009038634544995539 +-0.6237571924905014 +0.740658429197283 +1.1698378110665573 +-1.2555403302510872 +-0.8105802286523502 +-0.27329880425646724 +0.1381298291948141 +1.2692519990983833 +-0.2509983131984541 +0.13077874463606798 +1.1593263876199456 +-0.46515656090468416 +1.56758721484016 +-0.8869212696384645 +0.7828704115262568 +-0.5230172006944889 +1.4457440750827777 +-0.6707403187920842 +-0.5600788349097996 +0.0021589221413067516 +-0.9514269313335868 +0.45090284895484134 +-0.7620230149204543 +1.7274855779042075 +0.6785190760037192 +1.0644152273006666 +0.7402366670527984 +-0.44007557117418217 +1.1495791312455392 +0.33993327493543546 +-0.07459351743818532 +-0.90602118950927 +0.1580626374714036 +-1.1312086854636143 +0.5659339029157415 +1.149083771759069 +-0.949261601662851 +-0.5218958710247348 +-0.6380935801675507 +-0.7870308221938513 +0.2185076320703312 +0.45189685030206084 +1.229370113949268 +1.876263451372422 +0.3660010339137294 +-0.858733752190036 +-0.5722634817073537 +-0.9354187937087897 +0.5124649857184684 +-0.16359573824705964 +-0.6763291003597718 +0.8116626321279109 +0.07074866772823873 +0.7450842370730066 +1.8241463007925711 +-1.2420298334453563 +-0.7243738391622403 +0.7735673606319131 +0.930888884665166 +-1.4711073437251851 +-0.13793929364256474 +-0.5581497064828247 +0.7008325538769348 +-0.2657093154124117 +2.1530426330073618 +-0.21732798421859623 +-1.7184962711099585 +1.9300136670448138 +-0.818446086218477 +-1.2537159502231443 +-1.4322955627796263 +-0.575537415197781 +1.572876144852756 +1.2842372417633925 +0.7511005058371564 +-0.05130849021162587 +-0.34694195207555545 +0.8710860271806056 +-1.6792673818810204 +-0.03724411726658472 +2.570125279193852 +-0.8638056569662536 +1.298483039407687 +-0.37351561376967624 +0.7640977763493602 +0.3580434197876081 +0.2857453995514233 +0.7850954246691446 +1.7140336213080074 +-1.2148170035370174 +-1.9446932340296588 +-0.46607385408875435 +-0.5078848631100088 +0.9596036084545403 +-0.9182087801458287 +0.4043775285627953 +1.0119494013810013 +0.9748863155116562 +0.013066652664197376 +-1.3054676041085402 +1.0077697090419626 +-0.3377063225538719 +0.03513318016465772 +0.529583154089362 +-2.1281739064792675 +-0.36810480429574466 +-0.4949433486952999 +-1.7044167031805761 +0.6264485310296809 +-1.2803583656318946 +-0.6490061232612634 +1.4230733013309282 +-0.9808691027231364 +2.1093142788204418 +-0.5556927076518321 +-0.7514681373151557 +-0.19556056134615551 +0.9525021841397103 +-0.49070089536675465 +0.6767003252918558 +0.8182441114984793 +1.631594362773921 +0.11929920999369115 +0.12845024384352066 +-1.150141125510344 +-1.6766908529660283 +0.1893700692938669 +-0.7280203175449274 +0.7829715728353316 +-0.6607986253173668 +-1.3674581300944944 +-0.513982609232861 +-0.09438152942679756 +1.9759393812993222 +-0.04811323748449059 +1.2110994953916174 +-0.5202320286882804 +0.8128192027134125 +1.1681807982189374 +0.43689419946759 +0.25963363238537585 +-0.5079538334176295 +0.7254094156204358 +-1.181193623387479 +1.153894157406403 +-1.0593573480758667 +-0.8431169102869709 +1.0732531036113728 +1.094204905116969 +-1.3949599678554843 +-0.7550358587407473 +1.3349868051635676 +0.010036169905153436 +-1.3485934897356326 +1.513298046363764 +-1.1998879980843857 +1.2342162737518607 +2.0420959369725398 +-0.3686130251881363 +-0.18375915788323005 +-1.2363109928131983 +1.3020116483783108 +1.721358646869549 +1.0966684459445522 +-0.42514691717609376 +-0.5801420622290394 +0.18236652186748414 +0.18196133607182996 +-0.9112766890077202 +-0.27374386695017194 +-0.4869248474882111 +-1.0451044261051785 +0.6786412345036116 +0.30563343391576214 +-0.8837797674320318 +-0.36239677341090637 +-0.125477296741352 +-0.6944146603601065 +1.641670389755628 +-1.1006258571124086 +0.5715720922370573 +-0.7053059180137795 +0.07204962486195421 +-1.478758325419736 +1.703488684196445 +1.2168270453519139 +-1.8248428796560798 +0.12478421335742862 +0.12355748240710085 +-0.30430138481955704 +1.6382293909371297 +0.5310485135524783 +1.968683423067386 +0.18461548029287544 +-1.66421715833674 +1.375243410949428 +0.898832662716423 +-1.1588645971485434 +1.4977221806126009 +-0.5240682293222363 +-0.8198483980908859 +0.659720227491518 +-0.16359573824705964 +1.2347410021941052 +1.9443185179049425 +1.7562610283786921 +1.7249911864693273 +-0.08518809001082572 +-1.721952208161766 +-0.9519225011732879 +0.3378463966221218 +-1.1918240204201815 +1.6513233735000061 +2.332798637355479 +1.2954817244341728 +1.615515339598528 +-0.7372307128245961 +0.33332862721168355 +-0.7033650410061687 +1.1642920320088972 +0.721997549500021 +0.5779787854360314 +0.07209250044679494 +-1.0949608520631822 +-0.9743570199322193 +1.3269985510199387 +-1.419641069746831 +0.03585103072413798 +0.6628310306094891 +-0.972925386235409 +-0.9718756553919397 +0.05842064590756868 +1.1970241814792375 +-0.32368434918126976 +1.0359446476930176 +0.560899411036589 +-0.1661250091622679 +0.7955378088588924 +1.319713126058726 +-1.3538124058689789 +1.273272433577732 +0.8785442479869707 +-0.9826301166810731 +-0.38696728513715195 +1.301729644962997 +0.23188161124054307 +-1.655809864566776 +0.8183967819911635 +1.3167085000045284 +1.6042836984117956 +0.409382201695884 +1.257913407657837 +-0.8070741109017172 +0.17957302926579088 +1.5641143154025112 +1.5206570920838467 +1.0933805264592813 +-0.5267098839084909 +0.3964369843415946 +0.5783138812897235 +1.3383762001384982 +2.2441512391631036 +-0.32505068491549216 +-1.869036308830803 +1.4671181763224832 +1.0324292223701779 +1.4577408338531233 +2.0242768569379335 +-0.4466247290533991 +-0.4232224107613167 +-0.2677832519120755 +2.6499613401397086 +-0.7806653463711708 +-1.2886617257747788 +-0.7320909750712548 +0.43697058675076095 +-1.1947685398266104 +1.7959230403998498 +-0.317367067030599 +-1.1674580486260826 +-0.6871698703573681 +-0.24196973843845138 +-1.4361640766939496 +1.374067774069828 +1.3091656590528002 +-1.2503692319137434 +-0.4575618077600898 +-0.04428180876928356 +-0.3164685598241783 +0.06958376826151702 +1.2057637678762725 +1.1652747869517128 +-0.7246178461391521 +-1.2878528626140984 +-0.4847201681854618 +-0.5210234690094324 +-1.4342202600151772 +-0.6787120011529579 +-0.9768100145562171 +-0.20993690359885453 +-0.9633675171752296 +-1.6951020405171464 +1.1376425515720172 +0.2850498736179612 +-1.0536404966861954 +1.0097141016042368 +2.5624090358396208 +-0.8211466597678894 +1.7766650690039805 +0.7728907548147773 +-0.4543060219849522 +2.010912856228044 +-0.5441417900637651 +-0.5317417158334112 +-0.1310155893282412 +-0.5580592151200487 +-0.6244695842486496 +1.1136148912838895 +0.4675279307960448 +-0.511285690518325 +-0.1487297157349432 +-0.9540632435456216 +-0.748418719063582 +-1.7441375931151044 +-1.199394857075864 +0.3925037648620803 +-0.7664513277970024 +0.019787612751491546 +-0.8142943281717461 +-0.44304829527109946 +-0.25369959358234095 +-0.35673113747418905 +-0.9246286331700042 +0.3185819658958615 +0.7192839762133043 +-0.48527412212062937 +-0.8851005486464052 +-0.23341525719185774 +0.6530996751949916 +0.981710381001337 +-0.8842899529920238 +0.35621742778885856 +-0.5181087674861495 +-0.6332534917023884 +-0.768607373577936 +-1.0504412512339316 +2.736324842069081 +0.13682090085359921 +0.20363030727874532 +-0.7787927805354764 +-0.988452151553187 +0.9871103348128849 +-0.33567574024882085 +0.7278353696825306 +-0.2099296363969636 +1.3949500682625853 +0.3083956169679267 +-0.17193895685207816 +1.2108318972455696 +-1.7653894037258926 +-0.7495314083540308 +0.1572935415625174 +1.3322252431254855 +-0.13665945589613981 +1.650878105105029 +1.1511184605653797 +0.03609649689532346 +1.4216551690277237 +-0.9959319878644441 +-0.14890661530110827 +-0.687232440660434 +0.3255576479411474 +0.10121825546006868 +0.2855114421190139 +-1.0306695913172255 +0.003057392829313832 +-0.05881675248350371 +-1.4920357831907625 +-0.8881524573476169 +-0.002468862002939831 +0.24245320799386105 +-1.5705706704147282 +-0.8079786398325401 +-0.09646290927137824 +-0.46463172752769144 +-0.9279063302719006 +1.3088269981811804 +1.3710885426296908 +0.41563088764186806 +-1.1320887430558075 +-1.148844748376403 +-1.2537159502231443 +-0.24039307488613182 +-1.2674335781796593 +0.4146791296957515 +-0.5129400864496341 +-0.1899568128897151 +1.6499219328167198 +0.06851737161373705 +1.0722494972451573 +-0.07434570959601206 +0.405111626124089 +0.03259258883441496 +1.4009859373666533 +-1.9238655083920904 +1.8495475438117426 +-0.718734929829133 +1.473351913327697 +0.784275778555716 +1.470164058325878 +0.24707188612169229 +0.27884490763006387 +0.711911572269333 +0.5841626482761453 +2.5770238713770777 +-1.4318373067728816 +1.184306910201206 +-1.040986662364571 +-0.34469981744320455 +1.8509929343132259 +-0.2342152308706209 +0.7396007960905451 +-0.7799764231381046 +0.837103486679458 +0.4117863624730953 +-0.3480361801942238 +-0.6196889083151178 +0.36482531417897535 +1.4267752200492296 +0.6051100498403873 +2.0601419905721623 +-0.9503593856108319 +0.6538081656939974 +-0.38336870516672117 +0.27477091682599153 +-0.9709582762764222 +-0.4273041269269091 +-0.8014549267064264 +-0.9294755324147239 +1.5367608744013992 +-1.3060762718236782 +-1.263189511628379 +-1.1805408629158047 +0.6394394901678965 +0.34641694680647706 +0.5790634877750668 +0.909940634683198 +-1.4437419622270307 +-1.6190820014003418 +0.6151408970251356 +-0.07708811612256938 +-0.4715167105116411 +-0.1317738629838885 +1.469687007109643 +-0.12002982072458446 +1.1631820612950492 +-0.2297105856285595 +1.3358372513514727 +-0.9703622441434625 +-0.30614546315301383 +0.03585103072413798 +1.0091993845631317 +-0.6422143117338746 +-2.094214437930025 +0.7542786648128184 +-0.7048017180586765 +0.9840401062916524 +0.31138765117370915 +0.37440904589263624 +0.06799718027313695 +-0.8160927933026478 +-0.3158415694427681 +-0.7557384617038778 +0.09189121227631047 +-1.4602154310701865 +0.11253761349019342 +1.4536380034270666 +-0.6604976319912741 +1.171130424910445 +2.0261505726308022 +-1.3491576487273926 +1.4308640000835753 +-0.9404470416799708 +-0.43655219597914807 +-0.050144025546999815 +0.006952338171228423 +-0.6315858030041976 +1.1527872843128968 +-1.617067747502178 +-0.8142245774559296 +0.22811611156929779 +2.0522925072256215 +-0.533006903851241 +-0.9716823641660182 +-1.2902707743240707 +-0.6782731750781839 +-0.2508594981600989 +-1.3777273043469203 +-1.2417155541026306 +1.1333214971272116 +0.4840322547895831 +0.038334985145443534 +0.09841940788019232 +-0.6498067070858917 +-1.070059308148739 +1.2824333036927387 +-0.8728281562713884 +0.0030849153500829285 +0.9330768542341046 +0.19939839825395023 +0.5580214016155288 +0.35443711447009496 +1.0926867704245744 +-0.23711505444295433 +0.16522723583794519 +-0.197267575067267 +2.2884846649638244 +0.3334464319634234 +-0.5825326569422944 +0.6310026043661511 +-1.4209968300031566 +-0.9294755324147239 +-0.21131323571216964 +-1.3403253538045385 +0.8629188970896433 +-1.5842195940878598 +-0.3225615544662914 +1.6576217137154847 +0.47407601200590077 +0.824693744867 +-0.6380935801675507 +0.914711125761725 +0.8677455195505928 +2.16645598314996 +-0.1499587413422565 +-0.40691344717498024 +0.03585103072413798 +-1.2674335781796593 +1.480427115794356 +0.36135594598150034 +-0.8467931703292799 +-0.07156669233939139 +-1.2674335131819054 +0.23564024340134226 +-0.62056605148775 +1.3586745148364572 +-1.0621675524005711 +0.8719063231259168 +1.5409948998102312 +-0.3436114839625499 +1.6469360786274474 +-0.16714112617077737 +-0.1474641996704127 +0.07603761789935004 +1.0330275950554964 +-1.1392697591525462 +0.6987598516222946 +-0.006589273745136959 +0.4772567427830512 +1.7325284660551576 +-0.09438152942679756 +0.5405148059859597 +-0.1361538325410676 +1.7070988043562774 +1.7334218869670461 +-0.8597495391570975 +2.300947809220888 +0.6339022120263288 +-1.2503692319137434 +-2.3239332708662763 +0.5295405401116776 +-0.950199691751286 +-0.0462628766575186 +-1.3700337592318932 +0.9656164270725207 +0.24676463740077015 +1.0570973206820957 +-1.4327985061255832 +0.24547523711543984 +-0.5218958710247348 +0.24361151336482623 +0.22089088374258048 +-1.340926849246272 +-1.0842915257744772 +-0.8963776124875431 +0.14613879550523 +-0.7498175761937511 +-2.0426598956855475 +-1.91904400762097 +-1.0572980407584418 +-0.1730318987548729 +0.6395312917196369 +-0.5895113798763967 +1.3317985050717638 +0.707454342284285 +1.8852045526546477 +-0.4104770490395624 +-0.7461910679434713 +-0.6514954784784586 +0.9313983501320755 +1.4419599261574914 +0.8105998810463824 +1.0004535958209553 +-0.47047414376508256 +-0.6050322425853414 +0.3673572723415126 +-0.2099296363969636 +-0.5926703402940523 +0.7892420447228041 +0.42021219866789483 +0.2444819563671461 +-0.10720687143318841 +1.3363164843441127 +-0.12437450019349261 +0.7468770227209767 +-0.5628847815272484 +0.4544399647501103 +-0.6014964782821699 +-0.5926703402940523 +-0.785171372662893 +0.30861303359218395 +0.38671651985955124 +-0.7312777424619392 +-0.5868069623372518 +-0.3061967274901063 +0.5440423100574338 +0.40269775237157346 +-1.2635517583459048 +0.04363291306385575 +0.8207879652381853 +0.06443997867985485 +0.8605598113887907 +-0.22699185721670045 +0.5163355487930268 +0.49269475965536325 +0.5987555332460334 +0.48313877625540846 +1.896919306036086 +-0.7364001975559455 +-0.27910423517784855 +0.5509399632614544 +-0.41292881265501546 +-0.5723085349521921 +-0.5310139333952344 +1.4278283348750824 +-1.477597359693707 +-0.30114663842200584 +-0.928292004612687 +1.1744846539562372 +0.004006776422281755 +-0.7048953007703356 +0.010393932172036102 +0.6212648788745284 +1.1443647623544333 +0.2624774033024675 +0.4247714583450978 +-0.37722461732756596 +-1.0926940871953574 +-0.01301527749098752 +0.4586952846513471 +1.3703840311839457 +0.6960632246132327 +-0.7838809156905491 +0.298136175964839 +-0.4570703741121849 +-0.9579514234278586 +0.06179873062460195 +-0.1911396749119343 +-1.3382355813118556 +0.18700963670696558 +-0.6133514354452254 +-0.0738183587861887 +0.7842683743902923 +0.06340444790419819 +-0.44921661048991957 +1.8687455245163855 +-0.6072531419137515 +0.874942518916222 +-0.10678533308971838 +0.4314925169780114 +-0.2617005378283741 +0.310159410640079 +0.6691269694597618 +-0.29521805451282757 +-0.8200284700008673 +-0.5799706327615874 +1.1736410900580314 +-0.15101656659073148 +0.3041312853559123 +-1.8779546288391868 +-0.12676491569773796 +1.3338954029974799 +-0.8261966263328122 +-1.567144366916787 +0.6238742385750453 +1.1176853639698854 +0.07893546032283272 +0.48986478610287865 +-0.7574193422390825 +-0.43885446889704394 +1.0681876612805339 +-1.4082002777058027 +-0.7458835197279758 +-0.5717773076649564 +-0.9361805512747194 +0.28998363820813633 +0.27286384315564827 +-0.6118855117428257 +-0.10770549287230557 +-0.23759196597116805 +0.2073762731686577 +-0.0471527615410976 +1.0973366202477666 +-0.6879907934453586 +-0.630340972337047 +0.44855433273575185 +0.14786359165096497 +-0.3306041017772394 +0.40495145443775216 +-0.9567332863753579 +1.1523574220744122 +0.6192214597369513 +1.6220626212692797 +-0.33169173718849443 +0.8429689732145939 +-0.27865866345943613 +-0.45480891505985643 +0.10569794015879719 +-0.8613743482570135 +1.488053833797963 +0.22946421876930279 +0.014614209087921104 +-0.28518071501096 +-2.234838859620046 +0.35346537625558827 +-0.9716431963286789 +-0.5218958710247348 +-1.09254902625625 +-0.821742220660437 +0.9052472373488868 +1.241082978700057 +0.8025673341817218 +1.8851447964221166 +0.08287039948960362 +0.8979019283375012 +0.7087953719824317 +-0.8431169102869709 +1.7241649842869076 +0.5840506235024122 +-0.7917654171092936 +0.4675306769428582 +0.07755470964049183 +0.3408419844232078 +1.2370760215143972 +0.6093881719835839 +0.9483563133499356 +-0.9207102695008089 +-0.5118181594375646 +-0.1258408144892531 +0.6331989619287721 +0.21342478256104935 +-0.4510711745231655 +-0.49427797332995804 +0.9840401062916524 +0.49010285660200126 +0.021019714869854322 +-0.5729142538778011 +0.01834807758809842 +-1.1234889995004722 +-0.10815844442327172 +0.3134780212654973 +-0.9641185103287344 +0.6107836942903593 +-0.5317845028941097 +0.6725912899360412 +0.5434954714950826 +-1.116793354046084 +-0.04101502991147288 +-0.6427233604929443 +-0.057105912042485274 +-1.2844361829456061 +-0.645714672261676 +0.9152630409392649 +0.28133907361993715 +-1.12102650506049 +-1.6696182397914505 +2.1922161357226453 +-0.6646922800320947 +-0.6629657624867467 +0.3273075033269809 +-1.3103966930268798 +-0.25123687540129214 +0.460576455993984 +2.1388425964003135 +1.3343005048102257 +0.18272169808787075 +-0.13347410677958793 +0.7304498880316515 +0.7484060102507095 +-0.9878939615339357 +-0.2526032792002242 +1.5346976199048101 +-0.12155360575469065 +-1.1549475957715516 +0.3394583278293526 +-0.6682455637351585 +0.983626163481912 +-0.6774528252909149 +2.966915076992704 +-0.5055341694043023 +-0.5158465910754233 +0.7421376346450582 +0.5439461867097255 +0.8462896300769106 +1.0481160120630344 +-0.8551486532814851 +1.0288762618281573 +0.16434047449135059 +0.9435951531075305 +-1.2059316712491253 +-0.37545382811344763 +-0.22082364117023934 +-0.21452346129132915 +0.24289206696887544 +-0.47297012911264136 +-0.09684528941561621 +-0.9953661665507165 +-0.1426265688404782 +-1.6938841577977586 +0.9302696541364369 +1.1302047999475573 +-1.2363109928131983 +0.204784660413182 +1.1074582143154394 +-0.9016647359977394 +0.520209966107334 +-0.7805691569607798 +-0.1258408144892531 +-0.6682451905504607 +1.4325224149490774 +1.8341738538663015 +1.352888228394084 +0.4265191081990084 +0.9467200546903904 +0.18430078562771235 +0.07538835715072478 +-1.112862858533656 +0.7556992420616184 +-1.2152289837713872 +-0.7237645922709435 +0.40009927551926894 +3.212868151214103 +-0.6060222514139417 +0.40574323200901985 +0.11121352367284243 +0.020260950434217273 +0.2237065903474944 +-0.533006903851241 +0.45575197655942223 +-0.5648366728542935 +0.35636228302599215 +-0.5972142257171409 +1.1750074083871616 +-0.24692121427690306 +-1.1723894031376072 +-0.1318367542398693 +1.3628328070647318 +0.3607148545018971 +-0.7462604916379254 +-1.0574943636395733 +-0.16775644686736846 +1.19532277085991 +-0.1318367542398693 +-0.9157611810019715 +1.3163495677755588 +-0.0028077852282590854 +-1.768944771542524 +0.01670949715265735 +-0.8913289619281377 +-0.7656673344020755 +0.34655654119015156 +-0.053422926055219255 +1.2667838425687776 +1.2921598562674506 +-0.844570242913945 +0.3265592485919665 +-1.1603712252772516 +-0.10391366473491548 +0.5698143283782232 +-0.9674386007671911 +0.4702411733401217 +-0.733151794354743 +0.5800302414811477 +0.5564667634343885 +-1.1981321310754325 +0.9281636123076851 +-0.16495786112583954 +2.286902984568945 +-0.17544338535911508 +-0.3379801441108088 +-0.6992830206628737 +-0.858733752190036 +1.2360788388054018 +-0.22388258294599872 +-1.3929629395833159 +-0.789161406694797 +0.6138014662896637 +-0.25132536458783106 +1.5615397496455037 +-0.08987838859010178 +0.3919503039521217 +-0.9070811307017799 +1.5333660071467774 +-0.11884008614112784 +0.904599740113336 +-0.6443660502946975 +0.7884042553920971 +-1.0602368114729566 +2.149212704187032 +1.0886895430303603 +-0.49251134155355425 +-0.7667996996389168 +-0.8654988116055717 +-1.0938201194775057 +0.12005053203251403 +-0.5627390610915597 +0.9433930042275961 +-0.2387349376450696 +0.8324061123641806 +-0.8789040051212269 +0.7275604084373066 +-0.6498067070858917 +0.5483752433727216 +0.08346240614251377 +-2.0433834069028793 +0.5483801947251088 +0.4146388887413852 +-0.49675020732571107 +1.3867262582280753 +1.3523825610862825 +-0.06512825618016516 +1.2693503211062915 +1.283045214520423 +-0.2139224733962679 +-1.460625248571688 +1.7521942558921957 +-1.0271666738584448 +-0.6490061232612634 +0.24363869479888378 +-0.2540874948431926 +-1.1824659082548865 +0.08496161436202376 +1.6399804289570583 +-0.9144560657825207 +0.2506021896044739 +-0.2241735577464099 +-0.8160927933026478 +0.07570443894735845 +0.3212763794871163 +1.481161025395691 +-0.8440313225711447 +0.20522824620954871 +0.9968419016501094 +1.552315903932742 +-0.07642656715755947 +0.44713956220453643 +0.47312795351619796 +0.27002187803344024 +-0.5083617040966404 +1.1804509184178553 +1.1527271809294288 +0.2410181234887383 +-0.4850920727492165 +-0.663373165877646 +0.08195926440805712 +-0.5235271928388376 +-1.7521966564670293 +0.30640804277849487 +0.09817933012780244 +-0.5095348142371596 +2.4488512903898467 +0.3685878826734176 +0.8124872577542795 +1.9322228596698388 +-1.3560802119806001 +-0.6530122960133096 +-0.6782731750781839 +-0.6218256453752351 +0.6162206364051243 +-0.4828568290049944 +1.6365553542322058 +-0.42034046006714165 +-0.13222641550369718 +2.1951116840211755 +-0.20453966345465302 +-0.3627361729636771 +0.04802606590175884 +-0.8560902011802001 +1.3170864508452838 +0.5073164999045923 +0.03971780582447093 +0.2736285722832825 +-0.1882097573764101 +-0.9703622441434625 +0.3601348387125144 +-1.5748322426608072 +1.1045964220650126 +0.8331581683469925 +0.5769845731876786 +-0.6969050634543457 +-0.6296041382682527 +0.27477091682599153 +-1.2258731178461462 +-0.13843783064515702 +1.3005394644010595 +0.6988057931304765 +-0.012429921910748876 +-0.9943220526433629 +0.7413482222317814 +0.8129690178499434 +-1.1402264331912613 +0.8713098712088485 +0.8988607706573595 +-0.4856249380143449 +-1.2689008096355452 +0.8676954697676149 +0.9034940826044057 +-0.07026266660114544 +2.63539210229961 +1.014074763393753 +-0.7472175100232565 +1.3941793646340492 +-0.02613320564604149 +-1.103786707344268 +-0.6014964782821699 +-1.2461925343010751 +0.933336191776301 +-1.5090737751922982 +-1.657642229033459 +-1.5703600634285708 +1.0552198226580745 +-0.016366726621795502 +2.4644257781993835 +0.39977585766606816 +1.6461154440939918 +0.19491602446929135 +2.814521297170912 +1.1645337742554442 +0.6377438248487615 +0.6304442462571621 +0.41107881921986567 +0.22729903503801352 +0.20207732316095517 +0.2912568593102296 +0.2352974090082105 +1.152377346369702 +-0.5078752178597936 +-0.6386479433629431 +2.5309206041357664 +-0.39815050526772255 +-0.31022770347086803 +1.558676550197248 +-0.27546293763815566 +-0.08629404185258549 +-0.7370590126504521 +-0.9018215970687637 +0.5783138812897235 +1.152981939953944 +-0.6454746742731878 +0.33500770979963257 +-0.9036210115395722 +0.8176675135702778 +-0.9028016526933671 +-1.2674335781796593 +2.0431213532019865 +0.1322428236265618 +0.8319681364708057 +-0.16374171259506198 +0.16434047449135059 +1.0980680674641918 +-1.1234889995004722 +0.8296608116087949 +0.7458552872546186 +0.7462701119051366 +0.3019402784427422 +0.46622393477886614 +-1.4706049672908215 +0.2593889848856281 +-0.010534741406410086 +-1.2537159502231443 +0.7585857207499107 +-0.19044849127977392 +-1.2109439779109668 +-1.4349470029189972 +0.37943295906813546 +0.02686708480984601 +-0.513324411508753 +-0.5310139333952344 +-0.4949433486952999 +0.07394027518214208 +-2.167807566746281 +0.5189908146587289 +0.46942789858278233 +2.61242072682428 +0.404351928134313 +-0.44698380552966355 +-1.1281840952936761 +0.6266776981457982 +-0.9050479141191903 +-0.7448176537983229 +-0.2972305140417415 +1.7404705396107474 +0.827345654886346 +-0.42736123430611683 +1.3288423339900546 +1.0268670872832621 +0.2916728355970253 +1.9856779912420972 +0.034726245430241276 +-0.7072891873558793 +-0.26516627981218055 +-0.023302712357086586 +1.0777118981135854 +0.517928121993934 +0.8914751504618059 +-1.2251165228436598 +-0.6778709314789548 +-0.08651914441385045 +-0.1705797715442816 +0.9586362823234365 +0.7589832960872054 +0.7331077441057259 +0.6706280278221236 +-0.5134501169896417 +-0.28645848544061114 +-0.5082639395416051 +1.7167548839996027 +-0.152186948750348 +1.330851767391178 +0.36145407529829965 +1.0662923211236615 +1.0175903690581745 +0.9908820342504712 +-1.0178137013048563 +-0.4864232664074526 +0.6681528210736716 +-0.6514515851946265 +-0.7846274313800268 +-0.2544230725134311 +-0.28773200914470354 +-0.007685625623764736 +-0.6909564292134371 +1.0714072447558078 +0.2518153406992063 +-0.6235212036251869 +-0.336572899210964 +-0.415534188514594 +-0.20168256464363332 +0.6933025344120405 +-1.6019568217847784 +0.7541193789325475 +-1.0562109086009772 +-0.6244327858265322 +-1.334251980464959 +-1.3731555547089638 +0.4279199123944952 +-1.0449832382154312 +-0.4453637883553634 +-0.6847311125227644 +-0.8368991300028252 +2.089519748533749 +1.7183676674788335 +-0.7908045748017254 +1.029520671280008 +-0.8600432785218022 +-0.8184801856079837 +-1.061213787032683 +0.6467603262457631 +-0.841220186360534 +0.6054430593158715 +0.3457439931770514 +-0.5218958710247348 +1.7564177645286736 +-1.1609114764736073 +1.120157795811738 +0.6435383827244952 +0.9587827223957305 +1.1477651276855758 +-0.9375939747148645 +-1.2957577617593246 +0.009879266357981864 +2.073415045929102 +-0.987071984032414 +-0.5868069623372518 +1.0047614477327702 +0.7943735994928246 +-1.0910225479106996 +0.06917491255843666 +1.3981988912449732 +1.05663721543628 +1.507991768861249 +-0.7554385348381047 +-1.2649692313580063 +-0.30018215115293234 +0.7908880963034798 +0.1054659255644641 +-1.4476494684724521 +-0.5741756662028215 +-0.38767392195554407 +2.4463024194929748 +0.990302614420352 +-0.9853592159961742 +-0.9058627137597934 +0.08492221998455718 +-0.49503245463380674 +0.3281477404391754 +-1.0107148879548573 +-0.8540114185302632 +-1.346124924144248 +0.24027284597400245 +-0.8653726767106695 +1.0527338957383794 +0.6820108634433275 +0.9222352762740782 +-0.8913870635712109 +-0.4730298930567376 +1.2229842558104276 +0.35409568734093244 +1.468343736267325 +-0.9730287728168765 +0.4384618362665965 +0.9172594708780222 +0.12071565532776418 +-0.45489664688754683 +1.4693423342837244 +-0.3301035707739537 +0.25963363238537585 +0.7043111424082446 +-0.5981736187425957 +-0.5842945562888906 +0.06817338121411831 +0.16711056277270786 +-0.9441526053308191 +-0.5923240792365989 +-0.9426636063713061 +0.4453088456492299 +0.4356454409325522 +1.0152155943679386 +-0.6037399197402562 +0.9114332460599719 +-0.20759300578883932 +-1.3153198399315662 +0.2220564882025735 +-0.734653224879962 +1.33605789081761 +0.2171388903748699 +-1.567144366916787 +-0.4185488271044997 +-0.7884351755386083 +0.2562633540996111 +-0.9583156068047751 +0.31765522406416735 +-0.35243659254723303 +-0.8326711296244262 +0.5548902324696794 +0.8303147546041767 +0.33593184035478096 +-0.2755479395850007 +-0.8281673836602366 +-1.347484877873422 +-0.8047579095901347 +0.32805935885815873 +0.11082450316177828 +-0.38496548867550673 +-0.7226624000711868 +-0.00800866087904506 +0.7477394524951132 +0.05017418939828944 +1.8004782371119967 +1.4609745018028377 +-0.6782731750781839 +-0.34341568651219223 +0.38741422114222823 +0.1298287931363573 +-1.691493951417797 +0.9146820954292871 +1.188516980856769 +0.5236494333261057 +-1.2316040867694156 +-0.9582738608873944 +0.2899853237221841 +-0.09095597647580145 +-0.2356082549010472 +0.19993074197113714 +1.3344911943118398 +-1.2243469460288416 +0.6769070086072895 +-0.020646108272663888 +-0.4048953930059829 +0.9885857295548395 +-0.6287378151740846 +-1.3440655121146632 +-0.3719034590756298 +1.454985046594531 +-0.751560358847879 +-0.5773677232953691 +-0.09438152942679756 +1.766405893380278 +-0.18977140943701332 +-1.6190820014003418 +-0.6014647568054703 +-0.6496699961661385 +0.9815164390748345 +0.27460273726088114 +-0.8920728695713147 +0.6231424751086528 +1.6117469299868656 +0.25745564226560846 +0.3968059318377285 +2.540446024100958 +0.9382447547763448 +0.6310398112416054 +-0.10631216141114641 +-1.216026183998593 +-0.8789190309687402 +-0.32488988751191017 +-0.3514939010165474 +0.29363749867063205 +-0.8757921324019353 +-1.352740039421875 +-0.43094643896584683 +-0.6965461049498856 +-0.01606156459690311 +0.4533680625129267 +0.23529566312281047 +2.2240848021420576 +-0.21599290352741396 +-1.055891801013157 +0.32584188172948136 +-1.703822920599023 +-1.6256265307364837 +1.9175898836503018 +0.21931066161971757 +-0.6256030990134416 +1.4817292079948896 +-0.8537447970381886 +0.3018563978336366 +0.16581914476784276 +0.4686110652185278 +0.9594489384164792 +-0.9294755324147239 +-0.7076687109132487 +-0.6260313617838131 +-0.60932954912159 +1.47344594755819 +1.513522318552223 +0.2587487141855478 +-0.7499052733690958 +1.641910803022666 +-0.5539941398006483 +0.25122610701814163 +-1.4091232914436151 +0.304667925291243 +0.5194965428243492 +-1.1549475957715516 +0.014614209087921104 +-0.32928641002687287 +-0.2639800588305341 +-1.5084720551127826 +1.5338667910440382 +0.4112007334687138 +1.7491219780441614 +-0.8733738716439579 +1.7146562928676152 +-1.1740018343199612 +0.49629494627288007 +0.650374315696695 +1.0031086972613505 +0.1829842568173743 +-0.11139895443076075 +0.4300584670293488 +1.28268060205713 +0.5504138098650525 +-0.3673573425564547 +-0.613592206757055 +-0.4047596715789805 +0.3036418571244577 +0.8598424878231206 +1.409613409320184 +0.09472788981846247 +-0.2342152308706209 +-0.9248492139514481 +1.7133296665498414 +-0.7014280162741706 +0.6353330009823763 +2.488360123916374 +0.3141750123103739 +1.1915800637533331 +-0.19363451992477354 +0.9654108559188445 +-0.1914374430170458 +-0.6118453218505626 +0.4472586165637662 +1.0025322118512636 +1.7961446694339336 +1.0839839639029278 +0.30689151213930277 +0.3837863813891672 +0.6193306070576052 +-0.6927636741335033 +-1.6592234734003113 +-0.6782731750781839 +-0.6540998594000194 +1.9966782805488592 +-0.8789190309687402 +0.2847860187205473 +-0.7016679462773081 +0.8407500796969077 +-0.16359573824705964 +-0.5025105711896483 +1.288931198733555 +0.9284522978299288 +0.12454279139225122 +0.3230613016525119 +-0.13029671113114882 +-1.0558806167932402 +1.2099805792003702 +-0.7514171984430784 +1.1299912172344362 +0.5318410687632444 +-1.3818100868538492 +-0.15501216080527058 +0.6397066630015339 +0.07374468435666426 +1.1374495781435208 +1.164844142373915 +0.5505363582768649 +1.6247399077234999 +-0.6489065870694937 +-0.8842899529920238 +0.8848855686363379 +-0.2755479395850007 +2.0292039901615566 +0.19381695074325722 +0.2432681445260927 +1.0523507878455733 +0.46677216779325703 +-1.1953027133064564 +-0.7967318869375455 +0.41158023305436653 +-0.8559302287899353 +-1.7673551090590163 +1.9287218292265238 +1.9601444603487614 +-0.4507585440370161 +0.42041428398258085 +1.6690423704531097 +0.7291843105736434 +-0.058080039410201234 +-0.5615780680332341 +-0.12474444268999729 +-0.20101499945396273 +-1.2302634889320725 +-0.1958414373257027 +-0.531822820076882 +-1.2803583656318946 +0.8206148138091335 +-1.5385637104050964 +-0.7727601164263813 +0.44003167217208927 +2.7259758551517326 +-0.13432351138515686 +1.1785980441851236 +-2.2786549032177215 +2.245571174420902 +-0.4525798134470185 +0.11229910546038191 +-0.9546408838354767 +0.07287562202900277 +-0.8626525808473131 +-0.7942109627643306 +-1.869036308830803 +0.3600833084160797 +1.9388374567299902 +1.0631374202218067 +-0.6214402042685097 +-0.23744057952230913 +0.37153714904420787 +0.25112422039559923 +1.3368028073481237 +1.4105209441731354 +0.19741759222185307 +0.008874292579646559 +0.5957499999173834 +-0.9555108469445508 +0.8478460715331773 +-0.11756182758982958 +-0.04461643761214673 +0.2611718198503883 +0.49010285660200126 +0.37725841315038067 +0.8226342208768673 +0.32541077110243055 +0.8346429949981611 +-0.14908159523773135 +1.0346937862902839 +-0.16346658704048278 +0.4702052288920392 +1.250352360940866 +1.8943853299568936E-4 +-0.6655305253075021 +0.43906983719182535 +0.5073164999045923 +1.0729909654352396 +0.30649377233683284 +0.607560010827883 +1.0596304059542667 +-0.035911500726316214 +1.7514265493270023 +-0.7388434921983791 +-0.9157611810019715 +0.6528982603401086 +-0.9073187937204183 +2.061910841794963 +-0.12155360575469065 +-0.7035400269094718 +0.20263962911511846 +0.7966263912975566 +0.6156000217725883 +2.240138086333645 +0.7855459462584609 +-0.15255401278625835 +-0.8913289619281377 +-0.3753325648063486 +1.7202187356271965 +-0.9327185148652228 +0.2756158387829396 +-1.1778542064101813 +0.5975338596363245 +-0.3906177193976943 +-0.38975685308757146 +-1.1259077803192108 +1.6434016974653138 +0.8971499843815173 +0.70842534808864 +-0.05033345209727047 +-0.8217163033612125 +-0.1258568978122836 +0.2578719624368906 +0.8375157716375864 +-0.40004232551577146 +-0.9127402313309552 +0.017986673116699103 +0.8175102027644015 +-1.16081465805128 +-1.1622526118823666 +0.20939480026680202 +-0.7965670328287109 +0.2482364364749292 +0.8671062355287185 +-0.48924176625894256 +-0.7614237060098219 +0.8702826653172979 +-0.1674083936148878 +1.1593621536958683 +0.18115437077239016 +0.6493638272516608 +1.5157879986098102 +0.7154961585673967 +1.1923783182034315 +0.32108837708130045 +-0.4965761952065457 +-0.995149441695165 +-0.38619934862889216 +1.8942778123508073 +-0.7493082910992124 diff --git a/updateDependencies.sh b/updateDependencies.sh new file mode 100755 index 0000000..c7f494d --- /dev/null +++ b/updateDependencies.sh @@ -0,0 +1,3 @@ +#!/bin/bash + +./gradlew dependencies --update-locks '*:*'