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README.md

Forest Type Mapping


Problem Statement

Given a set of features, classify whether the corresponding region is one of the following forest types

  1. s : Sugi forest
  2. h : Hinoki forest
  3. d : Mixed deciduous forest
  4. o : Other non-forest land

TL;DR

  • Explore the dataset
  • Perform feature engineering
  • Train a Decision Tree Classifier using cross-validation
  • Train an SVM Classifier using cross-validation
  • Compare the accuracy scores of the two models
  • Comment on Accuracy vs. Interpretability

Code : Forest-Type-Mapping.ipynb