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models.json
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79 lines (79 loc) · 2.21 KB
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{
"CART": {
"smile.cart.max.depth": "20",
"smile.cart.node.size": "20",
"smile.cart.max.nodes": "20",
"smile.cart.split.rule": "GINI"
},
"LOGISTIC": {
"smile.logistic.max.iterations": "250",
"smile.logistic.tolerance": "0.001",
"smile.logistic.lambda": "0.01"
},
"KNN": {
"knn.k": "7"
},
"LDA": {
"smile.lda.tolerance": "1.0E-3"
},
"FISHER": {
"smile.fld.tolerance": "0.0001"
},
"QDA": {
"smile.qda.tolerance": "1.0E-3"
},
"RDA": {
"smile.rda.alpha": "0.1",
"smile.rda.tolerance": "0.0001"
},
"SVM": {
"svm.tol": "0.001",
"svm.C": "15"
},
"RANDOMFOREST": {
"smile.random.forest.sample.rate": "0.5",
"smile.random.forest.max.nodes": "50",
"smile.random.forest.node.size": "1",
"smile.random.forest.trees": "50",
"smile.random.forest.max.depth": "20",
"smile.random.forest.mtry": "0",
"smile.random.forest.split.rule": "GINI"
},
"GBM": {
"smile.gbt.shrinkage": "0.1",
"smile.gbt.sample.rate": "0.8",
"smile.gbt.node.size": "12",
"smile.gbt.max.nodes": "20",
"smile.gbt.max.depth": "30",
"smile.gbt.trees": "50"
},
"ADABOOST": {
"smile.adaboost.node.size": "1",
"smile.adaboost.trees": "50",
"smile.adaboost.max.depth": "20",
"smile.adaboost.max.nodes": "6"
},
"ONE_LAYER_MLP": {
"smile.mlp.onelayer.epsilon": "0.0004",
"smile.mlp.onelayer.endLearningRate": "0.01",
"smile.mlp.onelayer.momentum": "0.00005",
"smile.mlp.onelayer.weightDecay": "0.00005",
"smile.mlp.onelayer.epochs": "500",
"smile.mlp.onelayer.initialLearninRate": "0.01",
"smile.mlp.onelayer.rho": "0.00005",
"smile.mlp.onelayer.learningRateDecay": "500.0",
"smile.mlp.onelayer.neurons": "10"
},
"TWO_LAYER_MLP": {
"smile.mlp.twolayer.epsilon": "0.0001",
"smile.mlp.twolayer.endLearningRate": "0.01",
"smile.mlp.twolayer.learningRateDecay": "500.0",
"smile.mlp.twolayer.first_layer": "12",
"smile.mlp.twolayer.momentum": "0.00005",
"smile.mlp.twolayer.epochs": "800",
"smile.mlp.twolayer.rho": "0.00005",
"smile.mlp.twolayer.initialLearninRate": "0.01",
"smile.mlp.twolayer.second_layer": "8",
"smile.mlp.twolayer.weightDecay": "0.00005"
}
}