Feature importance methods for black box models
Expand source code
"""
Feature importance methods for black box models
"""
# from imodels.tree.rf_plus.rf_plus import RandomForestPlusRegressor, RandomForestPlusClassifier
# from imodels.tree.rf_plus.mdi_plus import ForestMDIPlus, TreeMDIPlus
# from imodels.tree.rf_plus.ppms.ppms import GenericRegressorPPM, GenericClassifierPPM, \
# GlmRegressorPPM, GlmClassifierPPM, RidgeRegressorPPM, RidgeClassifierPPM, \
# LogisticClassifierPPM, RobustRegressorPPM, LassoRegressorPPM
# from imodels.tree.rf_plus.data_transformations.block_transformers import IdentityTransformer, TreeTransformer, \
# CompositeTransformer, MDIPlusDefaultTransformer
Sub-modules
imodels.tree.rf_plus.data_transformationsimodels.tree.rf_plus.feature_importanceimodels.tree.rf_plus.rf_plus