Feature importance methods for black box models
Expand source code
"""
Feature importance methods for black box models
"""
from .rf_plus import RandomForestPlusRegressor, RandomForestPlusClassifier
from .mdi_plus import ForestMDIPlus, TreeMDIPlus
from .ppms import GenericRegressorPPM, GenericClassifierPPM, \
GlmRegressorPPM, GlmClassifierPPM, RidgeRegressorPPM, RidgeClassifierPPM, \
LogisticClassifierPPM, RobustRegressorPPM, LassoRegressorPPM
from .block_transformers import IdentityTransformer, TreeTransformer, \
CompositeTransformer, MDIPlusDefaultTransformer
Sub-modules
imodels.importance.block_transformersimodels.importance.block_transformers_ysimodels.importance.local_stumpsimodels.importance.mdi_plusimodels.importance.ppmsimodels.importance.ranking_stabilityimodels.importance.rf_plus