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_transformers
imodels.importance.block_transformers_ys
imodels.importance.local_stumps
imodels.importance.mdi_plus
imodels.importance.ppms
imodels.importance.ranking_stability
imodels.importance.rf_plus