Index

A

add_best_feature_set() (xai_compare.comparisons.feature_selection.FeatureSelection method)

apply() (xai_compare.comparisons.consistency.Consistency method) (xai_compare.comparisons.feature_selection.FeatureSelection method)

B

best_result() (xai_compare.comparisons.feature_selection.FeatureSelection method)

C

choose_best_feature_set() (xai_compare.comparisons.feature_selection.FeatureSelection method) choose_explainer() (xai_compare.explainers.shap_wrapper.SHAP method) Comparison (class in xai_compare.abstract.comparison) ComparisonFactory (class in xai_compare.factories.factory) Consistency (class in xai_compare.comparisons.consistency)

consistency_measurement() (xai_compare.comparisons.consistency.Consistency method) create() (xai_compare.factories.factory.ComparisonFactory method) (xai_compare.factories.factory.ExplainerFactory method) create_list_explainers() (xai_compare.abstract.comparison.Comparison method) (xai_compare.comparisons.consistency.Consistency method) (xai_compare.comparisons.feature_selection.FeatureSelection method)

D

display() (xai_compare.comparisons.consistency.Consistency method) (xai_compare.comparisons.feature_selection.FeatureSelection method)

E

evaluate_explainer() (xai_compare.comparisons.feature_selection.FeatureSelection method) evaluate_models() (xai_compare.comparisons.feature_selection.FeatureSelection static method) explain_global() (xai_compare.abstract.explainer.Explainer method) (xai_compare.explainers.lime_wrapper.LIME method) (xai_compare.explainers.permutation_wrapper.Permutations method) (xai_compare.explainers.shap_wrapper.SHAP method)

explain_local() (xai_compare.abstract.explainer.Explainer method) (xai_compare.explainers.lime_wrapper.LIME method) (xai_compare.explainers.permutation_wrapper.Permutations method) (xai_compare.explainers.shap_wrapper.SHAP method) Explainer (class in xai_compare.abstract.explainer) ExplainerFactory (class in xai_compare.factories.factory)

F

FeatureSelection (class in xai_compare.comparisons.feature_selection)

G

get_feature_elimination_results() (xai_compare.comparisons.feature_selection.FeatureSelection method)

L

LIME (class in xai_compare.explainers.lime_wrapper)

M

module xai_compare.abstract.comparison xai_compare.abstract.explainer xai_compare.comparisons.consistency xai_compare.comparisons.feature_selection xai_compare.explainers.lime_wrapper xai_compare.explainers.permutation_wrapper xai_compare.explainers.shap_wrapper xai_compare.factories.factory

P

Permutations (class in xai_compare.explainers.permutation_wrapper)

plot_feature_selection_outcomes() (xai_compare.comparisons.feature_selection.FeatureSelection method)

S

SHAP (class in xai_compare.explainers.shap_wrapper)

T

train_test_val() (xai_compare.comparisons.feature_selection.FeatureSelection method)

V

visualize_consistency() (xai_compare.comparisons.consistency.Consistency method)

X

xai_compare.abstract.comparison module xai_compare.abstract.explainer module xai_compare.comparisons.consistency module xai_compare.comparisons.feature_selection module

xai_compare.explainers.lime_wrapper module xai_compare.explainers.permutation_wrapper module xai_compare.explainers.shap_wrapper module xai_compare.factories.factory module