Index

_

_fitness (itea.classification.ITExpr_classifier attribute) (itea.regression.ITExpr_regressor attribute)

A

autoreport() (itea.inspection.ITEA_summarizer method)

average_partial_effects() (itea.inspection.ITExpr_explainer method)

B

BaseITEA (class in itea._base) BaseITExpr (class in itea._base)

bestsol_ (itea.classification.ITEA_classifier attribute) (itea.regression.ITEA_regressor attribute)

C

classes_ (itea.classification.ITEA_classifier attribute) (itea.classification.ITExpr_classifier attribute) coef_ (itea.classification.ITExpr_classifier attribute) (itea.regression.ITExpr_regressor attribute) complexity() (itea._base.BaseITExpr method)

convergence_ (itea.classification.ITEA_classifier attribute) (itea.regression.ITEA_regressor attribute) covariance_matrix() (itea._base.BaseITExpr method) (itea.classification.ITExpr_classifier method) (itea.regression.ITExpr_regressor method)

D

derivatives_to_latex() (itea.inspection.ITExpr_texifier static method)

E

exectime_ (itea.classification.ITEA_classifier attribute) (itea.regression.ITEA_regressor attribute)

F

fit() (itea._base.BaseITEA method) (itea._base.BaseITExpr method) (itea.classification.ITEA_classifier method) (itea.classification.ITExpr_classifier method) (itea.inspection.ITEA_summarizer method) (itea.inspection.ITExpr_explainer method) (itea.inspection.ITExpr_inspector method) (itea.regression.ITEA_regressor method) (itea.regression.ITExpr_regressor method)

fitness_ (itea.classification.ITEA_classifier attribute) (itea.regression.ITEA_regressor attribute)

G

gradient() (itea._base.BaseITExpr method)

I

integrated_gradients() (itea.inspection.ITExpr_explainer method) intercept_ (itea.classification.ITExpr_classifier attribute) (itea.regression.ITExpr_regressor attribute) is_fitted (itea.classification.ITExpr_classifier attribute) (itea.regression.ITExpr_regressor attribute) itea._base module itea.classification module itea.inspection module

itea.regression module ITEA_classifier (class in itea.classification) ITEA_regressor (class in itea.regression) ITEA_summarizer (class in itea.inspection) ITExpr_classifier (class in itea.classification) ITExpr_explainer (class in itea.inspection) ITExpr_inspector (class in itea.inspection) ITExpr_regressor (class in itea.regression) ITExpr_texifier (class in itea.inspection)

M

module itea._base itea.classification itea.inspection itea.regression

N

n_terms (itea.classification.ITExpr_classifier attribute) (itea.regression.ITExpr_regressor attribute)

P

plot_convergence() (itea.inspection.ITEA_summarizer method) plot_feature_importances() (itea.inspection.ITExpr_explainer method) plot_normalized_partial_effects() (itea.inspection.ITExpr_explainer method) plot_partial_effects_at_means() (itea.inspection.ITExpr_explainer method) predict() (itea._base.BaseITEA method) (itea._base.BaseITExpr method) (itea.classification.ITEA_classifier method) (itea.classification.ITExpr_classifier method) (itea.regression.ITEA_regressor method) (itea.regression.ITExpr_regressor method)

predict_proba() (itea._base.BaseITEA method) (itea._base.BaseITExpr method) (itea.classification.ITEA_classifier method) (itea.classification.ITExpr_classifier method)

S

selected_features() (itea.inspection.ITExpr_explainer method)

shapley_values() (itea.inspection.ITExpr_explainer method)

T

terms_analysis() (itea.inspection.ITExpr_inspector method)

to_latex() (itea.inspection.ITExpr_texifier static method) to_str() (itea._base.BaseITExpr method)