Index

A

AgreementEvaluator (class in skeval.evaluators.agreement)

B

BaseEvaluator (class in skeval.base)

C

check_is_fitted() (in module skeval.utils)

ConfidenceThresholdEvaluator (class in skeval.evaluators.confidence)

E

estimate() (skeval.base.BaseEvaluator method) (skeval.evaluators.agreement.AgreementEvaluator method) (skeval.evaluators.confidence.ConfidenceThresholdEvaluator method) (skeval.evaluators.regression.RegressionEvaluator method) (skeval.evaluators.shap.ShapEvaluator method)

explainer (skeval.evaluators.shap.ShapEvaluator attribute)

F

fit() (skeval.base.BaseEvaluator method) (skeval.evaluators.agreement.AgreementEvaluator method) (skeval.evaluators.confidence.ConfidenceThresholdEvaluator method) (skeval.evaluators.regression.RegressionEvaluator method) (skeval.evaluators.regression_noise.RegressionNoiseEvaluator method) (skeval.evaluators.shap.ShapEvaluator method)

G

get_cv_and_real_scores() (in module skeval.utils)

I

inner_clf (skeval.evaluators.shap.ShapEvaluator attribute)

M

make_scorer() (in module skeval.metrics.scorers) meta_regressors_ (skeval.evaluators.regression.RegressionEvaluator attribute) (skeval.evaluators.regression_noise.RegressionNoiseEvaluator attribute) model (skeval.evaluators.agreement.AgreementEvaluator attribute) (skeval.evaluators.confidence.ConfidenceThresholdEvaluator attribute) (skeval.evaluators.shap.ShapEvaluator attribute) module skeval.base skeval.evaluators.agreement skeval.evaluators.confidence skeval.evaluators.regression skeval.evaluators.regression_noise skeval.evaluators.shap skeval.examples.agreement_example skeval.examples.confidence_example skeval.examples.regression_example skeval.examples.regression_noise_example skeval.examples.shap_example skeval.metrics.comparison skeval.metrics.scorers skeval.utils

P

print_comparison() (in module skeval.utils)

R

RegressionEvaluator (class in skeval.evaluators.regression) RegressionNoiseEvaluator (class in skeval.evaluators.regression_noise) run_agreement_eval() (in module skeval.examples.agreement_example)

run_confidence_eval() (in module skeval.examples.confidence_example) run_regression_eval() (in module skeval.examples.regression_example) run_regression_noise_eval() (in module skeval.examples.regression_noise_example) run_shap_eval() (in module skeval.examples.shap_example)

S

score_error() (in module skeval.metrics.comparison) scorer (skeval.evaluators.confidence.ConfidenceThresholdEvaluator attribute) sec_model (skeval.evaluators.agreement.AgreementEvaluator attribute) ShapEvaluator (class in skeval.evaluators.shap) skeval.base module skeval.evaluators.agreement module skeval.evaluators.confidence module skeval.evaluators.regression module skeval.evaluators.regression_noise module skeval.evaluators.shap module

skeval.examples.agreement_example module skeval.examples.confidence_example module skeval.examples.regression_example module skeval.examples.regression_noise_example module skeval.examples.shap_example module skeval.metrics.comparison module skeval.metrics.scorers module skeval.utils module

V

verbose (skeval.evaluators.confidence.ConfidenceThresholdEvaluator attribute)