Index

A

acceptance_rates (skfb.core.array.ENDArray property) all_cv_thresholds_ (skfb.ensemble.ThresholdCascadeClassifierCV attribute)

AnomalyFallbackClassifier (class in skfb.estimators) as_comb() (skfb.core.array.FBNDArray method) ax_ (skfb.metrics.FQCurveDisplay attribute)

B

best_score_ (skfb.estimators.ThresholdFallbackClassifierCV attribute)

best_thresholds_ (skfb.ensemble.ThresholdCascadeClassifierCV attribute)

C

CascadeNotFittedWarning (class in skfb.ensemble) CascadeParetoConfigException (class in skfb.ensemble)

CascadeParetoConfigWarning (class in skfb.ensemble) cv_scores_ (skfb.estimators.ThresholdFallbackClassifierCV attribute)

D

decision_function() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.AnomalyFallbackClassifier method) (skfb.estimators.MultiThresholdFallbackClassifier method) (skfb.estimators.RateFallbackClassifierCV method) (skfb.estimators.ThresholdFallbackClassifier method) (skfb.estimators.ThresholdFallbackClassifierCV method)

E

ENDArray (class in skfb.core.array)

ensemble_mask (skfb.core.array.ENDArray property) estimator_ (skfb.estimators.AnomalyFallbackClassifier attribute)

F

fallback_mask (skfb.core.array.FBNDArray property) fallback_quality_auc_score() (in module skfb.metrics) fallback_quality_curve() (in module skfb.metrics) fallback_rate (skfb.core.array.FBNDArray property) FallbackRuleClassifier (class in skfb.estimators) FBNDArray (class in skfb.core.array) figure_ (skfb.metrics.FQCurveDisplay attribute) fit() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.AnomalyFallbackClassifier method) (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.MultiThresholdFallbackClassifier method) (skfb.estimators.RateFallbackClassifierCV method) (skfb.estimators.RuleClassifier method) (skfb.estimators.ThresholdFallbackClassifier method) (skfb.estimators.ThresholdFallbackClassifierCV method)

FQCurveDisplay (class in skfb.metrics) from_estimator() (skfb.metrics.FQCurveDisplay class method) (skfb.metrics.PAConfusionMatrixDisplay class method) (skfb.metrics.PairedHistogramDisplay class method) from_predictions() (skfb.metrics.FQCurveDisplay class method) (skfb.metrics.PAConfusionMatrixDisplay class method) (skfb.metrics.PairedHistogramDisplay class method)

G

get_dense_fallback_mask() (skfb.core.array.FBNDArray method) get_dense_neg_fallback_mask() (skfb.core.array.FBNDArray method) get_metadata_routing() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.AnomalyFallbackClassifier method) (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.MultiThresholdFallbackClassifier method) (skfb.estimators.RateFallbackClassifierCV method) (skfb.estimators.RuleClassifier method) (skfb.estimators.ThresholdFallbackClassifier method) (skfb.estimators.ThresholdFallbackClassifierCV method)

get_params() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.AnomalyFallbackClassifier method) (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.MultiThresholdFallbackClassifier method) (skfb.estimators.RateFallbackClassifierCV method) (skfb.estimators.RuleClassifier method) (skfb.estimators.ThresholdFallbackClassifier method) (skfb.estimators.ThresholdFallbackClassifierCV method)

L

line_ (skfb.metrics.FQCurveDisplay attribute)

M

mean_cv_costs_ (skfb.ensemble.ThresholdCascadeClassifierCV attribute) mean_cv_scores_ (skfb.ensemble.ThresholdCascadeClassifierCV attribute)

multi_threshold_predict_or_fallback() (in module skfb.estimators) MultiThresholdFallbackClassifier (class in skfb.estimators)

O

outlier_detector_ (skfb.estimators.AnomalyFallbackClassifier attribute)

P

PAConfusionMatrixDisplay (class in skfb.metrics) PairedHistogramDisplay (class in skfb.metrics) partial_fit() (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.RuleClassifier method) plot() (skfb.metrics.FQCurveDisplay method) (skfb.metrics.PAConfusionMatrixDisplay method) (skfb.metrics.PairedHistogramDisplay method) predict() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.AnomalyFallbackClassifier method) (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.MultiThresholdFallbackClassifier method) (skfb.estimators.RateFallbackClassifierCV method) (skfb.estimators.RuleClassifier method) (skfb.estimators.ThresholdFallbackClassifier method) (skfb.estimators.ThresholdFallbackClassifierCV method) predict_accept_confusion_matrix() (in module skfb.metrics) predict_log_proba() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.AnomalyFallbackClassifier method) (skfb.estimators.MultiThresholdFallbackClassifier method) (skfb.estimators.RateFallbackClassifierCV method) (skfb.estimators.ThresholdFallbackClassifier method) (skfb.estimators.ThresholdFallbackClassifierCV method)

predict_or_fallback() (in module skfb.estimators) predict_proba() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.AnomalyFallbackClassifier method) (skfb.estimators.MultiThresholdFallbackClassifier method) (skfb.estimators.RateFallbackClassifierCV method) (skfb.estimators.ThresholdFallbackClassifier method) (skfb.estimators.ThresholdFallbackClassifierCV method) predict_reject_accuracy_score() (in module skfb.metrics) predict_reject_recall_score() (in module skfb.metrics) prediction_quality() (in module skfb.metrics)

R

RateFallbackClassifierCV (class in skfb.estimators) reset_estimators() (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method)

router_ (skfb.ensemble.RoutingClassifier attribute) router_class_ratios_ (skfb.ensemble.RoutingClassifier attribute) RoutingClassifier (class in skfb.ensemble) RuleClassifier (class in skfb.estimators)

S

score() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.AnomalyFallbackClassifier method) (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.MultiThresholdFallbackClassifier method) (skfb.estimators.RateFallbackClassifierCV method) (skfb.estimators.RuleClassifier method) (skfb.estimators.ThresholdFallbackClassifier method) (skfb.estimators.ThresholdFallbackClassifierCV method) set_estimators() (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) set_fit_request() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.RuleClassifier method)

set_params() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.AnomalyFallbackClassifier method) (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.MultiThresholdFallbackClassifier method) (skfb.estimators.RateFallbackClassifierCV method) (skfb.estimators.RuleClassifier method) (skfb.estimators.ThresholdFallbackClassifier method) (skfb.estimators.ThresholdFallbackClassifierCV method) set_partial_fit_request() (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.RuleClassifier method) set_score_request() (skfb.ensemble.RoutingClassifier method) (skfb.ensemble.ThresholdCascadeClassifier method) (skfb.ensemble.ThresholdCascadeClassifierCV method) (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.RuleClassifier method) SKFBException (class in skfb.core.exceptions), [1]

T

threshold_ (skfb.estimators.ThresholdFallbackClassifierCV attribute) ThresholdCascadeClassifier (class in skfb.ensemble)

ThresholdCascadeClassifierCV (class in skfb.ensemble) ThresholdFallbackClassifier (class in skfb.estimators) ThresholdFallbackClassifierCV (class in skfb.estimators)

V

validate_fallback_label() (skfb.estimators.AnomalyFallbackClassifier static method) (skfb.estimators.FallbackRuleClassifier static method) (skfb.estimators.MultiThresholdFallbackClassifier static method) (skfb.estimators.RateFallbackClassifierCV static method) (skfb.estimators.ThresholdFallbackClassifier static method) (skfb.estimators.ThresholdFallbackClassifierCV static method)

validate_predict() (skfb.estimators.FallbackRuleClassifier method) (skfb.estimators.RuleClassifier method)