Index _ | A | B | C | D | E | F | G | L | M | N | O | P | R | S | T _ __call__() (empulse.metrics.Metric method) A add_fn_benefit() (empulse.metrics.CostMatrix method) add_fn_cost() (empulse.metrics.CostMatrix method) add_fp_benefit() (empulse.metrics.CostMatrix method) add_fp_cost() (empulse.metrics.CostMatrix method) add_tn_benefit() (empulse.metrics.CostMatrix method) add_tn_cost() (empulse.metrics.CostMatrix method) add_tp_benefit() (empulse.metrics.CostMatrix method) add_tp_cost() (empulse.metrics.CostMatrix method) alias() (empulse.metrics.CostMatrix method) apply() (empulse.models.CSForestClassifier method) (empulse.models.CSTreeClassifier method) auepc_score() (in module empulse.metrics) B B2BoostClassifier (class in empulse.models) BiasRelabelingClassifier (class in empulse.models) BiasRelabler (class in empulse.samplers) BiasResampler (class in empulse.samplers) BiasResamplingClassifier (class in empulse.models) BiasReweighingClassifier (class in empulse.models) build() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) build_logit_objective() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) C classes_ (empulse.models.CSThresholdClassifier property) classification_threshold() (in module empulse.metrics) Cost (class in empulse.metrics) cost_complexity_pruning_path() (empulse.models.CSTreeClassifier method) cost_loss() (in module empulse.metrics) CostMatrix (class in empulse.metrics) CostSensitiveSampler (class in empulse.samplers) CSBaggingClassifier (class in empulse.models) CSBoostClassifier (class in empulse.models) CSForestClassifier (class in empulse.models) CSLogitClassifier (class in empulse.models) CSThresholdClassifier (class in empulse.models) CSTreeClassifier (class in empulse.models) D Dataset (class in empulse.datasets) decision_function() (empulse.models.CSBaggingClassifier method) (empulse.models.CSThresholdClassifier method) decision_path() (empulse.models.CSForestClassifier method) (empulse.models.CSTreeClassifier method) E empa() (in module empulse.metrics) empa_score() (in module empulse.metrics) empb() (in module empulse.metrics) empb_score() (in module empulse.metrics) empc() (in module empulse.metrics) empc_score() (in module empulse.metrics) empcs() (in module empulse.metrics) empcs_score() (in module empulse.metrics) empulse.datasets module empulse.metrics module empulse.models module empulse.optimizers module empulse.samplers module estimators_ (empulse.models.CSBaggingClassifier property) (empulse.models.CSForestClassifier property) estimators_features_ (empulse.models.CSBaggingClassifier property) estimators_samples_ (empulse.models.CSBaggingClassifier property) (empulse.models.CSForestClassifier property) expected_cost_loss() (in module empulse.metrics) expected_cost_loss_acquisition() (in module empulse.metrics) expected_cost_loss_churn() (in module empulse.metrics) expected_log_cost_loss() (in module empulse.metrics) expected_savings_score() (in module empulse.metrics) F feature_importances_ (empulse.models.CSForestClassifier property) (empulse.models.CSTreeClassifier property) fit() (empulse.models.B2BoostClassifier method) (empulse.models.BiasRelabelingClassifier method) (empulse.models.BiasResamplingClassifier method) (empulse.models.BiasReweighingClassifier method) (empulse.models.CSBaggingClassifier method) (empulse.models.CSBoostClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSLogitClassifier method) (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) (empulse.models.ProfLogitClassifier method) (empulse.models.RobustCSClassifier method) (empulse.samplers.BiasRelabler method) (empulse.samplers.BiasResampler method) (empulse.samplers.CostSensitiveSampler method) fit_resample() (empulse.samplers.BiasRelabler method) (empulse.samplers.BiasResampler method) (empulse.samplers.CostSensitiveSampler method) G Generation (class in empulse.optimizers) get_depth() (empulse.models.CSTreeClassifier method) get_feature_names_out() (empulse.samplers.BiasRelabler method) (empulse.samplers.BiasResampler method) (empulse.samplers.CostSensitiveSampler method) get_metadata_routing() (empulse.models.B2BoostClassifier method) (empulse.models.BiasRelabelingClassifier method) (empulse.models.BiasResamplingClassifier method) (empulse.models.BiasReweighingClassifier method) (empulse.models.CSBaggingClassifier method) (empulse.models.CSBoostClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSLogitClassifier method) (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) (empulse.models.ProfLogitClassifier method) (empulse.models.RobustCSClassifier method) (empulse.samplers.BiasRelabler method) (empulse.samplers.BiasResampler method) (empulse.samplers.CostSensitiveSampler method) get_n_leaves() (empulse.models.CSTreeClassifier method) get_params() (empulse.models.B2BoostClassifier method) (empulse.models.BiasRelabelingClassifier method) (empulse.models.BiasResamplingClassifier method) (empulse.models.BiasReweighingClassifier method) (empulse.models.CSBaggingClassifier method) (empulse.models.CSBoostClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSLogitClassifier method) (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) (empulse.models.ProfLogitClassifier method) (empulse.models.RobustCSClassifier method) (empulse.samplers.BiasRelabler method) (empulse.samplers.BiasResampler method) (empulse.samplers.CostSensitiveSampler method) gradient_boost_objective() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) L lift_score() (in module empulse.metrics) load_churn_tv_subscriptions() (in module empulse.datasets) load_credit_scoring_pakdd() (in module empulse.datasets) load_give_me_some_credit() (in module empulse.datasets) load_upsell_bank_telemarketing() (in module empulse.datasets) logit_objective() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) M make_objective_acquisition() (in module empulse.metrics) make_objective_aec() (in module empulse.metrics) make_objective_churn() (in module empulse.metrics) mark_outlier_sensitive() (empulse.metrics.CostMatrix method) max_features_ (empulse.models.CSTreeClassifier property) max_profit() (in module empulse.metrics) max_profit_score() (in module empulse.metrics) MaxProfit (class in empulse.metrics) Metric (class in empulse.metrics) MetricStrategy (class in empulse.metrics) module empulse.datasets empulse.metrics empulse.models empulse.optimizers empulse.samplers mpa() (in module empulse.metrics) mpa_score() (in module empulse.metrics) mpc() (in module empulse.metrics) mpc_score() (in module empulse.metrics) mpcs() (in module empulse.metrics) mpcs_score() (in module empulse.metrics) N n_classes_ (empulse.models.CSBaggingClassifier property) (empulse.models.CSForestClassifier property) (empulse.models.CSTreeClassifier property) n_outputs_ (empulse.models.CSTreeClassifier property) O oob_decision_function_ (empulse.models.CSBaggingClassifier property) (empulse.models.CSForestClassifier property) oob_score_ (empulse.models.CSBaggingClassifier property) (empulse.models.CSForestClassifier property) optimal_rate() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.Metric method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) optimal_threshold() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.Metric method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) optimize() (empulse.optimizers.Generation method) P predict() (empulse.models.B2BoostClassifier method) (empulse.models.BiasRelabelingClassifier method) (empulse.models.BiasResamplingClassifier method) (empulse.models.BiasReweighingClassifier method) (empulse.models.CSBaggingClassifier method) (empulse.models.CSBoostClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSLogitClassifier method) (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) (empulse.models.ProfLogitClassifier method) predict_log_proba() (empulse.models.CSBaggingClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) predict_proba() (empulse.models.B2BoostClassifier method) (empulse.models.BiasRelabelingClassifier method) (empulse.models.BiasResamplingClassifier method) (empulse.models.BiasReweighingClassifier method) (empulse.models.CSBaggingClassifier method) (empulse.models.CSBoostClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSLogitClassifier method) (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) (empulse.models.ProfLogitClassifier method) prepare_boost_objective() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) prepare_logit_objective() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) ProfLogitClassifier (class in empulse.models) R RobustCSClassifier (class in empulse.models) S Savings (class in empulse.metrics) savings_score() (in module empulse.metrics) score() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) (empulse.models.B2BoostClassifier method) (empulse.models.BiasRelabelingClassifier method) (empulse.models.BiasResamplingClassifier method) (empulse.models.BiasReweighingClassifier method) (empulse.models.CSBaggingClassifier method) (empulse.models.CSBoostClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSLogitClassifier method) (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) (empulse.models.ProfLogitClassifier method) (empulse.models.RobustCSClassifier method) set_default() (empulse.metrics.CostMatrix method) set_fit_request() (empulse.models.B2BoostClassifier method) (empulse.models.BiasRelabelingClassifier method) (empulse.models.BiasResamplingClassifier method) (empulse.models.BiasReweighingClassifier method) (empulse.models.CSBaggingClassifier method) (empulse.models.CSBoostClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSLogitClassifier method) (empulse.models.CSTreeClassifier method) (empulse.models.RobustCSClassifier method) set_fit_resample_request() (empulse.samplers.BiasRelabler method) (empulse.samplers.BiasResampler method) (empulse.samplers.CostSensitiveSampler method) set_params() (empulse.models.B2BoostClassifier method) (empulse.models.BiasRelabelingClassifier method) (empulse.models.BiasResamplingClassifier method) (empulse.models.BiasReweighingClassifier method) (empulse.models.CSBaggingClassifier method) (empulse.models.CSBoostClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSLogitClassifier method) (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) (empulse.models.ProfLogitClassifier method) (empulse.models.RobustCSClassifier method) (empulse.samplers.BiasRelabler method) (empulse.samplers.BiasResampler method) (empulse.samplers.CostSensitiveSampler method) set_predict_proba_request() (empulse.models.CSTreeClassifier method) set_predict_request() (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) set_score_request() (empulse.models.B2BoostClassifier method) (empulse.models.BiasRelabelingClassifier method) (empulse.models.BiasResamplingClassifier method) (empulse.models.BiasReweighingClassifier method) (empulse.models.CSBaggingClassifier method) (empulse.models.CSBoostClassifier method) (empulse.models.CSForestClassifier method) (empulse.models.CSLogitClassifier method) (empulse.models.CSThresholdClassifier method) (empulse.models.CSTreeClassifier method) (empulse.models.ProfLogitClassifier method) (empulse.models.RobustCSClassifier method) T to_latex() (empulse.metrics.Cost method) (empulse.metrics.MaxProfit method) (empulse.metrics.MetricStrategy method) (empulse.metrics.Savings method) tree_ (empulse.models.CSTreeClassifier property)
