Package index
-
eval_acc_parity() - Examine Accuracy Parity of a Model
-
eval_bs_parity() - Examine Brier Score Parity of a Model
-
eval_cond_acc_equality() - Examine Conditional Use Accuracy Equality of a Model
-
eval_cond_stats_parity() - Examine Conditional Statistical Parity of a Model
-
eval_eq_odds() - Examine Equalized Odds of a Predictive Model
-
eval_eq_opp() - Evaluate Equal Opportunity Compliance of a Predictive Model
-
eval_neg_class_bal() - Examine Balance for Negative Class of a Model
-
eval_pos_class_bal() - Examine Balance for the Positive Class of a Model
-
eval_pred_equality() - Examine Predictive Equality of a Model
-
eval_pred_parity() - Examine Predictive Parity of a Model
-
eval_stats_parity() - Examine Statistical Parity of a Model
-
eval_treatment_equality() - Examine Treatment Equality of a Model
-
get_all_metrics() - Calculate the all metrics at once
-
get_fairness_metrics() - Compute Fairness Metrics for Binary Classification
-
mimic - Clinical data from the MIMIC-II database for a case study on indwelling arterial catheters
-
mimic_preprocessed - Preprocessed Clinical Data from the MIMIC-II Database