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_neg_pred_parity | Examine Negative Predictive Parity of a Model |
eval_pos_class_bal | Examine Balance for the Positive Class of a Model |
eval_pos_pred_parity | Examine Positive Predictive Parity of a Model |
eval_pred_equality | Examine Predictive Equality 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 |