Man pages for fairmetrics
Fairness Evaluation Metrics with Confidence Intervals for Binary Protected Attributes
| 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_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_fairness_metrics | Compute Fairness Metrics for Binary Classification |
| mimic | Clinical data from the MIMIC-II database for a case study on... |
| mimic_preprocessed | Preprocessed Clinical Data from the MIMIC-II Database |
