API for fairmetrics
Fairness Evaluation Metrics with Confidence Intervals for Binary Protected Attributes
| Global functions | |
|---|---|
| eval_acc_parity | Man page Source code |
| eval_bs_parity | Man page Source code |
| eval_cond_acc_equality | Man page Source code |
| eval_eq_odds | Man page Source code |
| eval_eq_opp | Man page Source code |
| eval_neg_class_bal | Man page Source code |
| eval_neg_pred_parity | Man page Source code |
| eval_pos_class_bal | Man page Source code |
| eval_pos_pred_parity | Man page Source code |
| eval_pred_equality | Man page Source code |
| eval_stats_parity | Man page Source code |
| eval_treatment_equality | Man page Source code |
| get_acc | Source code |
| get_avg_prob | Source code |
| get_brier_score | Source code |
| get_err_ratio | Source code |
| get_fairness_metrics | Man page Source code |
| get_fpr | Source code |
| get_npv | Source code |
| get_ppr | Source code |
| get_ppv | Source code |
| get_tpr | Source code |
| mimic | Man page |
| mimic_preprocessed | Man page |
