Source: assets/downloads/compare_baseline_vs_debiased_reweigh_sex/sex_fairness_summary_compare.csv
| group | selection_rate_baseline | TPR_baseline | FPR_baseline | disparate_impact_vs_max_baseline | selection_rate_debiased_reweigh_sex | TPR_debiased_reweigh_sex | FPR_debiased_reweigh_sex | disparate_impact_vs_max_debiased_reweigh_sex | equal_opp_diff_baseline | equal_opp_diff_debiased_reweigh_sex |
|---|---|---|---|---|---|---|---|---|---|---|
| Female | 0.072069 | 0.501370 | 0.017434 | 0.290589 | 0.123415 | 0.687671 | 0.051604 | 0.613414 | 0.100138 | 0.171088 |
| Male | 0.248011 | 0.601508 | 0.093269 | 1.000000 | 0.201193 | 0.516583 | 0.063132 | 1.000000 | 0.100138 | 0.171088 |