Source: assets/downloads/compare_baseline_vs_debiased_reweigh_race/race_fairness_summary_compare.csv
group | selection_rate_baseline | TPR_baseline | FPR_baseline | disparate_impact_vs_max_baseline | selection_rate_debiased_reweigh_race | TPR_debiased_reweigh_race | FPR_debiased_reweigh_race | disparate_impact_vs_max_debiased_reweigh_race | equal_opp_diff_baseline | equal_opp_diff_debiased_reweigh_race |
---|---|---|---|---|---|---|---|---|---|---|
Amer-Indian-Eskimo | 0.052083 | 0.375000 | 0.022727 | 0.204475 | 0.104167 | 0.500000 | 0.068182 | 0.414062 | 0.412791 | 0.25 |
Asian-Pac-Islander | 0.254717 | 0.662791 | 0.103448 | 1.000000 | 0.251572 | 0.651163 | 0.103448 | 1.000000 | 0.412791 | 0.25 |
Black | 0.077813 | 0.429752 | 0.026506 | 0.305487 | 0.134595 | 0.628099 | 0.062651 | 0.535016 | 0.412791 | 0.25 |
Other | 0.059701 | 0.250000 | 0.033898 | 0.234384 | 0.134328 | 0.750000 | 0.050847 | 0.533955 | 0.412791 | 0.25 |
White | 0.202711 | 0.593809 | 0.068332 | 0.795828 | 0.193235 | 0.571764 | 0.063175 | 0.768109 | 0.412791 | 0.25 |