Fair-washing on MOB (20% sample)
0.5Disparate ImpactReplace(S, Y^)
Evaluation Results
| Method | Links | |
|---|---|---|
| Replace(S, Y^)Original Disparate Impact=0.45, Sample Size (%)=202025.07 | 0.5 | |
| Entropic_balancedOriginal Disparate Impact=0.45, Sample Size (%)=202025.07 | 0.5 | |
| MW(X, S, Y^)Original Disparate Impact=0.45, Sample Size (%)=202025.07 | 0.5 | |
| Grad_balanced_1D-transportOriginal Disparate Impact=0.45, Sample Size (%)=202025.07 | 0.48 |