Fair-washing on MOB 10% sample
0.53Disparate ImpactGrad_proportional
Evaluation Results
| Method | Links | |
|---|---|---|
| Grad_proportionalOriginal Disparate Impact=0.45, Sample Size (%)=102025.07 | 0.53 | |
| Replace(S, Y^)Original Disparate Impact=0.45, Sample Size (%)=102025.07 | 0.53 | |
| Entropic_balancedOriginal Disparate Impact=0.45, Sample Size (%)=102025.07 | 0.52 | |
| MW(X, S, Y^)Original Disparate Impact=0.45, Sample Size (%)=102025.07 | 0.52 | |
| Grad_balancedOriginal Disparate Impact=0.45, Sample Size (%)=102025.07 | 0.51 | |
| Grad_balanced_1D-transportOriginal Disparate Impact=0.45, Sample Size (%)=102025.07 | 0.5 |