Fair-washing on INC (20% sample)
0.84Disparate ImpactEntropic_proportional
Evaluation Results
| Method | Links | |
|---|---|---|
| Entropic_proportionalOriginal Disparate Impact=0.67, Sample Size (%)=202025.07 | 0.84 | |
| MW(X, S, Y^)Original Disparate Impact=0.67, Sample Size (%)=202025.07 | 0.84 | |
| Replace(S, Y^)Original Disparate Impact=0.67, Sample Size (%)=202025.07 | 0.83 | |
| Entropic_balancedOriginal Disparate Impact=0.67, Sample Size (%)=202025.07 | 0.83 |