Fair-washing on INC 10% sample
0.95Disparate ImpactEntropic_proportional
Evaluation Results
| Method | Links | |
|---|---|---|
| Entropic_proportionalOriginal Disparate Impact=0.67, Sample Size (%)=102025.07 | 0.95 | |
| Entropic_balancedOriginal Disparate Impact=0.67, Sample Size (%)=102025.07 | 0.94 | |
| MW(X, S, Y^)Original Disparate Impact=0.67, Sample Size (%)=102025.07 | 0.93 | |
| Replace(S, Y^)Original Disparate Impact=0.67, Sample Size (%)=102025.07 | 0.88 | |
| Grad_proportionalOriginal Disparate Impact=0.67, Sample Size (%)=102025.07 | 0.75 |