Recidivism Prediction on COMPAS
0Overall FPR{Global, Race(210, 230, 280), Sex(160, 170, 230, 260)}
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| {Global, Race(210, 230, 280), Sex(160, 170, 230, 260)}λ=0.5, Target Coverage=100%2026.05 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| {Race(30, 40), Sex(140)}λ=0.6, Target Coverage=100%2026.05 | 0.074 | 0.014 | 0.091 | 0.093 | 0.08 | 0 | 0.073 | |
| {Race(30), Sex(10)}λ=0.7, Target Coverage=100%2026.05 | 0.094 | 0.014 | 0.13 | 0.093 | 0.09 | 0 | 0.098 | |
| {Sex(150)}λ=0.8, Target Coverage=100%2026.05 | 0.103 | 0.014 | 0.056 | 0.167 | 0.198 | 0.048 | 0.037 | |
| {Global}λ=N/A, Target Coverage=N/A2026.05 | 0.216 | 0.103 | 0.388 | 0.043 | 0.178 | 0.012 | 0.107 |