Fairness-aware Classification on Adult sex (test)
87.22AccuracyBaseline
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BaselineTest Set Adjustment Necessity=No2025.05 | 87.22 | 3.15 | 18.05 | 7.35 | 2.75 | — | — | |
| RSATest Set Adjustment Necessity=Yes2025.05 | 87.21 | — | 17.7 | 6.78 | 2.72 | — | — | |
| CRTest Set Adjustment Necessity=Yes2025.05 | 87.06 | 0 | 18.24 | 9.55 | 2.78 | 0.0167 | 0.9887 | |
| FairSHAPTest Set Adjustment Necessity=No2025.05 | 86.92 | 2.73 | 15.58 | 3.93 | 4.74 | 0.001 | 0.0012 | |
| DIRTest Set Adjustment Necessity=Yes2025.05 | 85.5 | 4.99 | 16.07 | 7.72 | 3.6 | 0.0046 | 0.0081 |