Fairness-aware Classification on German sex (test)
67.2AccuracyDIR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DIRTest Set Adjustment Necessity=Yes2025.05 | 67.2 | 9.66 | 9.46 | 17.37 | 15.29 | 0.0155 | 0.0774 | |
| CRTest Set Adjustment Necessity=Yes2025.05 | 66.8 | 0.28 | 8.44 | 15.59 | 7.23 | 0.0183 | 0.9615 | |
| BaselineTest Set Adjustment Necessity=No2025.05 | 66.5 | 7.85 | 5.12 | 12.87 | 13.41 | — | — | |
| FairSHAPTest Set Adjustment Necessity=No2025.05 | 66.3 | 2.43 | 3.01 | 11.26 | 18.52 | 0.0049 | 0.0156 | |
| RSATest Set Adjustment Necessity=Yes2025.05 | 65.9 | — | 5.22 | 15.24 | 21.89 | — | — |