Classification Fairness on Adult
-0.0961AODLR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LRModel=LR2026.04 | -0.0961 | -0.099 | 0.0142 | |
| RFModel=RF2026.04 | -0.0847 | -0.0879 | 0.0159 | |
| CAFPBase Model=RF2026.04 | -0.0791 | -0.0822 | 0.0155 | |
| XGBModel=XGB2026.04 | -0.0732 | -0.0762 | 0.0151 | |
| CAFPBase Model=XGB2026.04 | -0.0467 | -0.05 | 0.0164 | |
| Eq.OddsBase Model=RF2026.04 | -0.0025 | -0.0067 | 0.0213 | |
| Eq.OddsBase Model=LR2026.04 | -0.0019 | -0.0057 | 0.0192 | |
| Eq.OddsBase Model=XGB2026.04 | 0.0022 | -0.0013 | 0.018 | |
| CAFPBase Model=LR2026.04 | 0.0075 | 0.0047 | 0.0143 | |
| R. O.Base Model=XGB2026.04 | 0.1027 | 0.0997 | 0.0152 | |
| R. O.Base Model=RF2026.04 | 0.1033 | 0.1002 | 0.0158 | |
| R. O.Base Model=LR2026.04 | 0.1048 | 0.102 | 0.0145 |