Fair Classification on Adult n-m = 2 (sex, race) (Experiment 1)
84.6AccuracyMIFair
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MIFairη/ηmax=02026.04 | 84.6 | 1.1 | 2.83 | |
| Baselineη/ηmax=02026.04 | 84.6 | 1.1 | 2.83 | |
| MIFairη/ηmax=0.52026.04 | 83.4 | 0.61 | 0.029 | |
| MIFairη/ηmax=0.752026.04 | 82.7 | 0.541 | 0.012 | |
| MIFairη/ηmax=0.92026.04 | 78.8 | 0.191 | 0.0045 | |
| Baselineη/ηmax=0.52026.04 | 76 | 0.021 | 0.32 | |
| Baselineη/ηmax=0.752026.04 | 67.6 | 0.086 | 0.035 | |
| Baselineη/ηmax=0.92026.04 | 60.2 | 0.081 | 0.0054 |