Binary Classification on Adult (Acc, Prec, Rec, F1, SPD, EOD, AOD)
0.828AccuracyEG - EO
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| EG - EOConstraint=Equalized Odds2026.03 | 0.828 | 0.776 | 0.725 | 0.744 | 0.145 | 0.051 | 0.055 | 0.067 | 0.168 | 0.004 | |
| LR2026.03 | 0.827 | 0.772 | 0.727 | 0.744 | 0.179 | 0.154 | 0.119 | 0.185 | 0.098 | 0.012 | |
| EG - SPConstraint=Statistical Parity2026.03 | 0.825 | 0.774 | 0.711 | 0.732 | 0.077 | 0.13 | 0.058 | 0.019 | 0.277 | 0.109 | |
| GEG - CPConstraint=Conditional Parity2026.03 | 0.769 | 0.739 | 0.535 | 0.506 | 0.008 | 0.012 | 0.009 | 0.077 | 0.109 | 0.002 |