Group Fairness Certification on Income Prediction Dataset
0.41TimePREMAP2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PREMAP2Model=NN3,2, Condition=Male2025.05 | 0.41 | 69.5 | 69.5 | 6.9 | |
| PREMAP2Model=NN3,2, Condition=Female2025.05 | 0.75 | 58.4 | 58.4 | 3.8 | |
| ProbSpecModel=NN3,2, Condition=Female2025.05 | 1.18 | 56.4 | 57.4 | — | |
| ProbSpecModel=NN3,2, Condition=Male2025.05 | 1.21 | 67.8 | 68.8 | — | |
| PREMAP2Model=NN5,10,5, Condition=Male2025.05 | 32.67 | 66.9 | 68.5 | 6.9 | |
| PREMAP2Model=NN5,10,5, Condition=Female2025.05 | 35.52 | 51.1 | 53.2 | 3.8 | |
| ProbSpecModel=NN5,10,5, Condition=Female2025.05 | 600.2 | 46.4 | 55.4 | — | |
| ProbSpecModel=NN5,10,5, Condition=Male2025.05 | 600.21 | 63.3 | 70.8 | — |