Sequential Selection on FICO credit score dataset White (A=0) and Black (A=1) Empirical data
0.99Probability (E0, Y=1)Equal Opportunity
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Equal Opportunitygamma=0.01, tau_0=99.5, tau_1=99.52021.10 | 0.99 | 0 | 99 | |
| Equal Opportunitygamma=0.001, tau_0=99.5, tau_1=99.52021.10 | 0.99 | 0 | 99 | |
| Statistical Paritygamma=0.01, tau_0=99.5, tau_1=99.52021.10 | 0.99 | 0 | 99 | |
| Statistical Paritygamma=0.001, tau_0=99.5, tau_1=99.52021.10 | 0.99 | 0 | 99 | |
| Equal Selectiongamma=0.01, tau_0=98.5, tau_1=84.52021.10 | 0.483 | 0.491 | 97.4 | |
| Equal Selectiongamma=0.001, tau_0=98, tau_1=652021.10 | 0.483 | 0.483 | 96.6 |