Fairness Classification on COMPAS (test)
36.34Risk ScoreFair Self-Bounding Learning Algorithm
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fair Self-Bounding Learning AlgorithmSens. attr.=GENDER, Type=deterministic, Optimized fairness measure=DP2026.02 | 36.34 | 14.92 | — | — | |
| O2Sens. attr.=OTHER, Type=stochastic, Optimized fairness measure=EOP2026.02 | 48.65 | — | — | 1.62 |