Fairness Evaluation on Census
68Demographic ParityFairBED-EPIG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FairBED-EPIGbeta=102026.06 | 68 | 93 | 86 | |
| HFEbeta=102026.06 | 56 | 92 | 86 | |
| Random2026.06 | 54 | 88 | 72 | |
| Predictive Entropy2026.06 | 49 | 86 | 60 | |
| EPIG2026.06 | 49 | 86 | 64 |
| Method | Links | |||
|---|---|---|---|---|
| FairBED-EPIGbeta=102026.06 | 68 | 93 | 86 | |
| HFEbeta=102026.06 | 56 | 92 | 86 | |
| Random2026.06 | 54 | 88 | 72 | |
| Predictive Entropy2026.06 | 49 | 86 | 60 | |
| EPIG2026.06 | 49 | 86 | 64 |