Fair Classification on German Credit (test)
5.15Equal Opportunity Difference
Fair Self-Bounding Learning Algorithm
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 5.15 | - | - | - | - | 29.4 | - | - | - | ||
2026.02 | 36.5 | 52.7 | 25.9 | 47.5 | 32.8 | - | - | - | - | |
2026.02 | 39.1 | 65.9 | 40.8 | 45.9 | 35.8 | - | - | - | - | |
2026.02 | 48.4 | 70.6 | 41.5 | 45.3 | 44.9 | - | - | - | - | |
2026.02 | 52.8 | 70.4 | 41.1 | 46.4 | 45.2 | - | - | - | - | |
2026.02 | 54.5 | 70.5 | 42.3 | 45.2 | 46.1 | - | - | - | - | |
2026.02 | 54.8 | 71.1 | 44.1 | 43.7 | 45.2 | - | - | - | - | |
2026.02 | 62.9 | 54.9 | 29.6 | 58.3 | 51.9 | - | - | - | - | |
2026.02 | 71.7 | 73.5 | 20 | 64.8 | 64.4 | - | - | - | - | |
2026.02 | 72.1 | 72.8 | 19.2 | 62.1 | 66.5 | - | - | - | - | |
2026.02 | 73.3 | 72.7 | 12.5 | 71.1 | 63.9 | - | - | - | - | |
2026.02 | 74.2 | 73.7 | 18.9 | 63.4 | 67.7 | - | - | - | - | |
2026.02 | 75.3 | 71.3 | 17.8 | 64.7 | 69.3 | - | - | - | - | |
2026.02 | 75.5 | 47.1 | 34.5 | 54.3 | 66 | - | - | - | - | |
2026.02 | 75.7 | 74 | 20 | 61.4 | 70.8 | - | - | - | - | |
2026.02 | - | - | - | - | 0.11 | 49.78 | - | - | - | |
2026.02 | - | - | - | - | - | - | - | 58.2 | 0 | |
2026.02 | - | - | - | - | - | - | - | 76.2 | 17.3 | |
2026.02 | - | - | - | - | - | - | - | 69.5 | 10.1 | |
2026.02 | - | - | - | - | - | - | - | 72.6 | 8.5 | |
2026.02 | - | - | - | - | - | - | - | 75.6 | 8.2 | |
2026.02 | - | - | - | - | - | - | - | 75 | 15.1 | |
2026.02 | - | - | - | - | - | - | - | 76 | 6.5 |