Fairness Testing on COMPAS
1,140Individual Disparity CountThemis
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ThemisSensitive Attribute=age2025.12 | 1,140 | — | — | — | 3,600 | |
| ThemisSensitive Attribute=gender2025.12 | 1,678 | — | — | — | 3,600 | |
| AftSensitive Attribute=gender2025.12 | 3,793 | — | — | — | 3,600 | |
| BoxQTESensitive Attribute=gender2025.12 | 8,118 | 98.54 | 33.5 | 1.5 | 35 | |
| AftSensitive Attribute=age2025.12 | 15,754 | — | — | — | 3,600 | |
| BoxQTESensitive Attribute=age2025.12 | 31,658 | 97.15 | 34 | 1.8 | 35.8 |