Counterfactual Explanations on Audit
1CoverageCBCE
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CBCE2025.03 | 1 | 100 | 3.128 | 1.496 | 100 | 51.9 | 1.031 | 0.097 | 0.46 | |
| CEGP2025.03 | 1 | 100 | 0.148 | 0.081 | 16.4 | 27.17 | 1.576 | 0.085 | 2,578.1 | |
| CEM2025.03 | 1 | 100 | 0.145 | 0.126 | 5 | -23.41 | 1.62 | 0.083 | 1,502.5 | |
| WACH2025.03 | 1 | 100 | 0.232 | 0.158 | 1.6 | -51.49 | 1.545 | 0.075 | 1,586.24 | |
| PPCEF2025.03 | 1 | 100 | 0.805 | 0.246 | 100 | 52.87 | 1.452 | 0.095 | 22.87 | |
| HyConEx2025.03 | 1 | 97.5 | 0.495 | 0.151 | 61.5 | 58.3 | 1.484 | 0.068 | 0.003 |