Counterfactual Explanation Generation on confidence
1ValidityDCFO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DCFOk=102025.12 | 1 | — | |
| Bayconk=102025.12 | 1 | — | |
| EACEk=102025.12 | 1 | — | |
| Baselinek=102025.12 | 1 | — | |
| ExDBSCAN2026.05 | 1 | — | |
| DiCEStrategy=Surrogate2026.05 | 1 | — | |
| GSStrategy=Direct2026.05 | 1 | — | |
| ExDBSCANStrategy=Random2026.05 | 1 | — | |
| ExDBSCAN2026.05 | 1 | — | |
| GS Directtype=direct2026.05 | 1 | — | |
| ExDBSCAN Randomvariant=random2026.05 | 1 | — | |
| BayConStrategy=Random2026.05 | 0.35 | — | |
| BayConStrategy=Closest2026.05 | 0.35 | — | |
| BayCon Randomvariant=random2026.05 | 0.35 | — | |
| BayCon Closestvariant=closest2026.05 | 0.35 | — | |
| GSStrategy=Surrogate2026.05 | 0 | — | |
| DiCEStrategy=Direct2026.05 | 0 | — | |
| GS Surrogatetype=surrogate2026.05 | 0 | — | |
| DiCE Directtype=direct2026.05 | 0 | — | |
| DiCE Surrogatetype=surrogate2026.05 | 0 | — | |
| BayConselection=Random2026.05 | — | 3.09 | |
| BayConselection=Closest2026.05 | — | 2.76 | |
| ExDBSCAN2026.05 | — | 2.49 | |
| ExDBSCANselection=Random2026.05 | — | 0.59 | |
| GStype=Direct2026.05 | — | 2.8 |