Counterfactual Explanation Generation on bodyfat
100ValidityDCFO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DCFOk=152025.12 | 100 | — | |
| Bayconk=152025.12 | 100 | — | |
| ExDBSCAN2026.05 | 100 | — | |
| ExDBSCANStrategy=Random2026.05 | 100 | — | |
| ExDBSCAN2026.05 | 100 | — | |
| ExDBSCAN Randomvariant=random2026.05 | 100 | — | |
| DiCE Surrogatetype=surrogate2026.05 | 100 | — | |
| Baselinek=152025.12 | 91 | — | |
| EACEk=152025.12 | 55 | — | |
| DiCE Directtype=direct2026.05 | 49 | — | |
| BayConStrategy=Random2026.05 | 36 | — | |
| BayConStrategy=Closest2026.05 | 36 | — | |
| BayCon Randomvariant=random2026.05 | 36 | — | |
| BayCon Closestvariant=closest2026.05 | 36 | — | |
| GS Surrogatetype=surrogate2026.05 | 15 | — | |
| GSStrategy=Surrogate2026.05 | 8 | — | |
| DiCEStrategy=Surrogate2026.05 | 0 | — | |
| GSStrategy=Direct2026.05 | 0 | — | |
| DiCEStrategy=Direct2026.05 | 0 | — | |
| GS Directtype=direct2026.05 | 0 | — | |
| BayConselection=Random2026.05 | — | 1.7 | |
| BayConselection=Closest2026.05 | — | 0.9 | |
| DiCEtype=Direct2026.05 | — | 3.3 | |
| DiCEtype=Surrogate2026.05 | — | 4.8 | |
| ExDBSCAN2026.05 | — | 2.5 | |
| ExDBSCANselection=Random2026.05 | — | 2.8 | |
| GStype=Surrogate2026.05 | — | 0.8 |