Counterfactual Explanation Generation on Iris (validity)
100ValidityDCFO
Evaluation results
| Method | Links | |
|---|---|---|
| DCFOk=152025.12 | 100 | |
| Bayconk=152025.12 | 100 | |
| ExDBSCAN2026.05 | 100 | |
| ExDBSCANStrategy=Random2026.05 | 100 | |
| ExDBSCAN2026.05 | 100 | |
| GS Directtype=direct2026.05 | 100 | |
| ExDBSCAN Randomvariant=random2026.05 | 100 | |
| DiCE Surrogatetype=surrogate2026.05 | 100 | |
| Baselinek=152025.12 | 83 | |
| BayConStrategy=Random2026.05 | 80 | |
| BayConStrategy=Closest2026.05 | 80 | |
| BayCon Randomvariant=random2026.05 | 80 | |
| BayCon Closestvariant=closest2026.05 | 80 | |
| GSStrategy=Direct2026.05 | 75 | |
| GS Surrogatetype=surrogate2026.05 | 60 | |
| GSStrategy=Surrogate2026.05 | 50 | |
| EACEk=152025.12 | 17 | |
| DiCEStrategy=Surrogate2026.05 | 0 | |
| DiCEStrategy=Direct2026.05 | 0 | |
| DiCE Directtype=direct2026.05 | 0 |