Counterfactual Explanation Diversity on heart-statlog
7.7DiversityExDBSCAN
Evaluation Results
| Method | Links | |
|---|---|---|
| ExDBSCAN2026.05 | 7.7 | |
| ExDBSCAN2026.05 | 7 | |
| DiCEType=Surrogate2026.05 | 0.993 | |
| DiCEType=Direct2026.05 | 0.99 | |
| GSType=Surrogate2026.05 | 0.94 | |
| GSType=Surrogate2026.05 | 0.85 | |
| ExDBSCANSelection strategy=Random2026.05 | 0.61 | |
| BayConSelection strategy=Random2026.05 | 0.51 | |
| BayConSelection strategy=Closest2026.05 | 0.5 | |
| BayConSelection=Random2026.05 | 0.49 | |
| BayConSelection=Closest2026.05 | 0.49 | |
| ExDBSCANSelection=Random2026.05 | 0.45 | |
| DiCEType=Direct2026.05 | 0.32 | |
| DiCEType=Surrogate2026.05 | 0.29 |