Counterfactual Explanation Diversity on autoPrice
7.2DiversityExDBSCAN
Evaluation Results
| Method | Links | |
|---|---|---|
| ExDBSCAN2026.05 | 7.2 | |
| ExDBSCAN2026.05 | 7.2 | |
| DiCEType=Surrogate2026.05 | 1 | |
| GSType=Surrogate2026.05 | 0.95 | |
| GSType=Surrogate2026.05 | 0.92 | |
| ExDBSCANSelection strategy=Random2026.05 | 0.727 | |
| BayConSelection strategy=Random2026.05 | 0.58 | |
| BayConSelection=Random2026.05 | 0.58 | |
| BayConSelection strategy=Closest2026.05 | 0.57 | |
| BayConSelection=Closest2026.05 | 0.57 | |
| ExDBSCANSelection=Random2026.05 | 0.42 | |
| DiCEType=Surrogate2026.05 | 0.13 |