Counterfactual Explanation on diggle table a1
2.3Proximity ScoreDiCE
Evaluation results
| Method | Links | |
|---|---|---|
| DiCENon-actionable feature constraint=true, Model access=Direct2026.05 | 2.3 | |
| DiCENon-actionable feature constraint=true, Model access=Surrogate2026.05 | 2.1 | |
| BayConNon-actionable feature constraint=true, Selection strategy=Random2026.05 | 1.9 | |
| GSNon-actionable feature constraint=true, Model access=Surrogate2026.05 | 1.8 | |
| ExDBSCANNon-actionable feature constraint=true2026.05 | 1.7 | |
| BayConNon-actionable feature constraint=true, Selection strategy=Closest2026.05 | 1.5 | |
| ExDBSCANNon-actionable feature constraint=true, Selection strategy=Random2026.05 | 1.3 |