Counterfactual Explanation on heart-statlog (Proximity score)
4.3Proximity ScoreDiCE
Evaluation results
| Method | Links | |
|---|---|---|
| DiCENon-actionable feature constraint=true, Model access=Surrogate2026.05 | 4.3 | |
| DiCENon-actionable feature constraint=true, Model access=Direct2026.05 | 4.06 | |
| BayConNon-actionable feature constraint=true, Selection strategy=Random2026.05 | 2.9 | |
| GSNon-actionable feature constraint=true, Model access=Surrogate2026.05 | 2.6 | |
| BayConNon-actionable feature constraint=true, Selection strategy=Closest2026.05 | 2.3 | |
| ExDBSCANNon-actionable feature constraint=true2026.05 | 1.8 | |
| ExDBSCANNon-actionable feature constraint=true, Selection strategy=Random2026.05 | 1.3 |