Counterfactual Explanation on ecoli (Proximity score)
6.19Proximity ScoreDiCE
Evaluation Results
| Method | Links | |
|---|---|---|
| DiCENon-actionable feature constraint=true, Model access=Surrogate2026.05 | 6.19 | |
| DiCENon-actionable feature constraint=true, Model access=Direct2026.05 | 6.19 | |
| BayConNon-actionable feature constraint=true, Selection strategy=Random2026.05 | 5.91 | |
| BayConNon-actionable feature constraint=true, Selection strategy=Closest2026.05 | 5.71 | |
| ExDBSCANNon-actionable feature constraint=true2026.05 | 4.4 | |
| ExDBSCANNon-actionable feature constraint=true, Selection strategy=Random2026.05 | 3.7 |