Local Counterfactual Explanations on Wine
1ValidityDiCE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DiCE2024.05 | 1 | 0.72 | 0.03 | |
| Wach2024.05 | 1 | 0.43 | 0.03 | |
| CCHVAE2024.05 | 1 | 0.79 | 0.09 | |
| PPCEF2024.05 | 1 | 0.66 | 0.07 | |
| OURlocal2024.05 | 1 | 0.69 | 0.05 | |
| GLOBE-CEConfiguration=Global, Classification Model=2-layer MLP2024.05 | 1 | 0.73 | 0.04 | |
| OURConfiguration=Global, Classification Model=2-layer MLP2024.05 | 1 | 0.73 | 0.06 | |
| GLANCEConfiguration=Global, Classification Model=2-layer MLP2024.05 | 0.57 | 0.46 | 0.06 |