Group Counterfactual Explanations on Adult, COMPAS, Default Credit, German Credit, HELOC (test)
38Dominance RateGLANCE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GLANCEComparison Baseline=Overall (all competitors), s-GCE problem sparsity (s)=82024.05 | 38 | 100 | |
| GLANCEComparison Baseline=GLOBE-CE, s-GCE problem sparsity (s)=82024.05 | 11 | 0 | |
| GLANCEComparison Baseline=dGLOBE-CE, s-GCE problem sparsity (s)=82024.05 | 11 | 100 | |
| GLANCEComparison Baseline=GroupCF, s-GCE problem sparsity (s)=82024.05 | 9 | 0 | |
| GLANCEComparison Baseline=CET, s-GCE problem sparsity (s)=82024.05 | 6 | 0 | |
| GLANCEComparison Baseline=Fast AReS, s-GCE problem sparsity (s)=82024.05 | 1 | 0 |