Counterfactual Explanations on Diabetes UCI (test)
100ValidityRobX
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RobXClassifier=Logistic Regression2026.04 | 100 | 0.584 | 0.286 | 32 | 39.8 | 41.3 | |
| RobXClassifier=Logistic Regression, Robustness setting=robust2026.04 | 100 | 1.673 | 0.765 | 42.3 | 92.6 | 73.8 | |
| BetaRCEClassifier=Logistic Regression2026.04 | 100 | 1.134 | 0.486 | 45.3 | 94.6 | 79.7 | |
| CROCEClassifier=Logistic Regression, Gamma (γ)=0.702026.04 | 99.7 | 1.895 | 0.82 | 46.7 | 100 | 96.3 | |
| CROCEClassifier=Logistic Regression, Gamma (γ)=0.802026.04 | 99.7 | 2.407 | 1.041 | 63.5 | 100 | 97.7 | |
| CROCEClassifier=Logistic Regression, Gamma (γ)=0.902026.04 | 98.8 | 2.473 | 1.067 | 67.1 | 100 | 97.5 | |
| PPCEFClassifier=Logistic Regression2026.04 | 94.8 | 0.746 | 0.311 | 27.8 | 37.3 | 38.6 |