Prototype Fidelity Evaluation on Breast Cancer (test)
100FidelityA-Pete
Evaluation results
| Method | Links | |
|---|---|---|
| A-PeteFI Configuration=Tree Interpreter2026.05 | 100 | |
| A-PeteFI Configuration=Raw2026.05 | 100 | |
| G-KMFI Configuration=Tree SHAP2026.05 | 100 | |
| G-KMFI Configuration=Tree Interpreter2026.05 | 100 | |
| G-KMFI Configuration=Raw2026.05 | 100 | |
| SM-AFI Configuration=Raw2026.05 | 100 | |
| A-PeteFI Configuration=Tree SHAP2026.05 | 96.5 | |
| SM-AFI Configuration=Tree Interpreter2026.05 | 95.6 | |
| NBModel=Naive Bayes2026.05 | 94.7 | |
| LRModel=Logistic Regression2026.05 | 93.9 | |
| DTModel=Decision Tree2026.05 | 92.1 | |
| SM-AFI Configuration=Tree SHAP2026.05 | 85.1 |