Classification on Synthetic 16 datasets
0.935Mean AUCEBM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EBMValidation protocol=Nested cross-validation2026.07 | 0.935 | 0.1221 | 0.9747 | 88.93 | 89.75 | 4,765 | |
| XGBoostValidation protocol=Nested cross-validation2026.07 | 0.9301 | 0.1233 | 0.971 | 88.37 | 89.24 | 1,760 | |
| LightGBMValidation protocol=Nested cross-validation2026.07 | 0.9295 | 0.1231 | 0.9703 | 88.43 | 89.23 | 3,962 | |
| RuleFitValidation protocol=Nested cross-validation2026.07 | 0.9289 | 0.1223 | 0.9676 | 83.92 | 88.79 | 127 | |
| IAIML-RValidation protocol=Nested cross-validation2026.07 | 0.9259 | 0.1187 | 0.9529 | 87.25 | 88.46 | 94 | |
| IAIML-AValidation protocol=Nested cross-validation2026.07 | 0.9151 | 0.133 | 0.9611 | 84.27 | 87.24 | 99 |