Classification on 40-dataset panel Full (Overall)
0.9188Mean AUCEBM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EBMValidation protocol=Nested cross-validation2026.07 | 0.9188 | 0.0987 | 0.9516 | 0.8162 | 0.8835 | 3,273 | |
| LightGBMValidation protocol=Nested cross-validation2026.07 | 0.9174 | 0.1014 | 0.9553 | 0.8215 | 0.884 | 3,415 | |
| XGBoostValidation protocol=Nested cross-validation2026.07 | 0.9168 | 0.1004 | 0.9485 | 0.8161 | 0.8813 | 1,708 | |
| RuleFitValidation protocol=Nested cross-validation2026.07 | 0.9118 | 0.101 | 0.9419 | 0.7739 | 0.8748 | 131 | |
| IAIML-RValidation protocol=Nested cross-validation2026.07 | 0.9105 | 0.0971 | 0.9335 | 0.8037 | 0.8747 | 122 | |
| IAIML-AValidation protocol=Nested cross-validation2026.07 | 0.9048 | 0.1041 | 0.9328 | 0.7898 | 0.8688 | 120 |