Classification on Real-world 24 datasets
90.94Mean AUCLightGBM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LightGBMValidation protocol=Nested cross-validation2026.07 | 90.94 | 8.6 | 0.9354 | 77.96 | 87.85 | 3,051 | |
| EBMValidation protocol=Nested cross-validation2026.07 | 90.8 | 8.05 | 0.9258 | 76.75 | 87.41 | 2,278 | |
| XGBoostValidation protocol=Nested cross-validation2026.07 | 90.79 | 8.36 | 0.934 | 77.1 | 87.39 | 1,674 | |
| RuleFitValidation protocol=Nested cross-validation2026.07 | 90.03 | 8.48 | 0.9244 | 73.04 | 86.6 | 133 | |
| IAIML-RValidation protocol=Nested cross-validation2026.07 | 90.02 | 8.09 | 0.9131 | 75.77 | 86.81 | 140 | |
| IAIML-AValidation protocol=Nested cross-validation2026.07 | 89.8 | 8.19 | 0.9115 | 75.46 | 86.65 | 134 |