Classification on German Credit (AUROC)
81.5AUROCXGBoost
Evaluation results
| Method | Links | |
|---|---|---|
| XGBoostGroup=Tree2026.05 | 81.5 | |
| FlagGAM + RF HeadGroup=Ours2026.05 | 80.7 | |
| EBMGroup=Additive2026.05 | 79.2 | |
| RFGroup=Tree2026.05 | 78.5 | |
| FlagGAMGroup=Ours2026.05 | 77.5 | |
| TabNetGroup=Deep2026.05 | 76.5 | |
| Unbiasediterations=50, cross_validation=10 times repeated 5-fold, training_context=unbiased dataset2026.03 | 76.4 | |
| MRSiterations=50, cross_validation=10 times repeated 5-fold2026.03 | 67.2 | |
| Uniformiterations=50, cross_validation=10 times repeated 5-fold2026.03 | 66.7 | |
| PSAiterations=50, cross_validation=10 times repeated 5-fold2026.03 | 65.9 | |
| KMMiterations=50, cross_validation=10 times repeated 5-fold2026.03 | 64.9 | |
| FW-MRSRFiterations=50, cross_validation=10 times repeated 5-fold2026.03 | 64.2 | |
| FW-MRSSVMiterations=50, cross_validation=10 times repeated 5-fold2026.03 | 63.9 |