Classification on 150 dataset-fold combinations
2.77AUC RankTabICL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TabICLQuadrant=Eagle, Prescription=Ship it2026.05 | 2.77 | 8.5 | |
| CatBoostQuadrant=Eagle, Prescription=Ship it2026.05 | 4.36 | 7.93 | |
| TabPFNQuadrant=Eagle, Prescription=Ship it2026.05 | 5.19 | 8.57 | |
| EBMQuadrant=Eagle, Prescription=Ship it2026.05 | 5.39 | 6.39 | |
| HGBQuadrant=Bull, Prescription=Apply Venn-Abers2026.05 | 6.76 | 12 | |
| LightGBMQuadrant=Bull, Prescription=Apply Venn-Abers2026.05 | 6.93 | 13.23 | |
| GBCQuadrant=Eagle, Prescription=Ship it2026.05 | 7.83 | 7.42 | |
| NCAQuadrant=Bull, Prescription=Apply Venn-Abers2026.05 | 8.97 | 11.89 | |
| RFQuadrant=Eagle, Prescription=Ship it2026.05 | 9.05 | 10.29 | |
| XGBoostQuadrant=Bull, Prescription=Apply Venn-Abers2026.05 | 9.07 | 16.65 | |
| TabMQuadrant=Bull, Prescription=Apply Venn-Abers2026.05 | 10.44 | 17.07 | |
| ExtraTreesQuadrant=Mole, Prescription=Start over2026.05 | 11.21 | 11.13 | |
| LDAQuadrant=Sloth, Prescription=Retrain2026.05 | 12.15 | 9.69 | |
| RealMLPQuadrant=Mole, Prescription=Start over2026.05 | 14.21 | 14.11 | |
| TabTrans.Quadrant=Sloth, Prescription=Retrain2026.05 | 14.89 | 10.98 | |
| NBQuadrant=Mole, Prescription=Start over2026.05 | 15.1 | 18.31 | |
| LRQuadrant=Sloth, Prescription=Retrain2026.05 | 15.34 | 7.86 | |
| MLPQuadrant=Mole, Prescription=Start over2026.05 | 16.18 | 16.03 | |
| SVMQuadrant=Sloth, Prescription=Retrain2026.05 | 16.67 | 3.93 | |
| KNNQuadrant=Mole, Prescription=Start over2026.05 | 17.97 | 16.95 | |
| AVGQuadrant=Sloth, Prescription=Retrain2026.05 | 20.53 | 2.07 |