Binary Classification on electricity
96.8AUCXGBoost
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| XGBoost2025.07 | 96.8 | 0.002 | 0.002 | — | |
| TabM2026.03 | 96.66 | — | — | — | |
| Classy2026.03 | 88.95 | — | — | 73,112 | |
| SBN2025.07 | 88.6 | 0.009 | 0.002 | — | |
| TT-SPARSE2026.03 | 88.23 | — | — | 9,929 | |
| RuleFit2026.03 | 87.45 | — | — | 18,632 | |
| GLRM2026.03 | 87.05 | — | — | 613 | |
| NeuRules2026.03 | 83.97 | — | — | 2,406 | |
| RRL2026.03 | 83.87 | — | — | 566 | |
| DWN2026.03 | 81.6 | — | — | 291,396 | |
| GOSDT2026.03 | 77.34 | — | — | 200 | |
| H3 (XXL)Setting=HardCOp4DA, Feature Augmentation=Faug2026.05 | 76.7 | — | — | — | |
| H1 (Mean15)Setting=HardCOp4DA, Feature Augmentation=Faug2026.05 | 76.2 | — | — | — | |
| H2 (Ensem20)Setting=HardCOp4DA, Feature Augmentation=Faug2026.05 | 76.2 | — | — | — | |
| VIP_COpSetting=HardCOp4DA, Feature Augmentation=Faug2026.05 | 76.1 | — | — | — | |
| O2 (DT+TFM)Setting=HardCOp4DA, Feature Augmentation=Faug2026.05 | 75.5 | — | — | — | |
| RL-Net2026.03 | 74.59 | — | — | 11,210 | |
| O1 (Kmeans)Setting=HardCOp4DA, Feature Augmentation=Faug2026.05 | 74 | — | — | — |