Binary Classification on madelon
96.49AUCSCBoost
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SCBoostConfiguration=Out-of-the-box2026.06 | 96.49 | — | — | 93.96 | 93.85 | |
| CATConfiguration=Out-of-the-box2026.06 | 91.48 | — | — | 84.65 | 84.62 | |
| LGBMConfiguration=Out-of-the-box2026.06 | 90.02 | — | — | 81.39 | 83.3 | |
| XGBConfiguration=Out-of-the-box2026.06 | 89.17 | — | — | 82.12 | 82.33 | |
| XGBoost2025.07 | 87.6 | 0.011 | 0.002 | — | — | |
| GBDTConfiguration=Out-of-the-box2026.06 | 82.06 | — | — | 73.27 | 74.1 | |
| NGBConfiguration=Out-of-the-box2026.06 | 80.84 | — | — | 72.85 | 73.49 | |
| RFConfiguration=Out-of-the-box2026.06 | 78.92 | — | — | 71.5 | 72.1 | |
| SBN2025.07 | 72.2 | 0.024 | 0.002 | — | — | |
| ADAConfiguration=Out-of-the-box2026.06 | 65.25 | — | — | 61.12 | 61.18 |