Classification on Madelon (ACC, F1, AUC)
93.96AccuracySCBoost
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SCBoosttuning=default2026.06 | 93.96 | 93.85 | 96.49 | |
| CATtuning=tuned2026.06 | 86.81 | 86.72 | 93.15 | |
| GBDTtuning=tuned2026.06 | 85 | 85.55 | 91.63 | |
| XGBtuning=tuned2026.06 | 84.69 | 84.92 | 91.08 | |
| LGBMtuning=tuned2026.06 | 84.15 | 84.37 | 90.88 | |
| NGBtuning=tuned, natural_gradient=False2026.06 | 75 | 75.65 | 82.36 | |
| RFtuning=tuned2026.06 | 71.04 | 72.76 | 78.55 | |
| ADAtuning=tuned2026.06 | 62.92 | 62.65 | 68.5 |