Binary Classification on Jasmine
93.81AccuracySCBoost
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCBoostConfiguration=Out-of-the-box2026.06 | 93.81 | 93.91 | 95.9 | — | |
| SCBoosttuning=default2026.06 | 93.81 | 93.91 | 95.9 | — | |
| ITBoost2026.05 | 91.79 | 91.85 | 94.15 | 0.1814 | |
| TabPFN2026.05 | 83.24 | 84.89 | 89.3 | 0.378 | |
| CATtuning=tuned2026.06 | 81.94 | 83.96 | 87.69 | — | |
| XGBtuning=tuned2026.06 | 81.7 | 83.81 | 86.37 | — | |
| RFConfiguration=Out-of-the-box2026.06 | 81.5 | 83.63 | 88.09 | — | |
| LGBMtuning=tuned2026.06 | 81.5 | 83.72 | 86.39 | — | |
| GBDTtuning=tuned2026.06 | 81.4 | 83.03 | 86.91 | — | |
| RFtuning=tuned2026.06 | 80.93 | 83.65 | 87.22 | — | |
| GBDT2026.05 | 80.9 | 82.01 | 85.74 | 0.4232 | |
| CAT2026.05 | 80.9 | 82.78 | 86.79 | 0.4134 | |
| NGBtuning=tuned, natural_gradient=False2026.06 | 80.86 | 82.82 | 85.97 | — | |
| GBDTConfiguration=Out-of-the-box2026.06 | 80.83 | 82.74 | 86.32 | — | |
| CATConfiguration=Out-of-the-box2026.06 | 80.53 | 82.48 | 87.41 | — | |
| LGBM2026.05 | 80.46 | 82.14 | 86.08 | 0.4419 | |
| LGBMConfiguration=Out-of-the-box2026.06 | 80.46 | 82.07 | 86.4 | — | |
| XGBConfiguration=Out-of-the-box2026.06 | 80.26 | 81.79 | 86.08 | — | |
| NGBConfiguration=Out-of-the-box2026.06 | 80.06 | 82.87 | 85.38 | — | |
| NGB2026.05 | 79.99 | 82.78 | 85.39 | 0.4424 | |
| ADAtuning=tuned2026.06 | 79.99 | 82 | 84.96 | — | |
| XGB2026.05 | 79.62 | 81.14 | 85.77 | 0.5027 | |
| ADAConfiguration=Out-of-the-box2026.06 | 79.29 | 81.15 | 84.34 | — | |
| ADA2026.05 | 79.22 | 81.28 | 84.39 | 0.5481 |