Binary Classification on OVA Uterus
95.17AccuracySCBoost
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCBoostConfiguration=Out-of-the-box2026.06 | 95.17 | 95.44 | 97.49 | — | |
| SCBoosttuning=default2026.06 | 95.17 | 95.44 | 97.49 | — | |
| ITBoost2026.05 | 94.38 | 94.53 | 96.75 | 0.1357 | |
| LGBMConfiguration=Out-of-the-box2026.06 | 93.58 | 93.49 | 97.49 | — | |
| CATtuning=tuned2026.06 | 93.58 | 93.62 | 96.91 | — | |
| RFtuning=tuned2026.06 | 93.18 | 93.25 | 96.72 | — | |
| GBDTtuning=tuned2026.06 | 93.18 | 93.16 | 97.03 | — | |
| LGBMtuning=tuned2026.06 | 93.18 | 93.09 | 97.18 | — | |
| ADAtuning=tuned2026.06 | 92.78 | 92.78 | 97.31 | — | |
| TabPFN2026.05 | 92.37 | 92.36 | 97.58 | 0.2432 | |
| XGBtuning=tuned2026.06 | 91.95 | 91.96 | 96.49 | — | |
| NGBtuning=tuned, natural_gradient=False2026.06 | 91.95 | 91.99 | 95.87 | — | |
| LGBM2026.05 | 91.94 | 92.01 | 97.77 | 0.2476 | |
| CAT2026.05 | 91.94 | 92.06 | 97.31 | 0.2277 | |
| CATConfiguration=Out-of-the-box2026.06 | 91.17 | 91.1 | 97.03 | — | |
| ADAConfiguration=Out-of-the-box2026.06 | 90.78 | 90.54 | 96.47 | — | |
| RFConfiguration=Out-of-the-box2026.06 | 90.75 | 90.35 | 96.32 | — | |
| ADA2026.05 | 90.73 | 90.77 | 96.67 | 0.4825 | |
| GBDTConfiguration=Out-of-the-box2026.06 | 90.37 | 90.39 | 96.29 | — | |
| XGB2026.05 | 90.33 | 90.46 | 96.61 | 0.2642 | |
| GBDT2026.05 | 89.54 | 89.56 | 94.16 | 0.6694 | |
| XGBConfiguration=Out-of-the-box2026.06 | 89.13 | 89.18 | 96.44 | — | |
| NGBConfiguration=Out-of-the-box, natural_gradient=False2026.06 | 89.13 | 89.39 | 95.78 | — | |
| NGB2026.05 | 85.48 | 85.54 | 90.5 | 0.5822 |