Classification on Wine (Accuracy and Macro-F1)
98.89AccuracySVM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SVM2026.05 | 98.89 | 98.86 | |
| MDL-GBC2026.05 | 96.67 | 96.66 | |
| XGBoost2026.05 | 96.63 | 96.51 | |
| SGBSkNN2026.05 | 96.63 | 96.77 | |
| BH-t-SNEk=5, cross-validation=5-fold2026.05 | 96.6 | — | |
| openTSNEk=5, cross-validation=5-fold2026.05 | 96.1 | — | |
| KNN2026.05 | 96.08 | 96.19 | |
| ScOrGBC2026.05 | 96.05 | 96.3 | |
| FastUMAPk=5, cross-validation=5-fold2026.05 | 95.5 | — | |
| UMAPk=5, cross-validation=5-fold2026.05 | 95.5 | — | |
| GBTSVM2026.05 | 94.97 | 95.18 | |
| SUDEk=5, cross-validation=5-fold2026.05 | 93.8 | — | |
| CART2026.05 | 88.17 | 88.32 |