Multi-class Classification on Winequality red
95.21F1-scoreIMOVNO+
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IMOVNO+validation=5-fold cross-validation2026.02 | 95.21 | 95.62 | 95.24 | 95.02 | |
| IMOVNO+Validation=5-fold cross-validation2026.02 | 95.21 | 95.62 | 95.24 | 95.02 | |
| IMOVNO+Binarization=true, Cross-validation=5-fold2026.02 | 95.21 | 95.62 | 95.24 | 95.02 | |
| IMOVNO+Strategy=Binarization, Validation=5-fold cross-validation2026.02 | 95.21 | 95.62 | 95.24 | 95.02 | |
| OVO-ISMOTEBinarization=true, Cross-validation=5-fold2026.02 | 38.6 | 38.01 | 40.2 | 12.04 | |
| OVO-ISMOTEStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 38.6 | 38.01 | 40.2 | 12.04 | |
| OVO-HSCFBinarization=true, Cross-validation=5-fold2026.02 | 36.55 | 39.31 | 35.83 | 10.44 | |
| OVO-HSCFStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 36.55 | 39.31 | 35.83 | 10.44 | |
| MDGP-Forestvalidation=5-fold cross-validation2026.02 | 34.57 | — | — | 55.87 | |
| GDHSvalidation=5-fold cross-validation2026.02 | 29.72 | 30.72 | 39.35 | 22.35 | |
| SAMME.C2Validation=5-fold cross-validation2026.02 | 27.38 | 27.69 | 28.49 | 5.46 | |
| ECDNNValidation=5-fold cross-validation2026.02 | 26.64 | 28.07 | 26.5 | 2.37 | |
| FEHCvalidation=5-fold cross-validation2026.02 | 25.31 | 30.49 | 40.67 | — | |
| OVO-GDDSADBinarization=true, Cross-validation=5-fold2026.02 | 19.68 | 21.95 | 26.02 | 6.07 | |
| OVO-GDDSADStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 19.68 | 21.95 | 26.02 | 6.07 | |
| SMOTE-CDNNValidation=5-fold cross-validation2026.02 | 18.29 | 26.6 | 34.26 | 21.96 |