Multi-class Classification on Glass
91.68F1-scoreIMOVNO+
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IMOVNO+validation=5-fold cross-validation2026.02 | 91.68 | 93.35 | 91.85 | 90.06 | |
| IMOVNO+Validation=5-fold cross-validation2026.02 | 91.68 | 93.35 | 91.85 | 90.06 | |
| IMOVNO+Binarization=true, Cross-validation=5-fold2026.02 | 91.68 | 93.35 | 91.85 | 90.06 | |
| IMOVNO+Strategy=Binarization, Validation=5-fold cross-validation2026.02 | 91.68 | 93.35 | 91.85 | 90.06 | |
| MDGP-Forestvalidation=5-fold cross-validation2026.02 | 76.36 | — | — | 84.82 | |
| OVO-ISMOTEBinarization=true, Cross-validation=5-fold2026.02 | 75.96 | 78.12 | 77.99 | 65.91 | |
| OVO-ISMOTEStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 75.96 | 78.12 | 77.99 | 65.91 | |
| OVO-HSCFBinarization=true, Cross-validation=5-fold2026.02 | 69.59 | 73.55 | 69.83 | 53.8 | |
| OVO-HSCFStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 69.59 | 73.55 | 69.83 | 53.8 | |
| GDHSvalidation=5-fold cross-validation2026.02 | 66.72 | 67.62 | 74.06 | 69.43 | |
| FEHCvalidation=5-fold cross-validation2026.02 | 65.22 | 65.73 | 74.22 | — | |
| SMOTE-CDNNValidation=5-fold cross-validation2026.02 | 57.98 | 60.41 | 66.54 | 59.17 | |
| ECDNNValidation=5-fold cross-validation2026.02 | 57.91 | 63.1 | 57.77 | 27.65 | |
| SAMME.C2Validation=5-fold cross-validation2026.02 | 49.59 | 51.67 | 51.17 | 15.88 | |
| OVO-GDDSADBinarization=true, Cross-validation=5-fold2026.02 | 16.25 | 17.53 | 19.78 | 2.41 | |
| OVO-GDDSADStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 16.25 | 17.53 | 19.78 | 2.41 |