Multi-class Classification on Vertebral
91.53F1-score (%)IMOVNO+
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IMOVNO+validation=5-fold cross-validation2026.02 | 91.53 | 92.58 | 91.63 | 91.08 | |
| IMOVNO+Validation=5-fold cross-validation2026.02 | 91.53 | 92.58 | 91.63 | 91.08 | |
| IMOVNO+Binarization=true, Cross-validation=5-fold2026.02 | 91.53 | 92.58 | 91.63 | 91.08 | |
| IMOVNO+Strategy=Binarization, Validation=5-fold cross-validation2026.02 | 91.53 | 92.58 | 91.63 | 91.08 | |
| MDGP-Forestvalidation=5-fold cross-validation2026.02 | 81.28 | — | — | 87.06 | |
| SMOTE-CDNNValidation=5-fold cross-validation2026.02 | 80.03 | 80.44 | 81.22 | 80.2 | |
| OVO-ISMOTEBinarization=true, Cross-validation=5-fold2026.02 | 79.88 | 80.36 | 80.4 | 78.81 | |
| OVO-ISMOTEStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 79.88 | 80.36 | 80.4 | 78.81 | |
| ECDNNValidation=5-fold cross-validation2026.02 | 78.88 | 80.09 | 78.82 | 77.14 | |
| FEHCvalidation=5-fold cross-validation2026.02 | 78.68 | 79.37 | 79.61 | — | |
| GDHSvalidation=5-fold cross-validation2026.02 | 77.28 | 77.59 | 77.83 | 76.74 | |
| OVO-GDDSADBinarization=true, Cross-validation=5-fold2026.02 | 76.07 | 77.05 | 77.94 | 76.17 | |
| OVO-GDDSADStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 76.07 | 77.05 | 77.94 | 76.17 | |
| OVO-HSCFBinarization=true, Cross-validation=5-fold2026.02 | 74.76 | 75.53 | 75.02 | 72.8 | |
| OVO-HSCFStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 74.76 | 75.53 | 75.02 | 72.8 | |
| SAMME.C2Validation=5-fold cross-validation2026.02 | 74.04 | 75.23 | 74.12 | 71.21 |