Multi-class Classification on Zoo
100F1-scoreIMOVNO+
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IMOVNO+Validation=5-fold cross-validation2026.02 | 100 | 100 | 100 | 100 | — | |
| IMOVNO+Binarization=true, Cross-validation=5-fold2026.02 | 100 | 100 | 100 | 100 | — | |
| IMOVNO+Evaluation Protocol=5-fold cross-validation2026.02 | 100 | — | — | 100 | 100 | |
| IMOVNO+Strategy=Binarization, Validation=5-fold cross-validation2026.02 | 100 | 100 | 100 | 100 | — | |
| DT-E-EVRSEvaluation Protocol=5-fold cross-validation2026.02 | 92.8 | — | — | 70 | — | |
| SVM-E-EVRSEvaluation Protocol=5-fold cross-validation2026.02 | 91.8 | — | — | 78.9 | — | |
| OVO-ISMOTEBinarization=true, Cross-validation=5-fold2026.02 | 89.33 | 86.6 | 90.62 | 67.55 | — | |
| OVO-ISMOTEStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 89.33 | 86.6 | 90.62 | 67.55 | — | |
| CPSQSVMEvaluation Protocol=5-fold cross-validation2026.02 | 89.11 | — | — | — | 96.69 | |
| SMOTE-CDNNValidation=5-fold cross-validation2026.02 | 83.38 | 83.07 | 86.09 | 55.22 | — | |
| OVO-HSCFBinarization=true, Cross-validation=5-fold2026.02 | 83.29 | 83.13 | 85.55 | 52.18 | — | |
| OVO-HSCFStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 83.29 | 83.13 | 85.55 | 52.18 | — | |
| ECDNNValidation=5-fold cross-validation2026.02 | 78.79 | 78.76 | 81.1 | 37.67 | — | |
| OVO-GDDSADBinarization=true, Cross-validation=5-fold2026.02 | 75.23 | 78.08 | 78.71 | 50.97 | — | |
| OVO-GDDSADStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 75.23 | 78.08 | 78.71 | 50.97 | — | |
| SAMME.C2Validation=5-fold cross-validation2026.02 | 67.54 | 65.38 | 74.11 | 24.03 | — |