Multi-class classification on new-thyroid (F1, G-mean)
99.5F1-scoreIMOVNO+
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IMOVNO+validation=5-fold cross-validation2026.02 | 99.5 | 99.52 | 99.5 | 99.49 | — | |
| IMOVNO+Validation=5-fold cross-validation2026.02 | 99.5 | 99.52 | 99.5 | 99.49 | — | |
| IMOVNO+Binarization=true, Cross-validation=5-fold2026.02 | 99.5 | 99.52 | 99.5 | 99.49 | — | |
| IMOVNO+Evaluation Protocol=5-fold cross-validation2026.02 | 99.5 | — | — | 99.49 | 99.5 | |
| IMOVNO+Strategy=Binarization, Validation=5-fold cross-validation2026.02 | 99.5 | 99.52 | 99.5 | 99.49 | — | |
| MDGP-Forestvalidation=5-fold cross-validation2026.02 | 96.54 | — | — | 97.12 | — | |
| SVM-E-EVRSEvaluation Protocol=5-fold cross-validation2026.02 | 95.6 | — | — | 96.3 | — | |
| OVO-ISMOTEBinarization=true, Cross-validation=5-fold2026.02 | 94.93 | 95.19 | 95.32 | 95.03 | — | |
| OVO-ISMOTEStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 94.93 | 95.19 | 95.32 | 95.03 | — | |
| DT-E-EVRSEvaluation Protocol=5-fold cross-validation2026.02 | 94.9 | — | — | 95.2 | — | |
| CPSQSVMEvaluation Protocol=5-fold cross-validation2026.02 | 93.81 | — | — | — | 96.09 | |
| FEHCvalidation=5-fold cross-validation2026.02 | 92.3 | 90.51 | 95.24 | — | — | |
| OVO-HSCFBinarization=true, Cross-validation=5-fold2026.02 | 92.18 | 94.08 | 91.59 | 90.81 | — | |
| OVO-HSCFStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 92.18 | 94.08 | 91.59 | 90.81 | — | |
| GDHSvalidation=5-fold cross-validation2026.02 | 91.39 | 89.98 | 93.62 | 93.33 | — | |
| SAMME.C2Validation=5-fold cross-validation2026.02 | 84.92 | 82.94 | 88.53 | 80.71 | — | |
| OVO-GDDSADBinarization=true, Cross-validation=5-fold2026.02 | 74.71 | 73.97 | 78.29 | 77.48 | — | |
| OVO-GDDSADStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 74.71 | 73.97 | 78.29 | 77.48 | — | |
| ECDNNValidation=5-fold cross-validation2026.02 | 35.54 | 40.49 | 35.47 | 2.61 | — | |
| SMOTE-CDNNValidation=5-fold cross-validation2026.02 | 30.94 | 39.99 | 55.84 | 50.32 | — |