Multi-class classification on Yeast
91.53F1-scoreIMOVNO+
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| IMOVNO+validation=5-fold cross-validation2026.02 | 91.53 | 93.2 | 91.81 | 90.62 | — | — | — | — | |
| IMOVNO+Validation=5-fold cross-validation2026.02 | 91.53 | 93.2 | 91.81 | 90.62 | — | — | — | — | |
| IMOVNO+Binarization=true, Cross-validation=5-fold2026.02 | 91.53 | 93.2 | 91.81 | 90.62 | — | — | — | — | |
| IMOVNO+Evaluation Protocol=5-fold cross-validation2026.02 | 91.53 | — | — | 90.62 | 91.77 | — | — | — | |
| IMOVNO+Strategy=Binarization, Validation=5-fold cross-validation2026.02 | 91.53 | 93.2 | 91.81 | 90.62 | — | — | — | — | |
| SVM-E-EVRSEvaluation Protocol=5-fold cross-validation2026.02 | 59.8 | — | — | 59.2 | — | — | — | — | |
| MDGP-Forestvalidation=5-fold cross-validation2026.02 | 58.35 | — | — | 73.69 | — | — | — | — | |
| OVO-ISMOTEBinarization=true, Cross-validation=5-fold2026.02 | 57.78 | 57.71 | 59.35 | 36.88 | — | — | — | — | |
| OVO-ISMOTEStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 57.78 | 57.71 | 59.35 | 36.88 | — | — | — | — | |
| ECDNNValidation=5-fold cross-validation2026.02 | 57.15 | 60.2 | 56.36 | 29.72 | — | — | — | — | |
| DT-E-EVRSEvaluation Protocol=5-fold cross-validation2026.02 | 56.3 | — | — | 70.4 | — | — | — | — | |
| CPSQSVMEvaluation Protocol=5-fold cross-validation2026.02 | 52.24 | — | — | — | 58.15 | — | — | — | |
| OVO-HSCFBinarization=true, Cross-validation=5-fold2026.02 | 49.16 | 50.88 | 49.84 | 24.66 | — | — | — | — | |
| OVO-HSCFStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 49.16 | 50.88 | 49.84 | 24.66 | — | — | — | — | |
| FEHCvalidation=5-fold cross-validation2026.02 | 48.08 | 47.07 | 55.86 | — | — | — | — | — | |
| GDHSvalidation=5-fold cross-validation2026.02 | 45.64 | 45.14 | 51.6 | 38.28 | — | — | — | — | |
| OVO-GDDSADBinarization=true, Cross-validation=5-fold2026.02 | 45.48 | 45.55 | 48.96 | 27.84 | — | — | — | — | |
| OVO-GDDSADStrategy=Binarization, Validation=5-fold cross-validation2026.02 | 45.48 | 45.55 | 48.96 | 27.84 | — | — | — | — | |
| SMOTE-CDNNValidation=5-fold cross-validation2026.02 | 44.19 | 45.54 | 56.34 | 44.24 | — | — | — | — | |
| SAMME.C2Validation=5-fold cross-validation2026.02 | 33.44 | 35.91 | 35.35 | 7.35 | — | — | — | — | |
| BS1Model=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 67.1 | — | 0.002 | |
| BS2Model=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 67.7 | — | 0 | |
| ClassyProtocol=One-vs-Rest2026.03 | — | — | — | — | — | 78.09 | 13,511 | — | |
| CT GANModel=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 68.6 | — | 0.008 | |
| CWModel=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 67.1 | — | 0 | |
| DWNProtocol=One-vs-Rest2026.03 | — | — | — | — | — | 67.21 | 305,041 | — | |
| Forest DiffModel=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 68.4 | — | 0.007 | |
| GOSDTProtocol=One-vs-Rest2026.03 | — | — | — | — | — | 67.67 | 376 | — | |
| MGS (d + 1)Model=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 68.9 | — | 0 | |
| NeuRulesProtocol=One-vs-Rest2026.03 | — | — | — | — | — | 77.87 | 3,078 | — | |
| NM1Model=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 61.9 | — | 0.002 | |
| NoneModel=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 67.3 | — | 0.002 | |
| RL-NetProtocol=One-vs-Rest2026.03 | — | — | — | — | — | 70.82 | 425 | — | |
| ROSModel=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 68 | — | 0.006 | |
| RUSModel=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 64.7 | — | 0.006 | |
| SMOTEModel=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 67.3 | — | 0.002 | |
| SMOTE K-tunedModel=LightGBM, Tuning=not tuned2024.02 | — | — | — | — | — | 68.3 | — | 0.003 | |
| TabMProtocol=One-vs-Rest2026.03 | — | — | — | — | — | 85.64 | — | — | |
| TT-SPARSEProtocol=One-vs-Rest2026.03 | — | — | — | — | — | 84.57 | 7,714 | — |