Imbalanced Classification on Red Wine (test)
35.06Macro F1ART
Evaluation Results
| Method | Links | |
|---|---|---|
| ARTMethod Category=Hybrid Methods2025.08 | 35.06 | |
| ROSMethod Category=Resampling Based Methods2025.08 | 33.03 | |
| SMOTEMethod Category=Resampling Based Methods2025.08 | 32.81 | |
| BALMSMethod Category=Hybrid Methods2025.08 | 32.63 | |
| Focal LossMethod Category=Loss-based Methods2025.08 | 31.93 | |
| BaselineMethod Category=Baseline2025.08 | 31.26 | |
| MSMOTEMethod Category=Resampling Based Methods2025.08 | 29.93 | |
| LDAM+DRWMethod Category=Loss-based Methods2025.08 | 28.78 | |
| Cost-Sensitive LearningMethod Category=Loss-based Methods2025.08 | 27.9 | |
| OHEMMethod Category=Loss-based Methods2025.08 | 26.97 | |
| RUSMethod Category=Resampling Based Methods2025.08 | 19.28 | |
| nearmissMethod Category=Resampling Based Methods2025.08 | 11.69 |