Imbalanced Classification on Pima (test)
76.31Macro F1ART
Evaluation Results
| Method | Links | |
|---|---|---|
| ARTMethod Category=Hybrid Methods2025.08 | 76.31 | |
| nearmissMethod Category=Resampling Based Methods2025.08 | 75.66 | |
| LDAM+DRWMethod Category=Loss-based Methods2025.08 | 75.59 | |
| RUSMethod Category=Resampling Based Methods2025.08 | 75.29 | |
| SMOTEMethod Category=Resampling Based Methods2025.08 | 75 | |
| ROSMethod Category=Resampling Based Methods2025.08 | 74.83 | |
| MSMOTEMethod Category=Resampling Based Methods2025.08 | 74.79 | |
| Cost-Sensitive LearningMethod Category=Loss-based Methods2025.08 | 74.42 | |
| Focal LossMethod Category=Loss-based Methods2025.08 | 74.14 | |
| BaselineMethod Category=Baseline2025.08 | 73.71 | |
| OHEMMethod Category=Loss-based Methods2025.08 | 73.44 | |
| BALMSMethod Category=Hybrid Methods2025.08 | 71.75 |