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Imbalanced Classification on Yeast (test)

53.06Macro F1ART
37.054441.209745.36549.5203Aug 31, 2025

Evaluation results

MethodLinks
ARTMethod Category=Hybrid Methods2025.0853.06
BaselineMethod Category=Baseline2025.0851.52
Focal LossMethod Category=Loss-based Methods2025.0850.94
LDAM+DRWMethod Category=Loss-based Methods2025.0850.73
MSMOTEMethod Category=Resampling Based Methods2025.0850.08
OHEMMethod Category=Loss-based Methods2025.0850.07
BALMSMethod Category=Hybrid Methods2025.0849.69
SMOTEMethod Category=Resampling Based Methods2025.0848.29
ROSMethod Category=Resampling Based Methods2025.0847.27
RUSMethod Category=Resampling Based Methods2025.0842.86
Cost-Sensitive LearningMethod Category=Loss-based Methods2025.0839.12
nearmissMethod Category=Resampling Based Methods2025.0837.67