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Benchmarks
Imbalanced Classification on Pima (test)
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76.31
Macro F1
ART
71.5676
72.7988
74.03
75.2612
Aug 31, 2025
Macro F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro F1
ART
Method Category=Hybrid...
2025.08
76.31
nearmiss
Method Category=Resamp...
2025.08
75.66
LDAM+DRW
Method Category=Loss-b...
2025.08
75.59
RUS
Method Category=Resamp...
2025.08
75.29
SMOTE
Method Category=Resamp...
2025.08
75
ROS
Method Category=Resamp...
2025.08
74.83
MSMOTE
Method Category=Resamp...
2025.08
74.79
Cost-Sensitive Learning
Method Category=Loss-b...
2025.08
74.42
Focal Loss
Method Category=Loss-b...
2025.08
74.14
Baseline
Method Category=Baseline
2025.08
73.71
OHEM
Method Category=Loss-b...
2025.08
73.44
BALMS
Method Category=Hybrid...
2025.08
71.75
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