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Benchmarks
Imbalanced Classification on Red Wine (test)
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35.06
Macro F1
ART
10.7552
17.0651
23.375
29.6849
Aug 31, 2025
Macro F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro F1
ART
Method Category=Hybrid...
2025.08
35.06
ROS
Method Category=Resamp...
2025.08
33.03
SMOTE
Method Category=Resamp...
2025.08
32.81
BALMS
Method Category=Hybrid...
2025.08
32.63
Focal Loss
Method Category=Loss-b...
2025.08
31.93
Baseline
Method Category=Baseline
2025.08
31.26
MSMOTE
Method Category=Resamp...
2025.08
29.93
LDAM+DRW
Method Category=Loss-b...
2025.08
28.78
Cost-Sensitive Learning
Method Category=Loss-b...
2025.08
27.9
OHEM
Method Category=Loss-b...
2025.08
26.97
RUS
Method Category=Resamp...
2025.08
19.28
nearmiss
Method Category=Resamp...
2025.08
11.69
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