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ResearchFormerly WizWand

Multi-label classification on Reuters-21578 (Total)

0.9074Micro-F1CB-NTR
0.8747440.8832220.89170.900178Sep 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CB-NTRloss_function=class balanced FL with negative regularization2021.090.90740.6331
NTR-FLloss_function=negative-tolerant regularization FL2021.090.9070.607
DBloss_function=distribution balanced loss2021.090.90620.6447
FLloss_function=focal loss2021.090.89970.5683
R-FLloss_function=rebalanced focal loss2021.090.89470.5435
DB-0FLloss_function=distribution balance with no FL2021.090.89450.5798
CBloss_function=class balanced focal loss2021.090.89230.5296
BCEloss_function=binary cross entropy2021.090.89140.4732
SVMmodel_type=one-vs-rest SVM2021.090.8760.5163