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ResearchFormerly WizWand

Multi-label classification on Reuters-21578 (Tail)

0.4889Micro-F1DB
-0.0195560.1124470.244450.376453Sep 10, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DBloss_function=distribution balanced loss2021.090.48890.3139
CB-NTRloss_function=class balanced FL with negative regularization2021.090.46320.3231
NTR-FLloss_function=negative-tolerant regularization FL2021.090.39510.2233
DB-0FLloss_function=distribution balance with no FL2021.090.31170.1905
FLloss_function=focal loss2021.090.2740.1537
R-FLloss_function=rebalanced focal loss2021.090.250.1422
CBloss_function=class balanced focal loss2021.090.23080.0993
SVMmodel_type=one-vs-rest SVM2021.090.22540.1383
BCEloss_function=binary cross entropy2021.0900