Multi-label classification on Reuters-21578 (Total)
0.9074Micro-F1CB-NTR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CB-NTRloss_function=class balanced FL with negative regularization2021.09 | 0.9074 | 0.6331 | |
| NTR-FLloss_function=negative-tolerant regularization FL2021.09 | 0.907 | 0.607 | |
| DBloss_function=distribution balanced loss2021.09 | 0.9062 | 0.6447 | |
| FLloss_function=focal loss2021.09 | 0.8997 | 0.5683 | |
| R-FLloss_function=rebalanced focal loss2021.09 | 0.8947 | 0.5435 | |
| DB-0FLloss_function=distribution balance with no FL2021.09 | 0.8945 | 0.5798 | |
| CBloss_function=class balanced focal loss2021.09 | 0.8923 | 0.5296 | |
| BCEloss_function=binary cross entropy2021.09 | 0.8914 | 0.4732 | |
| SVMmodel_type=one-vs-rest SVM2021.09 | 0.876 | 0.5163 |