Multi-label Classification on Reuters-21578 (Head)
92.46Micro-F1CB-NTR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CB-NTRloss_function=class balanced FL with negative regularization2021.09 | 92.46 | 83.28 | |
| NTR-FLloss_function=negative-tolerant regularization FL2021.09 | 92.37 | 82.65 | |
| DBloss_function=distribution balanced loss2021.09 | 92.14 | 83.48 | |
| FLloss_function=focal loss2021.09 | 91.83 | 82.64 | |
| BCEloss_function=binary cross entropy2021.09 | 91.75 | 82.81 | |
| R-FLloss_function=rebalanced focal loss2021.09 | 91.59 | 80.39 | |
| CBloss_function=class balanced focal loss2021.09 | 91.56 | 80.44 | |
| DB-0FLloss_function=distribution balance with no FL2021.09 | 91.21 | 82.05 | |
| SVMmodel_type=one-vs-rest SVM2021.09 | 89.87 | 78.47 |