Research Article
CNFRD: A Few-Shot Rumor Detection Framework via Capsule Network for COVID-19
Table 8
The performance of CNFRD and its variants on two datasets.
| Methods | | Accuracy | Precision | Recall | Macro F1 |
| CNFRD W/O BERT | 0.8550 | 0.8596 | 0.8501 | 0.8527 | CNFRD W/O Capsnet | 0.8388 | 0.8367 | 0.8264 | 0.8325 | CNFRD W/EuD | 0.8628 | 0.8659 | 0.8616 | 0.8642 | CNFRD | 0.8892 | 0.8795 | 0.8836 | 0.8862 |
| Methods | | Accuracy | Precision | Recall | Macro F1 |
| CNFRD W/O BERT | 0.8499 | 0.8482 | 0.8459 | 0.8506 | CNFRD W/O Capsnet | 0.8301 | 0.8298 | 0.8322 | 0.8287 | CNFRD W/EuD | 0.8652 | 0.8549 | 0.8589 | 0.8604 | CNFRD | 0.8707 | 0.8754 | 0.8620 | 0.8781 |
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