Research Article
CNFRD: A Few-Shot Rumor Detection Framework via Capsule Network for COVID-19
Table 6
The performance of CNFRD with compared deep learning models on two datasets.
| Methods | | Accuracy | Precision | Recall | Macro F1 |
| SVM-TS [73] | 0.6522 | 0.6616 | 0.6654 | 0.6488 | CNN [74] | 0.7556 | 0.7648 | 0.7691 | 0.7706 | GRU [27] | 0.8052 | 0.8369 | 0.8144 | 0.7960 | CNFRD | 0.8892 | 0.8795 | 0.8836 | 0.8862 |
| Methods | | Accuracy | Precision | Recall | Macro F1 |
| SVM-TS [73] | 0.6420 | 0.6486 | 0.6419 | 0.6481 | CNN [74] | 0.7424 | 0.7463 | 0.7357 | 0.7495 | GRU [27] | 0.7996 | 0.8011 | 0.8078 | 0.7952 | CNFRD | 0.8707 | 0.8754 | 0.8620 | 0.8781 |
|
|