Table 2 Precision, Recall, and F1 score for different models. The sorting of the results was based on the F1 score in descending order. The numbers are in percentage
From: Developing a hierarchical model for unraveling conspiracy theories
Model | Precision | Recall | F1 |
|---|---|---|---|
RoBERTa | 86.8 | 87.2 | 87 |
BERT | 84 | 84.5 | 84.2 |
Random Forest | 77 | 74 | 75.5 |
SVM | 76 | 74 | 75 |
Naive Bayes | 72 | 70 | 71 |
KNN | 70 | 70 | 70 |
CNN | 55.1 | 58.3 | 56.5 |