Table 4.
Accuracy | Precision | Recall | F1 Score | AUC | |
---|---|---|---|---|---|
Bi-LSTM-128, learning rate = 0.0001, epoch = 50 | 89.8% | 44.0% | 47.2% | 45.5% | 85.8% |
BERT, learning rate = 0.0001, epoch = 3 | 91.6% | 93.4% | 97.6% | 95.5% | 84.7% |
SVM-linear | 92.3% | 19.5% | 78.6% | 31.2% | 85.6% |
Complement NB | 88.8% | 23.0% | 32.8% | 27.1% | 62.7% |