Table 7 The experimental results of various models employing FastText.
From: Sentiment analysis using long short term memory and amended dwarf mongoose optimization algorithm
Model | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
LSTM–ADMO | 95.24 | 94.19 | 95.38 | 95.23 |
LSTM | 89.34 | 89.27 | 89.13 | 89.29 |
Bi-GRU | 90.25 | 90.43 | 90.06 | 90.31 |
GRU | 87.34 | 87.42 | 87.47 | 87.38 |
KNN | 85.38 | 85.17 | 85.29 | 85.31 |
CNN | 87.38 | 87.51 | 87.48 | 87.29 |
BERT | 87.39 | 87.43 | 87.85 | 87.42 |
CNN-BERT | 91.34 | 91.47 | 91.62 | 91.50 |
