TABLE 5.
Performance of the proposed model on the IMDB dataset.
| Methods | Accuracy | Precision | Recall | F1-measure |
| DT | 73.78 | 71.40 | 79.34 | 75.16 |
| SVM |
86.18 | 84.62 | 88.45 | 86.49 |
| LSTM |
82.5 | 83 | 79.9 | 81.3 |
| CNN |
87.1 | 86.8 | 88.7 | 87.5 |
| CNN-LSTM |
87.9 | 87.4 | 88.6 | 87.7 |
| RoBERTa-LSTM |
92.96 | 93 | 93 | 93 |
| RoBERTa-GRU |
94.63 | 95 | 95 | 95 |
| Proposed model | 96.28 | 97 | 97 | 97 |