Table 6. Performance comparison of deep learning classifiers using Daraz and Yelp datasets.
Deep Learning Classifiers | Daraz Dataset | Yelp Dataset | ||||||
---|---|---|---|---|---|---|---|---|
Precision | Recall | F1 Score | Accuracy | Precision | Recall | F1 Score | Accuracy | |
BERT | 71.22 | 72.41 | 72.55 | 73.07 | 75.87 | 76.25 | 77.11 | 79.89 |
LSTM | 72.44 | 73.21 | 73.88 | 74.12 | 80.85 | 81.02 | 82.14 | 83.14 |
GRU | 73.96 | 75.55 | 74.88 | 76.55 | 82.14 | 84.10 | 85.11 | 86.21 |
CNN | 77.15 | 79.21 | 78.11 | 81.31 | 85.78 | 87.14 | 88.47 | 89.41 |