Table 2 Performance comparison of deep learning models
Algorithm | Accuracy (%) | Precision (avg) (%) | Recall (avg) (%) | F1score (avg) (%) |
|---|---|---|---|---|
LSTM | 71.935 | 72.326 | 71.918 | 72.011 |
ResNet18 | 94.193 | 94.447 | 94.230 | 94.206 |
ResNet18 + LSTM | 97.419 | 97.410 | 97.404 | 97.405 |
Transfer learning ResNet18 + LSTM | 99.032 | 99.057 | 99.020 | 99.024 |