TABLE 2.
The test performance of all models on the same test set.
| Indicator Model |
TSM- ResNet50 |
ResNet-50 | CNN- LSTM |
|---|---|---|---|
| Accuracy | 0.9695 | 0.9146 | 0.8597 |
| Precision | 0.9706 | 0.9600 | 0.6750 |
| Recall | 0.8919 | 0.6486 | 0.7297 |
| Specificity | 0.9921 | 0.9921 | 0.8976 |
| F1_score | 0.9296 | 0.7742 | 0.7013 |
| Model parameter | 94,289,074 | 94,367,681 | 192,999,414 |