Table 3.
DL models’ accuracy, precision, and F1-score based on raw values.
| Evaluation Method |
Models | Accuracy | Precision | F1-Score | |
|---|---|---|---|---|---|
| Data Sets | |||||
| Raw data | LSTM | 70.1 | 67.9 | 75.4 | |
| Bidirectional LSTM | 91.8 | 85.3 | 91.7 | ||
| CNN-LSTM | 93.7 | 96.6 | 93.7 | ||
| CNN-Bidirectional LSTM | 94.0 | 94.6 | 94.1 | ||