Table 8.
DL models’ sensitivity, specificity, FPR, and FNR based on relative values.
| Evaluation Method |
Models | Sensitivity | Specificity | FPR | FNR | |
|---|---|---|---|---|---|---|
| Data Sets | ||||||
| Relative value | LSTM | 79.3 | 82.5 | 17.5 | 20.7 | |
| Bidirectional LSTM | 91.6 | 87.5 | 12.5 | 8.4 | ||
| CNN-LSTM | 85.2 | 87.3 | 12.7 | 14.8 | ||
| CNN-Bidirectional LSTM | 86.0 | 83.1 | 17.0 | 14.0 | ||