Table 6.
DL models’ sensitivity, specificity, FPR, and FNR based on power values.
| Evaluation Method |
Models | Sensitivity | Specificity | FPR | FNR | |
|---|---|---|---|---|---|---|
| Data Sets | ||||||
| Power value | LSTM | 73.8 | 64.2 | 35.8 | 26.2 | |
| Bidirectional LSTM | 88.3 | 70.8 | 29.2 | 11.7 | ||
| CNN-LSTM | 86.8 | 65.1 | 34.9 | 13.2 | ||
| CNN-Bidirectional LSTM | 82.7 | 81.5 | 18.5 | 17.3 | ||