Table A5.
Comparison for Deep Learning Algorithms.
| Folds | Accuracy | Precision | Recall | F1-Score | ||||
|---|---|---|---|---|---|---|---|---|
| Hybrid CNN |
LSTM- CNN |
Hybrid CNN |
LSTM- CNN |
Hybrid CNN |
LSTM- CNN |
Hybrid CNN |
LSTM- CNN |
|
| 1 | 99.99 | 99.99 | 99.99 | 99.99 | 99.4 | 99.99 | 99.99 | 99.99 |
| 2 | 99.99 | 99.99 | 99.4 | 99.99 | 99.99 | 99.99 | 99.4 | 99.99 |
| 3 | 99.4 | 99.8 | 99.99 | 99.99 | 99.6 | 99.99 | 99.4 | 99.4 |
| 4 | 99.99 | 99.99 | 99.6 | 99.8 | 99.99 | 99.99 | 99.99 | 99.8 |
| 5 | 99.99 | 99.99 | 99.99 | 99.99 | 99.99 | 99.8 | 99.6 | 99.99 |
| 6 | 99.8 | 98.36 | 99.99 | 98.16 | 99.4 | 99.99 | 99.99 | 99.99 |
| 7 | 99.99 | 99.99 | 99.99 | 99.99 | 99.99 | 99.99 | 99.99 | 99.8 |
| 8 | 99.17 | 99.6 | 99.08 | 99.99 | 99.6 | 99.99 | 99.4 | 99.99 |
| 9 | 99.99 | 99.99 | 99.99 | 99.99 | 99.99 | 99.6 | 99.99 | 99.6 |
| 10 | 99.99 | 99.99 | 99.99 | 99.99 | 99.99 | 99.99 | 99.4 | 99.99 |
| Average | 99.83 | 99.79 | 99.80 | 99.78 | 99.79 | 99.93 | 99.71 | 99.85 |
| Variance | 0.09 | 0.26 | 0.11 | 0.33 | 0.07 | 0.02 | 0.09 | 0.04 |