Table 5.
Metrics score of the proposed and comparison methods.
| Method | Pressure | Accuracy | Precision | Recall | F1 score |
|---|---|---|---|---|---|
| Proposed | 3 bar | 99.52% | 99.53% | 99.52% | 99.52% |
| 3.5 bar | 99.06% | 99.07% | 99.06% | 99.06% | |
| 4 bar | 100.00% | 100.00% | 100.00% | 100.00% | |
| TL-CNN | 3 bar | 97.58% | 97.93% | 97.85% | 97.85% |
| 3.5 bar | 97.65% | 97.69% | 97.65% | 97.65% | |
| 4 bar | 97.17% | 97.23% | 97.17% | 97.16% | |
| SIOE | 3 bar | 95.93% | 96.10% | 95.93% | 95.92% |
| 3.5 bar | 90.38% | 90.40% | 90.38% | 90.28% | |
| 4 bar | 98.26% | 98.27% | 98.26% | 98.26% | |
| KCFP | 3 bar | 94.51% | 94.59% | 94.63% | 94.54% |
| 3.5 bar | 93.79% | 93.83% | 93.90% | 93.78% | |
| 4 bar | 97.50% | 97.50% | 97.46% | 97.40% | |
| ESDPCL | 3 bar | 97.20% | 94.80% | 94.40% | 94.50% |
| 3.5 bar | 96.48% | 96.45% | 96.49% | 96.47% | |
| 4 bar | 92.59% | 92.41% | 91.48% | 91.72% | |
| KCFP-MLP | 3 bar | 98.78% | 98.79% | 98.78% | 98.77% |
| 3.5 bar | 97.42% | 97.59% | 97.33% | 97.40% | |
| 4 bar | 99.50% | 99.54% | 99.50% | 99.51% |