Table 5.
The performance results of 13 hyperparameters tuning models (beat-based segmentation)
| Model | Performance (%) | ||||
|---|---|---|---|---|---|
| ACC | SEN | SPE | PRE | F1 | |
| 1 | 97.43 | 90.99 | 98.29 | 90.95 | 90.95 |
| 2 | 97.77 | 91.80 | 98.51 | 91.96 | 91.85 |
| 3 | 97.92 | 92.11 | 98.60 | 92.63 | 92.34 |
| 4 | 98.05 | 92.73 | 98.70 | 93.06 | 92.86 |
| 5 | 98.23 | 93.64 | 98.80 | 93.98 | 93.80 |
| 6 | 98.31 | 94.01 | 98.86 | 94.20 | 94.10 |
| 7 | 98.47 | 94.66 | 98.98 | 94.69 | 94.67 |
| 8 | 98.59 | 95.11 | 99.06 | 95.06 | 95.07 |
| 9 | 98.70 | 95.33 | 99.12 | 95.56 | 95.44 |
| 10 | 98.78 | 95.65 | 99.18 | 95.84 | 95.74 |
| 11 | 98.82 | 95.93 | 99.21 | 95.94 | 95.93 |
| 12 | 98.74 | 95.63 | 99.16 | 95.52 | 95.56 |
| 13 | 98.70 | 95.33 | 99.12 | 95.56 | 95.44 |