Table 3 Hyperparameter tuning experiments
| Â | Accuracy (%) | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | F1 score (%) | Score |
|---|---|---|---|---|---|---|---|
\({n}_{h}\) | Â | Â | Â | Â | Â | Â | Â |
1 | 96.47 | 95.85 | 97.10 | 97.06 | 95.90 | 96.45 | 5.7883 |
2 | 94.89 | 94.47 | 95.30 | 95.25 | 94.53 | 94.86 | 5.6930 |
4 | 96.46 | 95.43 | 97.48 | 97.42 | 95.53 | 96.42 | 5.7874 |
8 | 93.74 | 94.71 | 92.78 | 92.90 | 94.62 | 93.80 | 5.6255 |
\({d}_{1}\) | Â | Â | Â | Â | Â | Â | Â |
128 | 95.33 | 95.72 | 94.94 | 94.98 | 95.69 | 95.35 | 5.7201 |
256 | 96.47 | 95.85 | 97.10 | 97.06 | 95.90 | 96.45 | 5.7883 |
512 | 93.21 | 93.60 | 92.82 | 92.87 | 93.56 | 93.23 | 5.5929 |
1024 | 96.31 | 96.07 | 96.56 | 96.53 | 96.10 | 96.30 | 5.7787 |
\(ks\) | Â | Â | Â | Â | Â | Â | Â |
1 | 87.47 | 93.26 | 81.69 | 83.57 | 92.39 | 88.15 | 5.2653 |
5 | 96.28 | 96.20 | 96.36 | 96.35 | 96.21 | 96.28 | 5.7768 |
9 | 96.47 | 95.85 | 97.10 | 97.06 | 95.90 | 96.45 | 5.7883 |
13 | 95.28 | 95.46 | 95.10 | 95.11 | 95.45 | 95.29 | 5.7169 |
\({p}_{0}\) | Â | Â | Â | Â | Â | Â | Â |
0.25 | 93.13 | 94.97 | 91.29 | 91.59 | 94.78 | 93.25 | 5.5901 |
0.5 | 96.47 | 95.85 | 97.10 | 97.06 | 95.90 | 96.45 | 5.7883 |
0.75 | 95.91 | 94.79 | 97.03 | 96.96 | 94.91 | 95.86 | 5.7546 |
1.0 | 95.97 | 96.50 | 95.44 | 95.48 | 96.47 | 95.99 | 5.7585 |