Table 4 Performance metrics of the proposed model across different epochs.
Number of Epochs | Accuracy | Sensitivity | Specificity | F1 Score | Precision | MCC | AUC |
|---|---|---|---|---|---|---|---|
50 | 94.2 | 92.5 | 96.1 | 93.8 | 95.0 | 0.846 | 0.96 |
100 | 92.4 | 90.7 | 94.1 | 91.5 | 92.8 | 0.815 | 0.93 |
150 | 93.8 | 92.1 | 95.6 | 92.9 | 94.3 | 0.840 | 0.95 |
200 | 93.0 | 91.3 | 94.7 | 92.2 | 93.6 | 0.825 | 0.94 |
250 | 85.3 | 82.7 | 88.2 | 84.0 | 85.5 | 0.740 | 0.90 |
300 | 78.4 | 75.5 | 80.3 | 76.2 | 77.1 | 0.700 | 0.86 |
350 | 72.1 | 70.2 | 73.0 | 71.6 | 72.5 | 0.630 | 0.82 |
400 | 68.5 | 67.1 | 69.2 | 67.8 | 68.3 | 0.590 | 0.80 |
450 | 67.5 | 65.9 | 68.1 | 66.7 | 67.2 | 0.570 | 0.78 |
500 | 66.54 | 64.46 | 67.78 | 65.87 | 67.1 | 0.564 | 0.77 |
