Table 3.
10 fold cross-validation approach and results of different performance metrics.
Number of Folds | Sensitivity % | Specificity % | Precision % | F1-score % | Accuracy % |
---|---|---|---|---|---|
Fold-1 | 98.50 | 96.77 | 99.49 | 98.99 | 98.27 |
Fold-2 | 99.50 | 100.00 | 100.00 | 99.75 | 99.57 |
Fold-3 | 97.00 | 93.55 | 98.98 | 97.98 | 96.54 |
Fold-4 | 99.50 | 93.55 | 99.00 | 99.25 | 98.70 |
Fold-5 | 98.50 | 100.00 | 100.00 | 99.24 | 98.70 |
Fold-6 | 97.50 | 93.55 | 98.98 | 98.24 | 96.97 |
Fold-7 | 97.00 | 96.77 | 99.49 | 98.23 | 96.97 |
Fold-8 | 96.50 | 90.32 | 98.47 | 97.47 | 95.67 |
Fold-9 | 96.50 | 100.00 | 100.00 | 98.22 | 96.97 |
Fold-10′ |
96.00 |
90.32 |
98.46 |
97.22 |
95.24 |
Average | 97.65 | 95.48 | 99.29 | 98.46 | 97.36 |