Table 1 Results from the 1D-CNN model for thyroid tissue classification.
Fold | Accuracy (%) | Precision (%) | Sensitivity (%) | Specificity (%) | AUC (%) |
|---|---|---|---|---|---|
0 | 96.05 | 96.10 | 96.05 | 96.05 | 99.52 |
1 | 99.54 | 99.54 | 99.54 | 99.54 | 99.94 |
2 | 98.10 | 98.11 | 98.10 | 98.10 | 99.64 |
3 | 98.87 | 98.90 | 98.87 | 98.87 | 99.66 |
4 | 99.88 | 99.88 | 99.88 | 99.88 | 100.00 |
5 | 97.77 | 97.88 | 97.77 | 97.77 | 99.97 |
6 | 96.72 | 96.79 | 96.72 | 96.72 | 99.60 |
7 | 98.99 | 99.00 | 98.99 | 98.99 | 99.95 |
8 | 90.73 | 91.29 | 90.73 | 90.73 | 97.86 |
9 | 99.41 | 99.42 | 99.41 | 99.41 | 99.98 |
Mean | 97.60 | 97.69 | 97.60 | 97.60 | 99.61 |
Std. dev. | ± 2.57 | ± 2.42 | ± 2.57 | ± 2.57 | ± 0.60 |
