TABLE 2.
Model | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision (%) | Recall (%) | FNR (%) | FPR (%) | AUC (%) |
---|---|---|---|---|---|---|---|---|
ResNet18 | 82.47 | 89.01 | 73.02 | 82.65 | 89.10 | 10.99 | 26.98 | 90.79 |
(RGB) | ||||||||
ResNet18 | 88.05 | 94.25 | 83.33 | 81.18 | 94.25 | 5.75 | 16.67 | 95.91 |
(HSI) | ||||||||
ResNet18 | 92.04 | 93.10 | 91.23 | 89.01 | 93.10 | 6.90 | 8.77 | 96.25 |
+SimSiam | ||||||||
(HSI) |
Abbreviations: AUC, area under the ROC curves; FNR, false negative rate; FPR, false positive rate; ROC, receiver operating characteristic.