Table 7.
Indicator | Prec | Sen | ACC | F1 | Spec | AUC |
AlexNet | 90.21 | 91.28 | 92.22 | 91.77 | 92.46 | 95.29 |
VGG16 | 92.34 | 92.48 | 91.79 | 90.68 | 93.71 | 96.37 |
VGG19 | 94.31 | 93.72 | 92.91 | 91.01 | 94.33 | 97.14 |
Resnet50 | 94.36 | 93.01 | 93.96 | 94.21 | 92.91 | 97.59 |
Lin | 93.57 | 93.57 | 94.37 | 93.57 | 95.00 | 98.18 |
Our method | 94.63 | 92.41 | 94.31 | 93.17 | 96.39 | 98.26 |
ACC = accuracy, AUC = the area under the receiver of operation curve, F1 = F1 score, Prec = precision, Sen = sensitivity, Spec = specificity.