TABLE 1. Comparisons of Different Models by Person-Level Performances on the Independent Test.
Model | AUC | Recall | Precision | Specificity | F1-score | Accuracy |
---|---|---|---|---|---|---|
VGG16 | 0.91 | 0.89 | 0.80 | 0.80 | 0.84 | 0.84 |
DenseNet | 0.87 | 0.93 | 0.76 | 0.73 | 0.83 | 0.82 |
ResNet | 0.90 | 0.93 | 0.81 | 0.80 | 0.86 | 0.86 |
DRE-Net | 0.95 | 0.96 | 0.79 | 0.77 | 0.87 | 0.86 |