Table 5.
Stage | Network | Accuracy | Sensitivity | Specificity |
---|---|---|---|---|
Initial training | DNN I | 0.5887 | 0.5882 | 0.5892 |
DNN II | 0.5949 | 0.6009 | 0.5892 | |
DNN III | 0.6075 | 0.6137 | 0.6015 | |
DNN IV | 0.6012 | 0.6137 | 0.5892 | |
Transfer learning | DNN I | 0.9081 | 0.9072 | 0.9088 |
DNN II | 0.9177 | 0.9270 | 0.9088 | |
DNN III | 0.9370 | 0.9467 | 0.9278 | |
DNN IV | 0.9274 | 0.9467 | 0.9088 | |
Fine tuning | DNN I | 0.9592 | 0.9583 | 0.9600 |
DNN II | 0.9694 | 0.9792 | 0.9600 | |
DNN III | 0.9898 | 1.0000 | 0.9800 | |
DNN IV | 0.9796 | 1.0000 | 0.9600 |