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. 2022 Feb 3;3(2):150. doi: 10.1007/s42979-022-01035-x

Table 5.

Performance metrics at different stages of training

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