Skip to main content
. 2021 Mar 19;132:104348. doi: 10.1016/j.compbiomed.2021.104348

Table 9.

Evaluation metrics for the different models.

Models Loss TP FP TN FN ACC Recall PPV SPC NPV F1-Score MCC AUC
VGG19+CNN 0.3280 251 4 764 5 98.05 98.05 98.43 99.5 99.3 98.24 97.7 99.66
ResNet152V2 0.1693 244 12 756 12 95.31 95.31 95.31 98.4 98.4 95.31 93.8 99.17
ResNet152V2+GRU 0.1350 246 10 758 10 96.09 96.09 96.06 98.7 98.7 96.09 94.8 99.34
ResNet152V2+Bi-GRU 0.2554 477 34 1502 35 93.36 93.16 93.35 97.8 97.8 93.26 91.1 98.44