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. 2022 Feb 7;44(1):3–12. doi: 10.1177/01617346221075769

Table 7.

Comparison of Classification Results With Pre-Trained Models.

Model ACC PRE REC SPE F1 AUC
ResNet50 86.00 86.66 82.85 83.33 89.23 0.83
VGG19 86.00 83.33 89.25 80.90 86.55 0.87
DenseNet201 86.00 86.66 86.66 85.00 85.66 0.86
InceptionV3 88.00 90.00 86.77 89.00 88.36 0.88
MobileNet 86.00 83.33 86.70 80.90 86.55 0.87
InceptionResNetV2 84.00 83.33 86.55 80.47 84.91 0.84
Proposed model 97.86 98.12 98.79 94.65 98.45 0.99