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. 2021 Aug 2;11(8):1398. doi: 10.3390/diagnostics11081398

Table 1.

Pretrained models with performance metrics along with SD.

Metrics VGG16 ResNet50 GoogLeNet Inception-v3 Inception-v4 IR-v2
Sensitivity 0.99 ± 0.012 0.96 ± 0.008 0.95 ± 0.011 0.97 ± 0.011 0.97 ± 0.019 0.94 ± 0.032
Specificity 0.92 ± 0.013 0.96 ± 0.019 0.97 ± 0.011 0.96 ± 0.014 0.95 ± 0.003 0.96 ± 0.023
Precision 0.97 ± 0.013 0.96 ± 0.019 0.97 ± 0.011 0.96 ± 0.008 0.95 ± 0.003 0.97 ± 0.025
Accuracy 0.95 ± 0.00 0.96 ± 0.004 0.96 ± 0.00 0.96 ± 0.010 0.96 ± 0.008 0.95 ± 0.005
F-score 0.95 ± 0.00 0.96 ± 0.004 0.96 ± 0.00 0.97 ± 0.005 0.96 ± 0.008 0.95 ± 0.005
MCC 0.94 ± 0.014 0.93 ± 0.005 0.91 ± 0.015 0.93 ± 0.005 0.93 ± 0.018 0.89 ± 0.003
AP 0.91 ± 0.003 0.95 ± 0.013 0.96 ± 0.003 0.95 ± 0.009 0.95 ± 0.018 0.96 ± 0.01