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. 2022 Oct 4;22(19):7530. doi: 10.3390/s22197530

Table A5.

Deeper analyzing of the mobile model. This table illustrates the other indicators of the four mobile-based models including MobileNetV2, MobileNetV3Small, MobileNetV3Large, and NasNetMobile. The indicators are Accuracy, Balanced Accuracy, Precision, F1-score, Sensitivity, Specificity, and AUC. All of them are average indicators.

Model [8] [9] Small [9] Large [13] Mobile
Accuracy (avg) 0.81 0.78 0.86 0.86
Balanced Accuracy (avg) 0.86 0.87 0.87 0.88
Precision (avg) 0.71 0.63 0.75 0.73
F1-score (avg) 0.75 0.70 0.79 0.78
Sensitivity (avg) 0.78 0.79 0.80 0.81
Specificity (avg) 0.95 0.95 0.95 0.96
AUC (avg) 0.96 0.95 0.96 0.97