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. 2021 Jun 14;84(11):2504–2516. doi: 10.1002/jemt.23713

TABLE 7.

Performance results obtained with 50/50 training/testing ratio using different pre‐trained models on the first dataset

	Evaluation metric
Models	ACC	SEN	SPEC	Preci	M_r	F_pr
AlexNet	0.9667	0.9667	0.9667	0.9667	0.0333	0.0333
DenseNet201	0.9833	0.9667	1.0000	1.0000	0.0167	0
GoogleNet	0.9500	0.9000	1.0000	1.0000	0.0500	0
InceptionresNetv2	0.9667	0.9667	0.9667	0.9667	0.0333	0.0333
Inceptionv3	0.9667	0.9667	0.9667	0.9667	0.0333	0.0333
ResNet18	0.9500	0.9000	1.0000	1.0000	0.0500	0
ResNet50	0.9833	0.9667	1.0000	1.0000	0.0167	0
ResNet101	0.9853	0.9667	1.0000	1.0000	0.0167	0
SqueezeNet	0.9667	0.9667	0.9667	0.9667	0.0333	0.0333
VGG16	0.9833	0.9667	1.0000	1.0000	0.0167	0
VGG19	0.9833	0.9667	1.0000	1.0000	0.0167	0