Table 3.

Analysis results of the original CPB dataset performed by ResNet models (%).

Model	Class	Se	Sp	Pre	F-Scr	Acc	Overall Acc
ResNet-18	Bacterial pneumonia	100	100	100	100	100	96.80
	COVID-19	97.35	96.42	94.84	96.08	96.80
	Viral pneumonia	92	98.54	95.83	93.87	96.80
ResNet-50	Bacterial pneumonia	100	100	100	100	100	97.65
	COVID-19	98.41	97.14	95.87	97.12	97.65
	Viral pneumonia	93.60	99.12	97.50	95.51	97.65
ResNet-101	Bacterial pneumonia	100	100	100	100	100	98.29
	COVID-19	97.35	98.92	98.39	97.87	98.29
	Viral pneumonia	97.60	98.54	96.06	96.82	98.29