Deep Learning-Aided Automated Pneumonia Detection and Classification Using CXR Scans

Table 5

Training and validation accuracy of proposed networks.

Network	Training and test ratio (%)	Training accuracy	Validation accuracy
CNN	80–20	0.89	0.93
	70–30	0.90	0.94
	60–40	0.89	0.90
Xception	80–20	0.86	0.94
	70–30	0.86	0.93
	60–40	0.82	0.86
VGG16	80-20	0.78	0.94
	70–30	0.78	0.93
	60–40	0.76	0.88
VGG19	80-20	0.91	0.93
	70–30	0.92	0.88
	60–40	0.91	0.89