Comparison and Validation of Deep Learning Models for the Diagnosis of Pneumonia

Table 3

The five CNNs’ average of their training set accuracy, training set loss, validation set accuracy, and validation set loss.

	Accuracy	Loss	Val_accuracy	Val_loss
MobileNet	0.94454	0.15300	0.87119	0.25509
ResNet-18	0.98795	0.03783	0.85388	0.28453
ResNet-50	0.94342	0.13564	0.82982	0.37387
VGG19	0.94318	0.18500	0.86044	0.50610
CNN	0.93980	0.15152	0.72090	0.51290