Table 5.

VGG19: Three class classification.

	TRAINING				VALIDATION				TEST
	P	R	F1	ACC.	P	R	F1	ACC	P	R	F1	ACC
COVID-19	1.00	0.98	0.99	96.17%	1.00	0.96	0.98	96.32%	0.98	0.96	0.97	96.08%
NORMAL	0.93	0.96	0.94		0.91	0.99	0.95		0.95	0.97	0.96
PNEUMONIA	0.96	0.95	0.95		0.99	0.94	0.96		0.97	0.95	0.96