Table 4.

Performance of the proposed CNN using CT dataset, max. epochs = 50. (%)

OA	M-B Size	LR	Accuracy	Precision	Recall	F_score
Adam	32	0.001	90.32	87.88	93.55	90.62
		0.0001	93.61	92.31	93.77	93.03
	64	0.001	89.52	86.57	93.55	89.92
		0.0001	87.9	86.15	90.32	88.18
	128	0.001	90.32	93.1	87.1	90
		0.0001	84.68	87.72	80.65	84.03
RMS Prop	32	0.001	92.74	90.77	94.16	92.43
		0.0001	93.97	94.72	93.16	93.93
	64	0.001	93.77	93.14	92.72	92.92
		0.0001	94.35	96.61	91.94	94.21
	128	0.001	89.52	90.16	88.71	89.42
		0.0001	90.32	89.06	91.94	90.47
SGDM	32	0.001	93.55	90.91	96.77	93.74
		0.0001	85.48	82.35	90.32	86.15
	64	0.001	88.71	82.43	98.39	89.7
		0.0001	80.65	81.67	79.03	80.32
	128	0.001	91.94	91.94	91.94	91.94
		0.0001	86.28	86.89	85.48	86.17
Mean			89.87	89.13	90.75	89.84
Variance			13.46	17.47	23.9	13.2
Standard deviation			3.67	4.18	4.9	3.6