Table 2.

Performance of the proposed CNN using CT dataset, max, Epochs = 30 (%)

OA	MB Size	LR	Accuracy	Precision	Recall	F_score
Adam	32	0.001	91.39	90.88	89.33	90.09
		0.0001	90.55	86.71	92.39	89.45
	64	0.001	89.52	88.89	90.32	89.59
		0.0001	92.16	93.67	90.55	92.08
	128	0.001	88.71	90	87.1	88.52
		0.0001	90.32	93.1	87.1	90
RMS Prop	32	0.001	92.04	92.92	90.32	91.6
		0.0001	91.94	94.83	88.71	91.66
	64	0.001	87.1	84.85	90.32	87.49
		0.0001	90.74	88.77	91.16	89.94
	128	0.001	91.13	91.8	90.32	91.05
		0.0001	91.94	89.39	91.18	90.27
SGDM	32	0.001	90.55	87.19	90.4	88.76
		0.0001	82.26	78.57	88.71	83.33
	64	0.001	86.1	88.86	84.55	86.65
		0.0001	83.06	85.96	79.03	82.34
	128	0.001	87.1	88.33	85.48	86.88
		0.0001	84.68	86.44	82.26	84.29
Mean Value			88.96	88.95	88.29	88.55
Variance			9.54	13.9	11.54	7.8
Standard deviation			3.09	3.73	3.4	2.79