Table 3.

Performance of the Proposed CNN on the CT Dataset, max, Epochs = 40

OA	MB Size	LR	Accuracy (%)	Precision (%)	Recall	F_score
Adam	32	0.001	91.94	88.24	96.77	92.3
		0.0001	93.07	91.75	94.77	93.23
	64	0.001	90.32	90.32	90.32	90.32
		0.0001	91.94	90.32	90.33	90.32
	128	0.001	92.74	90.77	95.16	92.91
		0.0001	87.1	83.82	91.94	87.69
RMS Prop	32	0.001	90.32	86.76	95.16	90.76
		0.0001	75.81	79.63	69.35	74.13
	64	0.001	91.13	94.74	87.1	90.75
		0.0001	92.55	90.91	93.77	92.31
	128	0.001	89.52	87.69	91.94	89.76
		0.0001	91.94	89.39	95.16	92.18
SGDM	32	0.001	86.29	83.58	90.33	86.82
		0.0001	89.52	86.57	93.55	89.92
	64	0.001	84.68	81.16	90.32	85.49
		0.0001	80.65	79.69	82.26	80.95
	128	0.001	90.32	86.76	95.15	90.76
		0.0001	82.26	80.3	85.48	82.8
Mean			88.45	86.8	90.49	88.52
Variance			21.78	19.44	40.03	23.24
Standard deviation			4.67	4.41	6.33	4.82