Table 2.

Performance Metrics of the Base CNN Model for Drop-Out = 0.5

Batch Size	Dense Nodes	Accuracy	Recall	Precision	F1-score	nMCC
8	32	84.38	100.00	83.33	90.91	0.744
	64	87.50	92.00	92.00	92.00	0.817
	128	78.12	100.00	78.13	87.72	0.500
	256	81.25	100.00	80.65	89.29	0.670
16	32	81.25	100.00	80.65	89.29	0.670
	64	81.25	100.00	80.65	89.29	0.670
	128	78.12	100.00	78.13	87.72	0.500
	256	90.62	96.00	92.31	94.12	0.857
32	32	81.25	100.00	80.65	89.29	0.670
	64	78.12	100.00	78.13	87.72	0.500
	128	84.38	100.00	83.33	90.91	0.744
	256	81.25	100.00	80.65	89.29	0.670
64	32	78.12	100.00	78.13	87.72	0.500
	64	78.12	100.00	78.13	87.72	0.500
	128	78.12	100.00	78.13	87.72	0.500
	256	78.12	100.00	78.13	87.72	0.500