Metaheuristic Algorithms for Convolution Neural Network

Table 1

Accuracy and its standard deviation for design: i-2s-6c-2s-12c.

Epoch	CNN		CNNSA		CNNDE		CNNHS
	Accuracy	Standard deviation	Accuracy	Standard deviation	Accuracy	Standard deviation	Accuracy	Standard deviation
1	82.39	n/a	88.12	0.39	86.30	0.33	87.23	0.95
2	89.06	n/a	92.77	0.43	91.33	0.19	91.20	0.33
3	91.13	n/a	94.61	0.31	93.45	0.28	93.24	0.40
4	92.33	n/a	95.57	0.16	94.63	0.44	93.77	0.12
5	93.11	n/a	96.29	0.14	95.15	0.15	94.89	0.33
6	93.67	n/a	96.61	0.18	95.67	0.20	95.17	0.43
7	94.25	n/a	96.72	0.12	96.28	0.20	95.65	0.20
8	94.77	n/a	96.99	0.11	96.59	0.11	96.08	0.24
9	95.37	n/a	97.11	0.06	96.68	0.17	96.16	0.11
10	95.45	n/a	97.37	0.14	96.86	0.10	96.98	0.06