Metaheuristic Algorithms for Convolution Neural Network

Table 3

Accuracy and its standard deviation for design: i-2s-8c-2s-16c.

Epoch	CNN		CNNSA		CNNDE		CNNHS
	Accuracy	Standard deviation	Accuracy	Standard deviation	Accuracy	Standard deviation	Accuracy	Standard deviation
1	80.09	n/a	86.36	0.76	84.78	1.24	87.23	0.57
2	89.04	n/a	91.18	0.25	91.63	0.30	92.15	0.55
3	90.98	n/a	93.56	0.20	93.67	0.17	93.69	0.31
4	92.27	n/a	94.69	0.16	94.86	0.43	94.63	0.20
5	93.17	n/a	95.51	0.12	95.57	0.04	95.30	0.16
6	93.79	n/a	96.23	0.08	96.20	0.14	95.80	0.25
7	94.74	n/a	96.52	0.08	96.52	0.32	95.71	0.24
8	95.22	n/a	96.95	0.07	96.68	0.19	96.40	0.13
9	95.54	n/a	97.18	0.08	97.10	0.00	96.84	0.27
10	96.05	n/a	97.35	0.02	97.32	0.04	96.77	0.04