Hybridizing Evolutionary Computation and Deep Neural Networks: An Approach to Handwriting Recognition Using Committees and Transfer Learning

Table 4

Summary of accuracies of the best 20 GE individuals after full training in EMNIST Letters.

#	Mean	Std. Dev.	Min.	Median	Max.
1	94.6585	0.074004	94.665	94.51	94.76
2	94.7300	0.070934	94.740	94.61	94.86
3	94.5635	0.084870	94.580	94.41	94.70
4	95.1215	0.049553	95.120	95.02	95.19
5	94.2790	0.064880	94.275	94.16	94.38
6	94.7230	0.068832	94.710	94.63	94.88
7	94.6540	0.053646	94.650	94.53	94.74
8	93.7270	0.094429	93.705	93.60	93.93
9	93.6515	0.070058	93.645	93.50	93.75
10	94.5305	0.139075	94.550	94.18	94.75
11	94.6890	0.045410	94.690	94.61	94.78
12	94.4335	0.071545	94.440	94.28	94.55
13	94.4330	0.075888	94.435	94.28	94.61
14	94.6260	0.132045	94.630	94.24	94.81
15	94.4605	0.062616	94.465	94.35	94.57
16	94.1590	0.093578	94.165	94.00	94.29
17	93.4505	0.156423	93.455	93.14	93.81
18	93.5095	0.149929	93.505	93.25	93.77
19	94.2725	0.074684	94.270	94.13	94.38
20	94.5085	0.070208	94.495	94.41	94.64