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

Table 5

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

#	Mean	Std. Dev.	Min.	Median	Max.
1	99.6835	0.009881	99.680	99.66	99.70
2	99.6880	0.015079	99.685	99.66	99.72
3	99.6155	0.018489	99.610	99.58	99.65
4	99.7145	0.009987	99.720	99.70	99.73
5	99.5420	0.029487	99.540	99.48	99.60
6	99.6780	0.019628	99.680	99.64	99.72
7	99.6765	0.015652	99.680	99.64	99.70
8	99.5410	0.024900	99.540	99.49	99.59
9	99.4655	0.039533	99.475	99.39	99.52
10	99.6570	0.016575	99.650	99.63	99.69
11	99.6785	0.013485	99.675	99.66	99.72
12	99.6115	0.016944	99.610	99.58	99.64
13	99.6665	0.016944	99.665	99.63	99.70
14	99.6205	0.022589	99.620	99.58	99.66
15	99.6560	0.011425	99.660	99.64	99.68
16	99.6305	0.013945	99.630	99.60	99.65
17	99.3050	0.070599	99.320	99.16	99.39
18	99.5220	0.031722	99.525	99.44	99.59
19	99.6480	0.015079	99.650	99.62	99.68
20	99.6015	0.015313	99.600	99.58	99.63