Table 2.

Comparison of classification accuracies based on different numbers of units in the first hidden layer for the nine subjects.

	15 units	30 units	45 units	60 units	75 units	90 units
S01	0.62	0.65	0.68	0.68	0.60	0.63
S02	0.71	0.70	0.65	0.70	0.62	0.59
S03	0.60	0.58	0.62	0.73	0.60	0.58
S04	0.59	0.67	0.60	0.72	0.70	0.64
S05	0.61	0.63	0.64	0.71	0.62	0.59
S06	0.64	0.65	0.63	0.71	0.61	0.60
S07	0.63	0.65	0.67	0.69	0.64	0.63
S08	0.63	0.66	0.62	0.70	0.62	0.58
S09	0.62	0.64	0.62	0.71	0.62	0.63
Mean	0.63	0.65	0.64	0.71	0.63	0.61

The maximum mean of comparative experiments were highlighted in the bold.