Classification of BCI Users Based on Cognition

Table 9

Classification through artificial neural networks.

			Predicted
			High risk	Low risk	Percent correct
Batch	Training	High risk	59	0	100.0%
		Low risk	0	11	100.0%
		Overall percent	84.3%	15.7%	100.0%
Online	Training	High risk	58	1	98.3%
		Low risk	1	10	90.9%
		Overall percent	84.3%	15.7%	97.1%
Mini-Batch	Training	High risk	59	0	100.0%
		Low risk	1	10	90.9%
		Overall percent	85.7%	14.3%	98.6%