Table 2.

Accuracy rates obtained from the Cz and T3 channels for classical classifiers

	Cz Channel						T3 Channel
Number of Attributes	Methods and Accuracy Values (%)
	RF	LR	DT	kNN	NB	SVM	RF	LR	DT	kNN	NB	SVM
3	100	92.31	100	96.15	96.15	100	92.31	80.77	96.15	96.15	96.15	96.15
4	96.15	92.31	100	96.15	96.15	100	96.15	84.62	96.15	100	96.15	96.15
5	96.15	92.31	96.15	92.31	96.15	100	96.15	84.62	96.15	100	92.30	96.15
6	96.15	100	100	100	92.30	100	96.15	100	96.15	100	96.15	96.15
7	96.15	100	96.15	100	92.30	100	96.15	96.15	96.15	100	96.15	92.31
8	96.15	100	96.15	100	92.30	96.15	96.15	96.15	96.15	100	96.15	88.46
9	96.15	100	96.15	100	92.30	92.31	96.15	96.15	96.15	100	88.46	88.46
10	97.06	100	85.29	100	92.30	88.46	96.15	96.15	96.15	100	92.30	80.77
11	96.15	100	96.15	100	92.30	88.46	96.15	96.15	96.15	100	92.30	80.77
12	96.15	100	96.15	96.15	96.15	88.46	96.15	96.15	96.15	96.15	92.30	80.77
13	100	100	100	96.15	96.15	80.77	96.15	96.15	96.15	96.15	92.30	84.62
14	96.15	100	92.31	96.15	96.15	73.08	96.15	96.15	96.15	100	92.30	76.92
15	96.15	100	92.31	100	96.15	69.23	96.15	96.15	96.15	92.31	92.30	69.23