Table 3.

F-score with different electrode montages and the number of channels

Number	Channel	MsetCCA	CFA	MLR
1	Oz-Pz, O1-P7	0.82	0.97	0.82
2	Oz-Pz, O1-P8	0.73	0.88	0.9
3	Oz-Pz, O2-P8	0.88	0.97	0.93
4	Oz-Pz, O2-P7	0.76	0.98	0.88
5	Oz-Pz, O1-Pz	0.84	0.85	0.92
6	Oz-Pz, O2-Pz	0.79	0.85	0.89
7	Oz-Pz, O1-Oz	0.84	0.97	0.92
8	Oz-Pz	0.81	0.92	0.84
9	O1-Pz	0.35	0.65	0.69
10	O2-Pz	0.45	0.67	0.58
11	O1, Oz	0.77	0.84	0.86
12	O2, Oz	0.82	0.85	0.88
13	O1, O2	0.4	0.81	0.78
14	Oz	0.78	0.88	0.86
15	O1	0.55	0.76	0.66
16	O2	0.56	0.76	0.66
Maximum		0.88	0.98	0.93
SD		0.173847	0.102337	0.109953
Mean		0.696875	0.850625	0.816875

The best result for the testing phase is displayed in bold.