Enhanced Performance by Time-Frequency-Phase Feature for EEG-Based BCI Systems

Table 3

The 𝑡-test comparison between different feature processing methods using SVMs (the confidence level is 0.01).

Conditions	Power	IA	IP	IF	Power-IP	IA-IP	IA-IP-IF	Power-IA-IP-IF
No-scale-MIFS < scale-MIFS	0	0	0	0	1	0	1	1
Scale-MIFS < scale-mRMR	0	0	1	1	1	1	1	1
No-scale-MIFS < scale-mRMR	0	0	1	1	1	1	1	1