Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns

Table 2

Comparison of classification accuracies among different classification algorithms with insignificant subjects.

Classifiers	CSP ()	CCSP ()	SUTCCSP ()
RF	51.70 ± 0.78	50.87 ± 0.62	51.25 ± 0.71
LMT	49.72 ± 0.81	49.50 ± 0.79	50.59 ± 0.80
MT	49.71 ± 0.83	49.87 ± 0.78	50.70 ± 0.74
KNN	51.56 ± 0.57	51.03 ± 0.53	51.74 ± 0.55
LB	51.32 ± 0.63	50.79 ± 0.64	51.49 ± 0.67