Multiclass Posterior Probability Twin SVM for Motor Imagery EEG Classification

Figure 2

Experimental results on the mean kappa value, cost time, and their standard deviations of 10 × 10-fold cross-validation on the training data in BCI Competition IV Dataset 2a.

(a) Mean and standard deviation of kappa value

(b) Mean and standard deviation of cost time