Vowel Imagery Decoding toward Silent Speech BCI Using Extreme Learning Machine with Electroencephalogram

Figure 6

Effects of varying the regularization parameter on the classification accuracies obtained by ELM-R with sparse-regression-model-based feature selection for subject 2. The parameter value giving the highest accuracy is highlighted with a red circle.