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(a) Classifier error rates for all 10 subjects; regularization parameter and the input time slice were selected to minimize the classification error using 100-fold cross-validation. (b) Control results obtained using the same algorithm on data with randomly scrambled target labels; both plots show average error estimated using 100-fold cross-validation; error bars denote 1-std-wide margin around the estimate.
