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Different kernels (features) and their effect on the SVM classification performance metrics. The highlighted red boxes show intra-class similarities for ASD (top-left) and TDC (bottom-right). In an ideal situation the similarities within the boxes should be higher than the similarities outside the boxes. The improvement in classification metrics due to addition ERN features is shown in (d).
