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The top figure shows the variation of AUC with the number of features used in the SVM classification. The maximum AUC was achieved using eight features. The bottom figure shows comparative free-response ROC curves using eight (SVM 8) and all 157 (SVM 157) features for classification. The difference between the two classifiers was significant (p<0.001).
