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Classification accuracy with Khan's SRBCT data. Boxplots representing the misclassification rate (top), the Brier score (middle), and the average probability of correct classification (bottom) for Khan's SRBCT data, using seven classifiers: diagonal linear discriminant analysis, linear discriminant analysis, quadratic discriminant analysis, shrunken centroids discriminant analysis (PAM), PLS followed by linear discriminant analysis, SVM without tuning, and SVM with tuning.
