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Classification of MDD with rs-fMRI data. Holdout accuracy of the methods on classifying subjects with major depressive disorder (35 in training and 44 in holdout) and healthy control (35 in training and 43 in holdout) status. For reference, the standard random forest OOB accuracy = 0.547 (Color version of this figure is available at Bioinformatics online.)
