FIGURE 5.

Violin plots of cross‐validation results. For each disorder and both classifiers, the distribution of area under the receiver operating characteristic curve (AUROC) under the nullhypothesis of “no real pattern has been discovered” (in gray) is contrasted with the AUROC value (diamond) on the original dataset. Dashed diamonds show AUROC values on unpermuted data with no adjustment by sociodemographic confounders (see Table S5 for a statistical comparison with original AUROC values). Dashed line at $\overline{AUROC}=0.5$ corresponds to a classifier with no discriminative ability. CCE, Gradient boosting model classifier chain ensemble; GBM‐LRC, Logistic regression classifier.