Fig. 3: Algorithm’s average balanced accuracy across medications. | Translational Psychiatry

Fig. 3: Algorithm’s average balanced accuracy across medications.

From: Optimizing prediction of response to antidepressant medications using machine learning and integrated genetic, clinical, and demographic data

Fig. 3

Bootstrap histogram depicting the results of 100,000 bootstrap runs on the final test set, which generated the bootstrap distribution of balanced accuracies across medications, along with its 95% confidence interval (purple area). The distribution is compared with chance (dashed vertical line) and the observed average balanced accuracy (solid vertical line) in the final test set.

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