Figure 3.

Individual-level importance of final predictors of Oppositional Defiant Disorder in early adolescence. Summary plots are presented of the importance of each final predictor (computed with the Shapley additive explanation technique) on an individual subject level to predicting ODD with new onset at 11–12 years with (A) multimodal features and (B) only neural features and in all prevailing cases of ODD at 11–12 years with (C) multimodal features and (D) only neural features. The color gradient represents the original value of each feature (metric) where red = high and blue = low. Discrete (binary) features appear as red or blue, while continuous features appear as a color gradient.