Fig. 2: SHAP values and importance of features at age 14 in the prediction of any future anxiety (N = 156) vs. healthy control (N = 424). | Molecular Psychiatry

Fig. 2: SHAP values and importance of features at age 14 in the prediction of any future anxiety (N = 156) vs. healthy control (N = 424).

From: Anxiety onset in adolescents: a machine-learning prediction

Fig. 2

Each dot represents an individual in a given cross-validation iteration. Positive Shapley values indicate contribution of a feature value in favor of the positive class (future anxiety) prediction, negative Shapley values are in favor of the negative class (healthy control) prediction. Larger absolute Shapley values indicate larger impact on the model output. The 20 most contributing features are shown. BNST bed nucleus of the stria terminalis.

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