Fig. 5: Feature Importance and Partial Dependence Plots for Depression Remission Prediction. | Translational Psychiatry

Fig. 5: Feature Importance and Partial Dependence Plots for Depression Remission Prediction.

From: Predictive modeling of response to repetitive transcranial magnetic stimulation in treatment-resistant depression

Fig. 5

A Ranked feature importance for depression remission classification model. Grey bars indicate negative association with remission (worse outcome). B Partial dependence plots illustrating directional associations between selected features and depression remission, indicated by SHAP values.

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