Fig. 5From: Interpretable classifiers for prediction of disability trajectories using a nationwide longitudinal databaseThe relative feature importance (top 20) of RF (A-B) and XGBoost (C-D) in two-class prediction. A overall importance of RF; B SHAP summary plot of RF model when the expected outcome is normal; C overall importance of XGBoost; D SHAP summary plot of XGBoost model when the expected outcome is abnormalBack to article page