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Fig. 4 | BMC Geriatrics

Fig. 4

From: Interpretable classifiers for prediction of disability trajectories using a nationwide longitudinal database

Fig. 4

The relative feature importance (top 20) of RF (A-D) and XGBoost (EH) in three-class prediction. A: overall importance of RF; B SHAP summary plot of RF model when the expected trajectory is progressive; C SHAP summary plot of RF model when the expected trajectory is high-onset; D SHAP summary plot of RF model when the expected trajectory is normal; E overall importance of XGBoost; F SHAP summary plot of XGBoost model when the expected trajectory is progressive; G SHAP summary plot of XGBoost model when the expected trajectory is high-onset; H SHAP summary plot of XGBoost model when the expected trajectory is normal

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