Fig. 4

XGBoost machine learning model interpretation based on SHAP. (A) Feature global SHAP interpretation map. (B) Force diagram of single sample SHAP values. CVC: Central venous catheterization, ICU: Intensive care unit.

XGBoost machine learning model interpretation based on SHAP. (A) Feature global SHAP interpretation map. (B) Force diagram of single sample SHAP values. CVC: Central venous catheterization, ICU: Intensive care unit.