Fig. 4.

The weights of variable importance, Shapley Additive exPlanations (SHAP) values, and SHAP force plots. (A) The weights of variables importance; (B) The Shapley Additive explanation (SHAP) values; are (C), and (D) SHAP force plor for two cases; LOS, length of stay; ALB, albumin; CHE, cholinesterase; NE, neutrophil count; MV, mechanical ventilation; CRP, C-reactive protein; IUC, indwelling urinary catheter; ICVC, indwelling central venous catheterization; RBC, red blood cell; TP, total protein; LY, lymphocyte percentage; Ca, Serum calcium