Inflammation-lipid metabolism biomarker-based machine learning models for predicting postoperative pulmonary metastasis in colorectal cancer

Figure 12  SHapley Additive exPlanations dependence plots. A: Lymphocyte-to-C-reactive protein ratio; B: Body mass index; C: Apolipoprotein B-to-apolipoprotein A1 ratio; D: C-reactive protein-to-albumin ratio; E: Triglyceride-glucose-body mass index; F: Fibrinogen-to-high-density lipoprotein cholesterol ratio. LCR: Lymphocyte-to-C-reactive protein ratio; BMI: Body mass index; ApoB/ApoA1: Apolipoprotein B-to-apolipoprotein A1 ratio; SHAP: SHapley Additive exPlanations; CAR: C-reactive protein-to-albumin ratio; FHR: Fibrinogen-to-high-density lipoprotein cholesterol ratio; TyG-BMI: Triglyceride-glucose-body mass index.