Fig. 3
From: Machine learning-based prediction model and visual interpretation for prostate cancer
Shapley additive explanation (SHAP) dependence plots between prostate cancer risk and individual risk factors. (A) Dependence plot between free-to-total PSA ratio (f/t PSA) and SHAP value. (B) Dependence plot between potassium (K) and SHAP value. (C) Dependence plot between inorganic phosphorus (P) and SHAP value. (D) Dependence plot between creatine kinase MB Isoenzyme (CKMB) and SHAP value. (E) Dependence plot between low density lipoprotein cholesterol (LDL-C) and SHAP value. (F) Dependence plot between creatinine (Cre) and SHAP value