CEACAM5 and neoplasm: According to the importance ranking of the average absolute SHAP value, the top 4 features [carcinoma antigen 125 (CA125), carcinoembryonic antigen (CEA), fibrinogen (Fbg) and tumor diameter] were assessed as the most important variables.