For the linear SVM model, the selected variables were BMI, body weight, height, ALT, age, AST, creatinine, uric acid, fasting insulin, DM, HbA1c, PLT, hypertension, HDL-C, TC, TG, ALB, LDL-C, sex, and total bilirubin. This evidence concerns the gene INS and Hypertension.