The naïve Bayes model incorporated HDL-C, ALB, DM, total bilirubin, creatinine, hypertension, TC, fasting insulin, age, PLT, height, sex, BMI, uric acid, ALT, TG, body weight, HbA1c, LDL-C, and AST. The gene discussed is INS; the disease is Hypertension.