In the naïve Bayes model, the top 10 factors were the duration of diabetes, drinking status, history of hyperlipidaemia, use of insulin, education level, daily alcohol consumption, marital status, TG, duration of drinking, and duration of smoking. This evidence concerns the gene INS and hyperlipidemia.