We found diastolic BP (importance 2.1), albumin–creatinine ratio (importance 1.6), and gender (importance 1) to be the significant predictors for screening CAN, which is the most common complication among Bangladeshi patients with type 2 diabetes. This evidence concerns the gene ALB and Crouzon syndrome-acanthosis nigricans syndrome.