Metabolic Syndrome Dataset

The dataset utilized in this study consists of demographic, clinical, and laboratory data for 2,401 individuals. It includes 15 columns: 13 features, a sequence ID, and a response variable indicating the presence or absence of metabolic syndrome. The 13 features encompass age, sex, marital status, income, race, waist circumference, body mass index (BMI), albuminuria (presence of the blood protein albumin in urine), urine albumin-to-creatinine ratio, uric acid, blood glucose, high-density lipoprotein (HDL), and triglycerides. This dataset originates from the National Health and Nutrition Examination Survey (NHANES) database.