Diabetes Classification Using Random Forest

Diabetes is one of the major non-communicable diseases that has been a persistent public health burden across the world. According to Diabetes Atlas 2025 report, nearly 600 million adults are living with diabetes worldwide. It is estimated that in the year 2050, there will be nearly 850 million adults with diabetes. (International Diabetes Federation, 2024) Diabetes is a chronic condition with an increase level of blood glucose. It is a multi-factorial disease that results from a complex interaction between genetic, environmental, and lifestyle choices. Therefore, it is important to understand the interplay between lifestyle choices and the diabetes.

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