A Comprehensive Survey on Diabetes Forecasting Using ML

Type 2 diabetes is a chronic digestive condition characterized by hyperglycemia, which is caused by either a lack of insulin secretion or inadequate insulin synthesis. There is no medical care strategy that can prevent the condition from growing or significantly improve the patient's health. It is a metabolic condition that develops over time and has a negative impact on the patient's physical and mental well-being in all aspects of their life. This study describes an effort to develop a framework for predicting early diabetes using machine learning (ML) and a comparison of various machine learning models is presented. Datasets and accuracy measures are used to analyze the comparison.