A Survey on Diabetic Prediction System using Machine Learning Algorithm

Diabetes is the fast-growing disease among the people even among the youngsters. Increase the level of the sugar (glucose) in the blood causes diabetes. Diabetes can be classified into two categories such as type 1 diabetes and type 2 diabetes. Type 1 diabetes is an autoimmune disease. In this case, the body destroys the cells that are essential to produce insulin to absorb the sugar to produce energy. And this kind of diabetes can cause obesity. The obesity is the increase in body mass index (BMI) than the normal level of BMI of an individual. Type 1 diabetes can occur in childhood or adolescence age. Type 2 diabetes usually affects the adults who are obese. In this type, the body resists observing insulin or fails to produce insulin. Type 2 generally occurs in the middle or aged groups. Moreover, there are other causes for diabetes such as bacterial or viral infection, toxic or chemical contents in food, autoimmune reaction, obesity, bad diet, change of lifestyles, eating habit, environment pollution, etc. Diabetes leads to various diseases such as cardiovascular complications, renal issues, retinopathy, foot ulcers, etc.