Prediction of Diabetes at Early Stage Using Machine Learning Algorithms

Diabetes is a chronic illness caused by lack of insulin produced in the pancreas, which leads to an elevated blood glucose level. complications, such as loss vision and kidney function, heart attacks, strokes, could ultimately shorten life. has many different symptoms, for example, obesity, polydipsia, itching. This study aimed use these symptoms predict diabetes using machine learning algorithms find best classifier. The result that random forest had highest accuracy 97% on this dataset.