A Review Prediction of Type-2 Diabetes Mellitus for Nephropathy and Neuropathy Using Machine Learning Techniques.

Diabetes mellitus (DM) is a chronic malady that is measured to be life-threatening. Diabetes Mellitus type 2 is accounts for the majority of increased risk of Neuropathy and Nephropathy. Utilizing machine learning (ML) predictive model algorithms can aid in the management of diabetes mellitus type 2 (T2DM) by lowering the risk of neuropathy and nephropathy problems in early stages. The increased screening can be avoided the loss of life our study creates predictive model to forecast the diabetes through Gradient Boosting, SVM and Random forest algorithms. The development and work by comparing the performance accomplished using various parameters and algorithms, it originates that by using a selected number of features, we can still build sufficient results. [ABSTRACT FROM AUTHOR]