Diabetes mellitus is responsible for not only high health-care costs, but has also become a major cause of death prevailing over the past few decades, accounting for about 2,23,000 deaths per year in India only due to it. Effective management and prediction of Diabetes can allow medical professionals to offer optimal treatment while lowering costs.