Technological advancement, including machine learning, has a significant impact on health by allowing for more
accurate diagnosis and treatment of various chronic diseases. Accurate prediction is critical in the biomedical and healthcare
communities for determining the risk of disease in patients. The only way to overcome chronic disease mortality is to predict it
earlier so that disease prevention can be implemented. Such a model is a Patient's requirement for which Machine Learning is
highly recommended.