- In the field of biomedical and healthcare communities, accurate prediction plays a major role to find out the patient's risk of the disease; the only way to overcome the mortality due to chronic diseases is to predict it earlier so that the disease prevention can be done; such a model is a patient's need in which machine learning is highly recommended; however, the precise prediction on the basis of symptoms becomes too difficult for doctor.