This is an undergraduate research project which is a published work in IEEE and ACM. The application is a prognosis model using time series prediction and evolutionary algorithm which is classified by SVDD and Fuzzy Logic. This gives the future state of the patient in hyperplane. This interpretation can be used to alert medical services and emergency facilities of the hospital for rescue of the patient. This project has a lot of scope in both rehabilitation and from home monitoring of a patient.