A Web portal to predict whether the person is diabetic, prediabetic or healthy and then provide him personalized prelimnary treatment in the form of diet and exercise plan. The name of the web portal is Myfitness. The system is made for 3 users mainly Patient, Doctor and Admin. The function of Admin is to Add new Doctors in the system. The function of Doctor is to view Appointments booked by the Patient. The Patient needs to register and Login to the system. After successfully login the user needs to fill up an Analysis form so that prediction can take place. Everytime the user fills up the Analysis form the data is given to Machine learning model and prediction takes place. I have used KNN model to predict weather the person is diabetic, prediabetic or healthy. The patient can also get the visualization of the input and the output parameters. The data set is taken from kaggle.
