Diabetic Retinopathy Risk Prediction for Diabetics Using Nearest Neighbour Approach

摘要: Non-communicable diseases (NCDs), in our study, include diabetes, hypertension and obesity, represent the global burden of cause deaths each year mainly rural areas. Diabetic retinopathy (DR) is prime root irreversible blindness modern world. It refers to retinal changes seen patients with diabetes mellitus. In this paper, we present a novel approach identify diabetic predict risk diabetics using Naive Bayes, z-ordering kNN techniques. The results show that there reduction misclassification error improvement efficiency classification which help improved screening dreaded complication aids its early treatment.