Reduced Feature based Prediction of Chronic Kidney Disease by Using Machine Learning Classifiers in A Comparative Way

Abstract

Chronic kidney disease (CKD) is a long-term condition where the kidneys doesn’t work as they should. CKD can range from a mild condition with no or few symptoms, to a very serious condition where the kidneys stop working, sometimes called kidney failure. It can cause several health problem which may lead to serious issue by time. Some of them are high blood pressure, diabetes, high cholesterol, Glomerulonephritis (Damage to tiny filter inside kidneys). This can be prevented by early detection of disease. Objective: Our main objective is to use machine learning classifier to predict chronic kidney disease on reduced feature based dataset.