classsification-of-Chronic-Kidney-Disease

Here, Chronic Kidney disease is classified using different algorithms on scaled and unscaled data This data set was obtained from the UCI Repository of Machine Learning Databases. The data set was originally selected with the help of Dr.P.Soundarapandian.M.D.,D.M (Senior Consultant Nephrologist), Apollo
Hospitals, Managiri, Madurai Main Road, Karaikudi,Tamilnadu,India. The binary response variable takes the values ‘0’ or ‘1’, where ‘1’ means a positive test for CKD and ‘0’ is a negative test for CKD. There are total 400 instances out of which 250 (62.5%) cases in class ‘1’ and 150 (37.5%) cases in class ‘0’. There are total 25 attributes out of which 11 are numeric and 14 are nominal and 2 classes i.e. CKD or NOTCKD.