Risk Factor Prediction of Chronic Kidney Disease

About

Chronic kidney disease (CKD) is an increasing medical issue that declines the productivity of renal capacities and subsequently damages the kidneys. This dataset is real Bangladeshi patient data. The dataset is collected from Enam Medical College, Savar, Dhaka, Bangladesh. Preprocessing description: This dataset is not pre-processed, if you want to apply a Machine learning Algorithm at first you have to need to pre-process the data

Subject Area

Health and Medicine

Instances

200

Features

Data Types

Multivariate

Tasks

Classification, Regression

Feature Types

Continuous

Features

Name	Role	Type	Units	Missing Values
pot	Feature	Categorical	-	No
hemo	Feature	Categorical	-	No
bp (Diastolic)	Feature	Integer	-	No
bp limit	Feature	Integer	-	No
sg	Feature	Categorical	-	No
al	Feature	Categorical	-	No
class	Target	Binary	-	No
rbc	Feature	Integer	-	No
su	Feature	Categorical	-	No
pc	Feature	Integer	-	No
pcc	Feature	Integer	-	No
ba	Feature	Integer	-	No
bgr	Feature	Categorical	-	No
bu	Feature	Categorical	-	No
sod	Feature	Categorical	-	No
sc	Feature	Categorical	-	No
pcv	Feature	Categorical	-	No
rbcc	Feature	Categorical	-	No
wbcc	Feature	Categorical	-	No
htn	Feature	Integer	-	No
dm	Feature	Integer	-	No
cad	Feature	Integer	-	No
appet	Feature	Integer	-	No
pe	Feature	Integer	-	No
ane	Feature	Integer	-	No
grf	Feature	Categorical	-	No
stage	Feature	Categorical	-	No
affected	Feature	Integer	-	No
age	Feature	Categorical	-	No