Risk Factor Prediction of Chronic Kidney Disease

Donated on 8/14/2023

Chronic kidney disease (CKD) is an increasing medical issue that declines the productivity of renal capacities and subsequently damages the kidneys.

Dataset Characteristics

Multivariate

Subject Area

Health and Medicine

Associated Tasks

Classification, Regression

Feature Type

Real

# Instances

200

# Features

28

Dataset Information

Was there any data preprocessing performed?

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

Additional Information

This dataset is real Bangladeshi patient data. The dataset is collected from Enam Medical College, Savar, Dhaka, Bangladesh.

Has Missing Values?

No

Introductory Paper

Risk Factor Prediction of Chronic Kidney Disease based on Machine Learning Algorithms

By M. Islam, S. Akter, M. Hossen, Sadia Ahmed Keya, Sadia Afrin Tisha, Shahed Hossain. 2020

Published in International Conferences on Information Science and System

Variables Table

Variable NameRoleTypeDescriptionUnitsMissing Values
bp (Diastolic)FeatureIntegerno
bp limitFeatureIntegerno
sgFeatureCategoricalno
alFeatureCategoricalno
classTargetBinaryno
rbcFeatureIntegerno
suFeatureCategoricalno
pcFeatureIntegerno
pccFeatureIntegerno
baFeatureIntegerno

0 to 10 of 29

Additional Variable Information

1. bp(Diastolic) 2. bp limit 3. sg 4. al 5. class 6. rbc 7. su 8. pc 9. pcc 10. ba 11.bgr 12. bu 13. sod 14. sc 15. pot 16. hemo 17. pcv 18. rbcc 19. wbcc 20. htn 21. dm 22. cad 23. appet 24. pe 25. ane 26. grf 27. stage 28. affected 29. age

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Keywords

health

Creators

Md. Ashiqul Islam

ashiqul15-951@diu.edu.bd

Diu Journal Analytica R & D Lab

Shamima Akter

shamima@vt.edu

Dept. of Bioinformatics and Computational Biology

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