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chronic-kidney-disease - MaRDI portal

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chronic-kidney-disease

From MaRDI portal
Dataset:6036260



OpenML42972MaRDI QIDQ6036260

OpenML dataset with id 42972

Author name not available (Why is that?)

Full work available at URL: https://api.openml.org/data/v1/download/22045641/chronic-kidney-disease.arff

Upload date: 28 May 2021



Dataset Characteristics

Number of features: 26 (numeric: 12, symbolic: 0 and in total binary: 0 )
Number of instances: 400
Number of instances with missing values: 242
Number of missing values: 1,009

Description

Author: L.Jerlin Rubini Source: UCI - 2015 Please cite: UCI

Chronic_Kidney_Disease Data Set

This dataset can be used to predict the chronic kidney disease and it can be collected from the hospital nearly 2 months of period.

Attribute information

We use 24 + class = 25 ( 11 numeric ,14 nominal) 1. Age(numerical) age in years 2. Blood Pressure(numerical) bp in mm/Hg 3. Specific Gravity(nominal) 4. Albumin(nominal) 5. Sugar(nominal) 6. Red Blood Cells(nominal) 7. Pus Cell (nominal) 8. Pus Cell clumps(nominal) 9. Bacteria(nominal) 10. Blood Glucose Random(numerical) 11.Blood Urea(numerical) 12. Serum Creatinine(numerical) 13. Sodium(numerical) 14. Potassium(numerical) 15. Hemoglobin(numerical) 16.Packed Cell Volume(numerical) 17. White Blood Cell Count(numerical) 18. Red Blood Cell Count(numerical) 19. Hypertension(nominal) 20. Diabetes Mellitus(nominal) 21. Coronary Artery Disease(nominal) 22. Appetite(nominal) 23. Pedal Edema(nominal) 24. Anemia(nominal) 25. Class (nominal)






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