Research Article

Diagnosis of Chronic Kidney Disease Using Effective Classification Algorithms and Recursive Feature Elimination Techniques

Table 2

Statistical analysis of the dataset of numerical features.

FeaturesMeanStandard deviationMaxMin

Age51.48317.21902
Blood glucose random148.03776.58349022
Serum creatinine3.0724.512760.4
Blood pressure76.46913.75618050
Blood urea57.42649.9873911.5
Potassium4.6272.92472.5
Packed cell volume38.8848.762549
Sodium137.5299.9081634.5
Hemoglobin12.5262.81517.83.1
White blood cell count8406.122823.35264002200
Red blood cell count4.7070.8982.1