Table 2 Variable Description Used in Analysis
From: Chronic kidney disease diagnosis using decision tree algorithms
Attribute Symbols and Description | Type | Class |
|---|---|---|
age (Age) | Numerical | Predictor |
bp (Blood Pressure) | Numerical | Predictor |
sg (Specific Gravity) | Nominal | Predictor |
al (Albumin) | Nominal | Predictor |
su (Sugar) | Nominal | Predictor |
rbc (Red Blood Cells) | Nominal | Predictor |
pc (pus Cell) | Nominal | Predictor |
pcc (Pus Cell Clumps) | Nominal | Predictor |
rc (Race) | Nominal | Predictor |
bgr (Blood Glucose Random) | Numerical | Predictor |
bu (Blood Urea) | Numerical | Predictor |
sc (Serum Creatinine) | Numerical | Predictor |
sod (Sodium) | Numerical | Predictor |
pot (Potassium) | Numerical | Predictor |
hemo (Hemoglobin) | Numerical | Predictor |
pcv (Packed Cell Volume) | Numerical | Predictor |
sex (Sex) | Nominal | Predictor |
rc (Red Blood Cell Count) | Numerical | Predictor |
htn (Hypertension) | Nominal | Predictor |
dm (Diabetes Mellitus) | Nominal | Predictor |
cad (Coronary Artery Disease | Nominal | Predictor |
appet (Appetite) | Nominal | Predictor |
pe (Pedal Edama) | Nominal | Predictor |
ane (Anemia) | Nominal | Predictor |
class (Class) | Nominal | Target |