| | Attribute | Information (values) | Missing ratio (%) |
| | age (age) | Numerical | 2.25 | | bp (blood pressure) | Numerical | 3.0 | | Wbcc (white blood cell count) | Numerical | 26.5 | | sg (specific gravity) | Nominal | 11.5 | | al (albumin) | Nominal (0, 1, 2, 3, 4, 5) | 11.5 | | Su (sugar) | Nominal (0, 1, 2, 3, 4, 5) | 12.25 | | Rbc (red blood cells) | Nominal (normal, abnormal) | 38.0 | | Pc (pus cell) | Nominal (normal, abnormal) | 16.25 | | Pcc (pus cells clumps) | Nominal (present, not present) | 1.0 | | ba (bacteria) | Nominal (present, not present) | 1.0 | | bgr (blood glucose) | Random numerical in mgs/dl | 11.0 | | bu (blood urea) | Numerical in mgs/dl | 4.75 | | sc (serum creatinine) | Numerical | 4.25 | | Pcv packed cell volume) | Numerical | 17.75 | | sod (sodium) | Numerical in mEq/L | 21.75 | | pot (potassium) | Numerical in mEq/L | 22.0 | | hemo (hemoglobin) | Numerical in mEq/L | 13.0 | | rc (red blood cell count) | Numeric | 32.75 | | htn (hypertension) | Nominal (yes, no) | 0.5 | | dm (diabetes mellitus) | Nominal (yes, no) | 0.5 | | Cad (coronary artery disease) | Nominal (yes, no) | 0.5 | | pe (pedal edema) | Nominal (yes, no) | 0.25 | | ane (anemia) | Nominal (yes, no) | 0.25 | | appet (appetite) | Nominal (good, poor) | 0.25 | | class (classification) | Nominal (CKD, not CKD) | 0 |
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