Table 2.
Details of the various kidney disease-related attributes.
| Name | Feature | Description |
|---|---|---|
| Age | Age | Patient’s age |
| Blood pressure | Bp | Blood pressure of the patient |
| Sugar level | Su | Sugar level of the patient |
| Bacteria | Ba | Presence of bacteria in the blood |
| Ratio of the density of urine | Sg | Ratio of the density of urine |
| Albumin level in the blood | Al | Ratio of the albumin level in the blood |
| Pedal edema | Pe | Does the patient have pedal edema or not |
| Red blood cells | Rbc | Patients’ red blood cell counts |
| Patient class | Class | Does the patient have kidney disease or not |
| Pus cell clumps | Pcc | Presence of pus cell clumps in the blood |
| Anemia | Ane | Does the patient have anemia or not |
| Red blood cell count | Rc | Red blood cell count of the patient |
| Hypertension | Htn | Does the patient have hypertension on not |
| Serum creatinine | Sc | Serum creatinine level in the blood |
| Diabetes mellitus | Dm | Does the patient have diabetes or not |
| Blood urea | Bu | Blood urea level of the patient |
| Blood glucose | Bgr | Blood glucose random count |
| Sodium | Sod | Sodium level in the blood |
| White blood cell count | Wc | White blood cell count of the patient |
| Hemoglobin | Hemo | Hemoglobin level in the blood |
| Packed cell volume | Pcv | Packed cell volume in the blood |
| Pus cell | Pc | pus cell count of patient |
| Potassium | Pot | Potassium level in the blood |
| Appetite | Appet | Patient’s appetite |
| Coronary artery disease | Cad | Does the patient have coronary artery disease or not |