Research Article
Intelligent Systems Developed for the Early Detection of Chronic Kidney Disease
Table 3
The influence factors for the classification of neural networks for CKD detection.
| | Factors | Description | Mean | Max. | Min. |
| | Creatinine | Real | 0.88 | 4.28 | 0.37 | | Glucose (GLU) | Real | 109.63 | 271 | 82 | | Systolic pressure (SP) | Real | 135.78 | 195 | 88 | Protein in urine (UP)
or called proteinuria | 0Negative | | | | | 1Trace | | | | | 2+ | — | — | — | | 3++ | | | | | 4+++ | | | | | Hematuria | | — | — | — | Blood urea
nitrogen (BUN) | Real | 15.80 | 80.1 | 5.4 | | GFR-level | 0→Negative | — | — | — | 1, 2, 3, 4, 5Positive
measured in levels |
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