Table 2 Risk factors, codes, and range.
From: Optimized machine learning mechanism for big data healthcare system to predict disease risk factor
S. No. | Risk factors | Codes and range |
|---|---|---|
1 | Age | (0) Male (1) Female |
2 | Gender | (1) 15–35; (2) 36–55; (3) 56–75; (4) > 76 |
3 | Respiratory rate | Normal (1): 12–18 breaths/min high (2): < 12–18 breaths/min low (3): > 12–18 breaths/min |
4 | Heart rate | Normal (1): 60–100 beats/min high (2): > 60–100 beats/min low (3): < 60–100 beats/min |
5 | Systolic blood pressure | Normal (1): 90–120 mmHg high (2): > 90–120 mmHg low (3) < 90–120 mmHg |
6 | Diastolic blood pressure | Normal (1): 60–90 mmHg high (2): > 60–90 mmHg low (3): < 60–90 mmHg |
7 | Body temperature | Low (0): 97–99 F high (1): > 99 F |
8 | Total cholesterol | Low (0): 200 mg/dL high (1): > 200 mg/dL |
9 | HDL cholesterol | Low (0): 41–59 mg/dL high (1): > 59 mg/dL |
10 | LDL cholesterol | Low (0): 100–129 mg/dL high (1): > 129 mg/dL |
