Table 9.
Description of the diabetes database
| SN | Factors | Description | Categorical |
|---|---|---|---|
| 1 | Age | Age in years | Continuous |
| 2 | Gender | Gender of the patients | (i) Male; (ii) female |
| 3 | Race | Race | (i) Black; (ii) Hispanic; (iii) Mexican; (iv) other; (v) White |
| 4 | Education | Education level of the patients | (i) 8th grade; (ii) 9–11th grade; (iii) college grad; (iv) high school; (v) some college |
| 5 | Marital status | Marital status of the patients | (i) Divorced; (ii) live partner; (iii) married; (iv) never married; (v) separated; (vi) widowed. |
| 6 | Occupation | Occupation of the patients | (i) looking work; (ii) not working; (iii) working |
| 7 | Weight | Weight in kilogram (kg) | Continuous |
| 8 | Height | Height in meter (m) | Continuous |
| 9 | BMI | Body mass index (kg/m2) | Continuous |
| 10 | Systolic BP | Systolic blood pressure (mm Hg) | Continuous |
| 11 | Diastolic BP | Diastolic blood pressure (mm Hg) | Continuous |
| 12 | Direct cholesterol | Direct cholesterol (mg/dL) | Continuous |
| 13 | Total cholesterol | Total cholesterol (mg/dL) | Continuous |
| 14 | Physical activity | Physical activity | (i) No; (ii) yes. |
| 15 | Outcome | Class label | (i) Diabetic; (ii) control |