Table 2.
Numerical and nominal features’ description after SMOTE.
| Attribute | Description | Attribute | Description | ||
|---|---|---|---|---|---|
| Min | Max | Mean ± stdDev | Gender | Male (3393), Female (2805) | |
| Age | 32 | 70 | 51.5 ± 8.34 | Education | Phd (665), BSc (1693), High School (3198), MSc (642) |
| Cigs/day | 0 | 70 | 9.4 ± 11.79 | ||
| totChol | 113 | 464 | 240.5 ± 44.18 | Current smoker | Yes (2803), No (3395) |
| sysBP | 83.5 | 295 | 136.8 ± 23.8 | ||
| diaBP | 48 | 142.5 | 84.7 ± 12.59 | BPMeds | Yes (111), No (6087) |
| BMI | 15.54 | 56.8 | 26 ± 3.91 | prevStroke | Yes (21), No (6177) |
| Heart rate | 44 | 143 | 75.8 ± 11.45 | prevHyp | Yes (2335), No (3863) |
| Glucose | 40 | 394 | 84.3 ± 30.95 | Diabetes | Yes (183), No (6015) |