Table 3.
Characteristics of study samples without random under-sampling and with random under-sampling with uniform class distribution.
| Predictors | Findings | |
|---|---|---|
| Without random under-sampling | With random under-sampling | |
| Demographic (Gender, Age) | ||
| Male, sample size | 16631 | 473 |
| Female, sample size | 24006 | 527 |
| Overall maximum age, Years | 103 | 93 |
| Overall minimum age, Years | 9 | 19 |
| Overall age mean ± SD,Years | 61.2 ± 14.2 | 59.48 ± 12.74 |
| Vital Signs/clinical measures | ||
| Systolic blood pressure, mean (SD), mm Hg | 125.5 ± 15.7 | 127.3 ± 15.403 |
| Diastolic blood pressure mean (SD), mm Hg | 75.4 ± 9.7 | 77.064 ± 10.243 |
| Lab Values | ||
| FG, mean ± SD, mmol/L | 5.4 ± 1.2 | 5.783 ± 1.935 |
| Triglycerides, mean ± SD, mmol/L | 1.4 ± 1.2 | 1.5 ± 1.31 |
| HDL, sample size, mean ± SD, mmol/L | 1.4 ± 0.4 | 1.248 ± 0.399 |
| BMI, mean ± SD, kg/m2 | 28.5 ± 6.1 | 30.618 ± 6.164 |