Table 1 Summary of input variables of clinical case and descriptive statistics
From: Applying machine learning techniques to the identification of late-onset hypogonadism in elderly men
Input variable | Description | Range | Descriptive statistics |
|---|---|---|---|
Age | Age of aging male (in years) | 41–80 | μ = 55.61; σ = 7.912 |
Qmax | Maximal flow rate (ml/s) | 3–56 | μ = 17.62; σ = 7.111 |
Qmean | Average flow rate (ml/s) | 2–34 | μ = 9.76; σ = 4.173 |
FT | Total flow time (s) | 10–119 | μ = 35.26; σ = 15.306 |
IPSS total | Total IPSS score | 0–33 | μ = 8.11; σ = 6.519 |
SBP | Systolic blood pressure (mmHg) | 80–169 | μ = 123.42; σ = 13.740 |
DBP | Diastolic blood pressure (mmHg) | 43–111 | μ = 73.77; σ = 9.845 |
HT | Hypertension | Yes or no | Yes: 315 (40.8 %) No: 457 (59.2 %) |
AC sugar | AC Blood Sugar (mg/dl) | 69–292 | μ = 98.21; σ = 17.885 |
TG | Triglyceride (mg/dl) | 31–676 | μ = 133.44; σ = 71.750 |
HDL | High-density lipoprotein (mg/dl) | 24–96 | μ = 45.65; σ = 9.957 |
Wrist | Wrist (cm) | 66.3–114.5 | μ = 87.962; σ = 7.5566 |
HBA1c | Glycohemoglobin (%) | 4.4–10.4 | μ = 5.691; σ = 0.6133 |
BMI | Body mass index (mmHg) | 16.7–36.7 | μ = 24.807; σ = 2.8593 |
Total cholesterol | Total cholesterol (mg/dL) | 95–440 | μ = 203.18; σ = 34.138 |
PC sugar | PC blood sugar (mg/dl) | 51–408 | μ = 127.08; σ = 48.775 |
LOH | Y/N | Y: 205 (26.6 %) N: 567 (73.4 %) |