Table 4 Feature importances obtained by the Boruta algorithm in arbitrary units
| Â | Relative feature importance |
|---|---|
Systolic blood pressure | 41 (38–44) |
Diastolic blood pressure | 38 (30–45) |
Ambient temperature | 36 (34–39) |
Relative humidity | 33 (31–36) |
Dew point | 33 (30–35) |
Atmospheric pressure | 33 (31–35) |
Percentage sunshine | 28 (25–30) |
Peek wind speed data | 27 (25–30) |
Peek wind direction data | 25 (25–29) |
Gender | 23 (20–25) |
Weight | 23 (20–25) |
BMI | 23 (19–26) |
Height | 21 (20–22) |
Wind direction data | 12 (10–15) |
Body temperature | 10 (10–11) |