Table 4.
Feature importances obtained by the Boruta algorithm in arbitrary units
| 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) |
Mean and 95% interval are given