Variable ranking by their contribution to cardiovascular risk predictions
Ranking | Variable | Importance |
1 | Age | 0.08666 |
2 | Smoking status | 0.062 |
3 | Height | 0.05601 |
4 | Average systolic blood pressure | 0.05274 |
5 | Smoking duration | 0.05246 |
6 | Sex | 0.05149 |
7 | Sugar control for 3 months | 0.03583 |
8 | Hip circumference | 0.03004 |
9 | Average diastolic blood pressure | 0.02795 |
10 | Serum triglyceride level | 0.02524 |
11 | Number of packs smoked a day | 0.02387 |
12 | History of hypertension | 0.02246 |
13 | Baseline insulin level | 0.0222 |
14 | Low density lipoprotein cholesterol | 0.022 |
15 | Fasting blood sugar | 0.02166 |
16 | Total cholesterol level | 0.0191 |
17 | Weight in 2007 | 0.01904 |
18 | Alcohol used at least once a week | 0.01901 |
19 | Waist in 2007 | 0.01798 |
20 | Body mass index in 2007 | 0.01788 |