Variable | Cox-PH (%) | GBM (%) | SVM (%) | SL (%) |
---|---|---|---|---|
Age | 34.80 | 38.98 | 49.06 | 31.59 |
Waist-to-hip ratio | 21.95 | 2.09 | 24.79 | 8.83 |
Smoking status | 15.78 | 7.35 | 15.44 | 8.91 |
Systolic blood pressure | 5.59 | 11.74 | 1.59 | 10.07 |
Diastolic blood pressure | 5.01 | 3.97 | 1.26 | 8.29 |
Fasting blood sugar | 4.13 | 17.52 | 1.17 | 7.31 |
Body mass index | 3.09 | 1.52 | 0.71 | 5.77 |
Type 2 diabetes mellitus | 1.99 | 3.54 | 0.85 | 3.20 |
Aspirin | 1.06 | 5.75 | 1.08 | 3.64 |
Physical Activity | 0.98 | 2.17 | 0.54 | 1.97 |
Cholesterol | 0.97 | 1.32 | 0.69 | 1.41 |
Triglyceride | 0.91 | 0.96 | 0.61 | 1.01 |
High-density lipoprotein | 0.87 | 1.15 | 0.66 | 1.07 |
Sex | 0.83 | 0.84 | 0.33 | 0.94 |
Lipid Drug | 0.75 | 0.46 | < 0.001 | 0.19 |
Family History of Stroke | 0.54 | < 0.001 | 0.74 | 2.93 |
Marital Status | 0.38 | < 0.001 | 0.23 | 1.29 |
Anti-Hypertension Drug | 0.22 | 0.63 | 0.01 | 0.15 |
Education | 0.13 | < 0.001 | 0.21 | 0.86 |
Beta-Blockers | 0.09 | < 0.001 | 0.01 | 0.34 |
Corticosteroid | 0.08 | < 0.001 | 0.01 | 0.23 |