Table 3 Feature weights resulting from multivariate logistic regression
Feature | Weight (IHD Score) | Weight (MI Score) | Weight (early MI Score) |
|---|---|---|---|
FDR202 | 0.09 ± 0.01 | 0.14 ± 0.00 | 0.24 ± 0.01 |
GRS46K | 0.16 ± 0.00 | 0.23 ± 0.00 | 0.24 ± 0.02 |
1.7M | 0.12 ± 0.00 | 0.17 ± 0.00 | 0.44 ± 0.01 |
6M | 1.83 ± 0.02 | 1.85 ± 0.02 | 0.23 ± 0.01 |
Diabetes type 2 | 1.00 ± 0.01 | 0.80 ± 0.01 | 1.10 ± 0.05 |
Family History of Heart Disease | 1.01 ± 0.00 | 0.98 ± 0.01 | 1.54 ± 0.04 |
Sex | 0.65 ± 0.00 | 1.02 ± 0.01 | 1.46 ± 0.04 |
Birth year | − 0.78 ± 0.00 | − 0.79 ± 0.00 | 1.22 ± 0.02 |
Systolic blood pressure | − 0.03 ± 0.00 | − 0.07 ± 0.00 | − 0.37 ± 0.01 |
BMI | 0.23 ± 0.00 | 0.19 ± 0.00 | 0.36 ± 0.02 |
Cholesterol | − 0.34 ± 0.01 | − 0.39 ± 0.00 | − 0.84 ± 0.02 |
Triglycerides | 0.18 ± 0.00 | 0.19 ± 0.00 | 0.32 ± 0.01 |
LDL | 0.17 ± 0.01 | 0.27 ± 0.02 | − 0.77 ± 0.07 |
Smoking status | 0.34 ± 0.00 | 0.45 ± 0.00 | 0.57 ± 0.02 |
PC1 | 0.17 ± 0.00 | 0.05 ± 0.04 | − 0.09 ± 0.48 |
PC2 | 0.16 ± 0.02 | 0.16 ± 0.04 | − 0.39 ± 0.30 |
PC3 | 0.01 ± 0.00 | 0.02 ± 0.00 | 0.05 ± 0.01 |
PC4 | 0.00 ± 0.00 | 0.01 ± 0.00 | 0.02 ± 0.01 |