Table 4 Performance of prediction models under consideration.
From: Study of cardiovascular disease prediction model based on random forest in eastern China
Model | AUC | AUC Change |
|---|---|---|
Multivariate Regression | 0.7143 | Benchmark |
CART | 0.7025 | −1.18% |
Naïve Bayes | 0.7074 | −0.69% |
Bagged Trees | 0.7448 | 3.05% |
Ada Boost | 0.7862 | 7.19% |
Random Forest | 0.7872 | 7.29% |
Framingham Score | 0.7596 | 4.53% |
