Construction of genetic classification model for coronary atherosclerosis heart disease using three machine learning methods.

In conclusion, this study found 12 gene signatures involved in the pathogenic mechanism of CAD. Among the CAD classifiers constructed by three machine learning methods, the SVM model has the best performance.