Support vector machines (SVM): SVM is a powerful classification and regression algorithm that performs well in dealing with non-linear relationships.

By comparison, classical statistical models such as logistic regression (LR) rely on selection of risk factors, often on the basis of a priori knowledge. Although ML techniques have achieved recent ...

We trained models using logistic regression (LR) and four commonly used ML algorithms to predict NCGC from age-/sex-matched controls in two EHR systems: Stanford University and the University of ...