Logistic regression, Cox regression ... In an effort to minimize allocation bias and confounding effects, a 1:1 nearest neighbor matching algorithm with a caliper width of 0.05 was applied for ...

Based on these biomarkers, RF, support vector machine (SVM) and logistic regression were used to randomly ... To avoid overfitting, we first implemented the LASSO regression algorithm to select 46 out ...