Fig. 5
From: Evaluation of tree-based statistical learning methods for constructing genetic risk scores
Mean AUC for random forests, random forests VIM, logic regression, logic bagging, and elastic net in the third simulation scenario incorporating continuous input variables evaluated on the test data. The Designs 3.1 and 3.2 describe the scenarios where the GxE interacting SNP also exhibits a moderate marginal effect or where it does not induce a main effect, i.e., j = 2 or 5 in Eq. (4), respectively