Fig. 3.
Significance of SIVS feature reduction on the final model. The AUROC of the glmnet models built using the full feature space and built using only SIVS suggested features were tested in a pair-wise fashion where models that were built using the same cross-validation seeds were compared together using the Delong method with two-sided alternative hypothesis (DeLong et al., 1988)