Figure 1.

ROC Curves of 6 ML Models Using All Variables

Predictive performance of ML models using all 66 variables was examined for the validation cohort. AUC = area under the curve; GBM = gradient boosting machine; ML = machine learning; ROC = receiver operating characteristic; SVM = support vector machine.