Figure 2. ROC curves for four machine learning models. (A) AUCs of four machine learning models in the training cohort; (B) AUCs of four machine learning models in the test cohort. ROC, receiver operating characteristic curve; AUC, area under the curve; LR, logistic regression; RF, random forest; SVM, support vector machine; XGB, extreme gradient boosting.