Fig. 3.

ROC of the nomogram for risk prediction.

Note:(1) XGBoostextreme gradient boosting; (2) Logistic Regression (LR); (3) Random Forest (RF); (4) Support Vector Machine (SVM); (5) K-Nearest Neighbor (KNN); (6) Stochastic Gradient Descent (SGD).