Machine Learning Models of Acute Kidney Injury Prediction in Acute Pancreatitis Patients

Figure 2

The receiver operating characteristic (ROC) curves of 5 different models in predicting AKI in AP patients after admission in the test dataset. Abbreviations: XGBoost: extreme gradient boosting; RF: random forest; SVM: support vector machine; LR: logistic regression; CART: classification and regression tree.