Fig. 4

ROC curves of different algorithms. (A) ROC curves of seven models on the validation set. (B) ROC curves of the LR model on the training and validation sets. ROC, receiver operating characteristic; LR, logistic regression; DT, decision tree; RF, random forest; GBDT, gradient boosting decision tree; XGBoost, extreme gradient boosting; MLP, multilayer perceptron; SVM, support vector machine