Construction and validation of a machine learning algorithm-based predictive model for difficult colonoscopy insertion

Figure 4 Receiver operating characteristic curves in training and validation set. A: Receiver operating characteristic (ROC) curves of three models in training set; B: ROC curves of three models in validation set. AUC: Area under the receiver operating characteristic curve; LASSO: Least absolute shrinkage and selection operator; RF: Random forest.