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Comparison of ROCs and AUCs for prediction of POD by the various machine learning models. ROC, receiver operating characteristic curve; AUC, Area under the curve of ROC; POD, postoperative delirium. RF, random forest; GBM, gradient boosting algorithm; ADA, AdaBoost; XGB, XGBoost; STA, stacking ensemble model
