Fig. 2: The ROCs and AUCs of POD prediction models using the various machine-learning algorithms.

ROC receiver operating characteristic curve, AUC area under the curve of ROC, RF random forest, GBM gradient boosting algorithm, XGB XGBoost, SVM support vector machine, ADA AdaBoost.