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Area under the receiver operating characteristic curve (AUC) shows XGBoost model performs better than CatBoost and SVM model. The AUC of XGBoost model classification on mPAP and sPAP is 0.911 (p < 0.001) and 0.833 (p = 0.0057), respectively.
