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Prediction of the relationship between laboratory characteristics and AIS with an established model. a Receiver operating characteristic (ROC) curve and area under the curve (AUC) for multiple classifiers including XGBoost, Random Forest, Logistic Regression, and AdaBoost. b The k-fold cross-validated (k = 5) ROC curves for XGBoost classifier
