Fig. 1From: Delirium misdiagnosis risk in psychiatry: a machine learning-logistic regression predictive algorithmROC curve representing the diagnostic accuracy of the proposed predictive classifier. As diagnostic test accuracy improves, the ROC curve moves toward the left and the AUC (Area under the curve) approaches 1Back to article page