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AUC for 6 separate models: logistic regression, multilayer perceptron neural network classifier, balanced random forest, balanced bagging classifier, random forest classifier, and support vector classifier. The models were implemented to predict the outcome for when a procedure will start at: A, 1 pm; B, 2 pm; C, 3 pm; or D, 4 pm. AUC indicates area under the receiver operating characteristic curve; SVC, support vector classifier.
