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Receiver Operating Characteristic (ROC) curves for the best two classifier models among Logistic Regression (LgR), MLP, SVM and RF. The classifiers were deployed in two different binary classification tasks: (a) Low or High MWL and (b) type of events—Car or Pedestrian. For each of the tasks, all the classifier models were trained using 10-fold cross-validation approach.
