Fig. 1

Average area under the ROC curve (AUC) for the five tested classification models as a function of increasing proportions of mislabeled observations. Averages are for validation values from 5-fold cross-validation repeated 100 times. KNN red line, RF green line, SVM-Lin blue line, LR black line, SVM-Rbf violet line