Fig. 4.

Estimated performance measures of trained classifiers as assessed by nested cross-validation on the training set. a Receiver operating characteristic curves. b Box plots showing distributions of the following measures for the four algorithms: AUC, accuracy; F1 measure, precision, recall/sensitivity and specificity