Performance Assessment. The performance of the models was mainly accessed using the area under the curve (AUC) from the receiver operating characteristic (ROC) curves. A ROC curve plots the true positive rate against the false positive rate and thus provides an estimate of the performance of a binary classifier. In addition to AUC, the following metrics were estimated: