The performance metrics were computed on the predictions of each selected model in its corresponding test set. AUROC was computed from raw predicted probabilities, while F1score, balanced accuracy and MCC were derived from the binarized predictions. We tested the significance of the differences between strategies by means of nonparametric two-sided Wilcoxon test for paired samples.