This procedure illustrates what share of incorrect predictions has to be accepted in order to discover a given share of true positives contained in the set of tested edges. If edges are picked at random from the entire test set this results in an ROC curve following the 𝑥 = 𝑦 line, thus giving a convenient graphical comparison.