However, these measures are less appropriate for testing whether a system can, in general, rank hypernyms over other relations.
we also report Mean Area Under the ROC Curve, or Wilcoxon-Mann-Whitney statistic (AUC), which gives equal weight to correct rankings at the top and bottom of the list, and also compensates for unbalanced data.