The simplest evaluation measure is direct comparison of the extracted thesaurus with a manuallycreated gold standard (Grefenstette, 1994).
the Spearman rank-order correlation coefficient is the linear correlation coefficient between the rankings of elements of A and B. R s is a useful non-parametric comparison for when the rank order is more relevant than the actual values in the distribution.