Compared to the normalized cosine performance of 0.2732, the improved performance of the cosine and normalized cosine measures when source-pair specific information is used (0.2532 and 0.2533, respectively; p .005 for both comparisons) indicates that simple threshold normalization by the running mean is not optimal.
the poorer performance of voting compared to the baseline may be due in part to dependencies among the different measures.