Section 4.1), which showed that k = 7 retrieves about 92% of the related lemmas retrieved for k = 20 with a much smaller number of true negatives.
the evaluation on the R-sample might overestimate the recall, but only slightly so, while the P-sample yields a reliable estimate of precision by reducing the number of true negatives in the sample.