"Ward" shows the evaluation of the clustering initialised with centroids found by hierarchical clus- 5 Verbs missing from the clustering reduce the maximum achievable cluster purity score.
6 we take the clustering result with the minimum intra-cluster distance (not the clustering result with the best performance on the gold standard).