Higher density values indicate a profile whose weighted concepts form more coherent clusters in the ontology.
then, we expect higher density values for the data sets from our verb alternation detection and name disambiguation tasks (on which our method had better performance than distributional methods), and lower density values for the document classification data set (on which our method had worse performance than a purely distributional method).