For example, the accuracy/purity measure (Stevenson and Joanis 2003;Korhonen, Krymolowski, and Marx 2003) evaluates whether a verb is assigned to a correct cluster with respect to the gold standard class of the majority of cluster members.
in a first step each induced verb cluster is assigned a gold standard class according to which class captures the majority of the cluster members.