In another solution, assigning each data point to a distinct cluster guarantees perfect homogeneity -each cluster trivially contains only members of a single class.
where C is the target partition, K is the hypothesized partition and h(k) is the size of cluster k. We believe that V-measure provides two significant advantages over Q 0 that make it a more useful diagnostic tool.