Unifying Information-Theoretic and Pair-Counting Clustering Similarity

Alexander J. Gates

Comparing clusterings is central to evaluating unsupervised models, yet the many existing similarity measures can produce widely divergent, sometimes contradictory, evaluations. Cl…