arxivcs.LGcs.ITstat.ME2026-07-22
External Clustering Validation by the Homogeneity-Parsimony Trade-off
Scalar metrics are often used to evaluate clusterings against known classes, but they can obscure a fundamental trade-off: clusterings should be informative about class labels while avoiding unnecessary fragmentation. Here we describe normalized scores of cluster homogeneity and…