Comparing Clusterings { An Axiomatic View

ICML, pp.577-584, (2005)

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This paper views clusterings as elements of a lattice. Distances between clusterings are analyzed in their relationship to the lattice. From this vantage point, we rst give an ax- iomatic characterization of some criteria for comparing clusterings, including the varia- tion of information and the unadjusted Rand index. Then we study other...更多

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