M
Marina Meilǎ
Researcher at University of Washington
Publications - 1
Citations - 655
Marina Meilǎ is an academic researcher from University of Washington. The author has contributed to research in topics: Rand index & Variation of information. The author has an hindex of 1, co-authored 1 publications receiving 616 citations.
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Comparing clusterings: an axiomatic view
TL;DR: This paper views clusterings as elements of a lattice and gives an axiomatic characterization of some criteria for comparing clusterings, including the variation of information and the unadjusted Rand index, and proves an impossibility result: there is no "sensible" criterion for comparing clusters that is simultaneously aligned with the lattice of partitions, convexely additive, and bounded.