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The problem of comparing two different partitions of a finite set of objects reappears continually in the clustering literature. We begin by reviewing a we.
Oct 6, 2011 · Online tool for quantitative assessment of classification agreement. Defining partitions is a common task in the life sciences disciplines.
Finally, we propose a measure of partition correspondence based on the comparison of object triples, rather than object pairs used by the Rand index and related ...
Reviews a measure of partition correspondence, the Rand index, and discusses how it might be normalized to provide a more appropriate descriptive measure.
A measure based on the comparison of object triples having the advantage of a probabilistic interpretation in addition to being corrected for chance is ...
This paper proposes an information theoretic criterion for comparing two partitions, or clusterings, of the same data set. The cri- terion, called variation ...
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Aug 23, 2023 · Provides several measures ((dis)similarity, distance/metric, correlation, entropy) for comparing two partitions of the same set of objects. The ...
Adjusted Rand (Hubert & Arabie, 1985) should be used to access the global congruence of two typing methods. It gives the overall concordance of two methods ...
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What is the difference between classification and partition?
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Calculate agreement indices between two partitions.
Jul 30, 2019 · Abstract:With the aim to propose a non parametric hypothesis test, this paper carries out a study on the Matching Error (ME), a comparison ...