Crimp: An efficient tool for summarizing multiple clusterings in population structure analysis and beyond

URN to cite this document:: urn:nbn:de:bvb:355-epub-539096
DOI to cite this document:: 10.5283/epub.53909

Lautenschlager, Ulrich

License: Creative Commons Attribution Non-commercial 4.0
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Date of publication of this fulltext: 08 Mar 2023 14:35

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Abstract

When a data set is repeatedly clustered using unsupervised techniques, the resulting clusterings, even if highly similar, may list their clusters in different orders. This so-called ‘label-switching’ phenomenon obscures meaningful differences between clusterings, complicating their comparison and summary. The problem often arises in the context of population structure analysis based on multilocus ...