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Journal of Classification Volume 2020 Issue 1705

Subject Areas: Statistics, Probability and Uncertainty
ISSN: 0176-4268
SJR: 41

Open Access

Journal Article

Comparing high dimensional partitions, with the Coclustering Adjusted Rand Index

Robert, Valerie; Vasseur, Yann; Brault, Vincent

2017 Statistics

doi:10.1007/s00357-020-09379-w

Abstract: We consider the simultaneous clustering of rows and columns of a matrix and more particularly the ability to measure the agreement between two co-clustering partitions. The new criterion we developed is based on the Adjusted Rand Index and is called the Co-clustering Adjusted Rand Index...

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