Suboptimal comparison of partitions

DOI10.1007/s00357-019-09329-1OpenAlexW2958906378WikidataQ127518888 ScholiaQ127518888MaRDI QIDQ779055

Michael T. Lawson, Jonathon J. O'Brien, Devin K. Schweppe, Bahjat F. Qaqish

Publication date: 21 July 2020

Published in: Journal of Classification (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00357-019-09329-1

zbMATH Keywords

sensitivityclassificationclusteringspecificityhierarchical receiver operating characteristictriplet index

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• ROCR
• clusfind
• clustervalidation

Cites Work

• Unnamed Item
• Estimating the Number of Clusters in a Data Set Via the Gap Statistic
• On similarity indices and correction for chance agreement
• A classification of presence/absence based dissimilarity coefficients
• On the equivalence of Cohen's kappa and the Hubert-Arabie adjusted Rand index
• Model-based evaluation of clustering validation measures
• On association coefficients for \(2\times 2\) tables and properties that do not depend on the marginal distributions
• Metric and Euclidean properties of dissimilarity coefficients
• Two variant axiom systems for presence/absence based dissimilarity coefficients
• A probabilistic theory of clustering
• The analysis of free-sorting data: Beyond pairwise cooccurrences

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