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In unsupervised machine learning, agreement between partitions is commonly assessed with so-called external validity indices. Researchers tend to use and report indices that quantify agreement between two partitions for all clusters simultaneously. C
Externí odkaz:
http://arxiv.org/abs/1901.01777
Autor:
Warrens, Matthijs J.1 m.j.warrens@rug.nl, van der Hoef, Hanneke1
Publikováno v:
Journal of Classification. Nov2022, Vol. 39 Issue 3, p487-509. 23p.
Autor:
van der Hoef, Hanneke, Warrens, Matthijs J., Imaizumi, Tadashi, Okada, Akinori, Miyamoto, Sadaaki, Sakaori, Fumitake, Yamamoto, Yoshiro, Vichi, Maurizio
Publikováno v:
Advanced Studies in Classification and Data Science
Studies in Classification, Data Analysis, and Knowledge Organization ISBN: 9789811533105
Studies in Classification, Data Analysis, and Knowledge Organization ISBN: 9789811533105
Malvestuto’s version of the normalized mutual information is a well-known information theoretic index for quantifying agreement between two partitions. To further our understanding of what information on agreement between the clusters the index may
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e400a6ef78b4e5c27d069efddac9212f
https://research.rug.nl/en/publications/02ed8852-202e-4481-a41f-3604bfbb615e
https://research.rug.nl/en/publications/02ed8852-202e-4481-a41f-3604bfbb615e
Autor:
Van Der Hoef, Hanneke
Publikováno v:
Archives of Data Science, Series B (Online First), 1 (1), B02, 16 S.
The current study contributes to the search of identifying subgroups of patients with low back pain by using clara: clustering large applications. Different from prior studies, a dimension reduction is provided by selecting key variables found in the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6609e985aed723dc88ed5ae8242c5ed6
https://publikationen.bibliothek.kit.edu/1000091233
https://publikationen.bibliothek.kit.edu/1000091233
Akademický článek
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Publikováno v:
Behaviormetrika; Oct2019, Vol. 46 Issue 2, p353-370, 18p