Understanding Malvestuto’s normalized mutual information

Hanneke van der Hoef*, Matthijs J. Warrens

*Bijbehorende auteur voor dit werk

OnderzoeksoutputAcademicpeer review

Samenvatting

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 reflect, we study components of the index that contain information on individual clusters, using mathematical analysis and numerical examples. The indices for individual clusters provide useful information on what is going on with specific clusters.
Originele taal-2English
TitelAdvanced Studies in Classification and Data Science
RedacteurenTadashi Imaizumi, Akinori Okada, Sadaaki Miyamoto, Fumitake Sakaori, Yoshiro Yamamoto, Maurizio Vichi
UitgeverijSpringer Singapore
Pagina's 289–299
Aantal pagina's11
ISBN van elektronische versie978-981-15-3311-2
ISBN van geprinte versie978-981-15-3310-5
DOI's
StatusPublished - 2020

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