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Finding the mean in a partition distribution

BACKGROUND: Bayesian clustering algorithms, in particular those utilizing Dirichlet Processes (DP), return a sample of the posterior distribution of partitions of a set. However, in many applied cases a single clustering solution is desired, requiring a ’best’ partition to be created from the poster...

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Detalles Bibliográficos
Autores principales: Glassen, Thomas J., Oertzen, Timo von, Konovalov, Dmitry A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6186144/
https://www.ncbi.nlm.nih.gov/pubmed/30314432
http://dx.doi.org/10.1186/s12859-018-2359-z