Finding the mean in a partition distribution
Abstract 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 th...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
BMC
2018-10-01
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Series: | BMC Bioinformatics |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s12859-018-2359-z |