CRPClustering: Bayesian Nonparametric Chinese Restaurant Process Clustering with Entropy

Chinese restaurant process [Pitman (1995) <doi:10.1007/BF01213386>] is used in order to compose Dirichlet process [Ferguson (1973) <doi:10.1214/aos/1176342360>]. The clustering which uses Chinese restaurant process does not need to decide the number of clusters in advance. This algorithm automatically adjusts it. And this package calculates the ambiguity of clusters as entropy [Yngvason (1999) <doi:10.1016/S0370-1573(98)00082-9>].

Getting started

Package details

AuthorMasashi Okada [aut, cre]
MaintainerMasashi Okada <[email protected]>
LicenseGPL (>= 2)
Version1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CRPClustering")

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CRPClustering documentation built on May 2, 2018, 1:03 a.m.