Bayesian Nonparametric Chinese Restaurant Process Clustering with Entropy

Chinese restaurant process [Pitman (1995) ] is used in order to compose Dirichlet process [Ferguson (1973) ]. 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) ].


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install.packages("CRPClustering")

1.2 by Masashi Okada, a year ago


Browse source code at https://github.com/cran/CRPClustering


Authors: Masashi Okada [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports MASS, mvtnorm, randomcoloR, lucid, dplyr, graphics, stats, utils, png

Suggests R.rsp


See at CRAN