mvc (1.3)

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Multi-View Clustering.

http://cs.maunz.de
http://cran.r-project.org/web/packages/mvc

An implementation of Multi-View Clustering (Bickel and Scheffer, 2004). Documents are generated by drawing word values from a categorical distribution for each word, given the cluster. This means words are not counted (multinomial, as in the paper), but words take on different values from a finite set of values (categorical). Thus, it implements Mixture of Categoricals EM (as opposed to Mixture of Multinomials developed in the paper), and Spherical k-Means. The latter represents documents as vectors in the categorical space.

Maintainer: Andreas Maunz
Author(s): Andreas Maunz <andreas@maunz.de>

License: BSD_3_clause + file LICENSE

Uses: rattle

Released almost 6 years ago.


3 previous versions

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