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blockcluster (version 2.0.2)

Co-Clustering package for Binary, Contingency and Continuous data-sets.

Description

Simultaneous clustering of rows and columns, usually designated by biclustering, co-clustering or block clustering, is an important technique in two way data analysis. It consists of estimating a mixture model which takes into account the block clustering problem on both the individual and variables sets. The blockcluster package provides a bridge between the C++ core library and the R statistical computing environment. This package allows to co-cluster Binary, contingency and continuous data-sets. It also provides utility functions to visualize the results. This package may be useful for various applications in fields of Data mining,Information retrieval, Biology, computer vision and many more.

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Install

install.packages('blockcluster')

Monthly Downloads

497

Version

2.0.2

License

GPL (>= 3)

Maintainer

Last Published

April 12th, 2013

Functions in blockcluster (2.0.2)