birch: Dealing with very large datasets using BIRCH

birch is an implementation of the algorithms described in Zhang et al (1997), and provides functions for creating CF-trees, along with algorithms for dealing with some combinatorial problems, such as covMcd and ltsReg. It is very well suited for dealing with very large data sets, and does not require that the data can fit in physical memory.

Version: 1.2-3
Depends: R (≥ 2.10), ellipse
Suggests: MASS
Published: 2012-05-04
Author: Lysiane Charest, Justin Harrington, Matias Salibian-Barrera
Maintainer: Lysiane Charest <lysiane.charest at hec.ca>
License: GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation: yes
Materials: ChangeLog
CRAN checks: birch results

Downloads:

Reference manual: birch.pdf
Package source: birch_1.2-3.tar.gz
MacOS X binary: birch_1.2-3.tgz
Windows binary: birch_1.2-3.zip
Old sources: birch archive

Reverse dependencies:

Reverse depends: stream