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autoclass

automatic classification or clustering

Variants:
AutoClass solves the problem of automatic discovery of classes in data (sometimes called clustering, or unsupervised learning), as distinct from the generation of class descriptions from labeled examples (called supervised learning). It aims to discover the "natural" classes in the data. AutoClass is applicable to observations of things that can be described by a set of attributes, without referring to other things. The data values corresponding to each attribute are limited to be either numbers or the elements of a fixed set of symbols. With numeric data, a measurement error must be provided.
Homepage:
Package version:3.3.6.dfsg.1-1
Architecture:kfreebsd-i386
Distribution:Debian
Filename:autoclass_3.3.6.dfsg.1-1_kfreebsd-i386.deb

/usr/share/doc/autoclass/README.Debian

autoclass for Debian
----------------------

AutoClass and multimix are both clustering programs which have been
packaged for Debian.  Here is a comparison written by the Multimix
authors:

"AutoClass is a Bayesian clustering program developed by Peter
Cheeseman and colleagues at NASA Ames Research Center.  The models
fitted by AutoClass are very similar to those fitted by Multimix,
although both 
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/usr/share/doc/autoclass/examples/README.sample

# to run the example, do this:
gunzip *.gz

autoclass -search imports-85c.db2 imports-85c.hd2 imports-85c.model imports-85c.s-params

autoclass -reports imports-85c.results-bin imports-85c.search imports-85c.r-params

/usr/share/man/man1/autoclass.1.gz

AUTOCLASS(1)                                            AUTOCLASS(1)



NAME
       autoclass - automatically discover classes in data

SYNOPSIS
       autoclass -search data_file header_file model_file
       s_param_file
       autoclass -report results_file search_file r_params_file
       autoclass -predict results_file search_file results_file

DESCRIPTION
       AutoClass  solves  the  probl
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/usr/share/doc/autoclass/changelog.Debian.gz

autoclass (3.3.6.dfsg.1-1) unstable; urgency=low

  * QA upload.
  * Set maintainer to QA group
  * 
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/usr/share/doc/autoclass/changelog.gz

	AUTOCLASS C VERSION 3.3.6 NOTES 
=================================================================
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/usr/share/doc/autoclass/copyright

This package was debianized by James R. Van Zandt <jrv@debian.org> on
Fri, 10 Sep 1999 22:07:41 -040
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