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AutoClass: AutoClass

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Name (abbrev)

Name (full)

Category

Last update

 

AutoClass

AutoClass

(not yet available)

b D, Y

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WWW

FTP

 

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Platforms

Availability

 

 

 

C-Sources for Windows and Unix

public domain

 

 

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Description

 

 

 

Unsupervised Bayesian classification system that seeks a maximum posterior probability classification. Inputs consist of a database of attribute vectors (cases), either real or discrete valued, and a class model. Default class models are provided. AutoClass finds the set of classes that is maximally probable with respect to the data and model. The output is a set of class descriptions, and partial membership of the cases in the classes.

 

 

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Contact person(s)

Related group(s)

 

 

  1. NASA Ames, Automated Learning Group

 

 

 

 

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