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dbacl

digramic Bayesian text classifier

Variants:
dbacl can distill text documents into categories, and then compare other text documents to the learned categories.

It can be used to recognize spam, and more generally sort incoming email into any number of categories such as work, play, and so on.

As a noise filter, it can be useful during the indexing of personal document collections.

Homepage:
Package version:1.12-2.1
Architecture:mipsel
Distribution:Debian
Filename:dbacl_1.12-2.1_mipsel.deb

/usr/share/dbacl/TREC/README

DBACL and TREC 2005

This note explains how to use dbacl with the TREC 2005 Spam Filter
Evaluation Toolkit (or spamjig for short). The spamjig is a system you
can install to test and compare several spam filters with either
public data or your own private data. It is/was developed as part of
the NIST TREC 2005 conference. 

The TREC Spam Filter Evalutation Toolkit can be downloaded from the
follow
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/usr/share/doc/dbacl/README.gz

		DBACL - digramic Bayesian classifier

PURPOSE

dbacl is a command line program which can be used to categorize
several types of text documents. Each document category is
constructed as a maximum entropy language model, with respect to
a reference measure based on digrams (character pairs).

Before recognition can take place, a number of text corpora must 
be "learned". For example, an English ca
more»

/usr/share/doc/dbacl/NEWS.gz

dbacl NEWS -- history of user-visible changes. From August 2004.
Copyright (C) 2004, 2005 Laird Breyer.

dbacl 1.12

Added the "Can spam filters play chess?" essay to the bundled documentation,
look in the doc/chess directory. Added the TREC2005 options files to the 
TREC directory. Fixed some parsing bugs.

There now is a new parser "-e char" which parses single characters. This
isn't useful on i
more»

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

BAYESOL(1)                                                BAYESOL(1)



NAME
       bayesol - a Bay
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/usr/share/man/man1/dbacl.1.gz

DBACL(1)                                                    DBACL(1)



NAME
       dbacl - a digra
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/usr/share/man/man1/hmine.1.gz

HMINE(1)                                                    HMINE(1)



NAME
       hmine - a mail 
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/usr/share/man/man1/hypex.1.gz

HMINE(1)                                                    HMINE(1)



NAME
       hypex  -  compu
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/usr/share/man/man1/mailcross.1.gz

MAILCROSS(1)                                            MAILCROSS(1)



NAME
       mailcross - a c
more»

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