AI-Classifier
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lib/AI/Classifier/Text.pm view on Meta::CPAN
$cl->store('some-file');
# later
my $cl = AI::Classifier::Text->load('some-file');
my $res = $cl->classify("do cats eat bats?");
=head1 DESCRIPTION
AI::Classifier::Text combines a lexical analyzer (by default being
L<AI::Classifier::Text::Analyzer>) and a classifier (like AI::NaiveBayes) to
perform text classification.
This is partially based on AI::TextCategorizer.
=head1 ATTRIBUTES
=over 4
=item C<classifier>
An object that'll perform classification of supplied feature vectors. Has to
define a C<classify()> method, which accepts a hash refence. The return value of
C<AI::Classifier::Text->classify()> will be the return value of C<classifier>'s
C<classify()> method.
This attribute has to be supplied to the C<new()> method during object creation.
=item C<analyzer>
The class performing lexical analysis of the text in order to produce a feature
vector. This defaults to C<AI::Classifier::Text::Analyzer>.
=back
=head1 METHODS
=over 4
=item C<< new(classifier => $foo) >>
Creates a new C<AI::Classifier::Text> object. The classifier argument is mandatory.
=item C<classify($document, $features)>
Categorize the given document. A lexical analyzer will be used to extract
features from C<$document>, and in addition to that the features from
C<$features> hash reference will be added. The return value comes directly from
the C<classifier> object's C<classify> method.
=back
=head1 SEE ALSO
AI::NaiveBayes (3), AI::Categorizer(3)
=head1 AUTHOR
Zbigniew Lukasiak <zlukasiak@opera.com>, Tadeusz SoÅnierz <tsosnierz@opera.com>
=head1 COPYRIGHT AND LICENSE
This software is copyright (c) 2012 by Opera Software ASA.
This is free software; you can redistribute it and/or modify it under
the same terms as the Perl 5 programming language system itself.
=cut
__END__
# ABSTRACT: A convenient class for text classification
( run in 0.899 second using v1.01-cache-2.11-cpan-bbcb1afb8fc )