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AI::Categorizer::Learner::SVM 0.07

Details

AI::Categorizer::Learner::SVM 0.07 is libraries software developed by Ken Williams.
AI::Categorizer::Learner::SVM is a Perl module to support Vector Machine Learner.



SYNOPSIS

use AI::Categorizer::Learner::SVM;

Here $k is an AI::Categorizer::KnowledgeSet object

my $l = new AI::Categorizer::Learner::SVM(...parameters...);
$l->train(knowledge_set => $k);
$l->save_state('filename');

... time passes ...

$l = AI::Categorizer::Learner->restore_state('filename');
while (my $document = ... ) { An AI::Categorizer::Document object
my $hypothesis = $l->categorize($document);
print "Best assigned category: ", $hypothesis->best_category, "n";
}

This class implements a Support Vector Machine machine learner, using Cory Spencer's Algorithm::SVM module. In lots of the recent academic literature, SVMs perform very well for text categorization.

Requirements:
Perl
AI::Categorizer::Learner::SVM 0.07 supports english interface languages and works with Linux.

Downloading AI::Categorizer::Learner::SVM 0.07 will take several seconds if you use fast ADSL connection.

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