NAME

Text::TFIdf

DESCRIPTION

Text::TFIdf assists in calulating TF-IDF vectors and scores for a collection of documents.

Examples

use Text::TFIdf;
    use Lingua::EN::Stopwords::Short;

my $doc-store = TFIdf.new(:trim(True), :stop-list(%stop-words));

$doc-store.add('perl is cool');
    $doc-store.add('i like node');
    $doc-store.add('java is okay');
    $doc-store.add('perl and node are interesting meh about java');

sub results($id, $score) {
      say $id ~ " got " ~ $score;
    }

$doc-store.tfids('node perl java', &results);

say $doc-store.tfids('node perl java');

This example will print out a numbers that represent how similar the given document is to documents in the corpus.