NAME ToyBox::XS::NBClustering - Simple Naive Bayes Clustering using Perl XS

SYNOPSIS use ToyBox::XS::NBClustering;

  my $nb = ToyBox::XS::NBClustering->new();

  $nb->add_instance(
      attributes => {a => 2, b => 3},
  );

  $nb->add_instance(
      attributes => {c => 3, d => 1},
  );

  $nb->train(cluster_num => 2, alpha => 1.0);

  my $probs = $nb->predict(
                  attributes => {a => 1, b => 1, d => 1, e =>1}
              );

DESCRIPTION This module implements a simple Naive Bayes Clustering using Perl XS.

AUTHOR TAGAMI Yukihiro [email protected]

LICENSE This library is distributed under the term of the MIT license.

<http://opensource.org/licenses/mit-license.php>