NAME
    ToyBox::SVMSGD - Classifier using SGD for SVM

SYNOPSIS
      use ToyBox::SVMSGD;

      my $svm= ToyBox::SVMSGD->new();
  
      $svm->add_instance(
          attributes => {a => 2, b => 3},
          label => 'positive'
      );
  
      $svm->add_instance(
          attributes => {c => 3, d => 1},
          label => 'negative'
      );
  
      $svm->train(T => $svm->data_num(),
                  lambda => 1.0,
                  t0 => 10,
                  progress_cb => 'verbose');
  
      my $score = $svm->predict(
                      attributes => {a => 1, b => 1, d => 1, e =>1}
                  );

DESCRIPTION
AUTHOR
    TAGAMI Yukihiro <[email protected]>

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

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