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  1. or download this
    wordA wordB wordC
wordD wordA wordE wordF
  2. or download this
    my $pos_file = '/path/to/positive.txt';
my $neg_file = '/path/to/negative.txt';
...
close($fh);

$categorizer->train;
  3. or download this
    my $sentence_file = '/path/to/sentence.txt';

...
    # do what you need with $probability
}
close($fh);