human beings to select meaningful information without support. Categorization of
documents refers to the problem of automatic classification of a set of documents in classes
(or categories or topics). Automatic Text Categorization is an important issue in the text
mining. The task is to automatically classify text documents into predefined classes based on
their content. Automatic categorization of text documents has become an important research …