information has increased. The automatic text categorization methods became essential in
the information organization and data mining process. A proper classification of e-
documents, various Internet information, blogs, emails and digital libraries requires
application of data mining and machine learning algorithms to retrieve the desired data. The
following paper describes the most important techniques and methodologies used for the …