The task of developing effective text information classification systems requires the thoughtful analysis and synthesis variable components technology. These strongly affect practical efficiency requirements to data. For this purpose, a typical technology was discussed, comparing regular “learning from features” approach versus more advanced “deep learning” approach, that studies In order imple...