Advanced Machine-Learning Methods for Text Classification

This thesis deals with advanced machine-learning methods for text classification. At first, these methods are described, and then text classification system is created based on these methods. The system also provides tools for document preprocessing and evaluation of classifier. The thesis describes the use of the system in a real-life task