Solving the text classification problem using the natural language processing and machine learning methods

This article deals with the practical methods of applying the methods of natural language processing and machine learning to solve the problem of text classification. The activity process that is automated is described during the developing of the system for text classification. The main problem was formulated. Conclusions are made on the application of machine learning algorithms for solving the problem. The results of using different algorithms for the creation of machine learning models were discussed. It was concluded that the combination of the natural language processing and machine learning methods is the effective way for solving the text classification problem.