The aim of the study is to develop a methodology for the classification of Russian-language texts. This article presents the results of assessing the applicability of information parameters for the recognition of text genres. In this work we used the results published in articles devoted to the study of the relationship of order and chaos in discrete systems. The work is performed in the department of information technologies, IRIT, UrFU.