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In recent years, text mining wasan important topic because of the growth of digital text data from many sources such as government document, email, social media, website, etc. The English poemsare one of the text data to categorization English Poems will use text categorization, text categorization is a method in which classify documents into one or more categories that were predefined the category based on the text content in a document. In this paper we will solve the problem of how todoi:10.11591/eei.v9i4.1898 fatcat:wt5hxbkd2jct3hiedt426h3gb4