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you this lecture is about the methods for text categorization so in this lecture were going to discuss how to do text categorization first there are many methods for text localization in such method the idea is to determine the category based on some rules that we design carefully to reflect the domain knowledge about the categorization problem so for example if you want to do topical categorization for news articles you can say well if the news article mentions warlike game and sports three times that were going to say its about sports things like that and this would allow us to determine his degree decide that which category a document it should be put into now such a strategy would work well if the following conditions hold first the categories must be variable defined and this allows a person to clearly decide the category based on some some clear rules secondly the categories have to be easily distinguished based on surface features in text so that means superficial features l