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you this lecture is about the texture categorization in this lecture were going to talk about the text of categorization this is a very important technique for text to data mining and analytics it is relevant to discovery of various different kinds of knowledge as shown here first is related to top two mining and analysis and thats because it has to do with analyzing text data based on some predefined the topics secondly its also related to opinion mining and sentiment analysis which has to do is discovering knowledge about the observer the human sensor because we can categorize the authors for example based on the content of the articles that they have written we can in general categorize the observer based on the content that they produce finally its also related to text based or prediction because we can often use text or categorization techniques to predict some variables in the real world that are only remotely related to text data and so this is a very important technique fo