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What are the applications of TFIDF?

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TFIDF is commonly used in the Natural Language Processing domain. Some of its applications are:

  • Document Classification - Helps in classifying the type and genre of a document. 
  • Topic Modelling - It helps in predicting the topic for a corpus. 
  • Information Retrieval System - To extract the important information out of a corpus. 
  • Stop word filtering - Helps in removing the unnecessary words out of a text body.

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