What does tf-idf mean? Term frequency-inverse document frequency. One of the simplest ranking functions is computed by summing the tf-idf for each query term; many more sophisticated ranking functions are variants of this simple model. Tf-idf can be successfully used for stop-words filtering in various subject fields including text summarization and classification. And the classic Introduction to Information Retrieval. Which measures how frequently a term occurs in a document.

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