What is TF IDF?
TF-IDF (Term Frequency-Inverse Document Frequency) is a numerical statistic that is used to evaluate the importance of a word in a document or a set of documents. It measures the frequency of a word in a document and downscales the weight of words that occur frequently in many documents, giving more importance to the rarer words.
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