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Tf-Idf

A term that often appears in the corpus is less important than a less frequent term.

tf*idf is a value widely used in the field of information retrieval ---- tf (term frequency) : This factor measures the importance of a term for a document, it is proportional to the frequency of the term in the document (local weighting), AND idf (inverse of document frequency) : This factor measures discrimination of a term in the corpus (overall weighting).

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