Definition from Wiktionary, the free dictionary Abbreviation of
"term frequency over inverse document frequency". Alternative
forms  - (information retrieval) A mathematical approximation to
the importance of a particular word in a given piece of text. -
The relevance of a document to a given search query can be
guessed using the TF-IDF of each word they have in common.