Understanding Inverse Document Frequency
( go to the article → https://www.codementor.io/arpitbhayani/understanding-inverse-document-frequency-14doa5tqr7 )
TF-IDF is extensively used in search engines and in various document classification and clustering techniques. Instead of taking the formula by the word, we take a detour and dive deep into the better half of it and find its connection with Probability, the role it plays in document relevance and the intuition behind it.
March 9, 2020, 6:58 p.m.
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