What is a benefit of using TFIDF instead of just term frequency in text mining? a. TFIDF
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What is a benefit of using TFIDF instead of just term frequency in text mining?
a. TFIDF can be used in a bag-of-words approach, but term frequency cannot.
b. TFIDF is a normalized measure that accounts for the varying lengths of documents in a corpus, but term frequency is not.
c. TFIDF considers how often a term occurs in a document as well as how rare it is in the other documents of the corpus while term frequency only considers how often a term occurs.
d. TFIDF can be used in word clouds, but term frequency cannot.
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Related Book For
Business Analytics
ISBN: 9780357902219
5th Edition
Authors: Jeffrey D. Camm, James J. Cochran, Michael J. Fry, Jeffrey W. Ohlmann
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