Computer scienceData scienceNLPText representationCount-based text representations

TF-IDF

Theory

Highest TF-IDF values

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Look at the table of the TF values for the terms from three documents. Calculate the TF-IDF values for these terms in doc3 and find a term with the highest TF-IDF value. Enter the word without punctuation.

term doc1 doc2 doc3
renting 0.27 0.35 0
apartment 0 0.35 0.53
can 0.4 0.1 0.1
expensive 0.3 0.2 0.37
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