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dft is the document frequency of t: the number of documents that contain t
dft is an inverse measure of the informativeness of t
dft ≤ N
We define the idf (inverse document frequency) of t by
We use log (N/dft) instead of N/dft to “dampen” the effect of idf.
Will turn out the base of the log is immaterial.
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