twitter/scalding — pull request #338 by willf (2013-03-05 15:06:18+00:00)
Title: Binarize for document frequency

The IDF of TF-IDF assumes a count of the number of documents a word appears in, not a total count of the words. This is easy to fix by binarizing the docWordMatrix.