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Bag-Of-Words Model - What is the purpose of the bag of words algorithm?
Answer
One use of the Bag-of-Words (BOW) paradigm is to convert free-form text into vectors of a predetermined length. Vectorization, the practice of counting the frequency of each word's presence, is used to accomplish this.
