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Bag-Of-Words Model - What is bag-of-words model theory?


The Bag of Words model theory is a simplistic method used in natural language processing to numerically represent words. This document embedding technique is based on word frequency. The model views the entire document as a 'bag' filled with words, rather than a sequence.