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Bag-Of-Words Model In Computer Vision - What are some of the advantages of using the bag of words to extract features?


Several advantages may be gained from the bag of words concept. As a result, machine learning algorithms are better able to interpret unstructured text using its feature representation. A dictionary of unique terms may be formed and word frequencies can be tallied; this dictionary can be useful for text categorization and other activities.