Explain the concept of Bag of Words.

by Smruti (21.0k points) in Other asked May 26, 2022 194 views

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Topic	Natural Language Processing (AI Domain)
Type	Short answer type
Class	10

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by Smruti (21.0k points) answered May 26, 2022

by aiforkids selected May 26, 2022

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1. Bag of Words is a Natural Language Processing model which helps in extracting features out of the text which can be helpful in machine learning algorithms.

2. In bag of words, we get the occurrences of each word and construct the vocabulary for the corpus.

3. Bag of Words just creates a set of vectors containing the count of word occurrences in the document (reviews). Bag of Words vectors are easy to interpret.

Study more about Natural Language Processing at Natural Language Processing Class 10

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Explain the concept of Bag of Words.

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