What do you mean by a Bag of Words (BOW)?

1.	What do you mean by a Bag of Words (BOW)?
Answer» The Bag of WORDS model is a popular ONE that uses word frequency or occurrences to train a classifier. This methodology generates a matrix of occurrences for documents or phrases, regardless of their grammatical structure or word ORDER. A bag-of-words is a text representation that describes the frequency with which words appear in a document. It entails two steps: A LIST of terms that are well-known. A metric for determining the existence of well-known terms. Because any information about the sequence or structure of words in the document is deleted, it is REFERRED to as a "bag" of words. The model simply cares about whether or not recognised terms appear in the document, not where they appear.

Answer»

The Bag of WORDS model is a popular ONE that uses word frequency or occurrences to train a classifier. This methodology generates a matrix of occurrences for documents or phrases, regardless of their grammatical structure or word ORDER.

A bag-of-words is a text representation that describes the frequency with which words appear in a document. It entails two steps:

A LIST of terms that are well-known.
A metric for determining the existence of well-known terms.

Because any information about the sequence or structure of words in the document is deleted, it is REFERRED to as a "bag" of words. The model simply cares about whether or not recognised terms appear in the document, not where they appear.

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