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yassersouri avatar yassersouri commented on August 18, 2024

BOW (bag of words): is each word present or not

TF (term frequency): how many times a word (or term) is present.

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gocen avatar gocen commented on August 18, 2024

But this page doesn't describe like you
https://en.wikipedia.org/wiki/Bag-of-words_model

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yassersouri avatar yassersouri commented on August 18, 2024

I think we should be looking at this: https://scikit-learn.org/stable/modules/feature_extraction.html#the-bag-of-words-representation

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gocen avatar gocen commented on August 18, 2024

https://scikit-learn.org/stable/modules/feature_extraction.html#the-bag-of-words-representation
This page also says:
Documents are described by word occurrences

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yassersouri avatar yassersouri commented on August 18, 2024

You might be right, It has been such a long time since I have written this code I might have forgotten.

Specifically this is what I use for BOW without any arguments:
https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html

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