TF-IDF Intuition

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What is the purpose of the inverse document frequency (IDF) component in TF-IDF?

Multiple Choice

It increases the weight of terms that appear in every document It normalizes document length It downweights terms that appear across many documents, emphasizing rarer, more discriminative terms It removes stopwords automatically

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TF-IDF Intuition

Multiple Choice

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