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question 1 1. Please explain why Inverse Document Frequency is needed in tf-idf model. 2. Please illustrate the reason why Cosine similarity is preferred over

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1. Please explain why Inverse Document Frequency is needed in tf-idf model. 2. Please illustrate the reason why Cosine similarity is preferred over Euclidean distance when formalizi proximity in Vector Space Model

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