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3.4.6.2: Cosine Measure

The cosine measure is an attempt to avoid the problems of the inner productIt takes values between -1 and 1 . It is insensitive to the length of the vectors and can be interpreted as the inner product of the normalized vectors

and

documents are most similar if their vectors have the same directions


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