Cosine Similarity is Just Distance on a Circle
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YouTubeDataMListic
Cosine Similarity is Just Distance on a Circle
Take a query vector, a second vector three times longer pointing in exactly the same direction, and a third one at a right angle to the query. Straight-line distance says the right-angle vector is the closer match, which is backwards, because the perfect match is only far away for being long. Cosine similarity fixes it with one division: the ...
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Similarity and Congruence
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