Cosine similarity is a metric used to determine how similar the documents are irrespective of their size
Adharsh Chandran J S
The cosine similarity is advantageous because even if the two similar documents are far apart by the Euclidean distance because of the size (like, the word ‘cricket’ appeared 50 times in one document and 10 times in another), they could still have a smaller angle between them. Smaller the angle, higher the similarity.
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