Cosine similarity
Cosine similarity - a type of pearson measure, which considers the relative differences (e.G. Ab/absaabsb) assuming that the scale is uniform (that the distance from zero is relative). In some cases this can give better results, particularly where the data is not 'normally' distributed.
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