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overmes2012-12-29 17:20:30
data mining
overmes, 2012-12-29 17:20:30

The name of the similarity metric

Experimented with various similarity metrics and even came up with one of my own:

similarity = cross_count / euclid

Defines similarity as the ratio of the number of intersections to the Euclidean distance.
On my test data, rmse showed a slightly better result than Pearson's correlation and cosine metric

. Does this function have a name?

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