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An application must measure the goodness of an unsupervised learning solution using a proximity measure which of the following measures will perform the task properly?

An application must measure the goodness of an unsupervised learning solution using a proximity measure which of the following measures will perform the task properly?
Euclidean distance
New York distance
SimRank
RandomWalk
Aristotlian distance
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