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Fragment of a discussion from User talk:Rednaxela/kD-Tree
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I don't know if you could modified it to run the C# implementation, but K-NN algorithm benchmark has an accuracy checker with linear search, as with performance benchmark. You can give it a try.

Nat Pavasant13:59, 7 May 2012