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Fragment of a discussion from User talk:Rednaxela/kD-Tree
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I'd have to benchmark it to be sure, and it depends on the distribution of data of course, but I'd estimate stopping at 150 out of 200 points would shave off something like 10-15% of the search time compared to just getting 200 points.

Rednaxela16:40, 21 May 2012