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Re:Interesting data structures: the BK-tree by scosman on Monday April 03, 2017 @03:00PM (#14025975)
Bingo! We tested BK trees and found them to break down on lots of data sets. The search speedup never overcame the additional cost of building the trees (although these were one-off sets, a search heavy workload could definitely benefit from them).
Re:Interesting data structures: the BK-tree by socmag on Monday April 03, 2017 @07:12PM (#14028115)
Yes it is a quite a niche and strange query technique but looked cute

Interesting tid-bit, one Mr. Sergey Brin published this in 1995

"Near Neighbor Search in Large Metric Spaces"

http://www.vldb.org/conf/1995/P574.PDF

So I'm curious, because I had been planning on using a VP tree for something I'm mulling over. I could see stormy waters though for large dimensions.

Seriously interested to hear any feedback from people who have tried it. Any recommendations for what to do instead?