[mlpack-git] [mlpack/mlpack] R+ and R++ trees implementation (#699)

lozhnikov notifications at github.com
Sun Jun 19 09:59:07 EDT 2016


I added the implementation of the R++ tree. The split algorithm is designed in a R+/R++ independent manner. Right now the R++ tree uses the sweep algorithm of the R+ tree. I'd like to add a template parameter SweepType in order to implement different sweep techniques (the R+ and R++ papers do not discuss the sweep algorithm in detail. There is some discretion in the implementation. The papers state that there are some criteria.  And I think I should try to implement and compare them). Right now the R++ tree passes the RectangleTree/RPlusPlusTreeBoundTest and RectangleTree/RPlusPlusTreeTraverserTest tests.

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