[mlpack-git] [mlpack/mlpack] Random projection trees (#726)

lozhnikov notifications at github.com
Fri Aug 5 11:07:02 EDT 2016


> @@ -135,6 +135,20 @@ using MeanSplitBallTree = BinarySpaceTree<MetricType,
>                                            bound::BallBound,
>                                            MeanSplit>;
>  
> +template<typename MetricType, typename StatisticType, typename MatType>
> +using RPTreeMax = BinarySpaceTree<MetricType,
> +                                  StatisticType,
> +                                  MatType,
> +                                  bound::HRectBound,
> +                                  RPTreeMaxSplit>;
> +
> +template<typename MetricType, typename StatisticType, typename MatType>
> +using RPTreeMean = BinarySpaceTree<MetricType,
> +                                  StatisticType,
> +                                  MatType,
> +                                  bound::HRectBound,
> +                                  RPTreeMeanSplit>;

Maybe you are right. These names are used in Dasgupta's paper "Random projection trees and low dimensional manifolds". I guess the mean split is the "default" since I saw that in another paper.

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