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