typedef.hpp File Reference

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Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::tree
	Trees and tree-building procedures.

Typedefs
template<typename MetricType , typename StatisticType , typename MatType >
using	BallTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, MidpointSplit >
	A midpoint-split ball tree. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	KDTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, MidpointSplit >
	The standard midpoint-split kd-tree. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	MaxRPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, RPTreeMaxSplit >
	A max-split random projection tree. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	MeanSplitBallTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::BallBound, MeanSplit >
	A mean-split ball tree. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	MeanSplitKDTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, MeanSplit >
	A mean-split kd-tree. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	RPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HRectBound, RPTreeMeanSplit >
	A mean-split random projection tree. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	UBTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::CellBound, UBTreeSplit >
	The Universal B-tree. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	VPTree = BinarySpaceTree< MetricType, StatisticType, MatType, bound::HollowBallBound, VPTreeSplit >
template<typename BoundType , typename MatType = arma::mat>
using	VPTreeSplit = VantagePointSplit< BoundType, MatType, 100 >
	The vantage point tree (which is also called the metric tree. More...

Detailed Description

Author

Ryan Curtin

Template typedefs for the BinarySpaceTree class that satisfy the requirements of the TreeType policy class.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file typedef.hpp.