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 TreeType >
using	DiscreteHilbertRTreeAuxiliaryInformation = HilbertRTreeAuxiliaryInformation< TreeType, DiscreteHilbertValue >
	The Hilbert R-tree, a variant of the R tree with an ordering along the Hilbert curve. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	HilbertRTree = RectangleTree< MetricType, StatisticType, MatType, HilbertRTreeSplit< 2 >, HilbertRTreeDescentHeuristic, DiscreteHilbertRTreeAuxiliaryInformation >
template<typename MetricType , typename StatisticType , typename MatType >
using	RPlusPlusTree = RectangleTree< MetricType, StatisticType, MatType, RPlusTreeSplit< RPlusPlusTreeSplitPolicy, MinimalSplitsNumberSweep >, RPlusPlusTreeDescentHeuristic, RPlusPlusTreeAuxiliaryInformation >
	The R++ tree, a variant of the R+ tree with maximum buonding rectangles. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	RPlusTree = RectangleTree< MetricType, StatisticType, MatType, RPlusTreeSplit< RPlusTreeSplitPolicy, MinimalCoverageSweep >, RPlusTreeDescentHeuristic, NoAuxiliaryInformation >
	The R+ tree, a variant of the R tree that avoids overlapping rectangles. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	RStarTree = RectangleTree< MetricType, StatisticType, MatType, RStarTreeSplit, RStarTreeDescentHeuristic, NoAuxiliaryInformation >
	The R*-tree, a more recent variant of the R tree. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	RTree = RectangleTree< MetricType, StatisticType, MatType, RTreeSplit, RTreeDescentHeuristic, NoAuxiliaryInformation >
	An implementation of the R tree that satisfies the TreeType policy API. More...
template<typename MetricType , typename StatisticType , typename MatType >
using	XTree = RectangleTree< MetricType, StatisticType, MatType, XTreeSplit, RTreeDescentHeuristic, XTreeAuxiliaryInformation >
	The X-tree, a variant of the R tree with supernodes. More...

Detailed Description

Author

Ryan Curtin

Typedefs of RectangleTrees, for use by classes that require trees matching the TreeType API.

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.