mlpack::tree Namespace Reference

Trees and tree-building procedures. More...

Classes
class	BinarySpaceTree
	A binary space partitioning tree, such as a KD-tree or a ball tree. More...
class	CosineTree
class	CosineTreeBuilder
class	CoverTree
	A cover tree is a tree specifically designed to speed up nearest-neighbor computation in high-dimensional spaces. More...
class	EmptyStatistic
	Empty statistic if you are not interested in storing statistics in your tree. More...
class	FirstPointIsRoot
	This class is meant to be used as a choice for the policy class RootPointPolicy of the CoverTree class. More...
class	MRKDStatistic
	Statistic for multi-resolution kd-trees. More...
class	TreeTraits
	The TreeTraits class provides compile-time information on the characteristics of a given tree type. More...
class	TreeTraits< BinarySpaceTree< BoundType, StatisticType, MatType > >
	This is a specialization of the TreeType class to the BinarySpaceTree tree type. More...
class	TreeTraits< CoverTree< MetricType, RootPointPolicy, StatisticType > >
	The specialization of the TreeTraits class for the CoverTree tree type. More...

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Detailed Description

Trees and tree-building procedures.

tree-building procedures.

Cosine Trees and building procedures.