dual_tree_kmeans.hpp File Reference

Include dependency graph for dual_tree_kmeans.hpp:

Go to the source code of this file.

Classes
class	mlpack::kmeans::DualTreeKMeans< MetricType, MatType, TreeType >
	An algorithm for an exact Lloyd iteration which simply uses dual-tree nearest-neighbor search to find the nearest centroid for each point in the dataset. More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::kmeans
	K-Means clustering.

Typedefs
template<typename MetricType , typename MatType >
using	mlpack::kmeans::CoverTreeDualTreeKMeans = DualTreeKMeans< MetricType, MatType, tree::StandardCoverTree >
	A template typedef for the DualTreeKMeans algorithm with the cover tree type. More...
template<typename MetricType , typename MatType >
using	mlpack::kmeans::DefaultDualTreeKMeans = DualTreeKMeans< MetricType, MatType >
	A template typedef for the DualTreeKMeans algorithm with the default tree type (a kd-tree). More...

Functions
template<typename TreeType >
void	mlpack::kmeans::HideChild (TreeType &node, const size_t child, const typename boost::disable_if_c< tree::TreeTraits< TreeType >::BinaryTree >::type *junk=0)
	Utility function for hiding children. More...
template<typename TreeType >
void	mlpack::kmeans::HideChild (TreeType &node, const size_t child, const typename boost::enable_if_c< tree::TreeTraits< TreeType >::BinaryTree >::type *junk=0)
	Utility function for hiding children. More...
template<typename TreeType >
void	mlpack::kmeans::RestoreChildren (TreeType &node, const typename boost::disable_if_c< tree::TreeTraits< TreeType >::BinaryTree >::type *junk=0)
	Utility function for restoring children to a non-binary tree. More...
template<typename TreeType >
void	mlpack::kmeans::RestoreChildren (TreeType &node, const typename boost::enable_if_c< tree::TreeTraits< TreeType >::BinaryTree >::type *junk=0)
	Utility function for restoring children to a binary tree. More...