spill_tree.hpp File Reference

Definition of generalized hybrid spill tree (SpillTree). More...

#include <mlpack/prereqs.hpp>
#include "../space_split/midpoint_space_split.hpp"
#include "../statistic.hpp"
#include "spill_tree_impl.hpp"
#include "../spill_tree.hpp"

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Classes
class	mlpack::tree::SpillTree< MetricType, StatisticType, MatType, HyperplaneType, SplitType >
	A hybrid spill tree is a variant of binary space trees in which the children of a node can "spill over" each other, and contain shared datapoints. More...
class	mlpack::tree::SpillTree< MetricType, StatisticType, MatType, HyperplaneType, SplitType >::SpillSingleTreeTraverser< MetricType, StatisticType, MatType, HyperplaneType, SplitType >
	A generic single-tree traverser for hybrid spill trees; see spill_single_tree_traverser.hpp for implementation. More...
class	mlpack::tree::SpillTree< MetricType, StatisticType, MatType, HyperplaneType, SplitType >::SpillDualTreeTraverser< MetricType, StatisticType, MatType, HyperplaneType, SplitType >
	A generic dual-tree traverser for hybrid spill trees; see spill_dual_tree_traverser.hpp for implementation. More...

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

Detailed Description

Definition of generalized hybrid spill tree (SpillTree).

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.