kde_model.hpp File Reference

Include dependency graph for kde_model.hpp:

Go to the source code of this file.

Classes
class	AbsErrorVisitor
	AbsErrorVisitor modifies absolute error tolerance for a KDEType. More...
class	BandwidthVisitor
	BandwidthVisitor modifies the bandwidth of a KDEType kernel. More...
class	DeleteVisitor
class	DualBiKDE
	DualBiKDE computes a Kernel Density Estimation on the given KDEType. More...
class	DualMonoKDE
	DualMonoKDE computes a Kernel Density Estimation on the given KDEType. More...
class	KDEModel
class	KernelNormalizer
	KernelNormalizer holds a set of methods to normalize estimations applying in each case the appropiate kernel normalizer function. More...
class	MCBreakCoefVisitor
	MCBreakCoefVisitor sets the Monte Carlo break coefficient. More...
class	MCEntryCoefVisitor
	MCEntryCoefVisitor sets the Monte Carlo entry coefficient. More...
class	MCProbabilityVisitor
	MCProbabilityVisitor sets the Monte Carlo probability for a given KDEType. More...
class	MCSampleSizeVisitor
	MCSampleSizeVisitor sets the Monte Carlo intial sample size for a given KDEType. More...
class	ModeVisitor
	ModeVisitor exposes the Mode() method of the KDEType. More...
class	MonteCarloVisitor
	MonteCarloVisitor activates or deactivates Monte Carlo for a given KDEType. More...
class	RelErrorVisitor
	RelErrorVisitor modifies relative error tolerance for a KDEType. More...
class	TrainVisitor
	TrainVisitor trains a given KDEType using a reference set. More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::kde
	Kernel Density Estimation.

Typedefs
template class TreeType>
using	KDEType = KDE< KernelType, metric::EuclideanDistance, arma::mat, TreeType, TreeType< metric::EuclideanDistance, kde::KDEStat, arma::mat >::template DualTreeTraverser, TreeType< metric::EuclideanDistance, kde::KDEStat, arma::mat >::template SingleTreeTraverser >
	Alias template. More...

Functions
	BOOST_TEMPLATE_CLASS_VERSION (template<>, mlpack::kde::KDEModel, 1)
	Set the serialization version of the KDEModel class. More...

Detailed Description

Author

Roberto Hueso

Model for KDE. It abstracts different types of tree, kernels, etc.

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 kde_model.hpp.

Function Documentation

BOOST_TEMPLATE_CLASS_VERSION()

BOOST_TEMPLATE_CLASS_VERSION	(	template<>	,
		mlpack::kde::KDEModel	,
		1
	)

Set the serialization version of the KDEModel class.

Referenced by KDEModel::MCBreakCoefficient().