.TH "/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.2/src/mlpack/methods/kde/kde_model.hpp" 3 "Mon Aug 31 2020" "Version 3.3.2" "mlpack" \" -*- nroff -*-
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.SH NAME
/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.2/src/mlpack/methods/kde/kde_model.hpp
.SH SYNOPSIS
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.PP
.SS "Classes"

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.RI "class \fBAbsErrorVisitor\fP"
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.RI "\fBAbsErrorVisitor\fP modifies absolute error tolerance for a KDEType\&. "
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.RI "class \fBBandwidthVisitor\fP"
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.RI "\fBBandwidthVisitor\fP modifies the bandwidth of a KDEType kernel\&. "
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.RI "class \fBDeleteVisitor\fP"
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.RI "class \fBDualBiKDE\fP"
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.RI "\fBDualBiKDE\fP computes a Kernel Density Estimation on the given KDEType\&. "
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.RI "class \fBDualMonoKDE\fP"
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.RI "\fBDualMonoKDE\fP computes a Kernel Density Estimation on the given KDEType\&. "
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.RI "class \fBKDEModel\fP"
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.RI "class \fBKernelNormalizer\fP"
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.RI "\fBKernelNormalizer\fP holds a set of methods to normalize estimations applying in each case the appropiate kernel normalizer function\&. "
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.RI "class \fBMCBreakCoefVisitor\fP"
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.RI "\fBMCBreakCoefVisitor\fP sets the Monte Carlo break coefficient\&. "
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.RI "class \fBMCEntryCoefVisitor\fP"
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.RI "\fBMCEntryCoefVisitor\fP sets the Monte Carlo entry coefficient\&. "
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.RI "class \fBMCProbabilityVisitor\fP"
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.RI "\fBMCProbabilityVisitor\fP sets the Monte Carlo probability for a given KDEType\&. "
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.RI "class \fBMCSampleSizeVisitor\fP"
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.RI "\fBMCSampleSizeVisitor\fP sets the Monte Carlo intial sample size for a given KDEType\&. "
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.RI "class \fBModeVisitor\fP"
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.RI "\fBModeVisitor\fP exposes the Mode() method of the KDEType\&. "
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.RI "class \fBMonteCarloVisitor\fP"
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.RI "\fBMonteCarloVisitor\fP activates or deactivates Monte Carlo for a given KDEType\&. "
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.RI "class \fBRelErrorVisitor\fP"
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.RI "\fBRelErrorVisitor\fP modifies relative error tolerance for a KDEType\&. "
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.RI "class \fBTrainVisitor\fP"
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.RI "\fBTrainVisitor\fP trains a given KDEType using a reference set\&. "
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.SS "Namespaces"

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.RI " \fBmlpack\fP"
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.RI "Linear algebra utility functions, generally performed on matrices or vectors\&. "
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.RI " \fBmlpack::kde\fP"
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.RI "Kernel Density Estimation\&. "
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.SS "Typedefs"

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.RI "template<typename KernelType , template< typename TreeMetricType, typename TreeStatType, typename TreeMatType > class TreeType> using \fBKDEType\fP = 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 >"
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.RI "Alias template\&. "
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.SS "Functions"

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.RI "\fBBOOST_TEMPLATE_CLASS_VERSION\fP (template<>, \fBmlpack::kde::KDEModel\fP, 1)"
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.RI "Set the serialization version of the KDEModel class\&. "
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.SH "Detailed Description"
.PP 

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\fBAuthor:\fP
.RS 4
Roberto Hueso
.RE
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Model for KDE\&. It abstracts different types of tree, kernels, etc\&.
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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\&. 
.PP
Definition in file \fBkde_model\&.hpp\fP\&.
.SH "Function Documentation"
.PP 
.SS "BOOST_TEMPLATE_CLASS_VERSION (template<>, \fBmlpack::kde::KDEModel\fP, 1)"

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Set the serialization version of the KDEModel class\&. 
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Referenced by KDEModel::MCBreakCoefficient()\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for mlpack from the source code\&.