\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/git/src/mlpack/methods/kde/kde\+\_\+model.hpp File Reference}
\label{kde__model_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/kde/kde\+\_\+model.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/kde/kde\+\_\+model.\+hpp}}
Include dependency graph for kde\+\_\+model.\+hpp\+:
\nopagebreak
\begin{figure}[H]
\begin{center}
\leavevmode
\includegraphics[width=350pt]{kde__model_8hpp__incl}
\end{center}
\end{figure}
\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ Abs\+Error\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{Abs\+Error\+Visitor}{p.}{classmlpack_1_1kde_1_1AbsErrorVisitor} modifies absolute error tolerance for a K\+D\+E\+Type. \end{DoxyCompactList}\item 
class \textbf{ Bandwidth\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{Bandwidth\+Visitor}{p.}{classmlpack_1_1kde_1_1BandwidthVisitor} modifies the bandwidth of a K\+D\+E\+Type kernel. \end{DoxyCompactList}\item 
class \textbf{ Delete\+Visitor}
\item 
class \textbf{ Dual\+Bi\+K\+DE}
\begin{DoxyCompactList}\small\item\em \doxyref{Dual\+Bi\+K\+DE}{p.}{classmlpack_1_1kde_1_1DualBiKDE} computes a Kernel Density Estimation on the given K\+D\+E\+Type. \end{DoxyCompactList}\item 
class \textbf{ Dual\+Mono\+K\+DE}
\begin{DoxyCompactList}\small\item\em \doxyref{Dual\+Mono\+K\+DE}{p.}{classmlpack_1_1kde_1_1DualMonoKDE} computes a Kernel Density Estimation on the given K\+D\+E\+Type. \end{DoxyCompactList}\item 
class \textbf{ K\+D\+E\+Model}
\item 
class \textbf{ Kernel\+Normalizer}
\begin{DoxyCompactList}\small\item\em \doxyref{Kernel\+Normalizer}{p.}{classmlpack_1_1kde_1_1KernelNormalizer} holds a set of methods to normalize estimations applying in each case the appropiate kernel normalizer function. \end{DoxyCompactList}\item 
class \textbf{ M\+C\+Break\+Coef\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{M\+C\+Break\+Coef\+Visitor}{p.}{classmlpack_1_1kde_1_1MCBreakCoefVisitor} sets the Monte Carlo break coefficient. \end{DoxyCompactList}\item 
class \textbf{ M\+C\+Entry\+Coef\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{M\+C\+Entry\+Coef\+Visitor}{p.}{classmlpack_1_1kde_1_1MCEntryCoefVisitor} sets the Monte Carlo entry coefficient. \end{DoxyCompactList}\item 
class \textbf{ M\+C\+Probability\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{M\+C\+Probability\+Visitor}{p.}{classmlpack_1_1kde_1_1MCProbabilityVisitor} sets the Monte Carlo probability for a given K\+D\+E\+Type. \end{DoxyCompactList}\item 
class \textbf{ M\+C\+Sample\+Size\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{M\+C\+Sample\+Size\+Visitor}{p.}{classmlpack_1_1kde_1_1MCSampleSizeVisitor} sets the Monte Carlo intial sample size for a given K\+D\+E\+Type. \end{DoxyCompactList}\item 
class \textbf{ Mode\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{Mode\+Visitor}{p.}{classmlpack_1_1kde_1_1ModeVisitor} exposes the Mode() method of the K\+D\+E\+Type. \end{DoxyCompactList}\item 
class \textbf{ Monte\+Carlo\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{Monte\+Carlo\+Visitor}{p.}{classmlpack_1_1kde_1_1MonteCarloVisitor} activates or deactivates Monte Carlo for a given K\+D\+E\+Type. \end{DoxyCompactList}\item 
class \textbf{ Rel\+Error\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{Rel\+Error\+Visitor}{p.}{classmlpack_1_1kde_1_1RelErrorVisitor} modifies relative error tolerance for a K\+D\+E\+Type. \end{DoxyCompactList}\item 
class \textbf{ Train\+Visitor}
\begin{DoxyCompactList}\small\item\em \doxyref{Train\+Visitor}{p.}{classmlpack_1_1kde_1_1TrainVisitor} trains a given K\+D\+E\+Type using a reference set. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \textbf{ mlpack}
\begin{DoxyCompactList}\small\item\em Linear algebra utility functions, generally performed on matrices or vectors. \end{DoxyCompactList}\item 
 \textbf{ mlpack\+::kde}
\begin{DoxyCompactList}\small\item\em Kernel Density Estimation. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Typedefs}
\begin{DoxyCompactItemize}
\item 
{\footnotesize template$<$typename Kernel\+Type , template$<$ typename Tree\+Metric\+Type, typename Tree\+Stat\+Type, typename Tree\+Mat\+Type $>$ class Tree\+Type$>$ }\\using \textbf{ K\+D\+E\+Type} = K\+DE$<$ Kernel\+Type, metric\+::\+Euclidean\+Distance, arma\+::mat, Tree\+Type, Tree\+Type$<$ metric\+::\+Euclidean\+Distance, kde\+::\+K\+D\+E\+Stat, arma\+::mat $>$\+::template Dual\+Tree\+Traverser, Tree\+Type$<$ metric\+::\+Euclidean\+Distance, kde\+::\+K\+D\+E\+Stat, arma\+::mat $>$\+::template Single\+Tree\+Traverser $>$
\begin{DoxyCompactList}\small\item\em Alias template. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Functions}
\begin{DoxyCompactItemize}
\item 
\textbf{ B\+O\+O\+S\+T\+\_\+\+T\+E\+M\+P\+L\+A\+T\+E\+\_\+\+C\+L\+A\+S\+S\+\_\+\+V\+E\+R\+S\+I\+ON} (template$<$$>$, \textbf{ mlpack\+::kde\+::\+K\+D\+E\+Model}, 1)
\begin{DoxyCompactList}\small\item\em Set the serialization version of the K\+D\+E\+Model class. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Roberto Hueso
\end{DoxyAuthor}
Model for K\+DE. 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 B\+SD license. You should have received a copy of the 3-\/clause B\+SD license along with mlpack. If not, see {\tt http\+://www.\+opensource.\+org/licenses/\+B\+S\+D-\/3-\/\+Clause} for more information. 

\subsection{Function Documentation}
\mbox{\label{kde__model_8hpp_acb55adf379ab50a911cc3e5372d0db4b}} 
\index{kde\+\_\+model.\+hpp@{kde\+\_\+model.\+hpp}!B\+O\+O\+S\+T\+\_\+\+T\+E\+M\+P\+L\+A\+T\+E\+\_\+\+C\+L\+A\+S\+S\+\_\+\+V\+E\+R\+S\+I\+ON@{B\+O\+O\+S\+T\+\_\+\+T\+E\+M\+P\+L\+A\+T\+E\+\_\+\+C\+L\+A\+S\+S\+\_\+\+V\+E\+R\+S\+I\+ON}}
\index{B\+O\+O\+S\+T\+\_\+\+T\+E\+M\+P\+L\+A\+T\+E\+\_\+\+C\+L\+A\+S\+S\+\_\+\+V\+E\+R\+S\+I\+ON@{B\+O\+O\+S\+T\+\_\+\+T\+E\+M\+P\+L\+A\+T\+E\+\_\+\+C\+L\+A\+S\+S\+\_\+\+V\+E\+R\+S\+I\+ON}!kde\+\_\+model.\+hpp@{kde\+\_\+model.\+hpp}}
\subsubsection{B\+O\+O\+S\+T\+\_\+\+T\+E\+M\+P\+L\+A\+T\+E\+\_\+\+C\+L\+A\+S\+S\+\_\+\+V\+E\+R\+S\+I\+O\+N()}
{\footnotesize\ttfamily B\+O\+O\+S\+T\+\_\+\+T\+E\+M\+P\+L\+A\+T\+E\+\_\+\+C\+L\+A\+S\+S\+\_\+\+V\+E\+R\+S\+I\+ON (\begin{DoxyParamCaption}\item[{template$<$$>$}]{,  }\item[{\textbf{ mlpack\+::kde\+::\+K\+D\+E\+Model}}]{,  }\item[{1}]{ }\end{DoxyParamCaption})}



Set the serialization version of the K\+D\+E\+Model class. 



Referenced by K\+D\+E\+Model\+::\+M\+C\+Break\+Coefficient().

