\section{K\+Means\+Selection$<$ Clustering\+Type, max\+Iterations $>$ Class Template Reference}
\label{classmlpack_1_1kernel_1_1KMeansSelection}\index{K\+Means\+Selection$<$ Clustering\+Type, max\+Iterations $>$@{K\+Means\+Selection$<$ Clustering\+Type, max\+Iterations $>$}}


Implementation of the kmeans sampling scheme.  


\subsection*{Static Public Member Functions}
\begin{DoxyCompactItemize}
\item 
static const arma\+::mat $\ast$ \textbf{ Select} (const arma\+::mat \&data, const size\+\_\+t m)
\begin{DoxyCompactList}\small\item\em Use the K-\/\+Means clustering method to select the specified number of points in the dataset. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\subsubsection*{template$<$typename Clustering\+Type = kmeans\+::\+K\+Means$<$$>$, size\+\_\+t max\+Iterations = 5$>$\newline
class mlpack\+::kernel\+::\+K\+Means\+Selection$<$ Clustering\+Type, max\+Iterations $>$}

Implementation of the kmeans sampling scheme. 


\begin{DoxyTemplParams}{Template Parameters}
{\em Clustering\+Type} & Type of clustering. \\
\hline
{\em max\+Iterations} & Maximum number of iterations allowed before giving up. \\
\hline
\end{DoxyTemplParams}


Definition at line 29 of file kmeans\+\_\+selection.\+hpp.



\subsection{Member Function Documentation}
\mbox{\label{classmlpack_1_1kernel_1_1KMeansSelection_a0449697ae86a5d2ed893572da8695c7f}} 
\index{mlpack\+::kernel\+::\+K\+Means\+Selection@{mlpack\+::kernel\+::\+K\+Means\+Selection}!Select@{Select}}
\index{Select@{Select}!mlpack\+::kernel\+::\+K\+Means\+Selection@{mlpack\+::kernel\+::\+K\+Means\+Selection}}
\subsubsection{Select()}
{\footnotesize\ttfamily static const arma\+::mat$\ast$ Select (\begin{DoxyParamCaption}\item[{const arma\+::mat \&}]{data,  }\item[{const size\+\_\+t}]{m }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}, {\ttfamily [static]}}



Use the K-\/\+Means clustering method to select the specified number of points in the dataset. 

You are responsible for deleting the returned matrix!


\begin{DoxyParams}{Parameters}
{\em data} & Dataset to sample from. \\
\hline
{\em m} & Number of points to select. \\
\hline
\end{DoxyParams}
\begin{DoxyReturn}{Returns}
Matrix pointer in which centroids are stored. 
\end{DoxyReturn}


Definition at line 40 of file kmeans\+\_\+selection.\+hpp.



The documentation for this class was generated from the following file\+:\begin{DoxyCompactItemize}
\item 
/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/nystroem\+\_\+method/\textbf{ kmeans\+\_\+selection.\+hpp}\end{DoxyCompactItemize}