\section{Midpoint\+Space\+Split$<$ Metric\+Type, Mat\+Type $>$ Class Template Reference}
\label{classmlpack_1_1tree_1_1MidpointSpaceSplit}\index{Midpoint\+Space\+Split$<$ Metric\+Type, Mat\+Type $>$@{Midpoint\+Space\+Split$<$ Metric\+Type, Mat\+Type $>$}}
\subsection*{Static Public Member Functions}
\begin{DoxyCompactItemize}
\item 
{\footnotesize template$<$typename Hyperplane\+Type $>$ }\\static bool \textbf{ Split\+Space} (const typename Hyperplane\+Type\+::\+Bound\+Type \&bound, const Mat\+Type \&data, const arma\+::\+Col$<$ size\+\_\+t $>$ \&points, Hyperplane\+Type \&hyp)
\begin{DoxyCompactList}\small\item\em Create a splitting hyperplane considering the midpoint of the values in a certain projection. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\subsubsection*{template$<$typename Metric\+Type, typename Mat\+Type$>$\newline
class mlpack\+::tree\+::\+Midpoint\+Space\+Split$<$ Metric\+Type, Mat\+Type $>$}



Definition at line 23 of file midpoint\+\_\+space\+\_\+split.\+hpp.



\subsection{Member Function Documentation}
\mbox{\label{classmlpack_1_1tree_1_1MidpointSpaceSplit_a055fe300d8af558a4d1d1097373740ed}} 
\index{mlpack\+::tree\+::\+Midpoint\+Space\+Split@{mlpack\+::tree\+::\+Midpoint\+Space\+Split}!Split\+Space@{Split\+Space}}
\index{Split\+Space@{Split\+Space}!mlpack\+::tree\+::\+Midpoint\+Space\+Split@{mlpack\+::tree\+::\+Midpoint\+Space\+Split}}
\subsubsection{Split\+Space()}
{\footnotesize\ttfamily static bool Split\+Space (\begin{DoxyParamCaption}\item[{const typename Hyperplane\+Type\+::\+Bound\+Type \&}]{bound,  }\item[{const Mat\+Type \&}]{data,  }\item[{const arma\+::\+Col$<$ size\+\_\+t $>$ \&}]{points,  }\item[{Hyperplane\+Type \&}]{hyp }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [static]}}



Create a splitting hyperplane considering the midpoint of the values in a certain projection. 


\begin{DoxyParams}{Parameters}
{\em bound} & The bound used for this node. \\
\hline
{\em data} & The dataset used by the tree. \\
\hline
{\em points} & Vector of indexes of points to be considered. \\
\hline
{\em hyp} & Resulting splitting hyperplane. \\
\hline
\end{DoxyParams}
\begin{DoxyReturn}{Returns}
Flag to determine if split is possible. 
\end{DoxyReturn}


The documentation for this class was generated from the following file\+:\begin{DoxyCompactItemize}
\item 
/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+0/src/mlpack/core/tree/space\+\_\+split/\textbf{ midpoint\+\_\+space\+\_\+split.\+hpp}\end{DoxyCompactItemize}