\section{R\+S\+Model Class Reference} \label{classmlpack_1_1range_1_1RSModel}\index{R\+S\+Model@{R\+S\+Model}} \subsection*{Public Types} \begin{DoxyCompactItemize} \item enum \textbf{ Tree\+Types} \{ \newline \textbf{ K\+D\+\_\+\+T\+R\+EE}, \newline \textbf{ C\+O\+V\+E\+R\+\_\+\+T\+R\+EE}, \newline \textbf{ R\+\_\+\+T\+R\+EE}, \newline \textbf{ R\+\_\+\+S\+T\+A\+R\+\_\+\+T\+R\+EE}, \newline \textbf{ B\+A\+L\+L\+\_\+\+T\+R\+EE}, \newline \textbf{ X\+\_\+\+T\+R\+EE}, \newline \textbf{ H\+I\+L\+B\+E\+R\+T\+\_\+\+R\+\_\+\+T\+R\+EE}, \newline \textbf{ R\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE}, \newline \textbf{ R\+\_\+\+P\+L\+U\+S\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE}, \newline \textbf{ V\+P\+\_\+\+T\+R\+EE}, \newline \textbf{ R\+P\+\_\+\+T\+R\+EE}, \newline \textbf{ M\+A\+X\+\_\+\+R\+P\+\_\+\+T\+R\+EE}, \newline \textbf{ U\+B\+\_\+\+T\+R\+EE}, \newline \textbf{ O\+C\+T\+R\+EE} \} \end{DoxyCompactItemize} \subsection*{Public Member Functions} \begin{DoxyCompactItemize} \item \textbf{ R\+S\+Model} (const \textbf{ Tree\+Types} tree\+Type=Tree\+Types\+::\+K\+D\+\_\+\+T\+R\+EE, const bool random\+Basis=false) \begin{DoxyCompactList}\small\item\em Initialize the \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel} with the given type and whether or not a random basis should be used. \end{DoxyCompactList}\item \textbf{ R\+S\+Model} (const \textbf{ R\+S\+Model} \&other) \begin{DoxyCompactList}\small\item\em Copy the given \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel}. \end{DoxyCompactList}\item \textbf{ R\+S\+Model} (\textbf{ R\+S\+Model} \&\&other) \begin{DoxyCompactList}\small\item\em Take ownership of the given \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel}. \end{DoxyCompactList}\item \textbf{ $\sim$\+R\+S\+Model} () \begin{DoxyCompactList}\small\item\em Clean memory, if necessary. \end{DoxyCompactList}\item void \textbf{ Build\+Model} (arma\+::mat \&\&reference\+Set, const size\+\_\+t leaf\+Size, const bool naive, const bool single\+Mode) \begin{DoxyCompactList}\small\item\em Build the reference tree on the given dataset with the given parameters. \end{DoxyCompactList}\item const arma\+::mat \& \textbf{ Dataset} () const \begin{DoxyCompactList}\small\item\em Expose the dataset. \end{DoxyCompactList}\item size\+\_\+t \textbf{ Leaf\+Size} () const \begin{DoxyCompactList}\small\item\em Get the leaf size (applicable to everything but the cover tree). \end{DoxyCompactList}\item size\+\_\+t \& \textbf{ Leaf\+Size} () \begin{DoxyCompactList}\small\item\em Modify the leaf size (applicable to everything but the cover tree). \end{DoxyCompactList}\item bool \textbf{ Naive} () const \begin{DoxyCompactList}\small\item\em Get whether the model is in naive search mode. \end{DoxyCompactList}\item bool \& \textbf{ Naive} () \begin{DoxyCompactList}\small\item\em Modify whether the model is in naive search mode. \end{DoxyCompactList}\item \textbf{ R\+S\+Model} \& \textbf{ operator=} (\textbf{ R\+S\+Model} other) \begin{DoxyCompactList}\small\item\em Copy the given \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel}. \end{DoxyCompactList}\item bool \textbf{ Random\+Basis} () const \begin{DoxyCompactList}\small\item\em Get whether a random basis is used. \end{DoxyCompactList}\item bool \& \textbf{ Random\+Basis} () \begin{DoxyCompactList}\small\item\em Modify whether a random basis is used (don\textquotesingle{}t do this after the model has been built). \end{DoxyCompactList}\item void \textbf{ Search} (arma\+::mat \&\&query\+Set, const \textbf{ math\+::\+Range} \&range, std\+::vector$<$ std\+::vector$<$ size\+\_\+t $>$$>$ \&neighbors, std\+::vector$<$ std\+::vector$<$ double $>$$>$ \&distances) \begin{DoxyCompactList}\small\item\em Perform range search. \end{DoxyCompactList}\item void \textbf{ Search} (const \textbf{ math\+::\+Range} \&range, std\+::vector$<$ std\+::vector$<$ size\+\_\+t $>$$>$ \&neighbors, std\+::vector$<$ std\+::vector$<$ double $>$$>$ \&distances) \begin{DoxyCompactList}\small\item\em Perform monochromatic range search, with the reference set as the query set. \end{DoxyCompactList}\item {\footnotesize template$<$typename Archive $>$ }\\void \textbf{ serialize} (Archive \&ar, const unsigned int) \begin{DoxyCompactList}\small\item\em Serialize the range search model. \end{DoxyCompactList}\item bool \textbf{ Single\+Mode} () const \begin{DoxyCompactList}\small\item\em Get whether the model is in single-\/tree search mode. \end{DoxyCompactList}\item bool \& \textbf{ Single\+Mode} () \begin{DoxyCompactList}\small\item\em Modify whether the model is in single-\/tree search mode. \end{DoxyCompactList}\item \textbf{ Tree\+Types} \textbf{ Tree\+Type} () const \begin{DoxyCompactList}\small\item\em Get the type of tree. \end{DoxyCompactList}\item \textbf{ Tree\+Types} \& \textbf{ Tree\+Type} () \begin{DoxyCompactList}\small\item\em Modify the type of tree (don\textquotesingle{}t do this after the model has been built). \end{DoxyCompactList}\end{DoxyCompactItemize} \subsection{Detailed Description} Definition at line 212 of file rs\+\_\+model.\+hpp. \subsection{Member Enumeration Documentation} \mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8d}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Tree\+Types@{Tree\+Types}} \index{Tree\+Types@{Tree\+Types}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Tree\+Types} {\footnotesize\ttfamily enum \textbf{ Tree\+Types}} \begin{DoxyEnumFields}{Enumerator} \raisebox{\heightof{T}}[0pt][0pt]{\index{K\+D\+\_\+\+T\+R\+EE@{K\+D\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!K\+D\+\_\+\+T\+R\+EE@{K\+D\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8daa688e9cd1158916bc183aa517724568c}} K\+D\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{C\+O\+V\+E\+R\+\_\+\+T\+R\+EE@{C\+O\+V\+E\+R\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!C\+O\+V\+E\+R\+\_\+\+T\+R\+EE@{C\+O\+V\+E\+R\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8da92f172b47c8ae18ed401f8bf9f5ecad3}} C\+O\+V\+E\+R\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{R\+\_\+\+T\+R\+EE@{R\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!R\+\_\+\+T\+R\+EE@{R\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8da2a93dc779a94d5f09b72ffbdc5ac9cd9}} R\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{R\+\_\+\+S\+T\+A\+R\+\_\+\+T\+R\+EE@{R\+\_\+\+S\+T\+A\+R\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!R\+\_\+\+S\+T\+A\+R\+\_\+\+T\+R\+EE@{R\+\_\+\+S\+T\+A\+R\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8dae5b37a52c347bc7ef3d23fde0941d27b}} R\+\_\+\+S\+T\+A\+R\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{B\+A\+L\+L\+\_\+\+T\+R\+EE@{B\+A\+L\+L\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!B\+A\+L\+L\+\_\+\+T\+R\+EE@{B\+A\+L\+L\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8da994ef1bcca8841d5b7d1431b99fcb10d}} B\+A\+L\+L\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{X\+\_\+\+T\+R\+EE@{X\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!X\+\_\+\+T\+R\+EE@{X\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8da6560e35678b39452afce0f0fcc7f6059}} X\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{H\+I\+L\+B\+E\+R\+T\+\_\+\+R\+\_\+\+T\+R\+EE@{H\+I\+L\+B\+E\+R\+T\+\_\+\+R\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!H\+I\+L\+B\+E\+R\+T\+\_\+\+R\+\_\+\+T\+R\+EE@{H\+I\+L\+B\+E\+R\+T\+\_\+\+R\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8da470c5bcf4135483a37e9a87f061e1c5c}} H\+I\+L\+B\+E\+R\+T\+\_\+\+R\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{R\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE@{R\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!R\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE@{R\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8da4e91a297c1504b34ca1a9cdcd6ba22ff}} R\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{R\+\_\+\+P\+L\+U\+S\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE@{R\+\_\+\+P\+L\+U\+S\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!R\+\_\+\+P\+L\+U\+S\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE@{R\+\_\+\+P\+L\+U\+S\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8da1208f6f2a7b337e4edbd02a8de98d3f5}} R\+\_\+\+P\+L\+U\+S\+\_\+\+P\+L\+U\+S\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{V\+P\+\_\+\+T\+R\+EE@{V\+P\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!V\+P\+\_\+\+T\+R\+EE@{V\+P\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8daa8a6aade44830d33165414079bf8dd1c}} V\+P\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{R\+P\+\_\+\+T\+R\+EE@{R\+P\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!R\+P\+\_\+\+T\+R\+EE@{R\+P\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8dae6815061fe1e77dc1b2ae96b07b40250}} R\+P\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{M\+A\+X\+\_\+\+R\+P\+\_\+\+T\+R\+EE@{M\+A\+X\+\_\+\+R\+P\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!M\+A\+X\+\_\+\+R\+P\+\_\+\+T\+R\+EE@{M\+A\+X\+\_\+\+R\+P\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8da0e4ed6912ca7a8232754df8771365c96}} M\+A\+X\+\_\+\+R\+P\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{U\+B\+\_\+\+T\+R\+EE@{U\+B\+\_\+\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!U\+B\+\_\+\+T\+R\+EE@{U\+B\+\_\+\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8dae36341db74fc7194b238cf7c528a7fbc}} U\+B\+\_\+\+T\+R\+EE&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{O\+C\+T\+R\+EE@{O\+C\+T\+R\+EE}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}}\index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!O\+C\+T\+R\+EE@{O\+C\+T\+R\+EE}}}\mbox{\label{classmlpack_1_1range_1_1RSModel_a6597b8539c6114170dc185d332ba4c8daabefbb1ea7a801b1b00c9b0709dcec50}} O\+C\+T\+R\+EE&\\ \hline \end{DoxyEnumFields} Definition at line 215 of file rs\+\_\+model.\+hpp. \subsection{Constructor \& Destructor Documentation} \mbox{\label{classmlpack_1_1range_1_1RSModel_a3dd8fd1e68320b3ec82950d839664350}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!R\+S\+Model@{R\+S\+Model}} \index{R\+S\+Model@{R\+S\+Model}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{R\+S\+Model()\hspace{0.1cm}{\footnotesize\ttfamily [1/3]}} {\footnotesize\ttfamily \textbf{ R\+S\+Model} (\begin{DoxyParamCaption}\item[{const \textbf{ Tree\+Types}}]{tree\+Type = {\ttfamily TreeTypes\+:\+:KD\+\_\+TREE}, }\item[{const bool}]{random\+Basis = {\ttfamily false} }\end{DoxyParamCaption})} Initialize the \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel} with the given type and whether or not a random basis should be used. \begin{DoxyParams}{Parameters} {\em tree\+Type} & Type of tree to use. \\ \hline {\em random\+Basis} & Whether or not to use a random basis. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1range_1_1RSModel_a8ed1e3cec17df0626ac2a5034df3b537}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!R\+S\+Model@{R\+S\+Model}} \index{R\+S\+Model@{R\+S\+Model}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{R\+S\+Model()\hspace{0.1cm}{\footnotesize\ttfamily [2/3]}} {\footnotesize\ttfamily \textbf{ R\+S\+Model} (\begin{DoxyParamCaption}\item[{const \textbf{ R\+S\+Model} \&}]{other }\end{DoxyParamCaption})} Copy the given \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel}. \begin{DoxyParams}{Parameters} {\em other} & \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel} to copy. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1range_1_1RSModel_a178ee2403468f92eadfe0d269e858aeb}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!R\+S\+Model@{R\+S\+Model}} \index{R\+S\+Model@{R\+S\+Model}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{R\+S\+Model()\hspace{0.1cm}{\footnotesize\ttfamily [3/3]}} {\footnotesize\ttfamily \textbf{ R\+S\+Model} (\begin{DoxyParamCaption}\item[{\textbf{ R\+S\+Model} \&\&}]{other }\end{DoxyParamCaption})} Take ownership of the given \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel}. \begin{DoxyParams}{Parameters} {\em other} & \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel} to take ownership of. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1range_1_1RSModel_a5f50179749aa6dfe66e789d6049c49ab}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!````~R\+S\+Model@{$\sim$\+R\+S\+Model}} \index{````~R\+S\+Model@{$\sim$\+R\+S\+Model}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{$\sim$\+R\+S\+Model()} {\footnotesize\ttfamily $\sim$\textbf{ R\+S\+Model} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})} Clean memory, if necessary. \subsection{Member Function Documentation} \mbox{\label{classmlpack_1_1range_1_1RSModel_a394d212c5373090724aaea3ba24b482e}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Build\+Model@{Build\+Model}} \index{Build\+Model@{Build\+Model}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Build\+Model()} {\footnotesize\ttfamily void Build\+Model (\begin{DoxyParamCaption}\item[{arma\+::mat \&\&}]{reference\+Set, }\item[{const size\+\_\+t}]{leaf\+Size, }\item[{const bool}]{naive, }\item[{const bool}]{single\+Mode }\end{DoxyParamCaption})} Build the reference tree on the given dataset with the given parameters. This takes possession of the reference set to avoid a copy. \begin{DoxyParams}{Parameters} {\em reference\+Set} & Set of reference points. \\ \hline {\em leaf\+Size} & Leaf size of tree (ignored for the cover tree). \\ \hline {\em naive} & Whether naive search should be used. \\ \hline {\em single\+Mode} & Whether single-\/tree search should be used. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1range_1_1RSModel_aff320b9a86b77a150e630c01d5888273}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Dataset@{Dataset}} \index{Dataset@{Dataset}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Dataset()} {\footnotesize\ttfamily const arma\+::mat\& Dataset (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const} Expose the dataset. \mbox{\label{classmlpack_1_1range_1_1RSModel_ab81b93ebb200783ca4c5747f31889fa0}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Leaf\+Size@{Leaf\+Size}} \index{Leaf\+Size@{Leaf\+Size}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Leaf\+Size()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily size\+\_\+t Leaf\+Size (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the leaf size (applicable to everything but the cover tree). Definition at line 319 of file rs\+\_\+model.\+hpp. \mbox{\label{classmlpack_1_1range_1_1RSModel_a0966773f5b7ef0c324ed40b1cf4b94d1}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Leaf\+Size@{Leaf\+Size}} \index{Leaf\+Size@{Leaf\+Size}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Leaf\+Size()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily size\+\_\+t\& Leaf\+Size (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the leaf size (applicable to everything but the cover tree). Definition at line 321 of file rs\+\_\+model.\+hpp. \mbox{\label{classmlpack_1_1range_1_1RSModel_a343230e7d7344e3f7d5f5f2eb89cf2c5}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Naive@{Naive}} \index{Naive@{Naive}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Naive()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily bool Naive (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const} Get whether the model is in naive search mode. \mbox{\label{classmlpack_1_1range_1_1RSModel_af7d397adca3f411b4e2d2f977b280ce6}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Naive@{Naive}} \index{Naive@{Naive}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Naive()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily bool\& Naive (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})} Modify whether the model is in naive search mode. \mbox{\label{classmlpack_1_1range_1_1RSModel_a0d7d1ad9a784b85a4d46f3418c347904}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!operator=@{operator=}} \index{operator=@{operator=}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{operator=()} {\footnotesize\ttfamily \textbf{ R\+S\+Model}\& operator= (\begin{DoxyParamCaption}\item[{\textbf{ R\+S\+Model}}]{other }\end{DoxyParamCaption})} Copy the given \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel}. Use std\+::move to pass in the model if the old copy is no longer needed. \begin{DoxyParams}{Parameters} {\em other} & \doxyref{R\+S\+Model}{p.}{classmlpack_1_1range_1_1RSModel} to copy. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1range_1_1RSModel_ae3053ad1e3b42eb1ae4105aecd060cf6}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Random\+Basis@{Random\+Basis}} \index{Random\+Basis@{Random\+Basis}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Random\+Basis()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily bool Random\+Basis (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get whether a random basis is used. Definition at line 329 of file rs\+\_\+model.\+hpp. \mbox{\label{classmlpack_1_1range_1_1RSModel_a8111114602e748b38c0875f82f323544}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Random\+Basis@{Random\+Basis}} \index{Random\+Basis@{Random\+Basis}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Random\+Basis()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily bool\& Random\+Basis (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify whether a random basis is used (don\textquotesingle{}t do this after the model has been built). Definition at line 332 of file rs\+\_\+model.\+hpp. References mlpack\+::bindings\+::tests\+::\+Clean\+Memory(). \mbox{\label{classmlpack_1_1range_1_1RSModel_a24f05d38662b2832148f426ebc930a30}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Search@{Search}} \index{Search@{Search}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Search()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily void Search (\begin{DoxyParamCaption}\item[{arma\+::mat \&\&}]{query\+Set, }\item[{const \textbf{ math\+::\+Range} \&}]{range, }\item[{std\+::vector$<$ std\+::vector$<$ size\+\_\+t $>$$>$ \&}]{neighbors, }\item[{std\+::vector$<$ std\+::vector$<$ double $>$$>$ \&}]{distances }\end{DoxyParamCaption})} Perform range search. This takes possession of the query set, so the query set will not be usable after the search. For more information on the output format, see \doxyref{Range\+Search$<$$>$\+::\+Search()}{p.}{classmlpack_1_1range_1_1RangeSearch_a0df148abcabf67c5876e942e12279f8e}. \begin{DoxyParams}{Parameters} {\em query\+Set} & Set of query points. \\ \hline {\em range} & Range to search for. \\ \hline {\em neighbors} & Output\+: neighbors falling within the desired range. \\ \hline {\em distances} & Output\+: distances of neighbors. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1range_1_1RSModel_a3868480bcd41a740550657144b5f7018}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Search@{Search}} \index{Search@{Search}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Search()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily void Search (\begin{DoxyParamCaption}\item[{const \textbf{ math\+::\+Range} \&}]{range, }\item[{std\+::vector$<$ std\+::vector$<$ size\+\_\+t $>$$>$ \&}]{neighbors, }\item[{std\+::vector$<$ std\+::vector$<$ double $>$$>$ \&}]{distances }\end{DoxyParamCaption})} Perform monochromatic range search, with the reference set as the query set. For more information on the output format, see \doxyref{Range\+Search$<$$>$\+::\+Search()}{p.}{classmlpack_1_1range_1_1RangeSearch_a0df148abcabf67c5876e942e12279f8e}. \begin{DoxyParams}{Parameters} {\em range} & Range to search for. \\ \hline {\em neighbors} & Output\+: neighbors falling within the desired range. \\ \hline {\em distances} & Output\+: distances of neighbors. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1range_1_1RSModel_af0dd9205158ccf7bcfcd8ff81f79c927}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!serialize@{serialize}} \index{serialize@{serialize}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{serialize()} {\footnotesize\ttfamily void serialize (\begin{DoxyParamCaption}\item[{Archive \&}]{ar, }\item[{const unsigned}]{int }\end{DoxyParamCaption})} Serialize the range search model. \mbox{\label{classmlpack_1_1range_1_1RSModel_a7477b3e8499a6158bbe177e7f30d4947}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Single\+Mode@{Single\+Mode}} \index{Single\+Mode@{Single\+Mode}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Single\+Mode()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily bool Single\+Mode (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const} Get whether the model is in single-\/tree search mode. \mbox{\label{classmlpack_1_1range_1_1RSModel_adadacd63ddeadf138d834b1fdc632773}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Single\+Mode@{Single\+Mode}} \index{Single\+Mode@{Single\+Mode}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Single\+Mode()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily bool\& Single\+Mode (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})} Modify whether the model is in single-\/tree search mode. \mbox{\label{classmlpack_1_1range_1_1RSModel_adb3d0b75d7754ec6741d890232576ffc}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Tree\+Type@{Tree\+Type}} \index{Tree\+Type@{Tree\+Type}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Tree\+Type()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily \textbf{ Tree\+Types} Tree\+Type (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the type of tree. Definition at line 324 of file rs\+\_\+model.\+hpp. \mbox{\label{classmlpack_1_1range_1_1RSModel_a56b0460c7769ea1ef9d8314026ef36c6}} \index{mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}!Tree\+Type@{Tree\+Type}} \index{Tree\+Type@{Tree\+Type}!mlpack\+::range\+::\+R\+S\+Model@{mlpack\+::range\+::\+R\+S\+Model}} \subsubsection{Tree\+Type()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily \textbf{ Tree\+Types}\& Tree\+Type (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the type of tree (don\textquotesingle{}t do this after the model has been built). Definition at line 326 of file rs\+\_\+model.\+hpp. 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.\+2/src/mlpack/methods/range\+\_\+search/\textbf{ rs\+\_\+model.\+hpp}\end{DoxyCompactItemize}