\section{Ada\+Boost\+Model Class Reference} \label{classmlpack_1_1adaboost_1_1AdaBoostModel}\index{Ada\+Boost\+Model@{Ada\+Boost\+Model}} The model to save to disk. \subsection*{Public Types} \begin{DoxyCompactItemize} \item enum \textbf{ Weak\+Learner\+Types} \{ \newline \textbf{ D\+E\+C\+I\+S\+I\+O\+N\+\_\+\+S\+T\+U\+MP}, \newline \textbf{ P\+E\+R\+C\+E\+P\+T\+R\+ON} \} \end{DoxyCompactItemize} \subsection*{Public Member Functions} \begin{DoxyCompactItemize} \item \textbf{ Ada\+Boost\+Model} () \begin{DoxyCompactList}\small\item\em Create an empty \doxyref{Ada\+Boost}{p.}{classmlpack_1_1adaboost_1_1AdaBoost} model. \end{DoxyCompactList}\item \textbf{ Ada\+Boost\+Model} (const arma\+::\+Col$<$ size\+\_\+t $>$ \&mappings, const size\+\_\+t weak\+Learner\+Type) \begin{DoxyCompactList}\small\item\em Create the \doxyref{Ada\+Boost}{p.}{classmlpack_1_1adaboost_1_1AdaBoost} model with the given mappings and type. \end{DoxyCompactList}\item \textbf{ Ada\+Boost\+Model} (const \textbf{ Ada\+Boost\+Model} \&other) \begin{DoxyCompactList}\small\item\em Copy constructor. \end{DoxyCompactList}\item \textbf{ Ada\+Boost\+Model} (\textbf{ Ada\+Boost\+Model} \&\&other) \begin{DoxyCompactList}\small\item\em Move constructor. \end{DoxyCompactList}\item \textbf{ $\sim$\+Ada\+Boost\+Model} () \begin{DoxyCompactList}\small\item\em Clean up memory. \end{DoxyCompactList}\item void \textbf{ Classify} (const arma\+::mat \&test\+Data, arma\+::\+Row$<$ size\+\_\+t $>$ \&predictions) \begin{DoxyCompactList}\small\item\em Classify test points. \end{DoxyCompactList}\item void \textbf{ Classify} (const arma\+::mat \&test\+Data, arma\+::\+Row$<$ size\+\_\+t $>$ \&predictions, arma\+::mat \&probabilities) \begin{DoxyCompactList}\small\item\em Classify test points. \end{DoxyCompactList}\item size\+\_\+t \textbf{ Dimensionality} () const \begin{DoxyCompactList}\small\item\em Get the dimensionality of the model. \end{DoxyCompactList}\item size\+\_\+t \& \textbf{ Dimensionality} () \begin{DoxyCompactList}\small\item\em Modify the dimensionality of the model. \end{DoxyCompactList}\item const arma\+::\+Col$<$ size\+\_\+t $>$ \& \textbf{ Mappings} () const \begin{DoxyCompactList}\small\item\em Get the mappings. \end{DoxyCompactList}\item arma\+::\+Col$<$ size\+\_\+t $>$ \& \textbf{ Mappings} () \begin{DoxyCompactList}\small\item\em Modify the mappings. \end{DoxyCompactList}\item \textbf{ Ada\+Boost\+Model} \& \textbf{ operator=} (const \textbf{ Ada\+Boost\+Model} \&other) \begin{DoxyCompactList}\small\item\em Copy assignment operator. \end{DoxyCompactList}\item {\footnotesize template$<$typename Archive $>$ }\\void \textbf{ serialize} (Archive \&ar, const unsigned int) \begin{DoxyCompactList}\small\item\em Serialize the model. \end{DoxyCompactList}\item void \textbf{ Train} (const arma\+::mat \&data, const arma\+::\+Row$<$ size\+\_\+t $>$ \&labels, const size\+\_\+t num\+Classes, const size\+\_\+t iterations, const double tolerance) \begin{DoxyCompactList}\small\item\em Train the model, treat the data is all of the numeric type. \end{DoxyCompactList}\item size\+\_\+t \textbf{ Weak\+Learner\+Type} () const \begin{DoxyCompactList}\small\item\em Get the weak learner type. \end{DoxyCompactList}\item size\+\_\+t \& \textbf{ Weak\+Learner\+Type} () \begin{DoxyCompactList}\small\item\em Modify the weak learner type. \end{DoxyCompactList}\end{DoxyCompactItemize} \subsection{Detailed Description} The model to save to disk. Definition at line 26 of file adaboost\+\_\+model.\+hpp. \subsection{Member Enumeration Documentation} \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_ad2d30fa530c8eadc4797c729f91b10b6}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Weak\+Learner\+Types@{Weak\+Learner\+Types}} \index{Weak\+Learner\+Types@{Weak\+Learner\+Types}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Weak\+Learner\+Types} {\footnotesize\ttfamily enum \textbf{ Weak\+Learner\+Types}} \begin{DoxyEnumFields}{Enumerator} \raisebox{\heightof{T}}[0pt][0pt]{\index{D\+E\+C\+I\+S\+I\+O\+N\+\_\+\+S\+T\+U\+MP@{D\+E\+C\+I\+S\+I\+O\+N\+\_\+\+S\+T\+U\+MP}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}}\index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!D\+E\+C\+I\+S\+I\+O\+N\+\_\+\+S\+T\+U\+MP@{D\+E\+C\+I\+S\+I\+O\+N\+\_\+\+S\+T\+U\+MP}}}\mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_ad2d30fa530c8eadc4797c729f91b10b6a3b0a8b3700534a49e23eaba0426876dc}} D\+E\+C\+I\+S\+I\+O\+N\+\_\+\+S\+T\+U\+MP&\\ \hline \raisebox{\heightof{T}}[0pt][0pt]{\index{P\+E\+R\+C\+E\+P\+T\+R\+ON@{P\+E\+R\+C\+E\+P\+T\+R\+ON}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}}\index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!P\+E\+R\+C\+E\+P\+T\+R\+ON@{P\+E\+R\+C\+E\+P\+T\+R\+ON}}}\mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_ad2d30fa530c8eadc4797c729f91b10b6a86ae196aae3149d1c609c87be8d499c2}} P\+E\+R\+C\+E\+P\+T\+R\+ON&\\ \hline \end{DoxyEnumFields} Definition at line 29 of file adaboost\+\_\+model.\+hpp. \subsection{Constructor \& Destructor Documentation} \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_adcba05defdbcbf2619ea58db2a46c1f1}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Ada\+Boost\+Model@{Ada\+Boost\+Model}} \index{Ada\+Boost\+Model@{Ada\+Boost\+Model}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Ada\+Boost\+Model()\hspace{0.1cm}{\footnotesize\ttfamily [1/4]}} {\footnotesize\ttfamily \textbf{ Ada\+Boost\+Model} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})} Create an empty \doxyref{Ada\+Boost}{p.}{classmlpack_1_1adaboost_1_1AdaBoost} model. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a38b1c1a146789ab0a1a391004c4910ee}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Ada\+Boost\+Model@{Ada\+Boost\+Model}} \index{Ada\+Boost\+Model@{Ada\+Boost\+Model}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Ada\+Boost\+Model()\hspace{0.1cm}{\footnotesize\ttfamily [2/4]}} {\footnotesize\ttfamily \textbf{ Ada\+Boost\+Model} (\begin{DoxyParamCaption}\item[{const arma\+::\+Col$<$ size\+\_\+t $>$ \&}]{mappings, }\item[{const size\+\_\+t}]{weak\+Learner\+Type }\end{DoxyParamCaption})} Create the \doxyref{Ada\+Boost}{p.}{classmlpack_1_1adaboost_1_1AdaBoost} model with the given mappings and type. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a99b111fbe30c57fd722c0462d14ce0f7}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Ada\+Boost\+Model@{Ada\+Boost\+Model}} \index{Ada\+Boost\+Model@{Ada\+Boost\+Model}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Ada\+Boost\+Model()\hspace{0.1cm}{\footnotesize\ttfamily [3/4]}} {\footnotesize\ttfamily \textbf{ Ada\+Boost\+Model} (\begin{DoxyParamCaption}\item[{const \textbf{ Ada\+Boost\+Model} \&}]{other }\end{DoxyParamCaption})} Copy constructor. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a5bd98d104419d9424d69c31f28a46d4d}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Ada\+Boost\+Model@{Ada\+Boost\+Model}} \index{Ada\+Boost\+Model@{Ada\+Boost\+Model}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Ada\+Boost\+Model()\hspace{0.1cm}{\footnotesize\ttfamily [4/4]}} {\footnotesize\ttfamily \textbf{ Ada\+Boost\+Model} (\begin{DoxyParamCaption}\item[{\textbf{ Ada\+Boost\+Model} \&\&}]{other }\end{DoxyParamCaption})} Move constructor. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_ae452b3b3579c2d8aeacb4bc5b5183857}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!````~Ada\+Boost\+Model@{$\sim$\+Ada\+Boost\+Model}} \index{````~Ada\+Boost\+Model@{$\sim$\+Ada\+Boost\+Model}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{$\sim$\+Ada\+Boost\+Model()} {\footnotesize\ttfamily $\sim$\textbf{ Ada\+Boost\+Model} (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})} Clean up memory. \subsection{Member Function Documentation} \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a275941a22a35f6b5ca8aaa11073c34d2}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Classify@{Classify}} \index{Classify@{Classify}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Classify()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily void Classify (\begin{DoxyParamCaption}\item[{const arma\+::mat \&}]{test\+Data, }\item[{arma\+::\+Row$<$ size\+\_\+t $>$ \&}]{predictions }\end{DoxyParamCaption})} Classify test points. Referenced by Ada\+Boost\+Model\+::\+Dimensionality(). \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a4fceef357aba14291c04b9d9bb2d1e82}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Classify@{Classify}} \index{Classify@{Classify}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Classify()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily void Classify (\begin{DoxyParamCaption}\item[{const arma\+::mat \&}]{test\+Data, }\item[{arma\+::\+Row$<$ size\+\_\+t $>$ \&}]{predictions, }\item[{arma\+::mat \&}]{probabilities }\end{DoxyParamCaption})} Classify test points. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a78eda6bfb9e9462afa0fc85e32abe1af}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Dimensionality@{Dimensionality}} \index{Dimensionality@{Dimensionality}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Dimensionality()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily size\+\_\+t Dimensionality (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the dimensionality of the model. Definition at line 78 of file adaboost\+\_\+model.\+hpp. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a787adc650f11b9430f6bd0b937bbe6b0}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Dimensionality@{Dimensionality}} \index{Dimensionality@{Dimensionality}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Dimensionality()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily size\+\_\+t\& Dimensionality (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the dimensionality of the model. Definition at line 80 of file adaboost\+\_\+model.\+hpp. References Ada\+Boost\+Model\+::\+Classify(), and Ada\+Boost\+Model\+::\+Train(). \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a83e8ff63d5c49eddaaf9eadb64f3aef9}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Mappings@{Mappings}} \index{Mappings@{Mappings}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Mappings()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily const arma\+::\+Col$<$size\+\_\+t$>$\& Mappings (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the mappings. Definition at line 68 of file adaboost\+\_\+model.\+hpp. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_ac18a534c636043f5c3d6b90992d83129}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Mappings@{Mappings}} \index{Mappings@{Mappings}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Mappings()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily arma\+::\+Col$<$size\+\_\+t$>$\& Mappings (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the mappings. Definition at line 70 of file adaboost\+\_\+model.\+hpp. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_ab74135df3386b81f3dd06f37caebb441}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!operator=@{operator=}} \index{operator=@{operator=}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{operator=()} {\footnotesize\ttfamily \textbf{ Ada\+Boost\+Model}\& operator= (\begin{DoxyParamCaption}\item[{const \textbf{ Ada\+Boost\+Model} \&}]{other }\end{DoxyParamCaption})} Copy assignment operator. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_af0dd9205158ccf7bcfcd8ff81f79c927}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!serialize@{serialize}} \index{serialize@{serialize}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{serialize()} {\footnotesize\ttfamily void serialize (\begin{DoxyParamCaption}\item[{Archive \&}]{ar, }\item[{const unsigned}]{int }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Serialize the model. Definition at line 100 of file adaboost\+\_\+model.\+hpp. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a5360ac8d82301e1e7037d2a5a9f094a9}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Train@{Train}} \index{Train@{Train}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Train()} {\footnotesize\ttfamily void Train (\begin{DoxyParamCaption}\item[{const arma\+::mat \&}]{data, }\item[{const arma\+::\+Row$<$ size\+\_\+t $>$ \&}]{labels, }\item[{const size\+\_\+t}]{num\+Classes, }\item[{const size\+\_\+t}]{iterations, }\item[{const double}]{tolerance }\end{DoxyParamCaption})} Train the model, treat the data is all of the numeric type. Referenced by Ada\+Boost\+Model\+::\+Dimensionality(). \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_a022ff1546accf8fe7e41253c4837edcb}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Weak\+Learner\+Type@{Weak\+Learner\+Type}} \index{Weak\+Learner\+Type@{Weak\+Learner\+Type}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Weak\+Learner\+Type()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily size\+\_\+t Weak\+Learner\+Type (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const\hspace{0.3cm}{\ttfamily [inline]}} Get the weak learner type. Definition at line 73 of file adaboost\+\_\+model.\+hpp. \mbox{\label{classmlpack_1_1adaboost_1_1AdaBoostModel_aba360992c5850f1dba9279efeb94980b}} \index{mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}!Weak\+Learner\+Type@{Weak\+Learner\+Type}} \index{Weak\+Learner\+Type@{Weak\+Learner\+Type}!mlpack\+::adaboost\+::\+Ada\+Boost\+Model@{mlpack\+::adaboost\+::\+Ada\+Boost\+Model}} \subsubsection{Weak\+Learner\+Type()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily size\+\_\+t\& Weak\+Learner\+Type (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Modify the weak learner type. Definition at line 75 of file adaboost\+\_\+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-\/git/src/mlpack/methods/adaboost/\textbf{ adaboost\+\_\+model.\+hpp}\end{DoxyCompactItemize}