\section{Dataset\+Mapper$<$ Policy\+Type, Input\+Type $>$ Class Template Reference} \label{classmlpack_1_1data_1_1DatasetMapper}\index{Dataset\+Mapper$<$ Policy\+Type, Input\+Type $>$@{Dataset\+Mapper$<$ Policy\+Type, Input\+Type $>$}} Auxiliary information for a dataset, including mappings to/from strings (or other types) and the datatype of each dimension. Inheritance diagram for Dataset\+Mapper$<$ Policy\+Type, Input\+Type $>$\+: \nopagebreak \begin{figure}[H] \begin{center} \leavevmode \includegraphics[width=234pt]{classmlpack_1_1data_1_1DatasetMapper__inherit__graph} \end{center} \end{figure} \subsection*{Public Member Functions} \begin{DoxyCompactItemize} \item \textbf{ Dataset\+Mapper} (const size\+\_\+t dimensionality=0) \begin{DoxyCompactList}\small\item\em Create the \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object with the given dimensionality. \end{DoxyCompactList}\item \textbf{ Dataset\+Mapper} (Policy\+Type \&policy, const size\+\_\+t dimensionality=0) \begin{DoxyCompactList}\small\item\em Create the \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object with the given policy and dimensionality. \end{DoxyCompactList}\item size\+\_\+t \textbf{ Dimensionality} () const \begin{DoxyCompactList}\small\item\em Get the dimensionality of the \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object (that is, how many dimensions it has information for). \end{DoxyCompactList}\item {\footnotesize template$<$typename T $>$ }\\void \textbf{ Map\+First\+Pass} (const Input\+Type \&input, const size\+\_\+t dimension) \begin{DoxyCompactList}\small\item\em Preprocessing\+: during a first pass of the data, pass the input on to the Map\+Policy if they are needed. \end{DoxyCompactList}\item {\footnotesize template$<$typename T $>$ }\\T \textbf{ Map\+String} (const Input\+Type \&input, const size\+\_\+t dimension) \begin{DoxyCompactList}\small\item\em Given the input and the dimension to which it belongs, return its numeric mapping. \end{DoxyCompactList}\item size\+\_\+t \textbf{ Num\+Mappings} (const size\+\_\+t dimension) const \begin{DoxyCompactList}\small\item\em Get the number of mappings for a particular dimension. \end{DoxyCompactList}\item {\footnotesize template$<$typename T $>$ }\\size\+\_\+t \textbf{ Num\+Unmappings} (const T value, const size\+\_\+t dimension) const \begin{DoxyCompactList}\small\item\em Get the number of possible unmappings for a string in a given dimension. \end{DoxyCompactList}\item const Policy\+Type \& \textbf{ Policy} () const \begin{DoxyCompactList}\small\item\em Return the policy of the mapper. \end{DoxyCompactList}\item Policy\+Type \& \textbf{ Policy} () \begin{DoxyCompactList}\small\item\em Modify the policy of the mapper (be careful!). \end{DoxyCompactList}\item void \textbf{ Policy} (Policy\+Type \&\&policy) \begin{DoxyCompactList}\small\item\em Modify (Replace) the policy of the mapper with a new policy. \end{DoxyCompactList}\item {\footnotesize template$<$typename Archive $>$ }\\void \textbf{ serialize} (Archive \&ar, const unsigned int) \begin{DoxyCompactList}\small\item\em Serialize the dataset information. \end{DoxyCompactList}\item void \textbf{ Set\+Dimensionality} (const size\+\_\+t dimensionality) \begin{DoxyCompactList}\small\item\em Set the dimensionality of an existing \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object. \end{DoxyCompactList}\item \textbf{ Datatype} \textbf{ Type} (const size\+\_\+t dimension) const \begin{DoxyCompactList}\small\item\em Return the type of a given dimension (numeric or categorical). \end{DoxyCompactList}\item \textbf{ Datatype} \& \textbf{ Type} (const size\+\_\+t dimension) \begin{DoxyCompactList}\small\item\em Modify the type of a given dimension (be careful!). \end{DoxyCompactList}\item {\footnotesize template$<$typename T $>$ }\\const Input\+Type \& \textbf{ Unmap\+String} (const T value, const size\+\_\+t dimension, const size\+\_\+t unmapping\+Index=0) const \begin{DoxyCompactList}\small\item\em Return the input that corresponds to a given value in a given dimension. \end{DoxyCompactList}\item Policy\+Type\+::\+Mapped\+Type \textbf{ Unmap\+Value} (const Input\+Type \&input, const size\+\_\+t dimension) \begin{DoxyCompactList}\small\item\em Return the value that corresponds to a given input in a given dimension. \end{DoxyCompactList}\end{DoxyCompactItemize} \subsection{Detailed Description} \subsubsection*{template$<$typename Policy\+Type, typename Input\+Type = std\+::string$>$\newline class mlpack\+::data\+::\+Dataset\+Mapper$<$ Policy\+Type, Input\+Type $>$} Auxiliary information for a dataset, including mappings to/from strings (or other types) and the datatype of each dimension. \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} objects are optionally produced by \doxyref{data\+::\+Load()}{p.}{namespacemlpack_1_1data_a19805d6585ac8b0be7c4e4b7f081977c}, and store the type of each dimension (Datatype\+::numeric or Datatype\+::categorical) as well as mappings from strings to unsigned integers and vice versa. \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} objects can also map from arbitrary types; the type to map from can be specified with the Input\+Type template parameter. By default, the Input\+Type parameter is std\+::string. \begin{DoxyTemplParams}{Template Parameters} {\em Policy\+Type} & Mapping policy used to specify \doxyref{Map\+String()}{p.}{classmlpack_1_1data_1_1DatasetMapper_aa262641cb3ba3a0b2583c37e2863ab49}. \\ \hline {\em Input\+Type} & Type of input to be mapped. \\ \hline \end{DoxyTemplParams} Definition at line 41 of file dataset\+\_\+mapper.\+hpp. \subsection{Constructor \& Destructor Documentation} \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_a1cb8ca1e3f05d484a311ac538ad6d875}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Dataset\+Mapper@{Dataset\+Mapper}} \index{Dataset\+Mapper@{Dataset\+Mapper}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Dataset\+Mapper()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily \textbf{ Dataset\+Mapper} (\begin{DoxyParamCaption}\item[{const size\+\_\+t}]{dimensionality = {\ttfamily 0} }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [explicit]}} Create the \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object with the given dimensionality. Note that the dimensionality cannot be changed later; you will have to create a new \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object. \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_a12082e154904a4a0e6451d7ff7df8335}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Dataset\+Mapper@{Dataset\+Mapper}} \index{Dataset\+Mapper@{Dataset\+Mapper}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Dataset\+Mapper()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily \textbf{ Dataset\+Mapper} (\begin{DoxyParamCaption}\item[{Policy\+Type \&}]{policy, }\item[{const size\+\_\+t}]{dimensionality = {\ttfamily 0} }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [explicit]}} Create the \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object with the given policy and dimensionality. Note that the dimensionality cannot be changed later; you will have to create a new \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object. Policy can be modified by the modifier. \subsection{Member Function Documentation} \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_a78eda6bfb9e9462afa0fc85e32abe1af}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Dimensionality@{Dimensionality}} \index{Dimensionality@{Dimensionality}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Dimensionality()} {\footnotesize\ttfamily size\+\_\+t Dimensionality (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const} Get the dimensionality of the \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object (that is, how many dimensions it has information for). If this object was created by a call to \doxyref{mlpack\+::data\+::\+Load()}{p.}{namespacemlpack_1_1data_a19805d6585ac8b0be7c4e4b7f081977c}, then the dimensionality will be the same as the number of rows (dimensions) in the dataset. \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_abc9d3b17fb4bc99d9dc00052658c19b1}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Map\+First\+Pass@{Map\+First\+Pass}} \index{Map\+First\+Pass@{Map\+First\+Pass}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Map\+First\+Pass()} {\footnotesize\ttfamily void Map\+First\+Pass (\begin{DoxyParamCaption}\item[{const Input\+Type \&}]{input, }\item[{const size\+\_\+t}]{dimension }\end{DoxyParamCaption})} Preprocessing\+: during a first pass of the data, pass the input on to the Map\+Policy if they are needed. \begin{DoxyParams}{Parameters} {\em input} & Input to map. \\ \hline {\em dimension} & Dimension to map for. \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_aa262641cb3ba3a0b2583c37e2863ab49}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Map\+String@{Map\+String}} \index{Map\+String@{Map\+String}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Map\+String()} {\footnotesize\ttfamily T Map\+String (\begin{DoxyParamCaption}\item[{const Input\+Type \&}]{input, }\item[{const size\+\_\+t}]{dimension }\end{DoxyParamCaption})} Given the input and the dimension to which it belongs, return its numeric mapping. If no mapping yet exists, the input is added to the list of mappings for the given dimension. The dimension parameter refers to the index of the dimension of the string (i.\+e. the row in the dataset). \begin{DoxyTemplParams}{Template Parameters} {\em T} & Numeric type to map to (int/double/float/etc.). \\ \hline \end{DoxyTemplParams} \begin{DoxyParams}{Parameters} {\em input} & Input to find/create mapping for. \\ \hline {\em dimension} & Index of the dimension of the string. \\ \hline \end{DoxyParams} Referenced by Mock\+Categorical\+Data(), and mlpack\+::util\+::\+Set\+Param\+With\+Info(). \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_ab7507726fd159ae4c23491f8ca4fdb7e}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Num\+Mappings@{Num\+Mappings}} \index{Num\+Mappings@{Num\+Mappings}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Num\+Mappings()} {\footnotesize\ttfamily size\+\_\+t Num\+Mappings (\begin{DoxyParamCaption}\item[{const size\+\_\+t}]{dimension }\end{DoxyParamCaption}) const} Get the number of mappings for a particular dimension. If the dimension is numeric, then this will return 0. \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_a54dbddcef3e4710b4ebccaa5ae449db3}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Num\+Unmappings@{Num\+Unmappings}} \index{Num\+Unmappings@{Num\+Unmappings}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Num\+Unmappings()} {\footnotesize\ttfamily size\+\_\+t Num\+Unmappings (\begin{DoxyParamCaption}\item[{const T}]{value, }\item[{const size\+\_\+t}]{dimension }\end{DoxyParamCaption}) const} Get the number of possible unmappings for a string in a given dimension. \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_a04e9dd2c0ef71ea0e2cb126233652bfa}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Policy@{Policy}} \index{Policy@{Policy}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Policy()\hspace{0.1cm}{\footnotesize\ttfamily [1/3]}} {\footnotesize\ttfamily const Policy\+Type\& Policy (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption}) const} Return the policy of the mapper. Referenced by Dataset\+Mapper$<$ mlpack\+::data\+::\+Increment\+Policy, double $>$\+::serialize(). \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_a1ef80c7b0a3fb5468b9d920fef109d36}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Policy@{Policy}} \index{Policy@{Policy}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Policy()\hspace{0.1cm}{\footnotesize\ttfamily [2/3]}} {\footnotesize\ttfamily Policy\+Type\& Policy (\begin{DoxyParamCaption}{ }\end{DoxyParamCaption})} Modify the policy of the mapper (be careful!). \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_a3c99829fefb852602b7daa0bd5e32c1a}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Policy@{Policy}} \index{Policy@{Policy}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Policy()\hspace{0.1cm}{\footnotesize\ttfamily [3/3]}} {\footnotesize\ttfamily void Policy (\begin{DoxyParamCaption}\item[{Policy\+Type \&\&}]{policy }\end{DoxyParamCaption})} Modify (Replace) the policy of the mapper with a new policy. \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_af0dd9205158ccf7bcfcd8ff81f79c927}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!serialize@{serialize}} \index{serialize@{serialize}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{serialize()} {\footnotesize\ttfamily void serialize (\begin{DoxyParamCaption}\item[{Archive \&}]{ar, }\item[{const unsigned}]{int }\end{DoxyParamCaption})\hspace{0.3cm}{\ttfamily [inline]}} Serialize the dataset information. Definition at line 154 of file dataset\+\_\+mapper.\+hpp. \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_ae0e1d3459cf5bee5e688beaadf9a4f04}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Set\+Dimensionality@{Set\+Dimensionality}} \index{Set\+Dimensionality@{Set\+Dimensionality}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Set\+Dimensionality()} {\footnotesize\ttfamily void Set\+Dimensionality (\begin{DoxyParamCaption}\item[{const size\+\_\+t}]{dimensionality }\end{DoxyParamCaption})} Set the dimensionality of an existing \doxyref{Dataset\+Mapper}{p.}{classmlpack_1_1data_1_1DatasetMapper} object. This resets all mappings (but not the Policy\+Type). \begin{DoxyParams}{Parameters} {\em dimensionality} & New dimensionality. \\ \hline \end{DoxyParams} Referenced by Load\+C\+S\+V\+::\+Get\+Transpose\+Matrix\+Size(). \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_af46c276f8b3c130454e23447bcb959e4}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Type@{Type}} \index{Type@{Type}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Type()\hspace{0.1cm}{\footnotesize\ttfamily [1/2]}} {\footnotesize\ttfamily \textbf{ Datatype} Type (\begin{DoxyParamCaption}\item[{const size\+\_\+t}]{dimension }\end{DoxyParamCaption}) const} Return the type of a given dimension (numeric or categorical). Referenced by Mock\+Categorical\+Data(), and mlpack\+::util\+::\+Set\+Param\+With\+Info(). \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_a1283ad10b330a96190ef575e7a471827}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Type@{Type}} \index{Type@{Type}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Type()\hspace{0.1cm}{\footnotesize\ttfamily [2/2]}} {\footnotesize\ttfamily \textbf{ Datatype}\& Type (\begin{DoxyParamCaption}\item[{const size\+\_\+t}]{dimension }\end{DoxyParamCaption})} Modify the type of a given dimension (be careful!). \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_aa7aa43366cbb80bb5c65b1114ff1191e}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Unmap\+String@{Unmap\+String}} \index{Unmap\+String@{Unmap\+String}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Unmap\+String()} {\footnotesize\ttfamily const Input\+Type\& Unmap\+String (\begin{DoxyParamCaption}\item[{const T}]{value, }\item[{const size\+\_\+t}]{dimension, }\item[{const size\+\_\+t}]{unmapping\+Index = {\ttfamily 0} }\end{DoxyParamCaption}) const} Return the input that corresponds to a given value in a given dimension. If the value is not a valid mapping in the given dimension, a std\+::invalid\+\_\+argument is thrown. Note that this does not remove the mapping. If the mapping is non-\/unique (i.\+e. many strings can map to the same value), then you can pass a different value for unmapping\+Index to get a different string that maps to the given value. unmapping\+Index should be in the range from 0 to (Num\+Unmappings(value, dimension) -\/ 1). If the mapping is unique (which it is for Dataset\+Info), then the unmapping\+Index parameter can be left as the default. \begin{DoxyParams}{Parameters} {\em value} & Mapped value for input. \\ \hline {\em dimension} & Dimension to unmap string from. \\ \hline {\em unmapping\+Index} & Index of non-\/unique unmapping (optional). \\ \hline \end{DoxyParams} \mbox{\label{classmlpack_1_1data_1_1DatasetMapper_a5fedd8c234794cdaf148319c28c28e2e}} \index{mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}!Unmap\+Value@{Unmap\+Value}} \index{Unmap\+Value@{Unmap\+Value}!mlpack\+::data\+::\+Dataset\+Mapper@{mlpack\+::data\+::\+Dataset\+Mapper}} \subsubsection{Unmap\+Value()} {\footnotesize\ttfamily Policy\+Type\+::\+Mapped\+Type Unmap\+Value (\begin{DoxyParamCaption}\item[{const Input\+Type \&}]{input, }\item[{const size\+\_\+t}]{dimension }\end{DoxyParamCaption})} Return the value that corresponds to a given input in a given dimension. If the value is not a valid mapping in the given dimension, a std\+::invalid\+\_\+argument is thrown. Note that this does not remove the mapping. \begin{DoxyParams}{Parameters} {\em input} & Mapped input for value. \\ \hline {\em dimension} & Dimension to unmap input from. \\ \hline \end{DoxyParams} 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/data/\textbf{ dataset\+\_\+mapper.\+hpp}\end{DoxyCompactItemize}