\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/3.3.0/src/mlpack/methods/linear\+\_\+svm/linear\+\_\+svm\+\_\+function.hpp File Reference}
\label{linear__svm__function_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+0/src/mlpack/methods/linear\+\_\+svm/linear\+\_\+svm\+\_\+function.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+0/src/mlpack/methods/linear\+\_\+svm/linear\+\_\+svm\+\_\+function.\+hpp}}
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\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ Linear\+S\+V\+M\+Function$<$ Mat\+Type $>$}
\begin{DoxyCompactList}\small\item\em The hinge loss function for the linear S\+VM objective function. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \textbf{ mlpack}
\begin{DoxyCompactList}\small\item\em strip\+\_\+type.\+hpp \end{DoxyCompactList}\item 
 \textbf{ mlpack\+::svm}
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\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Shikhar Bhardwaj 

Ayush Chamoli
\end{DoxyAuthor}
Implementation of the hinge loss function for training a linear S\+VM with the parallel S\+GD algorithm.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-\/clause B\+SD license. You should have received a copy of the 3-\/clause B\+SD license along with mlpack. If not, see {\tt http\+://www.\+opensource.\+org/licenses/\+B\+S\+D-\/3-\/\+Clause} for more information. 