\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/3.3.2/src/mlpack/methods/hoeffding\+\_\+trees/hoeffding\+\_\+tree.hpp File Reference}
\label{hoeffding__tree_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+2/src/mlpack/methods/hoeffding\+\_\+trees/hoeffding\+\_\+tree.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+2/src/mlpack/methods/hoeffding\+\_\+trees/hoeffding\+\_\+tree.\+hpp}}
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\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ Hoeffding\+Tree$<$ Fitness\+Function, Numeric\+Split\+Type, Categorical\+Split\+Type $>$}
\begin{DoxyCompactList}\small\item\em The \doxyref{Hoeffding\+Tree}{p.}{classmlpack_1_1tree_1_1HoeffdingTree} object represents all of the necessary information for a Hoeffding-\/bound-\/based decision tree. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \textbf{ mlpack}
\begin{DoxyCompactList}\small\item\em Linear algebra utility functions, generally performed on matrices or vectors. \end{DoxyCompactList}\item 
 \textbf{ mlpack\+::tree}
\begin{DoxyCompactList}\small\item\em Trees and tree-\/building procedures. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Ryan Curtin
\end{DoxyAuthor}
An implementation of the standard Hoeffding tree by Pedro Domingos and Geoff Hulten in ``\+Mining High-\/\+Speed Data Streams\textquotesingle{}\textquotesingle{}.

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.