\hypertarget{RandomForest_8c}{
\section{Random\-Forest.c File Reference}
\label{RandomForest_8c}\index{RandomForest.c@{RandomForest.c}}
}
{\tt \#include \char`\"{}party.h\char`\"{}}\par


Include dependency graph for Random\-Forest.c:\begin{figure}[H]
\begin{center}
\leavevmode
\includegraphics[width=177pt]{RandomForest_8c__incl}
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\subsection*{Functions}
\begin{CompactItemize}
\item 
SEXP \hyperlink{RandomForest_8c_a0}{R\_\-Ensemble} (SEXP learnsample, SEXP weights, SEXP fitmem, SEXP controls)
\end{CompactItemize}


\subsection{Detailed Description}
Random forest with conditional inference trees

\begin{Desc}
\item[Author:]\begin{Desc}
\item[Author]hothorn \end{Desc}
\end{Desc}
\begin{Desc}
\item[Date:]\begin{Desc}
\item[Date]2006-04-23 19:45:59 +0200 (Sun, 23 Apr 2006) \end{Desc}
\end{Desc}


Definition in file \hyperlink{RandomForest_8c-source}{Random\-Forest.c}.

\subsection{Function Documentation}
\hypertarget{RandomForest_8c_a0}{
\index{RandomForest.c@{Random\-Forest.c}!R_Ensemble@{R\_\-Ensemble}}
\index{R_Ensemble@{R\_\-Ensemble}!RandomForest.c@{Random\-Forest.c}}
\subsubsection[R\_\-Ensemble]{\setlength{\rightskip}{0pt plus 5cm}SEXP R\_\-Ensemble (SEXP {\em learnsample}, SEXP {\em weights}, SEXP {\em fitmem}, SEXP {\em controls})}}
\label{RandomForest_8c_a0}


An experimental implementation of random forest like algorithms \par
 \begin{Desc}
\item[Parameters:]
\begin{description}
\item[{\em learnsample}]an object of class `Learning\-Sample' \item[{\em weights}]a vector of case weights \item[{\em fitmem}]an object of class `Tree\-Fit\-Memory' \item[{\em controls}]an object of class `Tree\-Control'\end{description}
\end{Desc}


Definition at line 21 of file Random\-Forest.c.

References C\_\-init\_\-node(), C\_\-Sample\-No\-Replace(), C\_\-Tree\-Grow(), get\_\-fraction(), get\_\-maxsurrogate(), get\_\-ninputs(), get\_\-nobs(), get\_\-ntree(), get\_\-replace(), get\_\-splitctrl(), ncol(), NODE\_\-LENGTH, PL2\_\-jointtransf\-Sym, PL2\_\-responses\-Sym, and S3get\_\-nodeweights().

Here is the call graph for this function:\begin{figure}[H]
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\includegraphics[width=199pt]{RandomForest_8c_a0_cgraph}
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\end{figure}
