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RandomForest.c File Reference

#include "party.h"

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Functions

SEXP R_Ensemble (SEXP learnsample, SEXP weights, SEXP fitmem, SEXP controls)


Detailed Description

Random forest with conditional inference trees

Author:
Author
hothorn
Date:
Date
2006-04-23 19:45:59 +0200 (Sun, 23 Apr 2006)

Definition in file RandomForest.c.


Function Documentation

SEXP R_Ensemble SEXP  learnsample,
SEXP  weights,
SEXP  fitmem,
SEXP  controls
 

An experimental implementation of random forest like algorithms

Parameters:
learnsample an object of class `LearningSample'
weights a vector of case weights
fitmem an object of class `TreeFitMemory'
controls an object of class `TreeControl'

Definition at line 21 of file RandomForest.c.

References C_init_node(), C_SampleNoReplace(), C_TreeGrow(), get_fraction(), get_maxsurrogate(), get_ninputs(), get_nobs(), get_ntree(), get_replace(), get_splitctrl(), ncol(), NODE_LENGTH, PL2_jointtransfSym, PL2_responsesSym, and S3get_nodeweights().

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