randomForest: Breiman and Cutler's random forests for classification and regression
Version 4.6-10

Classification and regression based on a forest of trees using random inputs.

Browse man pages Browse package API and functions Browse package files

AuthorFortran original by Leo Breiman and Adele Cutler, R port by Andy Liaw and Matthew Wiener.
Date of publication2015-09-25 18:37:24
MaintainerAndy Liaw <andy_liaw@merck.com>
LicenseGPL (>= 2)
Version4.6-10
URL http://stat-www.berkeley.edu/users/breiman/RandomForests
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("randomForest", repos="http://R-Forge.R-project.org")

Man pages

classCenter: Prototypes of groups.
combine: Combine Ensembles of Trees
getTree: Extract a single tree from a forest.
grow: Add trees to an ensemble
importance: Extract variable importance measure
imports85: The Automobile Data
margin: Margins of randomForest Classifier
MDSplot: Multi-dimensional Scaling Plot of Proximity matrix from...
na.roughfix: Rough Imputation of Missing Values
outlier: Compute outlying measures
partialPlot: Partial dependence plot
plot.randomForest: Plot method for randomForest objects
predict.randomForest: predict method for random forest objects
randomForest: Classification and Regression with Random Forest
rfcv: Random Forest Cross-Valdidation for feature selection
rfImpute: Missing Value Imputations by randomForest
rfNews: Show the NEWS file
treesize: Size of trees in an ensemble
tuneRF: Tune randomForest for the optimal mtry parameter
varImpPlot: Variable Importance Plot
varUsed: Variables used in a random forest

Functions

MDSplot Man page Source code
classCenter Man page Source code
combine Man page Source code
getTree Man page Source code
grow Man page Source code
grow.default Man page Source code
grow.randomForest Man page Source code
importance Man page Source code
importance.default Man page Source code
importance.randomForest Man page Source code
imports85 Man page
margin Man page Source code
margin.default Man page Source code
margin.randomForest Man page Source code
mylevels Source code
na.roughfix Man page Source code
na.roughfix.data.frame Man page Source code
na.roughfix.default Man page Source code
onAttach Source code
outlier Man page Source code
outlier.default Man page Source code
outlier.randomForest Man page Source code
partialPlot Man page Source code
partialPlot.default Man page Source code
partialPlot.randomForest Man page Source code
plot.margin Man page Source code
plot.randomForest Man page Source code
predict.randomForest Man page
print.randomForest Man page
randomForest Man page
randomForest.default Man page
randomForest.formula Man page
rfImpute Man page Source code
rfImpute.default Man page Source code
rfImpute.formula Man page Source code
rfNews Man page Source code
rfcv Man page Source code
treesize Man page Source code
tuneRF Man page Source code
varImpPlot Man page Source code
varUsed Man page Source code

Files

COPYING
DESCRIPTION
NAMESPACE
R
R/MDSplot.R
R/classCenter.R
R/combine.R
R/getTree.R
R/grow.R
R/importance.R
R/margin.R
R/na.roughfix.R
R/outlier.R
R/partialPlot.R
R/plot.randomForest.R
R/predict.randomForest.R
R/print.randomForest.R
R/randomForest.R
R/randomForest.default.R
R/randomForest.formula.R
R/rfImpute.R
R/rfNews.R
R/rfcv.R
R/treesize.R
R/tuneRF.R
R/varImpPlot.R
R/varUsed.R
R/zzz.R
data
data/imports85.rda
inst
inst/CITATION
inst/NEWS
man
man/MDSplot.Rd
man/classCenter.Rd
man/combine.Rd
man/getTree.Rd
man/grow.Rd
man/importance.Rd
man/imports85.Rd
man/margin.Rd
man/na.roughfix.Rd
man/outlier.Rd
man/partialPlot.Rd
man/plot.randomForest.Rd
man/predict.randomForest.Rd
man/randomForest.Rd
man/rfImpute.Rd
man/rfNews.Rd
man/rfcv.Rd
man/treesize.Rd
man/tuneRF.Rd
man/varImpPlot.Rd
man/varUsed.Rd
src
src/classTree.c
src/regTree.c
src/regrf.c
src/rf.c
src/rf.h
src/rfsub.f
src/rfutils.c
randomForest documentation built on May 21, 2017, 3:26 a.m.