quantregForest: Quantile Regression Forests
Version 1.3-5

Quantile Regression Forests is a tree-based ensemble method for estimation of conditional quantiles. It is particularly well suited for high-dimensional data. Predictor variables of mixed classes can be handled. The package is dependent on the package 'randomForest', written by Andy Liaw.

AuthorNicolai Meinshausen
Date of publication2016-05-19 16:32:47
MaintainerNicolai Meinshausen <meinshausen@stat.math.ethz.ch>
LicenseGPL
Version1.3-5
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("quantregForest")

Popular man pages

predict.quantregForest: Prediction method for class quantregForest
quantregForest: Quantile Regression Forests
See all...

All man pages Function index File listing

Man pages

predict.quantregForest: Prediction method for class quantregForest
quantregForest: Quantile Regression Forests

Functions

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

Files

src
src/rf.h
src/regTree.c
src/rf.c
src/rfsub.f
src/classTree.c
src/regrf.c
src/rfutils.c
NAMESPACE
R
R/convert.R
R/getTree.R
R/combine.R
R/partialPlot.R
R/varUsed.R
R/MDSplot.R
R/outlier.R
R/rfcv.R
R/tuneRF.R
R/grow.R
R/na.roughfix.R
R/predict.quantregForest.R
R/treesize.R
R/print.quantregForest.R
R/classCenter.R
R/rfImpute.R
R/varImpPlot.R
R/margin.R
R/quantregForest.R
R/parallelRandomForest.R
R/importance.R
R/get_os.R
MD5
DESCRIPTION
man
man/quantregForest.Rd
man/predict.quantregForest.Rd
quantregForest documentation built on May 19, 2017, 6:38 p.m.

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