randomForest: Breiman and Cutler's random forests for classification and regression

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

Author
Fortran original by Leo Breiman and Adele Cutler, R port by Andy Liaw and Matthew Wiener.
Date of publication
2015-09-25 18:37:24
Maintainer
Andy Liaw <andy_liaw@merck.com>
License
GPL (>= 2)
Version
4.6-10
URLs

View on R-Forge

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

Files in this package

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