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

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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, modifications for split improvement by Nick Ellis
Date of publication
2014-09-12 05:37:50
Maintainer
Nick Ellis <nick.ellis@csiro.au>
License
GPL (>= 2)
Version
1.6.1
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
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

extendedForest/COPYING
extendedForest/DESCRIPTION
extendedForest/NAMESPACE
extendedForest/R
extendedForest/R/MDSplot.R
extendedForest/R/classCenter.R
extendedForest/R/combine.R
extendedForest/R/getTree.R
extendedForest/R/grow.R
extendedForest/R/importance.R
extendedForest/R/margin.R
extendedForest/R/na.roughfix.R
extendedForest/R/outlier.R
extendedForest/R/partialPlot.R
extendedForest/R/plot.randomForest.R
extendedForest/R/predict.randomForest.R
extendedForest/R/print.randomForest.R
extendedForest/R/randomForest.R
extendedForest/R/randomForest.default.R
extendedForest/R/randomForest.formula.R
extendedForest/R/rfImpute.R
extendedForest/R/rfNews.R
extendedForest/R/treesize.R
extendedForest/R/tuneRF.R
extendedForest/R/varImpPlot.R
extendedForest/R/varUsed.R
extendedForest/R/zzz.R
extendedForest/build
extendedForest/build/vignette.rds
extendedForest/data
extendedForest/data/imports85.rda
extendedForest/inst
extendedForest/inst/CITATION
extendedForest/inst/NEWS
extendedForest/inst/doc
extendedForest/inst/doc/Conditional-importance.R
extendedForest/inst/doc/Conditional-importance.pdf
extendedForest/inst/doc/Conditional-importance.rnw
extendedForest/man
extendedForest/man/MDSplot.Rd
extendedForest/man/classCenter.Rd
extendedForest/man/combine.Rd
extendedForest/man/getTree.Rd
extendedForest/man/grow.Rd
extendedForest/man/importance.Rd
extendedForest/man/imports85.Rd
extendedForest/man/margin.Rd
extendedForest/man/na.roughfix.Rd
extendedForest/man/outlier.Rd
extendedForest/man/partialPlot.Rd
extendedForest/man/plot.randomForest.Rd
extendedForest/man/predict.randomForest.Rd
extendedForest/man/randomForest.Rd
extendedForest/man/rfImpute.Rd
extendedForest/man/rfNews.Rd
extendedForest/man/treesize.Rd
extendedForest/man/tuneRF.Rd
extendedForest/man/varImpPlot.Rd
extendedForest/man/varUsed.Rd
extendedForest/src
extendedForest/src/classTree.c
extendedForest/src/regTree.c
extendedForest/src/regrf.c
extendedForest/src/rf.c
extendedForest/src/rf.h
extendedForest/src/rfsub.f
extendedForest/src/rfutils.c
extendedForest/vignettes
extendedForest/vignettes/Conditional-importance.rnw
extendedForest/vignettes/biodiversity-survey.bib