randomForestSRC: Random Forests for Survival, Regression and Classification (RF-SRC)

A unified treatment of Breiman's random forests for survival, regression and classification problems based on Ishwaran and Kogalur's random survival forests (RSF) package. The package runs in both serial and parallel (OpenMP) modes. Now extended to include multivariate and unsupervised forests.

AuthorHemant Ishwaran <hemant.ishwaran@gmail.com>, Udaya B. Kogalur <ubk@kogalur.com>
Date of publication2016-11-06 00:19:26
MaintainerUdaya B. Kogalur <ubk@kogalur.com>
LicenseGPL (>= 3)
Version2.4.1
http://web.ccs.miami.edu/~hishwaran http://www.kogalur.com

View on CRAN

Functions

breast Man page
find.interaction Man page
find.interaction.rfsrc Man page
follic Man page
hd Man page
impute Man page
impute.rfsrc Man page
max.subtree Man page
max.subtree.rfsrc Man page
nutrigenomic Man page
partial.rfsrc Man page
pbc Man page
plot.competing.risk Man page
plot.competing.risk.rfsrc Man page
plot.rfsrc Man page
plot.survival Man page
plot.survival.rfsrc Man page
plot.variable Man page
plot.variable.rfsrc Man page
predict.rfsrc Man page
print.rfsrc Man page
randomForestSRC Man page
randomForestSRC-package Man page
rf2rfz Man page
rfsrc Man page
rfsrc.news Man page
rfsrcSyn Man page
rfsrcSyn.rfsrc Man page
stat.split Man page
stat.split.rfsrc Man page
var.select Man page
var.select.rfsrc Man page
vdv Man page
veteran Man page
vimp Man page
vimp.rfsrc Man page
wihs Man page

Files

randomForestSRC
randomForestSRC/inst
randomForestSRC/inst/CITATION
randomForestSRC/inst/NEWS
randomForestSRC/inst/doc
randomForestSRC/inst/doc/rsf-Rnews.pdf
randomForestSRC/configure.ac
randomForestSRC/src
randomForestSRC/src/splitCustom.h
randomForestSRC/src/Makevars.in
randomForestSRC/src/randomForestSRC.c
randomForestSRC/src/splitCustom.c
randomForestSRC/src/randomForestSRC.h
randomForestSRC/NAMESPACE
randomForestSRC/data
randomForestSRC/data/wihs.rda
randomForestSRC/data/vdv.rda
randomForestSRC/data/follic.rda
randomForestSRC/data/pbc.rda
randomForestSRC/data/veteran.rda
randomForestSRC/data/breast.rda
randomForestSRC/data/nutrigenomic.rda
randomForestSRC/data/hd.rda
randomForestSRC/R
randomForestSRC/R/plot.survival.R randomForestSRC/R/rfsrcSyn.R randomForestSRC/R/generic.impute.rfsrc.R randomForestSRC/R/data.utilities.R randomForestSRC/R/print.rfsrc.R randomForestSRC/R/find.interaction.R randomForestSRC/R/stat.split.R randomForestSRC/R/vimp.R randomForestSRC/R/factor.utilities.R randomForestSRC/R/plot.variable.R randomForestSRC/R/partial.rfsrc.R randomForestSRC/R/rfsrc.R randomForestSRC/R/plot.competing.risk.R randomForestSRC/R/utilities.R randomForestSRC/R/plot.rfsrc.R randomForestSRC/R/rf2rfz.R randomForestSRC/R/var.select.R randomForestSRC/R/predict.rfsrc.R randomForestSRC/R/rfsrc.news.R randomForestSRC/R/cindex.R randomForestSRC/R/impute.rfsrc.R randomForestSRC/R/generic.predict.rfsrc.R randomForestSRC/R/zzz.R randomForestSRC/R/max.subtree.R
randomForestSRC/MD5
randomForestSRC/DESCRIPTION
randomForestSRC/man
randomForestSRC/man/rfsrc.news.Rd randomForestSRC/man/randomForestSRC_package.Rd randomForestSRC/man/wihs.Rd randomForestSRC/man/stat.split.Rd randomForestSRC/man/hd.Rd randomForestSRC/man/rf2rfz.Rd randomForestSRC/man/plot.variable.Rd randomForestSRC/man/plot.competing.risk.Rd randomForestSRC/man/breast.Rd randomForestSRC/man/partial.rfsrc.Rd randomForestSRC/man/max.subtree.Rd randomForestSRC/man/follic.Rd randomForestSRC/man/rfsrcSyn.Rd randomForestSRC/man/rfsrc.Rd randomForestSRC/man/var.select.Rd randomForestSRC/man/vdv.Rd randomForestSRC/man/find.interaction.Rd randomForestSRC/man/predict.rfsrc.Rd randomForestSRC/man/print.rfsrc.Rd randomForestSRC/man/impute.rfsrc.Rd randomForestSRC/man/plot.survival.Rd randomForestSRC/man/vimp.Rd randomForestSRC/man/pbc.Rd randomForestSRC/man/veteran.Rd randomForestSRC/man/plot.rfsrc.Rd randomForestSRC/man/nutrigenomic.Rd

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