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

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Files in this package

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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