ipred: Improved Predictors

Improved predictive models by indirect classification and bagging for classification, regression and survival problems as well as resampling based estimators of prediction error.

AuthorAndrea Peters [aut], Torsten Hothorn [aut, cre], Brian D. Ripley [ctb], Terry Therneau [ctb], Beth Atkinson [ctb]
Date of publication2015-07-28 13:47:28
MaintainerTorsten Hothorn <Torsten.Hothorn@R-project.org>
LicenseGPL (>= 2)
Version0.9-5

View on R-Forge

Files in this package

ipred/DESCRIPTION
ipred/NAMESPACE
ipred/R
ipred/R/bagging.R ipred/R/bootest.R ipred/R/checkfunArgs.R ipred/R/csurv.R ipred/R/cv.R ipred/R/errorest.R ipred/R/inbagg.R ipred/R/inclass.R ipred/R/ipredbagg.R ipred/R/ipredknn.R ipred/R/irpart.R ipred/R/kfoldcv.R ipred/R/mypredict.lm.R ipred/R/predict.bagging.R ipred/R/predict.inbagg.R ipred/R/predict.inclass.R ipred/R/predict.irpart.R ipred/R/print.R ipred/R/prune.bagging.R ipred/R/rsurv.R ipred/R/sbrier.R ipred/R/slda.R ipred/R/ssubset.R ipred/R/varset.R
ipred/build
ipred/build/vignette.rds
ipred/cleanup
ipred/data
ipred/data/DLBCL.rda
ipred/data/GlaucomaMVF.rda
ipred/data/Smoking.rda
ipred/data/dystrophy.rda
ipred/inst
ipred/inst/COPYRIGHTS
ipred/inst/NEWS
ipred/inst/doc
ipred/inst/doc/ipred-examples.R
ipred/inst/doc/ipred-examples.Rnw
ipred/inst/doc/ipred-examples.pdf
ipred/man
ipred/man/DLBCL.Rd ipred/man/GlaucomaMVF.Rd ipred/man/Smoking.Rd ipred/man/bagging.Rd ipred/man/bootest.Rd ipred/man/control.errorest.Rd ipred/man/cv.Rd ipred/man/dystrophy.Rd ipred/man/errorest.Rd ipred/man/inbagg.Rd ipred/man/inclass.Rd ipred/man/ipred-internal.Rd ipred/man/ipredknn.Rd ipred/man/kfoldcv.Rd ipred/man/mypredict.lm.Rd ipred/man/predict.bagging.Rd ipred/man/predict.inbagg.Rd ipred/man/predict.inclass.Rd ipred/man/predict.ipredknn.Rd ipred/man/predict.slda.Rd ipred/man/print.bagging.Rd ipred/man/print.cvclass.Rd ipred/man/print.inbagg.Rd ipred/man/print.inclass.Rd ipred/man/prune.bagging.Rd ipred/man/rsurv.Rd ipred/man/sbrier.Rd ipred/man/slda.Rd ipred/man/summary.bagging.Rd ipred/man/summary.inbagg.Rd ipred/man/summary.inclass.Rd ipred/man/varset.Rd
ipred/src
ipred/src/SdiffKM.c
ipred/tests
ipred/tests/Examples
ipred/tests/Examples/ipred-Ex.Rout.save
ipred/tests/ipred-bugs.R
ipred/tests/ipred-bugs.Rout.save
ipred/tests/ipred-segfault.R
ipred/tests/ipred-segfault.Rout.save
ipred/tests/ipred-smalltest.R
ipred/tests/ipred-smalltest.Rout.save
ipred/vignettes
ipred/vignettes/ipred-examples.Rnw
ipred/vignettes/ipred.bib

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

All documentation is copyright its authors; we didn't write any of that.