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

Functions

bagging Man page
bagging.data.frame Man page
bagging.default Man page
bootest Man page
bootest.default Man page
bootest.factor Man page
bootest.integer Man page
bootest.numeric Man page
bootest.Surv Man page
control.errorest Man page
cv Man page
cv.default Man page
cv.factor Man page
cv.integer Man page
cv.numeric Man page
cv.Surv Man page
DLBCL Man page
dystrophy Man page
errorest Man page
errorest.data.frame Man page
errorest.default Man page
getsurv Man page
GlaucomaMVF Man page
inbagg Man page
inbagg.data.frame Man page
inbagg.default Man page
inclass Man page
inclass.data.frame Man page
inclass.default Man page
ipredbagg Man page
ipredbagg.default Man page
ipredbagg.factor Man page
ipredbagg.integer Man page
ipredbagg.numeric Man page
ipredbagg.Surv Man page
ipredknn Man page
kfoldcv Man page
mypredict.lm Man page
predict.classbagg Man page
predict.inbagg Man page
predict.inclass Man page
predict.ipredknn Man page
predict.regbagg Man page
predict.slda Man page
predict.survbagg Man page
print Man page
print.bootestclass Man page
print.bootestreg Man page
print.bootestsurv Man page
print.classbagg Man page
print.cvclass Man page
print.cvreg Man page
print.cvsurv Man page
print.inbagg Man page
print.inclass Man page
print.regbagg Man page
print.summary.bagging Man page
print.summary.inbagg Man page
print.summary.inclass Man page
print.survbagg Man page
prune.classbagg Man page
prune.regbagg Man page
prune.survbagg Man page
rsurv Man page
sbrier Man page
slda Man page
slda.default Man page
slda.factor Man page
slda.formula Man page
Smoking Man page
summary.classbagg Man page
summary.inbagg Man page
summary.inclass Man page
summary.regbagg Man page
summary.survbagg Man page
varset Man page

Files

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.

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