bst: Gradient Boosting

Functional gradient descent algorithm for a variety of convex and non-convex loss functions, for both classical and robust regression and classification problems.

Install the latest version of this package by entering the following in R:
install.packages("bst")
AuthorZhu Wang [aut, cre], Torsten Hothorn [ctb]
Date of publication2016-09-21 16:05:05
MaintainerZhu Wang <zwang@connecticutchildrens.org>
LicenseGPL (>= 2)
Version0.3-14

View on CRAN

Functions

balanced.folds Man page
bfunc Man page
bst Man page
bst_control Man page
bst-package Man page
bst.sel Man page
coef.bst Man page
cv.bst Man page
cvfolds Man page
cv.mada Man page
cv.mbst Man page
cv.mhingebst Man page
cv.mhingeova Man page
cv.rbst Man page
cv.rmbst Man page
error.bars Man page
evalerr Man page
ex1data Man page
fpartial.bst Man page
fpartial.mbst Man page
fpartial.mhingebst Man page
gaussloss Man page
gaussngra Man page
gradient Man page
hingeloss Man page
hingengra Man page
loss Man page
loss.mbst Man page
loss.mhingebst Man page
mada Man page
mbst Man page
mbst_fit Man page
mhingebst Man page
mhingebst_fit Man page
mhingeova Man page
ngradient Man page
nsel Man page
permute.rows Man page
plot.bst Man page
plotCVbst Man page
predict.bst Man page
predict.mbst Man page
predict.mhingebst Man page
print.bst Man page
print.mbst Man page
print.mhingebst Man page
print.mhingeova Man page
rbst Man page
rbstpath Man page
rmbst Man page

Files

TODO
inst
inst/CITATION
inst/extdata
inst/extdata/supplemental_data
inst/extdata/prostate_mz.txt
inst/extdata/CCD.txt
inst/extdata/CAB.txt
inst/extdata/BPH.txt
inst/extdata/control.txt
inst/doc
inst/doc/mcl.pdf
inst/doc/mcl.R
inst/doc/index.html
inst/doc/pros.R
inst/doc/pros.pdf
inst/doc/cancer.Rnw
inst/doc/khan.R
inst/doc/cancer.pdf
inst/doc/static_cancer.pdf.asis
inst/doc/static_khan.pdf.asis
inst/doc/static_cancer.pdf
inst/doc/static_mcl.pdf
inst/doc/static_mcl.pdf.asis
inst/doc/khan.pdf
inst/doc/static_khan.pdf
inst/doc/cancer.R
inst/doc/khan.Rnw
inst/doc/mcl.Rnw
inst/doc/pros.Rnw
NAMESPACE
NEWS
R
R/fpartial.R R/mada.R R/rbst.R R/mhingeova.R R/mbst.R R/simdata.R R/mhingebst.R R/rmbst.R R/permute.rows.R R/balanced.folds.R R/bst.R
vignettes
vignettes/cancer.Rnw
vignettes/static_cancer.pdf.asis
vignettes/static_khan.pdf.asis
vignettes/static_mcl.pdf.asis
vignettes/bst.bib
vignettes/khan.Rnw
vignettes/mcl.Rnw
vignettes/pros.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
man
man/evalerr.Rd man/bst-internal.Rd man/cv.rmbst.Rd man/bfunc.Rd man/cv.mhingeova.Rd man/cv.mada.Rd man/rbstpath.Rd man/bst_control.Rd man/bst.sel.Rd man/bst.Rd man/cv.rbst.Rd man/cv.mbst.Rd man/nsel.mhingebst.Rd man/mhingebst.Rd man/mada.Rd man/mbst.Rd man/rbst.Rd man/ex1data.Rd man/cv.mhingebst.Rd man/rmbst.Rd man/mhingeova.Rd man/cv.bst.Rd man/bst-package.Rd
cleanup

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

Please suggest features or report bugs with the GitHub issue tracker.

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