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.

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

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