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

Files in this package

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

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