Skip to content

bst

Gradient Boosting

v0.3-24 · Jan 6, 2023 · GPL (>= 2)

Description

Functional gradient descent algorithm for a variety of convex and non-convex loss functions, for both classical and robust regression and classification problems. See Wang (2011) <doi:10.2202/1557-4679.1304>, Wang (2012) <doi:10.3414/ME11-02-0020>, Wang (2018) <doi:10.1080/10618600.2018.1424635>, Wang (2018) <doi:10.1214/18-EJS1404>.

Downloads

3.5K

Last 30 days

2181st

12.6K

Last 90 days

54K

Last year

Trend: -29.2% (30d vs prior 30d)

CRAN Check Status

2 NOTE
11 OK
Show all 13 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Zhu Wang <zwang145@uthsc.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Zhu Wang <zwang145@uthsc.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Zhu Wang <zwang145@uthsc.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Zhu Wang <zwang145@uthsc.edu>’

Package CITATION file contains call(s) to old-style personList() or
as.personList().  Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

Reverse Dependencies (3)

imports

suggests

mlr

Dependency Network

Dependencies Reverse dependencies rpart foreach doParallel gbm bujar mpath mlr bst

Version History

18 tracked
new 0.3-24 Mar 10, 2026
updated 0.3-24 ← 0.3-23 diff Jan 5, 2023
updated 0.3-23 ← 0.3-22 diff Nov 8, 2020
updated 0.3-22 ← 0.3-21 diff Oct 18, 2020
updated 0.3-21 ← 0.3-20 diff Jun 1, 2020
updated 0.3-20 ← 0.3-17 diff Apr 30, 2020
updated 0.3-17 ← 0.3-16 diff Feb 26, 2019
updated 0.3-16 ← 0.3-15 diff Jan 15, 2019
updated 0.3-15 ← 0.3-14 diff Jul 22, 2018
updated 0.3-14 ← 0.3-13 diff Sep 20, 2016
updated 0.3-13 ← 0.3-12 diff Feb 27, 2016
updated 0.3-12 ← 0.3-11 diff Jan 3, 2016
updated 0.3-11 ← 0.3-4 diff Dec 18, 2015
updated 0.3-4 ← 0.3-3 diff Jun 23, 2014
updated 0.3-3 ← 0.3-2 diff Sep 11, 2013