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gbts

Hyperparameter Search for Gradient Boosted Trees

v1.2.0 · Feb 27, 2017 · GPL (>= 2) | file LICENSE

Description

An implementation of hyperparameter optimization for Gradient Boosted Trees on binary classification and regression problems. The current version provides two optimization methods: Bayesian optimization and random search. Instead of giving the single best model, the final output is an ensemble of Gradient Boosted Trees constructed via the method of ensemble selection.

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CRAN incoming feasibility

Maintainer: ‘Waley W. J. Liang <wliang10@gmail.com>’

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  Authors@R: person(given = c("Waley", "W.", "J."),
                    family = "Liang",
                    role = c("aut", "cre"),
                    email = "wliang10@gmail.com")
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NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Waley W. J. Liang <wliang10@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Waley", "W.", "J."),
                    family = "Liang",
                    role = c("aut", "cre"),
                    email = "wliang10@gmail.com")
as necessary.

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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: ‘Waley W. J. Liang <wliang10@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Waley", "W.", "J."),
                    family = "Liang",
                    role = c("aut", "cre"),
                    email = "wliang10@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Waley W. J. Liang <wliang10@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Waley", "W.", "J."),
                    family = "Liang",
                    role = c("aut", "cre"),
                    email = "wliang10@gmail.com")
as necessary.

Dependency Network

Dependencies Reverse dependencies doParallel doRNG foreach gbm earth gbts

Version History

new 1.2.0 Mar 10, 2026
updated 1.2.0 ← 1.0.1 diff Feb 26, 2017
updated 1.0.1 ← 1.0.0 diff Oct 16, 2016
new 1.0.0 Oct 7, 2016