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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| Flavor | Status |
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| 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-macos-arm64 | 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 |
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r-devel-linux-x86_64-debian-clang
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Maintainer: ‘Waley W. J. Liang <wliang10@gmail.com>’
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Maintainer: ‘Waley W. J. Liang <wliang10@gmail.com>’
No Authors@R field in DESCRIPTION.
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Authors@R: person(given = c("Waley", "W.", "J."),
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
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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.