gpboost
Combining Tree-Boosting with Gaussian Process and Mixed Effects Models
Description
An R package that allows for combining tree-boosting with Gaussian process and mixed effects models. It also allows for independently doing tree-boosting as well as inference and prediction for Gaussian process and mixed effects models. See <https://github.com/fabsig/GPBoost> for more information on the software and Sigrist (2022, JMLR) <https://www.jmlr.org/papers/v23/20-322.html> and Sigrist (2023, TPAMI) <doi:10.1109/TPAMI.2022.3168152> for more information on the methodology.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| 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 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| 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 (3 non-OK)
installed package size
installed size is 260.8Mb
sub-directories of 1Mb or more:
libs 259.8Mb
installed package size
installed size is 272.7Mb
sub-directories of 1Mb or more:
libs 271.7Mb
installed package size
installed size is 9.5Mb
sub-directories of 1Mb or more:
libs 8.6Mb
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 260.8Mb
sub-directories of 1Mb or more:
libs 259.8Mb
installed package size
installed size is 272.7Mb
sub-directories of 1Mb or more:
libs 271.7Mb
installed package size
installed size is 9.5Mb
sub-directories of 1Mb or more:
libs 8.6Mb