xgboost
Extreme Gradient Boosting
Description
Extreme Gradient Boosting, which is an efficient implementation of the gradient boosting framework from Chen & Guestrin (2016) <doi:10.1145/2939672.2939785>. This package is its R interface. The package includes efficient linear model solver and tree learning algorithms. The package can automatically do parallel computation on a single machine which could be more than 10 times faster than existing gradient boosting packages. It supports various objective functions, including regression, classification and ranking. The package is made to be extensible, so that users are also allowed to define their own objectives easily.
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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 (6 non-OK)
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 103.1Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 101.3Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 108.5Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 106.6Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 10.4Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 8.6Mb
Check History
NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 18, 2026
installed package size
installed size is 103.1Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 101.3Mb
installed package size
installed size is 108.5Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 106.6Mb
installed package size
installed size is 10.4Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 8.6Mb
WARNING 10 OK · 3 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
whether package can be installed
Found the following significant warnings: src/data/../data/sparse_page_source.h:391:9: warning: ignoring return value of function declared with 'nodiscard' attribute [-Wunused-result] src/data/sparse_page_source.h:391:9: warning: ignoring return ...[truncated]... ils. * used C compiler: ‘clang version 22.1.0 (https://github.com/llvm/llvm-project 4434dabb69916856b824f68a64b029c67175e532)’ * used C++ compiler: ‘clang version 22.1.0 (https://github.com/llvm/llvm-project 4434dabb69916856b824f68a64b029c67175e532)’
installed package size
installed size is 103.1Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 101.3Mb
installed package size
installed size is 108.4Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 106.6Mb
installed package size
installed size is 10.4Mb
sub-directories of 1Mb or more:
doc 1.1Mb
libs 8.6Mb