Description
A fast implementation of Random Forests, particularly suited for high dimensional data. Ensembles of classification, regression, survival and probability prediction trees are supported. Data from genome-wide association studies can be analyzed efficiently. In addition to data frames, datasets of class 'gwaa.data' (R package 'GenABEL') and 'dgCMatrix' (R package 'Matrix') can be directly analyzed.
Downloads
55.9K
Last 30 days
470th
196.2K
Last 90 days
1M
Last year
Trend: -20.9% (30d vs prior 30d)
9.3K
Last 30 days
12.5K
Last 90 days
19.2K
Last year
Trend: +288.1% (30d vs prior 30d)
3
Last 7 days
19
Last 30 days
0
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
1.7K
Last 30 days
5.4K
Last 90 days
21.7K
Last year
Trend: -4.7% (30d vs prior 30d)
CRAN Check Status
Show all 13 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-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 History
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 19, 2026
WARNING 12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE Jun 17, 2026
for unstated dependencies in ‘tests’
Warning: unable to access index for repository https://bioconductor.org/packages/3.22/bioc/src/contrib: cannot open URL 'https://bioconductor.org/packages/3.22/bioc/src/contrib/PACKAGES' Warning: unable to access index for repository https://biocon ...[truncated]... 2/data/annotation/src/contrib/PACKAGES' Warning: unable to access index for repository https://bioconductor.org/packages/3.22/data/experiment/src/contrib: cannot open URL 'https://bioconductor.org/packages/3.22/data/experiment/src/contrib/PACKAGES'
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
libs 7.7Mb
installed package size
installed size is 8.1Mb
sub-directories of 1Mb or more:
libs 7.8Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/ranger.Rcheck/00install.out' for details.
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
libs 7.7Mb
installed package size
installed size is 8.1Mb
sub-directories of 1Mb or more:
libs 7.8Mb
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
installed package size
installed size is 8.0Mb
sub-directories of 1Mb or more:
libs 7.7Mb
installed package size
installed size is 8.1Mb
sub-directories of 1Mb or more:
libs 7.8Mb
Code
Structure
Lines of code
20,993
Files
117
Compiled share
59%
Has compiled src
Yes
Language breakdown
API
Exported functions
11
Internal functions
32
Recent export changes
Testing & CI
Has tests
Yes
Test-to-code ratio
1.27
testthat edition
–
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
100%
\dontrun example ratio
0%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
0%
Unsafe pattern score
3
Dep constraint coverage
50%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
3.1
System requirements
–
C++ standard
–
License
GPL-3
License flags
SPDX valid, OSI approved
History
Versions
22
First release
2015-07-28
Latest release
2026-01-16
Avg cadence
149 days
Cold removal rate
100%
Dep drift
1
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.