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ranger

A Fast Implementation of Random Forests

v0.18.0 · Jan 16, 2026 · GPL-3

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.

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CRAN Check Status

2 NOTE
12 OK
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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 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 details (2 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is  8.0Mb
  sub-directories of 1Mb or more:
    libs   7.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  8.1Mb
  sub-directories of 1Mb or more:
    libs   7.8Mb

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is  8.0Mb
  sub-directories of 1Mb or more:
    libs   7.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  8.1Mb
  sub-directories of 1Mb or more:
    libs   7.8Mb

Reverse Dependencies (236)

Dependency Network

Dependencies Reverse dependencies Rcpp Matrix ClassificationEnsembles Iscores LogisticEnsembles OptHoldoutSize PKLMtest RfEmpImp SPARRAfairness causalweight multimedia tuneRanger ADAPTS AmpGram AmyloGram AnimalSequences Boruta +221 more reverse deps ranger

Version History

new 0.18.0 Mar 10, 2026
updated 0.18.0 ← 0.17.0 diff Jan 15, 2026
updated 0.17.0 ← 0.16.0 diff Nov 7, 2024
updated 0.16.0 ← 0.15.1 diff Nov 11, 2023
updated 0.15.1 ← 0.14.1 diff Apr 2, 2023
updated 0.14.1 ← 0.13.1 diff Jun 17, 2022
updated 0.13.1 ← 0.12.1 diff Jul 13, 2021
updated 0.12.1 ← 0.12.0 diff Jan 9, 2020
updated 0.12.0 ← 0.11.2 diff Jan 8, 2020
updated 0.11.2 ← 0.11.1 diff Mar 6, 2019
updated 0.11.1 ← 0.11.0 diff Jan 23, 2019
updated 0.11.0 ← 0.10.1 diff Jan 20, 2019
updated 0.10.1 ← 0.10.0 diff Jun 3, 2018
updated 0.10.0 ← 0.9.0 diff May 28, 2018
updated 0.9.0 ← 0.8.0 diff Jan 8, 2018
updated 0.8.0 ← 0.7.0 diff Jun 19, 2017
updated 0.7.0 ← 0.6.0 diff Mar 30, 2017
updated 0.6.0 ← 0.5.0 diff Oct 6, 2016
updated 0.5.0 ← 0.4.0 diff Jun 23, 2016
updated 0.4.0 ← 0.3.0 diff Apr 6, 2016