Other packages > Find by keyword >

ranger  

A Fast Implementation of Random Forests
View on CRAN: Click here


Download and install ranger package within the R console
Install from CRAN:
install.packages("ranger")

Install from Github:
library("remotes")
install_github("cran/ranger")

Install by package version:
library("remotes")
install_version("ranger", "0.18.0")



Attach the package and use:
library("ranger")
Maintained by
Marvin N. Wright
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-07-28
Latest Update: 2024-11-08
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.
How to cite:
Marvin N. Wright (2015). ranger: A Fast Implementation of Random Forests. R package version 0.18.0, https://cran.r-project.org/web/packages/ranger. Accessed 09 Sep. 2026.
Previous versions and publish date:
(2026-07-09 06:48), 0.2.6 (2015-07-28 22:59), 0.2.7 (2015-07-29 10:44), 0.3.0 (2015-11-10 18:15), 0.4.0 (2016-04-07 18:27), 0.5.0 (2016-06-24 09:53), 0.6.0 (2016-10-07 18:10), 0.7.0 (2017-03-31 18:19), 0.8.0 (2017-06-20 17:36), 0.9.0 (2018-01-09 16:08), 0.10.0 (2018-05-29 18:28), 0.10.1 (2018-06-04 11:27), 0.11.0 (2019-01-21 14:10), 0.11.1 (2019-01-24 14:50), 0.11.2 (2019-03-07 15:10), 0.12.0 (2020-01-09 19:30), 0.12.1 (2020-01-10 18:50), 0.13.1 (2021-07-14 13:20), 0.14.1 (2022-06-18 15:30), 0.15.1 (2023-04-03 11:20), 0.16.0 (2023-11-12 21:13), 0.17.0 (2024-11-08 08:40)
Other packages that cited ranger R package
View ranger citation profile
Other R packages that ranger depends, imports, suggests or enhances
Complete documentation for ranger
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

febr  
Data Repository of the Brazilian Soil
Utilities to access and process data from the Data Repository of the Brazilian Soil ...
Download / Learn more Package Citations See dependency  
adea  
Alternate DEA Package
The meaning of adea is "alternate DEA". This package is devoted to provide the alternative method of ...
Download / Learn more Package Citations See dependency  
slackr  
Send Messages, Images, R Objects and Files to 'Slack' Channels/Users
'Slack' <https://slack.com/> provides a service ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
FixedPoint  
Algorithms for Finding Fixed Point Vectors of Functions
For functions that take and return vectors (or scalars), this package provides 8 algorithms for find ...
Download / Learn more Package Citations See dependency  
CenBAR  
Broken Adaptive Ridge AFT Model with Censored Data
Broken adaptive ridge estimator for censored data is used to select variables and estimate their co ...
Download / Learn more Package Citations See dependency  

28,480

R Packages

239,283

Dependencies

75,476

Author Associations

28,481

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA