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 17 Jun. 2026.
Previous versions and publish date:
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

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  
milorGWAS  
Mixed Logistic Regression for Genome-Wide Analysis Studies (GWAS)
Fast approximate methods for mixed logistic regression in genome-wide analysis studies (GWAS). Milet ...
Download / Learn more Package Citations See dependency  
icesSD  
Stock Database Web Services
R interface to access the web services of the ICES Stock Database . ...
Download / Learn more Package Citations See dependency  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  
conformalInference.multi  
Conformal Inference Tools for Regression with Multivariate Response
It computes full conformal, split conformal and multi split conformal prediction regions when the r ...
Download / Learn more Package Citations See dependency  

27,483

R Packages

236,180

Dependencies

73,054

Author Associations

27,484

Publication Badges

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