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ranger
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", "0.16.0")
Attach the package and use:
library("ranger")
Maintained by
Marvin N. Wright
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-07-28
Latest Update: 2023-11-12
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 0.16.0, https://cran.r-project.org/web/packages/ranger
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)
Other packages that cited ranger R package
View ranger citation profile
Other R packages that ranger depends,
imports, suggests or enhances
Functions, R codes and Examples using
the ranger R package
Some associated functions: csrf . deforest . getTerminalNodeIDs . holdoutRF . importance.ranger . importance_pvalues . parse.formula . predict.ranger.forest . predict.ranger . predictions.ranger . predictions.ranger.prediction . print.deforest.ranger . print.ranger.forest . print.ranger . print.ranger.prediction . ranger . timepoints.ranger . timepoints.ranger.prediction . treeInfo .
Some associated R codes: RcppExports.R . csrf.R . deforest.R . formula.R . getTerminalNodeIDs.R . holdoutRF.R . importance.R . infinitesimalJackknife.R . predict.R . predictions.R . print.R . ranger.R . timepoints.R . treeInfo.R . utility.R . Full ranger package functions and examples
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