Other packages > Find by keyword >

randomForestExplainer  

Explaining and Visualizing Random Forests in Terms of Variable Importance
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("randomForestExplainer", "0.10.1")



Attach the package and use:
library("randomForestExplainer")
Maintained by
Yue Jiang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-07-15
Latest Update: 2020-07-11
Description:
A set of tools to help explain which variables are most important in a random forests. Various variable importance measures are calculated and visualized in different settings in order to get an idea on how their importance changes depending on our criteria (Hemant Ishwaran and Udaya B. Kogalur and Eiran Z. Gorodeski and Andy J. Minn and Michael S. Lauer (2010) , Leo Breiman (2001) ).
How to cite:
Yue Jiang (2017). randomForestExplainer: Explaining and Visualizing Random Forests in Terms of Variable Importance. R package version 0.10.1, https://cran.r-project.org/web/packages/randomForestExplainer. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:48), 0.9 (2017-07-15 20:42), 0.10.0 (2019-09-18 20:20)
Other packages that cited randomForestExplainer R package
View randomForestExplainer citation profile
Other R packages that randomForestExplainer depends, imports, suggests or enhances
Complete documentation for randomForestExplainer
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  
rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
Download / Learn more Package Citations See dependency  
alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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