Other packages > Find by keyword >

inTrees  

Interpret Tree Ensembles
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("inTrees", "1.4")



Attach the package and use:
library("inTrees")
Maintained by
Houtao Deng
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-07-14
Latest Update: 2024-04-23
Description:
For tree ensembles such as random forests, regularized random forests and gradient boosted trees, this package provides functions for: extracting, measuring and pruning rules; selecting a compact rule set; summarizing rules into a learner; calculating frequent variable interactions; formatting rules in latex code. Reference: Interpreting tree ensembles with inTrees (Houtao Deng, 2019, ).
How to cite:
Houtao Deng (2014). inTrees: Interpret Tree Ensembles. R package version 1.4, https://cran.r-project.org/web/packages/inTrees. Accessed 10 Mar. 2026.
Previous versions and publish date:
1.0 (2014-07-14 23:25), 1.1 (2014-07-25 07:42), 1.2 (2018-03-12 06:35), 1.3 (2022-06-01 01:00), 1.4 (2024-04-23 08:10)
Other packages that cited inTrees R package
View inTrees citation profile
Other R packages that inTrees depends, imports, suggests or enhances
Complete documentation for inTrees
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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