Other packages > Find by keyword >

randomUniformForest  

Random Uniform Forests for Classification, Regression and Unsupervised Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("randomUniformForest", "1.1.6")



Attach the package and use:
library("randomUniformForest")
Maintained by
Saip Ciss
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-05-29
Latest Update: 2022-06-21
Description:
Ensemble model, for classification, regression and unsupervised learning, based on a forest of unpruned and randomized binary decision trees. Each tree is grown by sampling, with replacement, a set of variables at each node. Each cut-point is generated randomly, according to the continuous Uniform distribution. For each tree, data are either bootstrapped or subsampled. The unsupervised mode introduces clustering, dimension reduction and variable importance, using a three-layer engine. Random Uniform Forests are mainly aimed to lower correlation between trees (or trees residuals), to provide a deep analysis of variable importance and to allow native distributed and incremental learning.
How to cite:
Saip Ciss (2014). randomUniformForest: Random Uniform Forests for Classification, Regression and Unsupervised Learning. R package version 1.1.6, https://cran.r-project.org/web/packages/randomUniformForest. Accessed 06 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:48), 1.0.6 (2014-05-29 15:22), 1.0.8 (2014-09-19 15:00), 1.0.9 (2014-11-07 16:36), 1.1.0 (2014-11-10 11:48), 1.1.1 (2014-12-04 01:02), 1.1.2 (2015-01-06 05:47), 1.1.5 (2015-02-16 21:29)
Other packages that cited randomUniformForest R package
View randomUniformForest citation profile
Other R packages that randomUniformForest depends, imports, suggests or enhances
Complete documentation for randomUniformForest
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
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  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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