Other packages > Find by keyword >

fuzzyforest  

Fuzzy Forests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("fuzzyforest", "1.0.8")



Attach the package and use:
library("fuzzyforest")
Maintained by
Daniel Conn
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-02-18
Latest Update: 2020-03-25
Description:
Fuzzy forests, a new algorithm based on random forests, is designed to reduce the bias seen in random forest feature selection caused by the presence of correlated features. Fuzzy forests uses recursive feature elimination random forests to select features from separate blocks of correlated features where the correlation within each block of features is high and the correlation between blocks of features is low. One final random forest is fit using the surviving features. This package fits random forests using the 'randomForest' package and allows for easy use of 'WGCNA' to split features into distinct blocks. See D. Conn, Ngun, T., C. Ramirez, and G. Li (2019) for further details.
How to cite:
Daniel Conn (2016). fuzzyforest: Fuzzy Forests. R package version 1.0.8, https://cran.r-project.org/web/packages/fuzzyforest. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:40), 1.0.0 (2016-02-18 18:46), 1.0.1 (2016-03-10 00:28), 1.0.2 (2016-06-16 05:28), 1.0.3 (2017-06-11 22:05), 1.0.4 (2017-11-12 23:11), 1.0.5 (2018-02-03 05:16), 1.0.6 (2019-10-27 00:40), 1.0.7 (2020-02-05 16:40)
Other packages that cited fuzzyforest R package
View fuzzyforest citation profile
Other R packages that fuzzyforest depends, imports, suggests or enhances
Complete documentation for fuzzyforest
Functions, R codes and Examples using the fuzzyforest R package
Some associated functions: Liver_Expr . WGCNA_control . ctg . example_ff . ff.formula . ff . fuzzy_forest . fuzzyforest . iterative_RF . modplot . multi_class_lr . predict.fuzzy_forest . print.fuzzy_forest . screen_control . select_RF . select_control . wff.formula . wff . 
Some associated R codes: ff.R . ff_sims.R . fuzzy_forest_obj.R . fuzzyforest.R . onAttach.R . select_RF.R . tuning_parameters.R . wff.R .  Full fuzzyforest package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

spanish  
Translate Quantities from Strings to Integer and Back. Misc Functions on Spanish Data
Character vector to numerical translation in Euros from Spanish spelled monetary quantities. Reverse ...
Download / Learn more Package Citations See dependency  
SGB  
Simplicial Generalized Beta Regression
Main properties and regression procedures using a generalization of the Dirichlet distribution calle ...
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  
exams2learnr  
Interface for 'exams' Exercises in 'learnr' Tutorials
Automatic generation of quizzes or individual questions for 'learnr' tutorials based on 'R/exams' ex ...
Download / Learn more Package Citations See dependency  
usemodels  
Boilerplate Code for 'Tidymodels' Analyses
Code snippets to fit models using the tidymodels framework can be easily created for a given data se ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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