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
Previous versions and publish date:
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
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

trapezoid  
The Trapezoidal Distribution
The trapezoid package provides 'dtrapezoid', 'ptrapezoid', 'qtrapezoid', and 'rtrapezoid' functions ...
Download / Learn more Package Citations See dependency  
gmt  
Interface Between GMT Map-Making Software and R
Interface between the GMT map-making software and R, enabling the user to manipulate geographic dat ...
Download / Learn more Package Citations See dependency  
hydropeak  
Detect and Characterize Sub-Daily Flow Fluctuations
An important environmental impact on running water ecosystems is caused by hydropeaking - the disco ...
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  
EasyDescribe  
A Convenient Way of Descriptive Statistics
Descriptive Statistics is essential for publishing articles. This package can perform descriptive s ...
Download / Learn more Package Citations See dependency  
rankdist  
Distance Based Ranking Models
Implements distance based probability models for ranking data. The supported distance metrics inclu ...
Download / Learn more Package Citations See dependency  

22,187

R Packages

188,753

Dependencies

55,244

Author Associations

22,188

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns