Other packages > Find by keyword >

wsrf  

Weighted Subspace Random Forest for Classification
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("wsrf", "1.7.31")



Attach the package and use:
library("wsrf")
Maintained by
He Zhao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-01-08
Latest Update: 2023-01-06
Description:
A parallel implementation of Weighted Subspace Random Forest.The Weighted Subspace Random Forest algorithm was proposed in the International Journal of Data Warehousing and Mining by Baoxun Xu, Joshua Zhexue Huang, Graham Williams, Qiang Wang, and Yunming Ye (2012) <doi:10.4018/jdwm.2012040103>.The algorithm can classify very high-dimensional data with random forests built using small subspaces.A novel variable weighting method is used for variable subspace selection in place of the traditional random variable sampling.This new approach is particularly useful in building models from high-dimensional data.
How to cite:
He Zhao (2014). wsrf: Weighted Subspace Random Forest for Classification. R package version 1.7.31, https://cran.r-project.org/web/packages/wsrf. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.2.523 (2014-01-08 10:32), 1.3.0 (2014-02-09 08:17), 1.4.0 (2014-05-30 09:07), 1.5.0 (2015-05-24 18:56), 1.5.14 (2015-06-09 08:25), 1.5.24 (2015-07-07 13:17), 1.5.29 (2015-10-10 15:43), 1.5.47 (2016-07-11 10:56), 1.6.25 (2016-09-10 18:11), 1.7.0 (2016-10-28 10:51), 1.7.10 (2017-03-28 08:05), 1.7.13 (2017-04-17 15:53), 1.7.17 (2017-09-25 10:47), 1.7.20 (2021-04-24 11:10), 1.7.21 (2021-04-28 14:30), 1.7.22 (2021-10-10 11:50), 1.7.27 (2022-03-13 14:30), 1.7.30 (2023-01-06 17:10), 1.7.31 (2025-12-16 10:30)
Other packages that cited wsrf R package
View wsrf citation profile
Other R packages that wsrf depends, imports, suggests or enhances
Complete documentation for wsrf
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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