Other packages > Find by keyword >

swa  

Subsampling Winner Algorithm for Classification
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("swa", "0.8.1")



Attach the package and use:
library("swa")
Maintained by
Xingye Qiao
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-10-18
Latest Update: 2017-10-18
Description:
This algorithm conducts variable selection in the classification setting. It repeatedly subsamples variables and runs linear discriminant analysis (LDA) on the subsampled variables. Variables are scored based on the AUC and the t-statistics. Variables then enter a competition and the semi-finalist variables will be evaluated in a final round of LDA classification. The algorithm then outputs a list of variable selected. Qiao, Sun and Fan (2017) <http://people.math.binghamton.edu/qiao/swa.html>.
How to cite:
Xingye Qiao (2017). swa: Subsampling Winner Algorithm for Classification. R package version 0.8.1, https://cran.r-project.org/web/packages/swa. Accessed 04 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited swa R package
View swa citation profile
Other R packages that swa depends, imports, suggests or enhances
Complete documentation for swa
Functions, R codes and Examples using the swa R package
Some associated functions: swa . 
Some associated R codes: Full swa package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sValues  
Measures of Sturdiness of Regression Coefficients
Implements the s-values proposed by Ed. Leamer. It provides a context-minimal approach for sensitivi ...
Download / Learn more Package Citations See dependency  
ggconf  
Simpler Appearance Modification of "ggplot2"
A flexible interface for ggplot2theme potentially saving 50 of your typing. ...
Download / Learn more Package Citations See dependency  
GLMMadaptive  
Generalized Linear Mixed Models using Adaptive Gaussian Quadrature
Fits generalized linear mixed models for a single grouping factor under maximum likelihood approxim ...
Download / Learn more Package Citations See dependency  
epigraphdb  
Interface Package for the 'EpiGraphDB' Platform
The interface package to access data from the 'EpiGraphDB' platform. It p ...
Download / Learn more Package Citations See dependency  
Maintainer: Yi Liu (view profile)
rCMA  
R-to-Java Interface for 'CMA-ES'
Tool for providing access to the Java version 'CMAEvolutionStrategy' of Nikolaus Hansen. 'CMA-ES' i ...
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  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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