Other packages > Find by keyword >

penalizedSVM  

Feature Selection SVM using Penalty Functions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("penalizedSVM", "1.2.0")



Attach the package and use:
library("penalizedSVM")
Maintained by
Frederic Bertrand
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2009-01-14
Latest Update: 2023-03-23
Description:
Support Vector Machine (SVM) classification with simultaneous feature selection using penalty functions is implemented. The smoothly clipped absolute deviation (SCAD), 'L1-norm', 'Elastic Net' ('L1-norm' and 'L2-norm') and 'Elastic SCAD' (SCAD and 'L2-norm') penalties are available. The tuning parameters can be found using either a fixed grid or a interval search.
How to cite:
Frederic Bertrand (2009). penalizedSVM: Feature Selection SVM using Penalty Functions. R package version 1.2.0, https://cran.r-project.org/web/packages/penalizedSVM. Accessed 07 Aug. 2026.
Previous versions and publish date:
(2026-07-09 06:40), 1.0 (2009-01-14 19:25), 1.1.1 (2018-07-21 19:11), 1.1.2 (2018-07-26 09:42), 1.1.3 (2022-05-11 09:30), 1.1.4 (2023-03-23 16:10), 1.1 (2012-10-29 08:59)
Other packages that cited penalizedSVM R package
View penalizedSVM citation profile
Other R packages that penalizedSVM depends, imports, suggests or enhances
Complete documentation for penalizedSVM
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
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  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
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