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", "1.1.4")



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 1.1.4, https://cran.r-project.org/web/packages/penalizedSVM
Previous versions and publish date:
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 (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
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

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  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

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