Other packages > Find by keyword >

msgl  

Multinomial Sparse Group Lasso
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("msgl", "2.3.9")



Attach the package and use:
library("msgl")
Maintained by
Niels Richard Hansen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-05-24
Latest Update: 2024-01-12
Description:
Multinomial logistic regression with sparse group lasso penalty. Simultaneous feature selection and parameter estimation for classification. Suitable for high dimensional multiclass classification with many classes. The algorithm computes the sparse group lasso penalized maximum likelihood estimate. Use of parallel computing for cross validation and subsampling is supported through the 'foreach' and 'doParallel' packages. Development version is on GitHub, please report package issues on GitHub.
How to cite:
Niels Richard Hansen (2013). msgl: Multinomial Sparse Group Lasso. R package version 2.3.9, https://cran.r-project.org/web/packages/msgl. Accessed 21 Apr. 2025.
Previous versions and publish date:
0.1.05 (2013-11-18 13:51), 0.1.1 (2013-05-24 21:40), 0.1.2 (2013-05-25 23:09), 0.1.3 (2013-05-27 22:45), 0.1.4 (2013-06-01 06:20), 0.1.6 (2013-12-07 21:30), 0.1.7 (2014-02-19 11:32), 2.0.123.0 (2014-03-25 13:22), 2.0.125.0 (2014-03-26 18:08), 2.0.125.1 (2014-11-06 01:05), 2.2.0 (2015-09-19 22:46), 2.2.1 (2016-09-10 19:16), 2.3.0 (2016-09-28 19:35), 2.3.5 (2016-12-29 01:09), 2.3.6 (2017-04-02 19:41), 2.3.7 (2018-10-24 13:50), 2.3.8 (2019-01-04 11:00), 2.3.9 (2019-05-08 10:00)
Other packages that cited msgl R package
View msgl citation profile
Other R packages that msgl depends, imports, suggests or enhances
Downloads during the last 30 days
03/2203/2303/2403/2804/0604/0704/0804/1004/1204/1404/1604/1704/20Downloads for msgl05101520253035TrendBars

Today's Hot Picks in Authors and Packages

bigsparser  
Sparse Matrix Format with Data on Disk
Provide a sparse matrix format with data stored on disk, to be used in both R and C++. This is inte ...
Download / Learn more Package Citations See dependency  
discretecdAlgorithm  
Coordinate-Descent Algorithm for Learning Sparse Discrete Bayesian Networks
Structure learning of Bayesian network using coordinate-descent algorithm. This algorithm is design ...
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  
bssn  
Birnbaum-Saunders Model
It provides the density, distribution function, quantile function, random number generator, reliabil ...
Download / Learn more Package Citations See dependency  
HellCor  
The Hellinger Correlation
Empirical value of the Hellinger correlation, a measure of dependence between two continuous random ...
Download / Learn more Package Citations See dependency  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,099

Publication Badges

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