Other packages > Find by keyword >

sparsediscrim  

Sparse and Regularized Discriminant Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sparsediscrim", "0.3.0")



Attach the package and use:
library("sparsediscrim")
Maintained by
Max Kuhn
[Scholar Profile | Author Map]
First Published: 2013-05-25
Latest Update: 2021-07-01
Description:
A collection of sparse and regularized discriminant analysis methods intended for small-sample, high-dimensional data sets. The package features the High-Dimensional Regularized Discriminant Analysis classifier from Ramey et al. (2017) <doi:10.48550/arXiv.1602.01182>. Other classifiers include those from Dudoit et al. (2002) <doi:10.1198/016214502753479248>, Pang et al. (2009) <doi:10.1111/j.1541-0420.2009.01200.x>, and Tong et al. (2012) <doi:10.1093/bioinformatics/btr690>.
How to cite:
Max Kuhn (2013). sparsediscrim: Sparse and Regularized Discriminant Analysis. R package version 0.3.0, https://cran.r-project.org/web/packages/sparsediscrim. Accessed 10 May. 2025.
Previous versions and publish date:
0.1.0 (2013-05-25 20:04), 0.2.3 (2016-06-24 19:14), 0.2.4 (2017-08-14 13:01), 0.2 (2014-03-31 16:34)
Other packages that cited sparsediscrim R package
View sparsediscrim citation profile
Other R packages that sparsediscrim depends, imports, suggests or enhances
Complete documentation for sparsediscrim
Downloads during the last 30 days
04/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/0705/08Downloads for sparsediscrim1020304050607080TrendBars

Today's Hot Picks in Authors and Packages

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  
distreg.vis  
Framework for the Visualization of Distributional Regression Models
Functions for visualizing distributional regression models fitted using the 'gamlss', 'bamlss' or 'b ...
Download / Learn more Package Citations See dependency  
hdpGLM  
Hierarchical Dirichlet Process Generalized Linear Models
Implementation of MCMC algorithms to estimate the Hierarchical Dirichlet Process Generalized Linear ...
Download / Learn more Package Citations See dependency  
specklestar  
Reduction of Speckle Data from BTA 6-m Telescope
A set of functions for obtaining positional parameters and magnitude difference between components o ...
Download / Learn more Package Citations See dependency  
dataprep  
Efficient and Flexible Data Preprocessing Tools
Efficiently and flexibly preprocess data using a set of data filtering, deletion, and interpolation ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,402

Author Associations

24,206

Publication Badges

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