Other packages > Find by keyword >

s2net  

The Generalized Semi-Supervised Elastic-Net
View on CRAN: Click here


Download and install s2net package within the R console
Install from CRAN:
install.packages("s2net")

Install from Github:
library("remotes")
install_github("cran/s2net")

Install by package version:
library("remotes")
install_version("s2net", "1.0.7")



Attach the package and use:
library("s2net")
Maintained by
Juan C. Laria
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-13
Latest Update: 2024-03-31
Description:
Implements the generalized semi-supervised elastic-net. This method extends the supervised elastic-net problem, and thus it is a practical solution to the problem of feature selection in semi-supervised contexts. Its mathematical formulation is presented from a general perspective, covering a wide range of models. We focus on linear and logistic responses, but the implementation could be easily extended to other losses in generalized linear models. We develop a flexible and fast implementation, written in 'C++' using 'RcppArmadillo' and integrated into R via 'Rcpp' modules. See Culp, M. 2013 for references on the Joint Trained Elastic-Net.
How to cite:
Juan C. Laria (2020). s2net: The Generalized Semi-Supervised Elastic-Net. R package version 1.0.7, https://cran.r-project.org/web/packages/s2net. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.1 (2020-01-16 14:20), 1.0.4 (2022-06-30 21:20), 1.0 (2020-01-13 18:10)
Other packages that cited s2net R package
View s2net citation profile
Other R packages that s2net depends, imports, suggests or enhances
Complete documentation for s2net
Functions, R codes and Examples using the s2net R package
Some associated functions: data_auto_mpg . predict.s2netR . predict_Rcpp_s2net . print_misc . s2Data . s2Fista . s2Params . s2net-class . s2netR . s2netRcpp-package . simulate_extra . simulate_groups . 
Some associated R codes: args.R . extJT.R . predict_Rcpp_s2net.R . s2Data.R . simulate.R . zzz.R .  Full s2net package functions and examples
Downloads during the last 30 days

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  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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