Other packages > Find by keyword >

swag  

Sparse Wrapper Algorithm
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("swag", "0.1.0")



Attach the package and use:
library("swag")
Maintained by
Samuel Orso
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-10
Latest Update: 2020-11-10
Description:
An algorithm that trains a meta-learning procedure that combines screening and wrapper methods to find a set of extremely low-dimensional attribute combinations. This package works on top of the 'caret' package and proceeds in a forward-step manner. More specifically, it builds and tests learners starting from very few attributes until it includes a maximal number of attributes by increasing the number of attributes at each step. Hence, for each fixed number of attributes, the algorithm tests various (randomly selected) learners and picks those with the best performance in terms of training error. Throughout, the algorithm uses the information coming from the best learners at the previous step to build and test learners in the following step. In the end, it outputs a set of strong low-dimensional learners.
How to cite:
Samuel Orso (2020). swag: Sparse Wrapper Algorithm. R package version 0.1.0, https://cran.r-project.org/web/packages/swag. Accessed 25 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited swag R package
View swag citation profile
Other R packages that swag depends, imports, suggests or enhances
Complete documentation for swag
Functions, R codes and Examples using the swag R package
Some associated functions: predict.swag . swag . swagControl . 
Some associated R codes: control.R . predict.R . swag.R .  Full swag package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
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  
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  

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