Other packages > Find by keyword >

sisal  

Sequential Input Selection Algorithm
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sisal", "0.49")



Attach the package and use:
library("sisal")
Maintained by
Mikko Korpela
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-10-10
Latest Update: 2024-10-26
Description:
Implements the SISAL algorithm by Tikka and Hollmén. It is a sequential backward selection algorithm which uses a linear model in a cross-validation setting. Starting from the full model, one variable at a time is removed based on the regression coefficients. From this set of models, a parsimonious (sparse) model is found by choosing the model with the smallest number of variables among those models where the validation error is smaller than a threshold. Also implements extensions which explore larger parts of the search space and/or use ridge regression instead of ordinary least squares.
How to cite:
Mikko Korpela (2015). sisal: Sequential Input Selection Algorithm. R package version 0.49, https://cran.r-project.org/web/packages/sisal. Accessed 07 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:05), 0.46 (2015-10-10 15:45), 0.48 (2020-02-15 22:00)
Other packages that cited sisal R package
View sisal citation profile
Other R packages that sisal depends, imports, suggests or enhances
Complete documentation for sisal
Functions, R codes and Examples using the sisal R package
Some associated functions: bootMSE . dynTextGrob . laggedData . plot.sisal . plotSelected.sisal . print.sisal . sisal-package . sisal . sisalData . sisalTable . summary.sisal . testSisal . toy.learn . toy.test . tsToy.learn . tsToy.test . 
Some associated R codes: bootMSE.R . dynTextGrob.R . helpers.R . laggedData.R . plot.sisal.R . plotSelected.R . sisal.R . sisalData.R . sisalTable.R . stripePolygon.R . testSisal.R .  Full sisal package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
enrichwith  
Methods to Enrich R Objects with Extra Components
Provides the "enrich" method to enrich list-like R objects with new, relevant components. The curren ...
Download / Learn more Package Citations See dependency  
BayesESS  
Determining Effective Sample Size
Determines effective sample size of a parametric prior distribution in Bayesian models. For a web-b ...
Download / Learn more Package Citations See dependency  
modelwordcloud  
Model Word Clouds
Makes a word cloud of text, sized by the frequency of the word, and colored either by user-specified ...
Download / Learn more Package Citations See dependency  
bbricks  
Bayesian Methods and Graphical Model Structures for Statistical Modeling
A set of frequently used Bayesian parametric and nonparametric model structures, as well as a set of ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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