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 28 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

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  
spatialCovariance  
Computation of Spatial Covariance Matrices for Data on Rectangles
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  
RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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