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sisal

Overview

Input selection with SISAL, originally developed by Tikka and Hollmén. It is a sequential backward selection algorithm which uses a linear model in a cross-validation setting.

Installation

The latest release version of sisal is installed from CRAN as follows:

install.packages("sisal")

The development version can be installed with devtools (install.packages("devtools")):

devtools::install_github("mvkorpel/sisal")

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Version

Install

install.packages('sisal')

Monthly Downloads

645

Version

0.48

License

GPL (>= 2)

Issues

0

Pull Requests

0

Stars

1

Forks

0

Maintainer

Mikko Korpela

Last Published

February 15th, 2020

Functions in sisal (0.48)

sisal

Sequential Input Selection Algorithm (SISAL)
dynTextGrob

Create Text with Changing Size
toy.test

Toy Data for SISAL (Test Set)
testSisal

Testing the Sequential Input Selection Algorithm
summary.sisal

Summarizing Sequential Input Selection Results
plot.sisal

Plotting Sequential Input Selection Results
laggedData

Create Input Matrix and Output Vector for Time Series Prediction
sisalData

Download External Datasets for SISAL
sisalTable

Draw Table with Equally Sized Cells
tsToy.learn

Toy Time Series Data for SISAL (Learning Set)
tsToy.test

Toy Time Series Data for SISAL (Test Set)
plotSelected.sisal

Plotting Sets of Inputs Produced by Sequential Input Selection
print.sisal

Printing Sequential Input Selection Objects
bootMSE

Bootstrap Estimate of Mean Squared Error Using SISAL Object
toy.learn

Toy Data for SISAL (Learning Set)
sisal-package

sisal: Sequential input selection algorithm