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FSInteract
View on CRAN: Click
here
Download and install FSInteract package within the R console
Install from CRAN:
install.packages("FSInteract")
Install from Github:
library("remotes")
install_github("cran/FSInteract") Install by package version:
library("remotes")
install_version("FSInteract", "0.1.2") Attach the package and use:
library("FSInteract")
Maintained by
Rajen D. Shah
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-05-15
Latest Update: 2017-04-03
Description:
Performs fast detection of interactions in large-scale data using the
method of random intersection trees introduced in
Shah, R. D. and Meinshausen, N. (2014) .
The algorithm finds potentially high-order interactions in high-dimensional binary
two-class classification data, without requiring lower order interactions
to be informative. The search is particularly fast when the matrices of
predictors are sparse. It can also be used to perform market basket analysis
when supplied with a single binary data matrix. Here it will find collections
of columns which for many rows contain all 1's.
How to cite:
Rajen D. Shah (2015). FSInteract: Fast Searches for Interactions. R package version 0.1.2, https://cran.r-project.org/web/packages/FSInteract. Accessed 16 Jul. 2026.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for FSInteract
Functions, R codes and Examples using
the FSInteract R package
Some associated functions: RIT .
Some associated R codes: RIT.R . RcppExports.R . Full FSInteract package functions and examples
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