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Immigrate  

Iterative Max-Min Entropy Margin-Maximization with Interaction Terms for Feature Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Immigrate", "0.2.1")



Attach the package and use:
library("Immigrate")
Maintained by
Ruzhang Zhao
[Scholar Profile | Author Map]
First Published: 2018-10-14
Latest Update: 2020-05-22
Description:
Based on large margin principle, this package performs feature selection methods: "IM4E"(Iterative Margin-Maximization under Max-Min Entropy Algorithm); "Immigrate"(Iterative Max-Min Entropy Margin-Maximization with Interaction Terms Algorithm); "BIM"(Boosted version of IMMIGRATE algorithm); "Simba"(Iterative Search Margin Based Algorithm); "LFE"(Local Feature Extraction Algorithm). This package also performs prediction for the above feature selection methods.
How to cite:
Ruzhang Zhao (2018). Immigrate: Iterative Max-Min Entropy Margin-Maximization with Interaction Terms for Feature Selection. R package version 0.2.1, https://cran.r-project.org/web/packages/Immigrate. Accessed 04 Apr. 2025.
Previous versions and publish date:
0.0.1 (2018-10-14 19:20), 0.0.2 (2019-01-21 17:50), 0.1.1 (2020-05-18 06:10)
Other packages that cited Immigrate R package
View Immigrate citation profile
Other R packages that Immigrate depends, imports, suggests or enhances
Complete documentation for Immigrate
Functions, R codes and Examples using the Immigrate R package
Some associated functions: BIM . IM4E . Immigrate . LFE . Simba . one.IM4E . one.Immigrate . park . pred.values . predict.BIM . predict.IM4E . predict.Immigrate . predict.LFE . 
Some associated R codes: BIM.R . IM4E.R . Immigrate.R . LFE.R . RcppExports.R . Simba.R . one.IM4E.R . one.Immigrate.R . one.boost.Immigrate.R . park.R . pred.values.R . predict.BIM.R . predict.IM4E.R . predict.Immigrate.R . predict.LFE.R .  Full Immigrate package functions and examples
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