Immigrate: Iterative Max-Min Entropy Margin-Maximization with Interaction Terms for Feature Selection

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.

Version: 0.2.1
Depends: R (≥ 3.0.0)
Imports: Rcpp, pROC, stats
LinkingTo: Rcpp
Published: 2020-05-22
DOI: 10.32614/CRAN.package.Immigrate
Author: Ruzhang Zhao, Pengyu Hong, Jun S. Liu
Maintainer: Ruzhang Zhao <ruzhangzhao at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Materials: README
CRAN checks: Immigrate results


Reference manual: Immigrate.pdf


Package source: Immigrate_0.2.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): Immigrate_0.2.1.tgz, r-oldrel (arm64): Immigrate_0.2.1.tgz, r-release (x86_64): Immigrate_0.2.1.tgz, r-oldrel (x86_64): Immigrate_0.2.1.tgz
Old sources: Immigrate archive


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