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
Author:	Ruzhang Zhao, Pengyu Hong, Jun S. Liu
Maintainer:	Ruzhang Zhao <ruzhangzhao at gmail.com>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	https://cran.r-project.org/package=Immigrate, https://arxiv.org/abs/1810.02658, https://github.com/RuzhangZhao/Immigrate/
NeedsCompilation:	yes
Materials:	README
CRAN checks:	Immigrate results

Documentation:

Reference manual:

Immigrate.pdf

Downloads:

Package source:	Immigrate_0.2.1.tar.gz
Windows binaries:	r-devel: Immigrate_0.2.1.zip, r-release: Immigrate_0.2.1.zip, r-oldrel: Immigrate_0.2.1.zip
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

Linking:

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