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); "imIM4E"(imbalance 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. See Zhao et al. (2018) <arXiv:1810.02658> for more details.

Version: 0.0.2
Depends: R (≥ 3.0.0)
Imports: Rcpp, pROC, stats
LinkingTo: Rcpp
Published: 2019-01-21
Author: Ruzhang Zhao, Pengyu Hong, Jun S. Liu
Maintainer: Ruzhang Zhao <zrz6787 at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://CRAN.R-project.org/package=Immigrate, https://github.com/RuzhangZhao/Immigrate/, https://arxiv.org/abs/1810.02658
NeedsCompilation: yes
Materials: README
CRAN checks: Immigrate results

Downloads:

Reference manual: Immigrate.pdf
Package source: Immigrate_0.0.2.tar.gz
Windows binaries: r-devel: Immigrate_0.0.2.zip, r-devel-gcc8: Immigrate_0.0.2.zip, r-release: Immigrate_0.0.2.zip, r-oldrel: Immigrate_0.0.2.zip
OS X binaries: r-release: Immigrate_0.0.2.tgz, r-oldrel: Immigrate_0.0.2.tgz
Old sources: Immigrate archive

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