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); "Simba"(Iterative Search Margin Based Algorithm); "LFE"(Local Feature Extraction Algorithm). This package also performs prediction for the above feature selection methods.

Version: 0.0.1
Depends: R (≥ 3.0.0)
Imports: Rcpp, pROC
LinkingTo: Rcpp
Published: 2018-10-14
Author: Ruzhang Zhao, Pengyu Hong, Jun S. Liu
Maintainer: Ruzhang Zhao <zrz6787 at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: Immigrate results

Downloads:

Reference manual: Immigrate.pdf
Package source: Immigrate_0.0.1.tar.gz
Windows binaries: r-devel: Immigrate_0.0.1.zip, r-release: Immigrate_0.0.1.zip, r-oldrel: Immigrate_0.0.1.zip
OS X binaries: r-release: Immigrate_0.0.1.tgz, r-oldrel: Immigrate_0.0.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=Immigrate to link to this page.