Package: Immigrate
Title: Iterative Max-Min Entropy Margin-Maximization with Interaction
        Terms for Feature Selection
Version: 0.2.1
Author: Ruzhang Zhao, Pengyu Hong, Jun S. Liu
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.
Maintainer: Ruzhang Zhao<ruzhangzhao@gmail.com>
Depends: R (>= 3.0.0)
License: GPL (>= 2)
URL: https://cran.r-project.org/package=Immigrate,
        https://arxiv.org/abs/1810.02658,
        https://github.com/RuzhangZhao/Immigrate/
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.0.9000
LinkingTo: Rcpp
Imports: Rcpp, pROC, stats
NeedsCompilation: yes
Packaged: 2020-05-22 18:06:48 UTC; zhaoruzhang
Repository: CRAN
Date/Publication: 2020-05-22 22:42:22 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-26 20:11:32 UTC; unix
Archs: Immigrate.so.dSYM
