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 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 |
| Reference manual: | Immigrate.html ,Immigrate.pdf |
| 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 |
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