CRAN/E | Immigrate

Immigrate

Iterative Max-Min Entropy Margin-Maximization with Interaction Terms for Feature Selection

Installation

About

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.

cran.r-project.org/package=Immigrate
arxiv.org/abs/1810.02658
github.com/RuzhangZhao/Immigrate/

Key Metrics

Version 0.2.1
R ≥ 3.0.0
Published 2020-05-22 1435 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks Immigrate results

Downloads

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Maintainer

Maintainer

Ruzhang Zha

ruzhangzhao@gmail.com

Authors

Ruzhang Zhao
Pengyu Hong
Jun S. Liu

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

Immigrate archive

Depends

R ≥ 3.0.0

Imports

Rcpp
pROC
stats

LinkingTo

Rcpp