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.
|Author||Ruzhang Zhao, Pengyu Hong, Jun S. Liu|
|License||GPL (>= 2)|
|URL||https://cran.r-project.org/package=Immigrate https://arxiv.org/abs/1810.02658 https://github.com/RuzhangZhao/Immigrate/|
|Package repository||View on GitHub|
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