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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); "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.
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Package details |
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| Author | Ruzhang Zhao, Pengyu Hong, Jun S. Liu |
| Maintainer | Ruzhang Zhao<ruzhangzhao@gmail.com> |
| License | GPL (>= 2) |
| Version | 0.2.1 |
| URL | https://cran.r-project.org/package=Immigrate https://arxiv.org/abs/1810.02658 https://github.com/RuzhangZhao/Immigrate/ |
| Package repository | View on CRAN |
| Installation |
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