Package: Immigrate 0.2.1

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.

Authors:Ruzhang Zhao, Pengyu Hong, Jun S. Liu

Immigrate_0.2.1.tar.gz
Immigrate_0.2.1.zip(r-4.5)Immigrate_0.2.1.zip(r-4.4)Immigrate_0.2.1.zip(r-4.3)
Immigrate_0.2.1.tgz(r-4.4-arm64)Immigrate_0.2.1.tgz(r-4.4-x86_64)Immigrate_0.2.1.tgz(r-4.3-arm64)Immigrate_0.2.1.tgz(r-4.3-x86_64)
Immigrate_0.2.1.tar.gz(r-4.5-noble)Immigrate_0.2.1.tar.gz(r-4.4-noble)
Immigrate_0.2.1.tgz(r-4.4-emscripten)Immigrate_0.2.1.tgz(r-4.3-emscripten)
Immigrate.pdf |Immigrate.html✨
Immigrate/json (API)

Peer review:

Bug tracker:https://github.com/ruzhangzhao/immigrate/issues

On CRAN:

7 exports 4 stars 1.01 score 3 dependencies 145 downloads

Last updated 4 years agofrom:b86fe759ee

Exports:BIMIM4EImmigrateLFEone.Immigratepred.valuesSimba

Dependencies:plyrpROCRcpp