Skip to content

Immigrate

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

v0.2.1 · May 22, 2020 · GPL (>= 2)

Description

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.

Downloads

236

Last 30 days

19207th

595

Last 90 days

2.2K

Last year

Trend: +23.6% (30d vs prior 30d)

CRAN Check Status

2 NOTE
12 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ruzhang Zhao<ruzhangzhao@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Ruzhang",
                      family = "Zhao",
                      role = c("aut", "cre"),
                      email = "ruzhangzhao@gmail.com"),
               person(given = "Pengyu",
                      family = "Hong",
                      role = "aut"),
               person(given = c("Jun", "S."),
                      family = "Liu",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ruzhang Zhao<ruzhangzhao@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Ruzhang",
                      family = "Zhao",
                      role = c("aut", "cre"),
                      email = "ruzhangzhao@gmail.com"),
               person(given = "Pengyu",
                      family = "Hong",
                      role = "aut"),
               person(given = c("Jun", "S."),
                      family = "Liu",
                      role = "aut"))
as necessary.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ruzhang Zhao<ruzhangzhao@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Ruzhang",
                      family = "Zhao",
                      role = c("aut", "cre"),
            
...[truncated]...
               person(given = "Pengyu",
                      family = "Hong",
                      role = "aut"),
               person(given = c("Jun", "S."),
                      family = "Liu",
                      role = "aut"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ruzhang Zhao<ruzhangzhao@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Ruzhang",
                      family = "Zhao",
                      role = c("aut", "cre"),
            
...[truncated]...
               person(given = "Pengyu",
                      family = "Hong",
                      role = "aut"),
               person(given = c("Jun", "S."),
                      family = "Liu",
                      role = "aut"))
as necessary.

Dependency Network

Dependencies Reverse dependencies Rcpp pROC Immigrate

Version History

new 0.2.1 Mar 10, 2026
updated 0.2.1 ← 0.1.1 diff May 22, 2020
updated 0.1.1 ← 0.0.2 diff May 17, 2020
updated 0.0.2 ← 0.0.1 diff Jan 20, 2019
new 0.0.1 Oct 13, 2018