Skip to content

EPX

Ensemble of Phalanxes

v1.0.4 · Jul 6, 2021 · GPL-3

Description

An ensemble method for the statistical detection of a rare class in two-class classification problems. The method uses an ensemble of classifiers where the constituent models of the ensemble use disjoint subsets (phalanxes) of explanatory variables. We provide an implementation of the phalanx-formation algorithm. Please see Tomal et al. (2015) <doi:10.1214/14-AOAS778>, Tomal et al. (2016) <doi:10.1021/acs.jcim.5b00663>, and Tomal et al. (2019) <arXiv:1706.06971> for more details.

Downloads

CRAN

342

Last 30 days

12418th

801

Last 90 days

3.4K

Last year

Trend: +66% (30d vs prior 30d)

r2u CRAN

24

Last 30 days

115

Last 90 days

394

Last year

Trend: -40% (30d vs prior 30d)

autoCRAN

4

Last 7 days

11

Last 30 days

0

All-time

autoCRAN-only: this name is served only by autoCRAN, so the count is exact.

CRAN Check Status

2 NOTE
11 OK
Show all 13 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-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: ‘Jabed Tomal <jtomal@tru.ca>’

The Description field contains
  <arXiv:1706.06971> for more details.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jabed Tomal <jtomal@tru.ca>’

The Description field contains
  <arXiv:1706.06971> for more details.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

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: ‘Jabed Tomal <jtomal@tru.ca>’

The Description field contains
  <arXiv:1706.06971> for more details.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Jabed Tomal <jtomal@tru.ca>’

The Description field contains
  <arXiv:1706.06971> for more details.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Code

Code metrics have not been computed for this package yet.

Dependency Network

Dependencies Reverse dependencies foreach randomForest doRNG nnet doParallel rngtools EPX

Version History

6 tracked
new 1.0.4 Mar 10, 2026
updated 1.0.4 ← 1.0.3 diff Jul 5, 2021
updated 1.0.3 ← 1.0.2 diff Sep 19, 2020
updated 1.0.2 ← 1.0.1 diff Jul 13, 2020
updated 1.0.1 ← 1.0.0 diff Jul 9, 2020
new 1.0.0 Jul 2, 2020