FeatureTerminatoR

Feature Selection Engine to Remove Features with Minimal Predictive Power

v1.0.0 · Jul 14, 2021 · GPL-3

Description

The aim is to take in data.frame inputs and utilises methods, such as recursive feature engineering, to enable the features to be removed. What this does differently from the other packages, is that it gives you the choice to remove the variables manually, or it automated this process. Feature selection is a concept in machine learning, and statistical pipelines, whereby unimportant, or less predictive variables are eliminated from the analysis, see Boughaci (2018) <doi:10.1007/s40595-018-0107-y>.

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14 NOTE

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	142.6s
r-devel-linux-x86_64-debian-gcc	NOTE	99.1s
r-devel-linux-x86_64-fedora-clang	NOTE	216.3s
r-devel-linux-x86_64-fedora-gcc	NOTE	230.2s
r-devel-macos-arm64	NOTE	39s
r-devel-windows-x86_64	NOTE	140s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	93s
r-oldrel-windows-x86_64	NOTE	180s
r-patched-linux-x86_64	NOTE	136s
r-release-linux-x86_64	NOTE	133.2s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	139s
r-release-windows-x86_64	NOTE	136s

Check details (16 non-OK)

NOTE r-devel-linux-x86_64-debian-clang

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checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-devel-linux-x86_64-fedora-clang

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NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘e1071’ ‘lattice’ ‘randomForest’ ‘tibble’ ‘utils’
  All declared Imports should be used.

NOTE r-devel-linux-x86_64-fedora-gcc

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NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘e1071’ ‘lattice’ ‘randomForest’ ‘tibble’ ‘utils’
  All declared Imports should be used.

NOTE r-devel-macos-arm64

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checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
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checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
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Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

NOTE r-devel-linux-x86_64-debian-clang

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NOTE r-devel-linux-x86_64-debian-gcc

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checkR

NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘e1071’ ‘lattice’ ‘randomForest’ ‘tibble’ ‘utils’
  All declared Imports should be used.

NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘e1071’ ‘lattice’ ‘randomForest’ ‘tibble’ ‘utils’
  All declared Imports should be used.

NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
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NOTE r-oldrel-macos-x86_64

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checkR

Reverse Dependencies (1)

suggests

ConfusionTableR

Dependency Network

Version History

new 1.0.0 Mar 9, 2026

Maintainer

Gary Hutson

Dependencies

Imports

ggplot2 caret tibble dplyr stats utils lattice e1071 randomForest

Suggests

knitr markdown rmarkdown

Compilation

No compilation needed

First Published

Mar 9, 2026

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