FeatureTerminatoR
Feature Selection Engine to Remove Features with Minimal Predictive Power
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>.
Downloads
311
Last 30 days
12782nd
814
Last 90 days
3.2K
Last year
Trend: +15.6% (30d vs prior 30d)
CRAN Check Status
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 | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-macos-arm64 | NOTE |
| r-devel-windows-x86_64 | NOTE |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | NOTE |
| r-release-linux-x86_64 | NOTE |
| r-release-macos-arm64 | NOTE |
| r-release-macos-x86_64 | NOTE |
| r-release-windows-x86_64 | NOTE |
Check details (16 non-OK)
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
dependencies in R code
Namespaces in Imports field not imported from: ‘e1071’ ‘lattice’ ‘randomForest’ ‘tibble’ ‘utils’ All declared Imports should be used.
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
dependencies in R code
Namespaces in Imports field not imported from: ‘e1071’ ‘lattice’ ‘randomForest’ ‘tibble’ ‘utils’ All declared Imports should be used.
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:26: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:42: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Check History
NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
dependencies in R code
Namespaces in Imports field not imported from: ‘e1071’ ‘lattice’ ‘randomForest’ ‘tibble’ ‘utils’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘e1071’ ‘lattice’ ‘randomForest’ ‘tibble’ ‘utils’ All declared Imports should be used.
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly
Rd files
checkRd: (-1) mutlicol_terminator.Rd:23: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:24: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) mutlicol_terminator.Rd:25: Lost brac
...[truncated]...
43: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:44: Lost braces in \itemize; \value handles \item{}{} directly
checkRd: (-1) rfeTerminator.Rd:45: Lost braces in \itemize; \value handles \item{}{} directly