nsga3
An Implementation of Non-Dominated Sorting Genetic Algorithm III for Feature Selection
v0.0.3
·
Feb 18, 2019
·
GPL-3
Description
An adaptation of Non-dominated Sorting Genetic Algorithm III for multi objective feature selection tasks. Non-dominated Sorting Genetic Algorithm III is a genetic algorithm that solves multiple optimization problems simultaneously by applying a non-dominated sorting technique. It uses a reference points based selection operator to explore solution space and preserve diversity. See the original paper by K. Deb and H. Jain (2014) <DOI:10.1109/TEVC.2013.2281534> for a detailed description.
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| 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 | 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 (14 non-OK)
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r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Artem Shramko <art.shramko@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Artem",
family = "Shramko",
role = c("aut", "cre"),
email = "art.shramko@gmail.com")
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘nsga3-package.Rd’:
\keyword{algorithm,}
\keyword{nsga3,}
\keyword{omptimisation,}
\keyword{optimisation,}
\keyword{preprocessing,}
\keyword{selection,}
\keyword{wrapper,}
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Artem Shramko <art.shramko@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Artem",
family = "Shramko",
role = c("aut", "cre"),
email = "art.shramko@gmail.com")
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘nsga3-package.Rd’:
\keyword{algorithm,}
\keyword{nsga3,}
\keyword{omptimisation,}
\keyword{optimisation,}
\keyword{preprocessing,}
\keyword{selection,}
\keyword{wrapper,}
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespace in Imports field not imported from: ‘xgboost’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespace in Imports field not imported from: ‘xgboost’ All declared Imports should be used.
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
*
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r-release-macos-x86_64
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r-release-windows-x86_64
*
Check History
NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Artem Shramko <art.shramko@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Artem",
family = "Shramko",
role = c("aut", "cre"),
email = "art.shramko@gmail.com")
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘nsga3-package.Rd’:
\keyword{algorithm,}
\keyword{nsga3,}
\keyword{omptimisation,}
\ke
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Artem Shramko <art.shramko@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Artem",
family = "Shramko",
role = c("aut", "cre"),
email = "art.shramko@gmail.com")
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘nsga3-package.Rd’:
\keyword{algorithm,}
\keyword{nsga3,}
\keyword{omptimisation,}
\ke
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespace in Imports field not imported from: ‘xgboost’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespace in Imports field not imported from: ‘xgboost’ All declared Imports should be used.
Dependency Network
Version History
new
0.0.3
Mar 9, 2026