Package: nsga3 0.0.3

nsga3: An Implementation of Non-Dominated Sorting Genetic Algorithm III for Feature Selection

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.

Authors:Artem Shramko

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nsga3.pdf |nsga3.html✨
nsga3/json (API)

# Install 'nsga3' in R:
install.packages('nsga3', repos = c('https://shramkoartem.r-universe.dev', 'https://cloud.r-project.org'))

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This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 scripts 115 downloads 1 exports 50 dependencies

Last updated 6 years agofrom:c2e3364ef4. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 26 2024
R-4.5-winNOTEOct 26 2024
R-4.5-linuxNOTEOct 26 2024
R-4.4-winNOTEOct 26 2024
R-4.4-macNOTEOct 26 2024
R-4.3-winNOTEOct 26 2024
R-4.3-macNOTEOct 26 2024

Exports:nsga3fs

Dependencies:backportsBBmisccheckmateclicolorspacecpp11data.tabledplyrfansifarverfastmatchgenericsggplot2gluegtableigraphisobandjsonlitelabelinglatticelazyevallifecyclemagrittrMASSMatrixmgcvmlrmunsellnlmeparallelMapParamHelperspillarpkgconfigR6RColorBrewerRcppRcppParallelrlangrPrefscalesstringisurvivaltibbletidyselectutf8vctrsviridisLitewithrxgboostXML