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

nsga3_0.0.3.tar.gz
nsga3_0.0.3.zip(r-4.7-any)nsga3_0.0.3.zip(r-4.6-any)nsga3_0.0.3.zip(r-4.5-any)
nsga3_0.0.3.tgz(r-4.6-any)nsga3_0.0.3.tgz(r-4.5-any)
nsga3_0.0.3.tar.gz(r-4.7-any)nsga3_0.0.3.tar.gz(r-4.6-any)
nsga3_0.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
nsga3/json (API)

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

On CRAN:

Conda:

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 242 downloads 1 exports 45 dependencies

Last updated from:c2e3364ef4. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develNOTE204
source / vignettesOK194
linux-releaseNOTE147
macos-releaseNOTE154
macos-oldrelNOTE97
windows-develNOTE100
windows-releaseNOTE104
windows-oldrelNOTE107
wasm-releaseOK127

Exports:nsga3fs

Dependencies:backportsBBmisccheckmateclicpp11data.tabledplyrfarverfastmatchgenericsggplot2gluegtableigraphisobandjsonlitelabelinglatticelazyevallifecyclemagrittrMatrixmlrparallelMapParamHelperspillarpkgconfigR6RColorBrewerRcppRcppParallelrlangrPrefS7scalesstringisurvivaltibbletidyselectutf8vctrsviridisLitewithrxgboostXML