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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Dependencies:backportsBBmisccheckmateclicolorspacecpp11data.tabledplyrfansifarverfastmatchgenericsggplot2gluegtableigraphisobandjsonlitelabelinglatticelazyevallifecyclemagrittrMASSMatrixmgcvmlrmunsellnlmeparallelMapParamHelperspillarpkgconfigR6RColorBrewerRcppRcppParallelrlangrPrefscalesstringisurvivaltibbletidyselectutf8vctrsviridisLitewithrxgboostXML