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) for a detailed description.


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0.0.3 by Artem Shramko, 2 years ago

Browse source code at

Authors: Artem Shramko

Documentation:   PDF Manual  

GPL-3 license

Imports mlr, parallelMap, rPref, xgboost

Suggests testthat, knitr, rmarkdown

See at CRAN