nsga3 (0.0.3)

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

http://cran.r-project.org/web/packages/nsga3

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.

Maintainer: Artem Shramko
Author(s): Artem Shramko

License: GPL-3

Uses: mlr, parallelMap, rPref, xgboost, testthat, knitr, rmarkdown

Released 10 months ago.


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