CRAN/E | nsga3

nsga3

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

Installation

About

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.

Key Metrics

Version 0.0.3
R ≥ 2.10.0
Published 2019-02-18 2060 days ago
Needs compilation? no
License GPL-3
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Maintainer

Maintainer

Artem Shramko

Authors

Artem Shramko

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.10.0

Imports

mlr
parallelMap
rPref
xgboost

Suggests

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