CRAN
nsga3 0.0.3
An Implementation of Non-Dominated Sorting Genetic Algorithm III for Feature Selection
Released Feb 18, 2019 by Artem Shramko
This package cannot yet be used with Renjin it depends on other packages which are not available: xgboost 0.81.0.1 and rPref 1.3
Dependencies
rPref 1.3 xgboost 0.81.0.1 parallelMap 1.3 mlr 2.12.1
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)