README.md

In gaselect: Genetic Algorithm (GA) for Variable Selection from High-Dimensional Data

gaselect R package

This R package implements a genetic algorithm (GA) for variable selection as described in Kepplinger, D., Filzmoser, P., and Varmuza, K. (2017). Variable selection with genetic algorithms using repeated cross-validation of PLS regression models as fitness measure. https://arxiv.org/abs/1711.06695.

Installation

To install the latest release from CRAN, run the following R code in the R console:

install.packages('gaselect')

The most recent stable version as well as the developing version might not yet be available on CRAN. These can be directly installed from github using the devtools package:

# Install the most recent stable version:
install_github('dakep/gaselect')
# Install the (unstable) develop version:
install_github('dakep/gaselect', ref = 'develop')

gaselect documentation built on June 22, 2024, 11:05 a.m.