jpison/GAparsimony: Searching Parsimony Models with Genetic Algorithms

Methodology that combines feature selection, model tuning, and parsimonious model selection with Genetic Algorithms (GA) proposed in {Martinez-de-Pison} (2015) <DOI:10.1016/j.asoc.2015.06.012>. To this objective, a novel GA selection procedure is introduced based on separate cost and complexity evaluations.

Getting started

Package details

AuthorF.J. Martinez-de-Pison <fjmartin@unirioja.es>
MaintainerF.J. Martinez-de-Pison <fjmartin@unirioja.es>
LicenseGPL (>= 2)
Version0.9.5
URL https://github.com/jpison/GAparsimony
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("jpison/GAparsimony")
jpison/GAparsimony documentation built on April 18, 2023, 8:34 p.m.