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

Maintainer
LicenseGPL (>= 2)
Version0.9.3
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("devtools")
library(devtools)
install_github("jpison/GAparsimony")
jpison/GAparsimony documentation built on May 31, 2018, 12:30 a.m.