mogavs-package {mogavs}

Package for regression variable selection with genetic algorithm MOGA-VS

Description

Runs the genetic algorithm MOGA-VS for variable selection on a given data set.

Details

Package:	mogavs
Type:	Package
Version:	1.1.0
Date:	2017-04-11
License:	GPL-2

Author(s)

Tommi Pajala, Ankur Sinha, Pekka Malo, Timo Kuosmanen Maintainer: Tommi Pajala <[e-mail]>

References

Sinha, A., Malo, P. & Kuosmanen, T. (2015) A Multi-objective Exploratory Procedure for Regression Model Selection. Journal of Computational and Graphical Statistics, 24(1). pp. 154-182.

Examples

data(sampleData)
mod <- mogavs(y~.,data=sampleData,maxGenerations=20)
summary(mod)
createAdditionalPlots(mod,epsilonBand=0,kBest=30,"kbest")