mogavs-package: Package for regression variable selection with genetic...

Description Details Author(s) References Examples

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 <[email protected]>

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

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

mogavs documentation built on Jan. 27, 2018, 1:02 a.m.