Package for regression variable selection with genetic algorithm MOGA-VS

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Description

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

Details

Package: mogavs
Type: Package
Version: 1.0
Date: 2015-06-17
License: GPL-2

Author(s)

Tommi Pajala, Ankur Sinha, Pekka Malo, Timo Kuosmanen Maintainer: Tommi Pajala <tommi.pajala@aalto.fi>

References

Sinha, A., Malo, P. & Kuosmanen, T. (2015) A Multi-objective Exploratory Procedure for Regression Model Selection. Journal of Computational and Grahical 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")