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dGAselID (version 1.2)

Genetic Algorithm with Incomplete Dominance for Feature Selection

Description

Feature selection from high dimensional data using a diploid genetic algorithm with Incomplete Dominance for genotype to phenotype mapping and Random Assortment of chromosomes approach to recombination.

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Version

Install

install.packages('dGAselID')

Monthly Downloads

219

Version

1.2

License

MIT + file LICENSE

Maintainer

Nicolae Melita

Last Published

July 10th, 2017

Functions in dGAselID (1.2)

Elitism

Elitism
EmbryonicSelection

EmbryonicSelection
largeSegmentDeletion

largeSegmentDeletion
nonSenseMutation

nonSenseMutation
AnalyzeResults

AnalyzeResults
Crossover

Crossover
dGAselID

dGAselID
frameShiftMutation

frameShiftMutation
RandomAssortment

RandomAssortment
RandomizePop

RandomizePop
pointMutation

pointMutation
splitChromosomes

splitChromosomes
InitialPopulation

InitialPopulation
PlotGenAlg

PlotGenAlg
EvaluationFunction

EvaluationFunction
Individuals

Individuals
transposon

transposon
wholeChromosomeDeletion

wholeChromosomeDeletion