# Genetic Algorithm (GA) for Variable Selection from High-Dimensional Data

## Documentation for package ‘gaselect’ version 1.0.22

- DESCRIPTION file.

## Help Pages

evaluate | Evaluate the fitness of variable subsets
evaluate-method | Evaluate the fitness of variable subsets
evaluatorFit | Fit Evaluator
evaluatorLM | LM Evaluator
evaluatorPLS | PLS Evaluator
evaluatorUserFunction | User Defined Evaluator
fitness | Get the fitness of a variable subset
fitnessEvolution | Get the evolution of the fitness
formatSegmentation | Format the raw segmentation list returned from the C++ code into a usable list
formatSegmentation-method | Format the raw segmentation list returned from the C++ code into a usable list
GenAlg | Result of a genetic algorithm run
genAlg | Genetic algorithm for variable subset selection
GenAlg-class | Result of a genetic algorithm run
GenAlgControl | Control class for the genetic algorithm
genAlgControl | Set control arguments for the genetic algorithm
GenAlgControl-class | Control class for the genetic algorithm
GenAlgEvaluator | Evaluator Base Class
GenAlgEvaluator-class | Evaluator Base Class
GenAlgFitEvaluator | Fit Evaluator
GenAlgFitEvaluator-class | Fit Evaluator
GenAlgLMEvaluator | LM Evaluator
GenAlgLMEvaluator-class | LM Evaluator
GenAlgPLSEvaluator | PLS Evaluator
GenAlgPLSEvaluator-class | PLS Evaluator
GenAlgUserEvaluator | User Function Evaluator
GenAlgUserEvaluator-class | User Function Evaluator
getEvalFun | Get the evaluation function from a GenAlgUserEvaluator
getEvalFun-method | Get the evaluation function from a GenAlgUserEvaluator
subsets | Get the found variable subset(s)
toCControlList | Transform the object to a list
toCControlList-method | Transform the object to a list
trueFitnessVal | Get the transformed fitness values
trueFitnessVal-method | Get the transformed fitness values
validData | Check if the data is valid for the evaluator
validData-method | Check if the data is valid for the evaluator