private List <Chromosome> GetBestModelsInList(int numberOfBestChromosomes)
{
EvaluateModels();
return(Chromosomes.OrderByDescending(chromosome => chromosome.Metrics.MicroAccuracy)
.ThenByDescending(chromosome => chromosome.Metrics.MacroAccuracy)
.Take(numberOfBestChromosomes).ToList());
}
/// <summary>
/// Ends the generation.
/// </summary>
/// <param name="chromosomesNumber">Chromosomes number to keep on generation.</param>
public void End(int chromosomesNumber)
{
Chromosomes = Chromosomes.OrderByDescending(c => c.Fitness.Value).ToList();
if (Chromosomes.Count > chromosomesNumber)
{
Chromosomes = Chromosomes.Take(chromosomesNumber).ToList();
}
ElectBestChromosome();
}
// TODO -> This should not be like this
public void SortByFitness()
{
Chromosomes = Chromosomes.OrderByDescending(c => c.Fitness).ToArray();
}
private Chromosome GetBestModelInList()
{
EvaluateModels();
return(Chromosomes.OrderByDescending(chromosome => chromosome.Metrics.MicroAccuracy).ThenByDescending(chromosome => chromosome.Metrics.MicroAccuracy).ToList().First());
}