public void TestSpeciateAdd_Euclidean()
{
IRandomSource rng = RandomDefaults.CreateRandomSource(3);
var distanceMetric = new EuclideanDistanceMetric();
var speciationStrategy = new GeneticKMeansSpeciationStrategy <double>(distanceMetric, 50, RandomDefaults.CreateRandomSource());
TestSpeciateAdd(100, 3, 2, 0.5, distanceMetric, speciationStrategy, rng);
TestSpeciateAdd(100, 10, 10, 0.2, distanceMetric, speciationStrategy, rng);
TestSpeciateAdd(100, 30, 10, 0.1, distanceMetric, speciationStrategy, rng);
}
public void TestSpeciateAll_Manhattan()
{
IRandomSource rng = RandomDefaults.CreateRandomSource(0);
var distanceMetric = new ManhattanDistanceMetric();
var speciationStrategy = new GeneticKMeansSpeciationStrategy <double>(distanceMetric, 50, 4);
TestSpeciateAll(100, 3, 2, 0.5, distanceMetric, speciationStrategy, rng);
TestSpeciateAll(100, 10, 10, 0.2, distanceMetric, speciationStrategy, rng);
TestSpeciateAll(100, 30, 10, 0.1, distanceMetric, speciationStrategy, rng);
}
