public void TestDescriptorAssignmentSimple()
{
ClusteringSimple clustering = new ClusteringSimple(descriptors);
clustering.Clusterize(nClusters, iterationCount, seed);
HelperTestClass.TestDescriptorAssignment(descriptors.Length, clustering.Centroids);
}
public void TestDescriptorAssignmentDivisive()
{
int[] nClusters = new int[] { 10, 10 };
int[] iterationCounts = new int[] { 10, 10 };
ClusteringDivisive clustering = new ClusteringDivisive(descriptors);
clustering.Clusterize(nClusters, iterationCounts, seed);
HelperTestClass.TestDescriptorAssignment(descriptors.Length, clustering.Centroids[clustering.Centroids.Length - 1]);
}
public void VisualizeAgglomerative()
{
int nDescriptors = 100;
int descriptorDimension = 2;
int nDescriptorsDiv5 = nDescriptors / 5;
Descriptor[] descriptors = HelperTestClass.GenerateHierarchicalDescriptors(seed, nDescriptorsDiv5, descriptorDimension);
ClusteringAgglomerative clustering = new ClusteringAgglomerative(descriptors);
clustering.Clusterize();
HelperTestClass.TestDescriptorAssignment(descriptors.Length, clustering.Centroids[0]);
HelperTestClass.VisualizeClustering(clustering.Descriptors, clustering.Centroids[23], windowSize, windowSize);
}
