private void clustering_button_Click(object sender, EventArgs e)
{
ArrayList LowerBorders = new ArrayList();
LowerBorders.Add(0.0);
LowerBorders.Add(0.0);
ArrayList UpperBorders = new ArrayList();
UpperBorders.Add((double)pictureBox.Width);
UpperBorders.Add((double)pictureBox.Height);
ClusteringForm form = new ClusteringForm(points, LowerBorders, UpperBorders);
form.ShowDialog();
if (form.isClustered)
{
if (form.isHierarchicalClustering)
{
isHierarchicalClustering = true;
isFuzzyClustering = false;
dendrogram = form.getDendrogram();
DendrogramForm dendrogram_form = new DendrogramForm(dendrogram);
dendrogram_form.Show();
}
else if (form.isFuzzyClustering)
{
isHierarchicalClustering = false;
isFuzzyClustering = true;
MembershipMatrix = form.getMemebershipMatrix();
ColorizeFuzzyClusters();
}
else
{
isHierarchicalClustering = false;
isFuzzyClustering = false;
points = form.getPoints();
ColorizeClusters();
}
}
}
private void Cluster_button_Click(object sender, EventArgs e)
{
isFuzzyClustering = false;
isHierarchicalClustering = false;
for (int i = 0; i < points.Count; i++)
{
((Point)points[i]).cluster_numbers.Clear();
}
if (LikeClassInfo_rb.Checked)
{
GenerationTypes form = new GenerationTypes();
form.ShowDialog();
if (form.isForHierarchicalClustering)
{
isHierarchicalClustering = true;
dendrogram = CreateClassesDendrogram();
}
else if (form.isForFuzzyClustering)
{
isFuzzyClustering = true;
CreateClassesMembershipMatrix();
}
else
{
for (int i = 0; i < points.Count; i++)
{
((Point)points[i]).cluster_numbers.Add((int)((ArrayList)ClassInfo[i])[0]);
}
}
}
else if (ClusteringAlgorithms_rb.Checked)
{
ClusteringForm form = new ClusteringForm(points, LowerBorders, UpperBorders, true);
form.ShowDialog();
if (form.isHierarchicalClustering)
{
isHierarchicalClustering = true;
dendrogram = form.getDendrogram();
}
else if (form.isFuzzyClustering)
{
isFuzzyClustering = true;
MembershipMatrix = form.getMemebershipMatrix();
}
else
{
points = form.getPoints();
}
}
else if (Random_rb.Checked)
{
GenerationTypes form = new GenerationTypes();
form.ShowDialog();
if (form.isWithoutNoise)
{
CreateRandomClustersWithoutNoise();
}
else if (form.isWithNoise)
{
CreateRandomClustersWithNoise();
}
else if (form.isForHierarchicalClustering)
{
isHierarchicalClustering = true;
CreateRandomDendrogram();
}
else if (form.isForFuzzyClustering)
{
isFuzzyClustering = true;
CreateRandomMembershipMatrix();
}
}
isClustered = true;
Close();
}
