public static List <Facility> Cluster(string outputFile, double param1, double param2)
{
IClustering fac = new MShift();
// add some properties to particular clustering algorithms
Dictionary <string, object> properties = new Dictionary <string, object>();
properties.Add("boundingBox", BoundingCluster);
properties.Add("PARAM_1", param1);
properties.Add("PARAM_2", param2);
fac.SetProperties(properties);
fac.ComputeClustering(VerticesToCluster);
// save clustering result
List <Facility> facilities = fac.GetFacilities();
// ClusterSolution.SaveClusteringSolution(fac, inputFile, Dialog_SaveCluster.FileName, facilities);
ClusterSolution.SaveClusteringToMeshLab(fac, outputFile, facilities, VerticesToCluster);
return(facilities);
}
private void Main_Cluster_Click(object sender, EventArgs e)
{
//int numberOfClusters = 9;
//Vertex[] extendedVertices = new Vertex[vertices.Length + numberOfClusters];
//for (int i = 0; i < vertices.Length; i++)
//{
// extendedVertices[i] = vertices[i];
//}
//vertices = extendedVertices;
// IClustering fac = new MShift();
// IClustering fac = new KMeans();
// IClustering fac = new CMeans();
IClustering fac = new MShift();
// add some properties to particular clustering algorithms
Dictionary <string, object> properties = new Dictionary <string, object>();
properties.Add("boundingBox", bBoxToCluster);
properties.Add("PARAM_1", double.Parse(TextBox_Param1.Text));
properties.Add("PARAM_2", double.Parse(TextBox_Param2.Text));
// properties.Add("weights", new double[] { 1, 1, 1, 1, 1, 1, 1, 1 });
fac.SetProperties(properties);
// cluster again!
//if ( facilities != null && facilities.Count > 0 )
//{
// Vertex[] ret = new Vertex[facilities.Count];
// int index = -1;
// foreach (Facility f in facilities)
// {
// ret[++index] = new Vertex(vertices[f.VertexIndex].Coords);
// }
// Array.Clear(vertices, 0, vertices.Length);
// vertices = ret;
//}
fac.ComputeClustering(verticesToCluster);
showPoints = false;
// save clustering result
facilities = fac.GetFacilities();
ShowCalculateClusterConvexHull();
CalculateFacilitiesPosition();
Graph.Draw();
if (Dialog_SaveCluster.ShowDialog() == DialogResult.OK)
{
// ClusterSolution.SaveClusteringSolution(fac, inputFile, Dialog_SaveCluster.FileName, facilities);
ClusterSolution.SaveClusteringToMeshLab(fac, Dialog_SaveCluster.FileName, facilities, verticesToCluster);
}
// show debug window
// new Statistics(bBox, fac.GetFacilities(), vertices);
}