private void RunClusteringAndGraph()
{
if (chartDataSource != null)
{
Cluster cluster;
distanceMetric = DistanceMetric(currentDistanceMatrix);
try
{
clusterResult = ClusterCalculate();
}
catch (InvalidOperationException)
{
MessageBox.Show("Please try again.");
return;
}
/* Executing scatterplot */
foreach (var dataPoint in chartDataSource)
{
cluster = clusterResult.FindCluster(dataPoint.Origin);
if (cluster != null)
{
dataPoint.Group = string.Format("Cluster {0}", cluster.Id);
}
}
chartDataSource = chartDataSource.OrderBy(item => item.Group).ToList();
scatterPlotControl1.BuildScatterPlot(chartDataSource);
}
}
private void outlierDetectionComponent1_DataPointClick(object sender, IdentifiableDataPoint e)
{
//DataPointClick(this, identifiableDataPoint);
dataPointDetailsComponent1.GenerateDetails(e, clusterResult.FindCluster(e).Centroid);
scatterPlotControl1.HighlightPoint(e);
}
