private List <Kmeans <PointType> > RecursiveProcessing(Kmeans <PointType> parent,
List <Kmeans <PointType> > register)
{
var children = (from __k in Enumerable.Range(0, _k)
select new Kmeans <PointType>(_k, parent.ClusterPoints.Where(x => x.ClusterIndex == __k).Select(x => x.Point).ToList())).ToList();
foreach (var child in children)
{
child.Calculation(1);
}
var selectedChild = false;
for (var i = 0; i < _k && !selectedChild; i++)
{
var child = children[i];
if (parent.CenterDistDispersion[i] > child.CenterDistDispersion.Sum() &&
child.ClusterPoints.Count > 1)
{
RecursiveProcessing(child, register);
}
else
{
register.Add(child);
}
}
return(register);
}
public Xmeans(List <PointType> points)
{
TopKm = new Kmeans <PointType>(_k, points);
}