public static Dictionary <List <double>, List <double> > MakeClusters(List <List <double> > points, List <List <double> > clusterCenters)
{
Dictionary <List <double>, List <double> > distancesToClusterCenters = AlgorithmsUtils.CalculateDistancesToClusterCenters(points, clusterCenters);
Dictionary <List <double>, List <double> > clusters = new Dictionary <List <double>, List <double> >();
foreach (KeyValuePair <List <double>, List <double> > distanceToClusterCenter in distancesToClusterCenters)
{
int clusterNumber = ListUtils.GetMinIndex(distanceToClusterCenter.Value);
clusters.Add(distanceToClusterCenter.Key, clusterCenters[clusterNumber]);
}
return(clusters);
}
