static BinaryString[] GetCentroids(List <List <DBSCANElement> > clusterDetails)
{
BinaryString[] centroids = new BinaryString[clusterDetails.Count];
for (int i = 0; i < clusterDetails.Count; i++)
{
BinaryString centroid = clusterDetails[i][0].Value;
double cost = double.MaxValue;
for (int j = 0; j < clusterDetails[i].Count; j++)
{
double tempCost = 0;
for (int k = 0; k < clusterDetails[i].Count; k++)
{
if (j != k)
{
tempCost += MatchingMachine.GetHammingDis(clusterDetails[i][j].Value, clusterDetails[i][k].Value);
}
}
if (tempCost < cost)
{
centroid = clusterDetails[i][j].Value;
cost = tempCost;
}
}
centroids[i] = centroid;
}
return(centroids);
}
public static int Distance(DBSCANElement p1, DBSCANElement p2)
{
return(MatchingMachine.GetHammingDis(p1.Value, p2.Value));
}