private void InitializeClustersByRegions(int clusterNumber, Region[] regions)
{
if (clusterNumber >= regions.Length)
{
throw new ArgumentException("clusterNumber");
}
clusterCenters = new IClusteringCenter <double> [clusterNumber];
for (int i = 0; i < clusterNumber; i++)
{
clusterCenters[i] = new ClusteringCenter(
signs.Select(sign => sign.Calculate(regions[i])).ToArray(),
clusterNumber: i);
regions[i].IsCenter = true;
}
}
private void InitializeClusterCenters(int clusterNumber, int signsLength, Region[] regions)
{
clusterCenters = new IClusteringCenter <double> [clusterNumber];
var startVect = startSignVectorGenerator.GenerateVectors(clusterNumber, signs, regions);
for (int i = 0; i < clusterNumber; i++)
{
if (i >= startVect.Count)
{
clusterCenters[i] = new ClusteringCenter(
startSignVectorGenerator.GenerateVector(signsLength),
clusterNumber: i);
}
else
{
clusterCenters[i] = new ClusteringCenter(
startVect[i],
clusterNumber: i);
}
}
}
