public List <PartialMean> ComputePartialMeans()
{
List <PartialMean> partialMeans = new PartialMean[_clustersNum].ToList();
for (int i = 0; i < _clustersNum; i++)
{
List <DataVector> slices = _dataPartition.DataVectors.Where(d => d.Label == i).ToList();
DataVector average = new DataVector(_dataPartition.DataVectors[0].Dimension);
if (slices.Count > 1)
{
average = DataVector.Mean(slices);
}
average.Label = i;
partialMeans[i] = new PartialMean(average, slices.Count);
}
return(partialMeans);
}
private List <PartialMean> ComputePartialMeans()
{
Logger.Log(Level.Verbose, "cluster number " + _clustersNum);
List <PartialMean> partialMeans = new PartialMean[_clustersNum].ToList();
for (int i = 0; i < _clustersNum; i++)
{
List <DataVector> slices = _dataPartition.DataVectors.Where(d => d.Label == i).ToList();
DataVector average = new DataVector(_dataPartition.DataVectors[0].Dimension);
if (slices.Count > 1)
{
average = DataVector.Mean(slices);
}
average.Label = i;
partialMeans[i] = new PartialMean(average, slices.Count);
Logger.Log(Level.Info, "Adding to partial means list: " + partialMeans[i]);
}
return(partialMeans);
}