public static int[] Clusterize(float[][] records, int k, float error = 1e-5f, int maxIter = 10)
{
var distances = new float[k, records.Length];
var labels = new int[records.Length];
var centroidsPrev = KMeansCentroid.RandomPartitioning(records, k);
var centroidsNext = JaggedArray.InitAndCopy(centroidsPrev, k);
var iteration = 0;
float e;
do
{
CalculateDistancesBetweenRecordsAndCentroids(distances, records, centroidsNext);
ComputeLabels(labels, distances, k);
KMeansCentroid.Compute(centroidsNext, records, labels);
e = ComputeError(centroidsPrev, centroidsNext);
JaggedArray.Copy(centroidsNext, centroidsPrev, k);
} while (iteration++ < maxIter && e > error);
return(labels);
}
