I was looking at the RandomSeedGenerator and, correct me if I am wrong, but it is not really random; rather it does a bunch of bernoulli trials where the points that are in the beginning of your data are always going to have a higher chance of being selected than those near the end.

Maybe that's not a problem since given sufficient iterations kmeans should converge toward a solution. But, I thought I'd point it out in case there is an issue here.

Adil

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