Got the results for repeated values up to reasonable snuff.
Custom implemented tree structure to store centroids and partial sums of sub-trees of centroids.
Switched to using CSV formatted logs to export test data characteristics
Decrease compression factor to 100
Add option to record all data assignments for diagnostic use
Switch to using only empirical CDF for testing
Handle repeated points better