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withinss
was being calculated incorrectly;((data_idx - 1) / data_idx) * squared_difference
ignores the first data point (0/1
) instead of multiplying it by1/2
data_idx
is 1,first_cluster_mean
was being set to the sum of the first two numbers instead of half that sum, and so on for each index. subtracting one fromdata_idx
does the trick.Related to, but does not complete, #124 .