Re: How Many Iterations to Pick Best K-Cluster?
Different problem If you start with different initial centroids you get different results. If you run it enough you can materially change Ein and Eout because of a better centroid result.
By itself K-means clustering doesn't guarantee an optimal result although it reaches a stable result quickly (especially with so few data points).
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