I thought the graphic was very cute! As an aside, I disagree with at least one of the paths to "tough luck" (in clustering). Trial and error with different #s

I thought the graphic was very cute! As an aside, I disagree with at least one of the paths to "tough luck" (in clustering). Trial and error with different #s of K helps. There is also something called x-means that might be useful.