Power K-Means
Data Skeptic
00:00
How Does LLoyd's Algertam Work?
There are many examples of that that stand out from your literature research. I think the most popular variant, would say, is something called camions plus plus. And what that does is it kind of is based on assigning initial centers based on your data set but in a sequential way where they tend to be a little bit far from one another. There's also a lot of very fascinating recent research that takes a look at this idea and simply speeds it up using all sorts of sophisticated methods. So you can initialize it that way, but then you can just ace the lloyds algorithm part with something like power ca means to further improve sensitivity.
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