Re: K-means clustering for RBF centers
Quick but very incomplete answer: by disregarding the labels, we don't have to charge for looking at the data. That is, we aren't snooping. This greatly reduces the dimensionality of the hypothesis set that we might ultimately formulate an answer from later. But I think there are other reasons, and I have to rush to cover an obligation.
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