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Questions that seek a conceptual or non-mathematical understanding of statistics.

214 votes

How to intuitively explain what a kernel is?

Kernel is a way of computing the dot product of two vectors $\mathbf x$ and $\mathbf y$ in some (possibly very high dimensional) feature space, which is why kernel functions are sometimes called "gene …
Alexey Grigorev's user avatar