Linear Regression, Kernel Trick, and Linear-Kernel.

Sometimes the kernel trick is useless.

Unless otherwise noted, all images are by the author

In this post, I want to show an interesting result that was not obvious to me at first, which is the following:

Linear regression and linear-kernel ridge regression with no regularization are equivalent.