Davit Gogolashvili

Kernel Ridge Regression

This article aims to introduce and clarify kernel ridge regression. To do so, it is necessary to derive a simple formula: the orthogonal projection formula. The reason is that, to understand kernel ridge regression, we need to understand how linear regression works, but the whole theory of linear regression relies on the solution of the…