The specific type of kernel regression presented in this article is Nadaraya-Watson kernel regression using a radial basis function kernel. The term "kernel regression" by itself is ambiguous because ...

The most common kernel function is the radial basis function (RBF). There are two forms of the RBF function, the gamma and the sigma. There are two ways to train a KRR model, kernel matrix inverse and ...