Machine Learning, Data Science, Statistics, Mathematics, Data.
function is equal to the dot product of the transformed vectors by considering that each coordinate of the transformed vector ϕ(x) is just some function of the coordinates in the corresponding lower dimensional vector x. For example, the kernel trick for the 2nd-degree polynomial is illustrated