Machine Learning, Kernel, Hilbert Space, Mercer Theorem.
F is an abstract inner product space which follows two additional properties completeness and separability. Intuitively, by completeness we mean that there are no missing points. For example, the set of rational number is incomplete as (2)^(1/2) is missing from it. Furthermore, a cauchy sequence of