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f)(x) = λ · (f(x)), then it is a vector space over F. Definition Definition 2.1. Given a set X, we will say that H is a reproducing kernel Hilbert space(RKHS) on X over F, provided that: (i) H is a vector vector space, (ii) H is endowed with an inner product, h, i, making it into a Hilbert space,