Data Science, Kernel Trick, Machine Learning, Machine Learning Theory.
to estimate a function measuring the preference for three different fruits, and we are given a kernel matrix K measuring the relation in between. To build up a function space from K, we can span a function space with as basis, as shown in the figure below. Now, we observe two points: (apple, 7) and