Machine Learning, Data Science, Statistics, Mathematics, Data.
real number. The dot product always returns a real number too. On the left-hand side, we have the dot product of the transformed feature vectors, which is equal to our 2nd-degree polynomial kernel function. The kernel function here is the polynomial kernel k(a,b) = (a^T * b)² The ultimate benefit