Machine Learning, Data Science, Statistics, Mathematics, Data.
data set X is represented by an n x n kernel matrix of pairwise similarity comparisons where the entries (i, j) are defined by the kernel function: k(xi, xj). This kernel function has a special mathematical property. The kernel function acts as a modified dot product. We have: Our kernel function