Machine Learning, Data Science, Statistics, Mathematics, Data.
applying transformations that involve many polynomial combinations of these features will lead to extremely high and impractical computational costs. The kernel trick provides a solution to this problem. The “trick” is that kernel methods represent the data only through a set of pairwise similarity