Kernel Trick, Support Vector Machine, Svm, Machine Learning, Data Science.
feature vector is infinite dimensional. Yet, computing the kernel is almost trivial. Many machine learning algorithms can be written to only use dot products, and then we can replace the dot products with kernels. By doing so, we don’t have to use the feature vector at all. This means that we can