Machine Learning, Data Science, Statistics, Mathematics, Data.
the bottom equation, we replace the dot product of the transformed vectors with the kernel function. Remember, our data is only linearly separable as the vectors ϕ(x) in the higher dimensional space, and we are finding the optimal separating hyperplane in this higher dimensional space without