Mathematics, Optimization, Data Science, Machine Learning, Duality.
the original feature space of x₁ and x₂. This is also known as the “kernel trick”. Kernel trick of polynomial expansion of degree d (reference) This trick helps tremendously with training SVM for these transformed features, even when there are infinite numbers of them (such as SVM with the radial