Mathematics, Optimization, Data Science, Machine Learning, Duality.
grow, such as when we transform the original features (such as x₁ and x₂) into polynomial expansion of those features (such as x₁², x₂², or x₁x₂). In that case, the dot product of every pair of samples in the transformed feature space can be expressed as a function of their simple dot product in