Machine Learning, Artificial Intelligence, Deep Learning, Data Science, Mathematics.
Geometric Interpretation From a geometric standpoint, L2 regularization can be visualized as imposing a spherical (or circular in two dimensions) constraint on the coefficient space of the model. This constraint is visualized as a sphere centered at the origin of the coefficient space, with the