Machine Learning, Artificial Intelligence, Deep Learning, Data Science, Mathematics.
complexity and performance. Geometric Interpretation Geometrically, L1 regularization can be visualized as imposing a constraint on the coefficient space of the model. Imagine the coefficients of a model plotted in a multi-dimensional space. The penalty term in L1 regularization confines these