Machine Learning, Regularization, Machine Learning Concept, Learning, Learning Journey.
impose a penalty on large weights in our models? How do large coefficients equate to increased model complexity? While there are many combinations that can minimize the loss function, not all are equally good for generalization. Large coefficients tend to amplify both the useful information