Machine Learning, Regularization, Machine Learning Concept, Learning, Learning Journey.
weights (personally, I think that’s why we call them regularizations). Conversely, biases have a relatively modest impact on model complexity, which typically renders the need to penalize them unnecessary. To understand better, let’s look at what weights and biases do. Weights determine the