Machine learning has many applications ... but two of the most common are L1 and L2 regularization: L1 Regularization (Lasso regression): The penalty is the absolute value of the magnitude ...

“Businesses can balance model complexity and generalization to produce reliable, accurate machine-learning solutions,” he says. Regularization techniques such as L1 or L2 discourage ...