Ridge regularization — другое название L2 regularization, особенно в статистике. Она penalizes large model weights, чтобы снизить overfitting и улучшить generalization.
Synonym for L~2~ regularization. The term ridge regularization is more frequently used in pure statistics contexts, whereas L~2~ regularization is used more often in machine learning.