One doc tagged with "L2 Penalty (Ridge)"

Squared weight penalty shrinking coefficients.

Overfitting, Underfitting, and Regularization

Memorizing noise versus learning generalizable structure, the bias-variance tradeoff, and L1, L2, and Elastic Net regularization.