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Glossary: ML Basics

Regularization

Also written: L1, L2, penalty

A penalty on large coefficients that keeps a model simpler and guards against overfitting. In logistic regression, C controls it, and smaller C means more regularization.

Where the book teaches it

Related terms

Overfitting