Ridge Regression — Glossary

Ridge Regression

Analysis Method

ridge


Definition

Linear regression with L2 regularisation: coefficients are shrunk toward zero, which stabilises fits when features are correlated or numerous.

Examples

Many correlated soil variables predicting yield.

Related terms

Linear Regression Machine Learning Overfitting

All terms