Lasso Regression — Glossary

lasso

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Definition

Linear regression with L1 regularisation: uninformative coefficients are shrunk exactly to zero, giving built-in feature selection.

Examples

Selecting the few soil metrics that drive biomass.

Related terms

Linear Regression Feature Selection Machine Learning