Linear Regression — Glossary

linear_regression

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Definition

Fits a straight-line relationship between features and a continuous target by minimising squared error. Fast and interpretable, but sensitive to outliers and unable to capture non-linear patterns.

Examples

Biomass ~ rainfall + soil N.

Related terms

Machine Learning R² (Coefficient of Determination) RMSE (Root Mean Squared Error)