R² (Coefficient of Determination) — Glossary

r2

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Definition

Fraction of outcome variance explained by the model. 1.0 is a perfect fit, 0 means the model is no better than predicting the mean, negative means worse.

Examples

R² = 0.72 on held-out test plots.

Related terms

RMSE (Root Mean Squared Error) Random Forest