MSE (Mean Squared Error) — Glossary

mse

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Definition

Average of squared prediction errors. Lower is better; squaring emphasises outliers. RMSE is its square root in target units.

Examples

MSE reported per cross-validation split.

Related terms

RMSE (Root Mean Squared Error) MAE (Mean Absolute Error)