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Glossary: Probability for ML

Mean squared error

Also written: MSE

The average squared miss between predictions and actual numbers. Minimizing it is the same as maximizing the likelihood of a normal model around the predictions.

Where the book teaches it

Related terms

Negative log-likelihood (NLL)Normal