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Glossary: Probability for ML

Overfitting

Also written: in-sample, overfit

Fitting the quirks of the data you have, so results look better on it than they will on new data. Fitting the temperature and checking it on the same 48 messages is an example.

Where the book teaches it

Related terms

Leave-one-outTemperature scaling