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Glossary: Probability for ML

Test set

Also written: test data

Labeled examples kept separate from training and used to measure how well a model works. Because accuracy on it is an average, it has a standard error, and small test sets can't separate similar models.

Where the book teaches it

Related terms

Standard error (SE)Held-out dataLeave-one-out