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Glossary: NLP with Transformers

Data leakage

Also written: leakage, duplicates between splits

When the same or nearly the same messages appear in both training and validation data, so a model scores well by memory. Nine of 240 validation messages were duplicates of training ones.

Where the book teaches it

Related terms

Validation setTest set