Glossary
Synthetic data — Glossary
Artificially generated data used to train or evaluate models when real data are scarce or sensitive.
Full definition
Synthetic data can expand coverage and reduce privacy exposure, but it can also amplify generator biases or leak patterns from real seeds. Validate on real held-out data whenever possible.