Evaluation & Reliability
Data Contamination
Evaluation material, or sufficiently revealing versions of it, enters data used to train or develop the system. A later score can then partly reflect exposure to the test rather than generalization. Contamination is often difficult to establish from a score alone.
Also called: Benchmark contamination
Reviewed
Sources
Member lesson
The definition and sources are public. The complete practical lesson is for members.