What is data leakage in a modelling context?
- A Information unavailable at prediction time influencing the model during training
- B Sensitive data being exposed
- C Rows lost during a join
- D Memory not being released
Answer
Information unavailable at prediction time influencing the model during training
It produces excellent validation scores and a model that fails in production, and is the most common serious mistake in applied work.





