Methods & Tools · Definition
Data leakage
Use during model development of information that would not be available when making a real prediction.
Definition
Use during model development of information that would not be available when making a real prediction. Follow the related lesson to see how this term changes a system boundary or decision.
Learn this term in context
Machine learning for bioeconomy systems
Use ML when data support prediction or pattern discovery—and keep domain constraints visible.
REFERENCES
References & further reading
- U.S. Department of Energy (2024). Feedstock-Conversion Interface Consortium: Crosscutting Analysis Research.Open source ↗