Tag: Data Leakage
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ISEF Machine Learning: Prevent Data Leakage and Design a Test Set
A practical guide to preventing data leakage in machine-learning projects for science fair research, covering group-aware splitting, pipeline hygiene, and defensible evaluation practices.