Refnd: Preventing Data Leakage in Relational Datasets

Anthony Lavertu, Jacob Cote, Jacques Corbeil +2

Machine learning models trained on biochemical data are routinely evaluated using splits that fail to account for relational structure, causing information leakage and over-optimis…