On Leakage in Machine Learning Pipelines

Leonard Sasse, Eliana Nicolaisen-Sobesky, Juergen Dukart +9

Machine learning (ML) provides powerful tools for predictive modeling. ML's popularity stems from the promise of sample-level prediction with applications across a variety of field…