Guiding questions to avoid data leakage in biological machine learning applications
Judith Bernett, David B. Blumenthal, Dominik G. Grimm, Florian Haselbeck, Roman Joeres, Olga V. Kalinina, Markus List
Topics & Concepts
Computer scienceLeakage (economics)Machine learningArtificial intelligenceBiological dataExperimental dataData miningBioinformaticsBiologyEconomicsStatisticsMathematicsMacroeconomicsAdvanced Proteomics Techniques and ApplicationsMass Spectrometry Techniques and ApplicationsMachine Learning and Data Classification