DOME
ELIXIR Machine Learning Focus Group
2021Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)239 citationsDOIOpen Access PDF
Abstract
DOME is a set of community-wide recommendations for reporting supervised machine learning-based analyses applied to biological studies. Broad adoption of these recommendations will help improve machine learning assessment and reproducibility.
Topics & Concepts
Machine learningComputer scienceArtificial intelligenceSet (abstract data type)Supervised learningData scienceArtificial neural networkProgramming languageCell Image Analysis TechniquesExplainable Artificial Intelligence (XAI)Genetics, Bioinformatics, and Biomedical Research