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.
DOME: recommendations for supervised machine learning validation in biology
Del Conte A.;Fariselli P.;Piovesan D.;Tosatto S. C. E.
2021
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.
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