DOME: recommendations for supervised machine learning validation in biology

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.

Automated summary

DOME is a set of community-wide recommendations for reporting supervised machine learning-based analyses applied to biological studies, with the goal of improving machine learning assessment and reproducibility.