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DOME: recommendations for supervised machine learning validation in biology
Nature Methods ( IF 48.0 ) Pub Date : 2021-07-27 , DOI: 10.1038/s41592-021-01205-4
Ian Walsh 1 , Dmytro Fishman 2 , Dario Garcia-Gasulla 3 , Tiina Titma 4 , Gianluca Pollastri 5 , , Jennifer Harrow 6 , Fotis E Psomopoulos 7 , Silvio C E Tosatto 8
Affiliation  

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.

中文翻译:

DOME:生物学中监督机器学习验证的建议

DOME 是一组社区范围的建议,用于报告应用于生物学研究的基于监督机器学习的分析。广泛采纳这些建议将有助于改进机器学习评估和可重复性。
更新日期:2021-07-27
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