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Learning accurate and interpretable models based on regularized random forests regression

BACKGROUND: Many biology related research works combine data from multiple sources in an effort to understand the underlying problems. It is important to find and interpret the most important information from these sources. Thus it will be beneficial to have an effective algorithm that can simultane...

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Detalhes bibliográficos
Publicado no:BMC Syst Biol
Main Authors: Liu, Sheng, Dissanayake, Shamitha, Patel, Sanjay, Dang, Xin, Mlsna, Todd, Chen, Yixin, Wilkins, Dawn
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4243592/
https://ncbi.nlm.nih.gov/pubmed/25350120
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-0509-8-S3-S5
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