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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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Dettagli Bibliografici
Pubblicato in:BMC Syst Biol
Autori principali: Liu, Sheng, Dissanayake, Shamitha, Patel, Sanjay, Dang, Xin, Mlsna, Todd, Chen, Yixin, Wilkins, Dawn
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2014
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Accesso online: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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