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Iterative random forests to discover predictive and stable high-order interactions

Genomics has revolutionized biology, enabling the interrogation of whole transcriptomes, genome-wide binding sites for proteins, and many other molecular processes. However, individual genomic assays measure elements that interact in vivo as components of larger molecular machines. Understanding how...

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Bibliografiske detaljer
Udgivet i:Proc Natl Acad Sci U S A
Main Authors: Basu, Sumanta, Kumbier, Karl, Brown, James B., Yu, Bin
Format: Artigo
Sprog:Inglês
Udgivet: National Academy of Sciences 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5828575/
https://ncbi.nlm.nih.gov/pubmed/29351989
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1711236115
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