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Classifying pairs with trees for supervised biological network inference

Networks are ubiquitous in biology, and computational approaches have been largely investigated for their inference. In particular, supervised machine learning methods can be used to complete a partially known network by integrating various measurements. Two main supervised frameworks have been prop...

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Bibliographische Detailangaben
Veröffentlicht in:Mol Biosyst
Hauptverfasser: Schrynemackers, Marie, Wehenkel, Louis, Babu, M. Madan, Geurts, Pierre
Format: Artigo
Sprache:Inglês
Veröffentlicht: Royal Society of Chemistry 2015
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4601289/
https://ncbi.nlm.nih.gov/pubmed/26008881
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1039/c5mb00174a
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