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Automatic structure classification of small proteins using random forest

BACKGROUND: Random forest, an ensemble based supervised machine learning algorithm, is used to predict the SCOP structural classification for a target structure, based on the similarity of its structural descriptors to those of a template structure with an equal number of secondary structure element...

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Podrobná bibliografie
Hlavní autoři: Jain, Pooja, Hirst, Jonathan D
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2010
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2916923/
https://ncbi.nlm.nih.gov/pubmed/20594334
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-364
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