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Achieving High Accuracy Prediction of Minimotifs

The low complexity of minimotif patterns results in a high false-positive prediction rate, hampering protein function prediction. A multi-filter algorithm, trained and tested on a linear regression model, support vector machine model, and neural network model, using a large dataset of verified minim...

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Autors principals: Mi, Tian, Rajasekaran, Sanguthevar, Merlin, Jerlin Camilus, Gryk, Michael, Schiller, Martin R.
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science 2012
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3459956/
https://ncbi.nlm.nih.gov/pubmed/23029121
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0045589
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