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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Bibliografiske detaljer
Main Authors: Mi, Tian, Rajasekaran, Sanguthevar, Merlin, Jerlin Camilus, Gryk, Michael, Schiller, Martin R.
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2012
Fag:
Research Article
Online adgang: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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