mGene: Accurate SVM-based gene finding with an application to nematode genomes

We present a highly accurate gene-prediction system for eukaryotic genomes, called mGene. It combines in an unprecedented manner the flexibility of generalized hidden Markov models (gHMMs) with the predictive power of modern machine learning methods, such as Support Vector Machines (SVMs). Its excel...

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Detalhes bibliográficos
Main Authors: Schweikert, Gabriele, Zien, Alexander, Zeller, Georg, Behr, Jonas, Dieterich, Christoph, Ong, Cheng Soon, Philips, Petra, De Bona, Fabio, Hartmann, Lisa, Bohlen, Anja, Krüger, Nina, Sonnenburg, Sören, Rätsch, Gunnar
Formato: Artigo
Idioma:Inglês
Publicado em: Cold Spring Harbor Laboratory Press 2009
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2775605/
https://ncbi.nlm.nih.gov/pubmed/19564452
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1101/gr.090597.108
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