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POIMs: positional oligomer importance matrices—understanding support vector machine-based signal detectors

Motivation: At the heart of many important bioinformatics problems, such as gene finding and function prediction, is the classification of biological sequences. Frequently the most accurate classifiers are obtained by training support vector machines (SVMs) with complex sequence kernels. However, a...

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Detalles Bibliográficos
Autores principales: Sonnenburg, Sören, Zien, Alexander, Philips, Petra, Rätsch, Gunnar
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2718648/
https://www.ncbi.nlm.nih.gov/pubmed/18586746
http://dx.doi.org/10.1093/bioinformatics/btn170