Novel applications of multitask learning and multiple output regression to multiple genetic trait prediction

Given a set of biallelic molecular markers, such as SNPs, with genotype values encoded numerically on a collection of plant, animal or human samples, the goal of genetic trait prediction is to predict the quantitative trait values by simultaneously modeling all marker effects. Genetic trait predicti...

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Detalles Bibliográficos
Autores principales: He, Dan, Kuhn, David, Parida, Laxmi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Ismb 2016 Proceedings July 8 to July 12, 2016, Orlando, Florida
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4908333/
https://www.ncbi.nlm.nih.gov/pubmed/27307640
http://dx.doi.org/10.1093/bioinformatics/btw249

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4908333/
https://www.ncbi.nlm.nih.gov/pubmed/27307640
http://dx.doi.org/10.1093/bioinformatics/btw249

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