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Integrating and optimizing genomic, weather, and secondary trait data for multiclass classification

Modern plant breeding programs collect several data types such as weather, images, and secondary or associated traits besides the main trait (e.g., grain yield). Genomic data is high-dimensional and often over-crowds smaller data types when naively combined to explain the response variable. There is...

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Detalles Bibliográficos
Autores principales: Manthena, Vamsi, Jarquín, Diego, Howard, Reka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10090538/
https://www.ncbi.nlm.nih.gov/pubmed/37065625
http://dx.doi.org/10.3389/fgene.2022.1032691