Plant Genotype to Phenotype Prediction Using Machine Learning

Plant Genotype to Phenotype Prediction Using Machine Learning

Genomic prediction tools support crop breeding based on statistical methods, such as the genomic best linear unbiased prediction (GBLUP). However, these tools are not designed to capture non-linear relationships within multi-dimensional datasets, or deal with high dimension datasets such as imagery...

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Bibliographic Details
Main Authors: Monica F. Danilevicz, Mitchell Gill, Robyn Anderson, Jacqueline Batley, Mohammed Bennamoun, Philipp E. Bayer, David Edwards
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Genetics
Subjects:
machine learning
plant phenotyping
phenotype prediction
plant breeding
big data
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.822173/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2022.822173/full

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