Deep Kernel for Genomic and Near Infrared Predictions in Multi-environment Breeding Trials
Kernel methods are flexible and easy to interpret and have been successfully used in genomic-enabled prediction of various plant species. Kernel methods used in genomic prediction comprise the linear genomic best linear unbiased predictor (GBLUP or GB) kernel, and the Gaussian kernel (GK). In genera...
Main Authors: | , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Oxford University Press
2019-09-01
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Series: | G3: Genes, Genomes, Genetics |
Subjects: | |
Online Access: | http://g3journal.org/lookup/doi/10.1534/g3.119.400493 |