Article
Prediction of count phenotypes using high-resolution images and genomic data.
G3 (Bethesda, Md.) - 1 Feb 2021
Kismiantini, Montesinos-López Osval Antonio, Crossa José, Setiawan Ezra Putranda, Wutsqa Dhoriva Urwatul
Abstract excerpt
Genomic selection (GS) is revolutionizing plant breeding since the selection process is done with the help of statistical machine learning methods. A model is trained with a reference population and then it is used for predicting the candidate individuals available in the testing set. However, given that breeding phenotypic values are very noisy, new models must be able to integrate not only genotypic and...
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