Target-oriented prioritization: targeted selection strategy by integrating organismal and molecular...
Target-oriented prioritization: targeted selection strategy by integrating organismal and molecular traits through predictive analytics in breeding
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Publisher
England: BioMed Central Ltd
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Language
English
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Publisher
England: BioMed Central Ltd
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Contents
Genomic prediction in crop breeding is hindered by modeling on limited phenotypic traits. We propose an integrative multi-trait breeding strategy via machine learning algorithm, target-oriented prioritization (TOP). Using a large hybrid maize population, we demonstrate that the accuracy for identifying a candidate that is phenotypically closest to...
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Full title
Target-oriented prioritization: targeted selection strategy by integrating organismal and molecular traits through predictive analytics in breeding
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TN_cdi_doaj_primary_oai_doaj_org_article_6dfa3bfe70d9478ead765137c4b91de6
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_6dfa3bfe70d9478ead765137c4b91de6
Other Identifiers
ISSN
1474-760X,1474-7596
E-ISSN
1474-760X
DOI
10.1186/s13059-022-02650-w
