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Impact of QTL number, heritability and reference population size on the benefit of machine learning models over GBLUP in genomic prediction.

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Title: Impact of QTL number, heritability and reference population size on the benefit of machine learning models over GBLUP in genomic prediction.
Authors: Yang J; Animal Breeding and Genomics, Wageningen University & Research, Wageningen, 6700 AH, The Netherlands. jifan.yang@wur.nl., Wientjes YCJ; Animal Breeding and Genomics, Wageningen University & Research, Wageningen, 6700 AH, The Netherlands., Calus MPL; Animal Breeding and Genomics, Wageningen University & Research, Wageningen, 6700 AH, The Netherlands., Duenk P; Animal Breeding and Genomics, Wageningen University & Research, Wageningen, 6700 AH, The Netherlands.
Source: Genetics, selection, evolution : GSE [Genet Sel Evol] 2026 Jul 13. Date of Electronic Publication: 2026 Jul 13.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: France NLM ID: 9114088 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1297-9686 (Electronic) Linking ISSN: 0999193X NLM ISO Abbreviation: Genet Sel Evol Subsets: MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Impact of QTL number, heritability and reference population size on the benefit of machine learning models over GBLUP in genomic prediction.
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  Data: <searchLink fieldCode="AU" term="%22Yang+J%22">Yang J</searchLink>; Animal Breeding and Genomics, Wageningen University & Research, Wageningen, 6700 AH, The Netherlands. jifan.yang@wur.nl.<br /><searchLink fieldCode="AU" term="%22Wientjes+YCJ%22">Wientjes YCJ</searchLink>; Animal Breeding and Genomics, Wageningen University & Research, Wageningen, 6700 AH, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Calus+MPL%22">Calus MPL</searchLink>; Animal Breeding and Genomics, Wageningen University & Research, Wageningen, 6700 AH, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Duenk+P%22">Duenk P</searchLink>; Animal Breeding and Genomics, Wageningen University & Research, Wageningen, 6700 AH, The Netherlands.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>France <i>NLM ID: </i>9114088 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1297-9686 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%220999193X%22">0999193X </searchLink><i>NLM ISO Abbreviation: </i>Genet Sel Evol <i>Subsets: </i>MEDLINE
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      – Type: doi
        Value: 10.1186/s12711-026-01065-6
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      – Code: eng
        Text: English
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      – TitleFull: Impact of QTL number, heritability and reference population size on the benefit of machine learning models over GBLUP in genomic prediction.
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            NameFull: Yang J
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            – D: 13
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              Text: 2026 Jul 13
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              Y: 2026
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