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Fig. 1 | Genetics Selection Evolution

Fig. 1

From: Metabolomic-genomic prediction can improve prediction accuracy of breeding values for malting quality traits in barley

Fig. 1

Training and validation population data resources in cross-validation. GBLUP genomic best linear unbiased prediction, MGBLUP  metabolomics genomic best linear unbiased prediction, GBLUPg  GBLUP with genomic data in validation population, GBLUPgp  GBLUP with genomic and phenotypic data in validation population, MGBLUPg  MGBLUP with genomic data in validation population, MGBLUPgm  MGBLUP with genomic and metabolomic data in validation population, MGBLUPgmp  MGBLUP with genomic, metabolomic and phenotypic data in validation population, Pheno  phenotypic data, Meta  metablomic data, Geno  genomic data

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