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. 2016 Dec 14;118(5):477–485. doi: 10.1038/hdy.2016.121

Table 1. Comparison of mean R 2 and mean number of significant SNPs across 100 cross-validation runs, calculated for two models and four traits.

Trait R2val
R2train
Number of significant SNPs
  'IBS-M' 'IBD-M × F' 'IBS-M' 'IBD-M × F' 'IBS-M' 'IBD-M × F'
HEA 0.62 0.63 0.85 0.76 80 6
TGW 0.52 0.31 0.77 0.40 74 2
THR 0.78 0.82 0.89 0.86 54 3
GrCol 0.71 0.85 0.93 0.95 80 5
Mean 0.66 0.65 0.86 0.74 72 4

Abbreviations: GrCol, grain colour; HEA, heading; IBD, identical by descent; IBS, identical by state; R2train, model fit of the training set; R2val, prediction ability; SNP, single-nucleotide polymorphism; TGW, thousand grain weight; THR, threshability.

Traits studied: HEA, TGW, THR and GrCo; Models applied: only marker main effects based on IBS (‘IBS-M’) and only marker-by-family effects based on IBD genotypes (‘IBD-M × F’). The last row indicates the mean across traits.