Article
Building a Calibration Set for Genomic Prediction, Characteristics to Be Considered, and Optimization Approaches.
Methods in molecular biology (Clifton, N.J.) - 1 Jan 2022
Rio Simon, Charcosset Alain, Mary-Huard Tristan, Moreau Laurence, Rincent Renaud
Abstract excerpt
The efficiency of genomic selection strongly depends on the prediction accuracy of the genetic merit of candidates. Numerous papers have shown that the composition of the calibration set is a key contributor to prediction accuracy. A poorly defined calibration set can result in low accuracies, whereas an optimized one can considerably increase accuracy compared to random sampling, for a same size. Alternatively,...
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