Article
Exploring the potential of incremental feature selection to improve genomic prediction accuracy.
Genetics, selection, evolution : GSE - 9 Nov 2023
Heinrich Felix, Lange Thomas Martin, Kircher Magdalena, Ramzan Faisal, Schmitt Armin Otto, Gültas Mehmet
Abstract excerpt
BACKGROUND: The ever-increasing availability of high-density genomic markers in the form of single nucleotide polymorphisms (SNPs) enables genomic prediction, i.e. the inference of phenotypes based solely on genomic data, in the field of animal and plant breeding, where it has become an important tool. However, given the limited number of individuals, the abundance of variables (SNPs) can reduce the accuracy of...
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