Performance Comparison of Genomic Best Linear Unbiased Prediction and Four Machine Learning Models for Estimating Genomic Breeding Values in Working Dogs

Joseph A. Thorsrud,Katy M. Evans, Kyle C. Quigley,Krishnamoorthy Srikanth, Heather J. Huson

ANIMALS（2025）

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genomic prediction,breeding values,machine learning models,dog breeding,genetic selection,genomic best linear unbiased prediction,random forest,support vector machine,extreme gradient boosting,multilayer perceptron

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