Elena M. Avrakham

Prediction of breeding value of holstein offspring from parental ebu using a two-stage ensemble machine learning model

Accelerating genetic progress in dairy cattle breeding requires methods for early prediction of animals’ breeding value. In practice, the mid-parent estimate is commonly used for this purpose, but it does not fully account for differences in parental reliability, inter-trait correlations, and parental compatibility. Th...