Comparison of Single-Breed and Multi-Breed Training Populations for Infrared Predictions of Novel Phenotypes in Holstein Cows

Comparison of Single-Breed and Multi-Breed Training Populations for Infrared Predictions of Novel Phenotypes in Holstein Cows

In general, Fourier-transform infrared (FTIR) predictions are developed using a single-breed population split into a training and a validation set. However, using populations formed of different breeds is an attractive way to design cross-validation scenarios aimed at increasing prediction for diffi...

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Bibliographic Details
Main Authors: Lucio Flavio Macedo Mota, Sara Pegolo, Toshimi Baba, Gota Morota, Francisco Peñagaricano, Giovanni Bittante, Alessio Cecchinato
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Animals
Subjects:
dual-purpose dairy breed
Fourier-transform infrared
specialized dairy breed
validation strategies
Online Access:https://www.mdpi.com/2076-2615/11/7/1993

Internet

https://www.mdpi.com/2076-2615/11/7/1993

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