Adding value to food chain information: using data on pig welfare and antimicrobial use on-farm to predict meat inspection outcomes

BACKGROUND: Using Food Chain Information data to objectively identify high-risk animals entering abattoirs can represent an important step forward towards improving on-farm animal welfare. We aimed to develop and evaluate the performance of classification models, using Gradient Boosting Machine algo...

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Detalles Bibliográficos
Autores principales: Pessoa, Joana, McAloon, Conor, Rodrigues da Costa, Maria, García Manzanilla, Edgar, Norton, Tomas, Boyle, Laura
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518164/
https://www.ncbi.nlm.nih.gov/pubmed/34649629
http://dx.doi.org/10.1186/s40813-021-00234-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518164/
https://www.ncbi.nlm.nih.gov/pubmed/34649629
http://dx.doi.org/10.1186/s40813-021-00234-x

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