Boosted trees to predict pneumonia, growth, and meat percentage of growing-finishing pigs1.

Mollenhorst, Herman; Ducro, Bart J; De Greef, Karel H; Hulsegge, Ina; Kamphuis, Claudia

Mollenhorst, Herman; Ducro, Bart J; De Greef, Karel H; Hulsegge, Ina; Kamphuis, Claudia.

Affiliation

Mollenhorst H; Wageningen University and Research, Animal Breeding and Genomics, 6700 AH Wageningen, the Netherlands.
Ducro BJ; Wageningen University and Research, Animal Breeding and Genomics, 6700 AH Wageningen, the Netherlands.
De Greef KH; Wageningen University and Research, Animal Breeding and Genomics, 6700 AH Wageningen, the Netherlands.
Hulsegge I; Wageningen University and Research, Animal Breeding and Genomics, 6700 AH Wageningen, the Netherlands.
Kamphuis C; Wageningen University and Research, Animal Breeding and Genomics, 6700 AH Wageningen, the Netherlands.

J Anim Sci ; 97(10): 4152-4159, 2019 Oct 03.

Article in En | MEDLINE | ID: mdl-31504579

Subject(s)

Animal Feed/analysis; Housing, Animal/standards; Pneumonia/veterinary; Red Meat/analysis; Swine Diseases/prevention & control; Animal Husbandry; Animals; Body Composition; Environment; Female; Machine Learning; Male; Pneumonia/prevention & control; Swine; Trees

Key words

boosted trees; growth; machine learning; pig production; pneumonia

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Pneumonia / Swine Diseases / Red Meat / Housing, Animal / Animal Feed Type of study: Prognostic_studies / Risk_factors_studies Limits: Animals Language: En Journal: J Anim Sci Year: 2019 Document type: Article Affiliation country: Netherlands Country of publication: United States

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