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Can machine learning algorithms perform better than multiple linear regression in predicting nitrogen excretion from lactating dairy cows
This study aims to compare the performance of multiple linear regression and machine learning algorithms for predicting manure nitrogen excretion in lactating dairy cows, and to develop new machine learning prediction models for MN excretion. Dataset used were collated from 43 total diet digestibili...
Autores principales: | Chen, Xianjiang, Zheng, Huiru, Wang, Haiying, Yan, Tianhai |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304409/ https://www.ncbi.nlm.nih.gov/pubmed/35864287 http://dx.doi.org/10.1038/s41598-022-16490-y |
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