Machine learning based personalized promotion strategy of piglets weaned per sow per year in large-scale pig farms

Machine learning based personalized promotion strategy of piglets weaned per sow per year in large-scale pig farms

Abstract Background The purpose of this study was to analyze the relationship between different productive factors and piglets weaned per sow per year (PSY) in 291 large-scale pig farms and analyze the impact of the changes in different factors on PSY. We chose nine different algorithm models based...

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Bibliographic Details
Main Authors: Xingdong Zhou, Ran Guan, Hongbo Cai, Pei Wang, Yongchun Yang, Xiaodu Wang, Xiaowen Li, Houhui Song
Format: Article
Language:English
Published: BMC 2022-08-01
Series:Porcine Health Management
Subjects:
PSY
Machine learning
Correlation coefficient
Gradient boosting regressor model
Personalized improvement
Online Access:https://doi.org/10.1186/s40813-022-00280-z

Internet

https://doi.org/10.1186/s40813-022-00280-z

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