Establishment of a feed intake prediction model based on eating time, ruminating time and dietary composition

Computers and Electronics in Agriculture(2022)

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摘要
•Five machine learning algorithms are used to predict dairy cow feed intake.•There is not a simple linear relationship between feed intake and predictors.•Dietary ingredients can improve the accuracy of feed intake prediction.•Dietary ingredients can be added to smart monitoring devices to optimize performance.
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关键词
Dry matter intake prediction model,Dairy cow,Machine learning
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