A stacking ensemble approach for milk yield prediction on dairy cattle

Knowing expected milk yield can help dairy farmers in better decision-making and management. The objective of this study was to build and compare predictive models to forecast daily milk yield over a long duration. A machine-learning pipeline was provided and five baseline models as well as a novel...

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Bibliographic Details
Main Authors: Ruiming Xing, Baihua Li, Shirin Dora, Michael Whittaker, Janette Mathie
Format: Default Conference proceeding
Published: 2023
Subjects:
Milk production
Machine Learning
Feature selection
Online Access:https://hdl.handle.net/2134/24638085.v1
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