Forecasting egg production performance and fluctuations in commercial free-range poultry systems using a random forest model

The free-range poultry industry is faced with numerous challenges that contribute significantly to the flock’s variability in egg production. Forecasting fluctuations and egg laying rate for commercial flocks is important as it allows early implementation of proactive farm management decisions there...

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Bibliographic Details

Published in:	Smart Agricultural Technology
Main Authors:	Yusuf Adewale Adejola, Terence Zimazile Sibanda, Isabelle Ruhnke, Johan Boshoff, Saluna Pokhrel, Mitchell Welch
Format:	Article
Language:	English
Published:	Elsevier 2025-12-01
Subjects:	Laying hen, Egg production Machine learning Artificial intelligence
Online Access:	http://www.sciencedirect.com/science/article/pii/S2772375525006112