Optimized Machine Learning Models for Predicting Core Body Temperature in Dairy Cows: Enhancing Accuracy and Interpretability for Practical Livestock Management

Heat stress poses a significant challenge to livestock farming, particularly affecting the health and productivity of high-yield dairy cows. This study develops a machine learning framework aimed at predicting the core body temperature (CBT) of dairy cows to enable more effective heat stress managem...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Dapeng Li, Geqi Yan, Fuwei Li, Hai Lin, Hongchao Jiao, Haixia Han, Wei Liu
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	MDPI AG 2024-09-01
سلاسل:	Animals
الموضوعات:	precision livestock management animal welfare thermal comfort core body temperature machine learning optimization algorithm
الوصول للمادة أونلاين:	https://www.mdpi.com/2076-2615/14/18/2724
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

Optimized Machine Learning Models for Predicting Core Body Temperature in Dairy Cows: Enhancing Accuracy and Interpretability for Practical Livestock Management

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