Development of Machine Learning-Based Sub-Models for Predicting Net Protein Requirements in Lactating Dairy Cows

Development of Machine Learning-Based Sub-Models for Predicting Net Protein Requirements in Lactating Dairy Cows

A reliable estimation of protein requirements in lactating dairy cows is necessary for formulating nutritionally adequate diets, improving feed efficiency, and minimizing nitrogen excretion. This study aimed to develop machine learning-based models to predict net protein requirements for maintenance...

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Bibliographic Details
Main Authors: Mingyung Lee, Dong Hyeon Kim, Seongwon Seo, Luis O. Tedeschi
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Animals
Subjects:
lactating Holstein cows
net protein for lactation
net protein for maintenance
random forest regression
support vector regression
Online Access:https://www.mdpi.com/2076-2615/15/14/2127
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https://www.mdpi.com/2076-2615/15/14/2127

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