Use of machine learning approaches for body weight prediction in Peruvian Corriedale Sheep

Use of machine learning approaches for body weight prediction in Peruvian Corriedale Sheep

The goal of this study was to predict the body weight of Corriedale ewes using machine learning (ML) algorithms. Fourteen body measurements (BM) and six different machine learning models were used. Body weight (BW) and BM: wither height (WH), rump height (RH), thoracic perimeter (TP), abdominal peri...

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Bibliographic Details
Main Authors: Ali William Canaza-Cayo, Roxana Churata-Huacani, Cihan Çakmakçı, Francisco Halley Rodríguez-Huanca, Júlio Sílvio de Sousa Bueno Filho, Tales Jesus Fernandes, Yhan Carlos Rojas De La Cruz
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Smart Agricultural Technology
Subjects:
Machine learning
Variable importance
Correlation matrix
Body measurements
Body weight
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375524000248

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http://www.sciencedirect.com/science/article/pii/S2772375524000248

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