Prediction of body weight in indigenous sheep using random forest regression, support vector regression, and classification and regression trees algorithms

This study aimed to develop predictive models for estimating the body weight (BW) of indigenous sheep in Ethiopia using morphometric traits, comparing the performance of random forest regression (RFR), support vector regression (SVR), and classification and regression trees (CART) algorithms. Data w...

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Detalhes bibliográficos

Principais autores:	Ashenafi Getachew Megersa, Fikrineh Negash, Abebe Hailu, Awoke Melak, Abraham Assefa, Tesfalem Aseged, Seble Sinkie
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2025-12-01
coleção:	Veterinary and Animal Science
Assuntos:	Body weight prediction Classification and regression trees Ethiopian indigenous sheep Morphometric traits Random forest regression Support vector regression
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2451943X25000894
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