Predicting Live Weight for Female Rabbits of Meat Crosses From Body Measurements Using LightGBM, XGBoost and Support Vector Machine Algorithms

Predicting Live Weight for Female Rabbits of Meat Crosses From Body Measurements Using LightGBM, XGBoost and Support Vector Machine Algorithms

ABSTRACT Prediction of body weight (BW) using biometric measurements is an important tool especially for animal welfare and automatic phenotyping tools that needs mathematical models. In this study, it was aimed to predict the BW using body length (BL), chest girth (CG) and width of the waist (WW) f...

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Main Authors: Hasan Önder, Cem Tirink, Taras Yakubets, Andriy Getya, Mykhalio Matvieiev, Ruslan Kononenko, Uğur Şen, Çağri Özgür Özkan, Tolga Tolun, Fahrettin Kaya
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Veterinary Medicine and Science
Subjects:
LightGBM
prediction
rabbit
support vector machine
XGBoost
Online Access:https://doi.org/10.1002/vms3.70149
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https://doi.org/10.1002/vms3.70149

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