Comparison of the data mining and machine learning algorithms for predicting the final body weight for Romane sheep breed

C Tırınk, H Önder, D Francois, D Marcon, U Şen… - Plos One, 2023 - journals.plos.org
The current study aimed to predict final body weight (weight of fourth months of age to select
the future reproducers) by using birth weight, birth type, sex, suckling weight, age at suckling …

Comparison of bayesian regularized neural network, random forest regression, support vector regression and multivariate adaptive regression splines algorithms to …

C Tirink - Kafkas Üniversitesi Veteriner Fakültesi Dergisi, 2022 - vetdergikafkas.org
In this study, it is aimed to compare several data mining and artificial neural network
algorithms to predict body weight from biometric measurements for the Thalli sheep breed …

Usage of the XGBoost and MARS algorithms for predicting body weight in Kajli sheep breed

A Faraz, C Tırınk, H Önder, U Şen, HM Ishaq… - Tropical Animal Health …, 2023 - Springer
This study aimed to utilize the XGBoost and MARS algorithms to predict present weight from
body measurements. The algorithms have the potential to model nonlinear relationships …

Prediction of body weight from morphological traits of South African non-descript indigenous goats of Lepelle-Nkumbi Local Municipality using different data mining …

MC Mathapo, TJ Mugwabana, TL Tyasi - Tropical Animal Health and …, 2022 - Springer
Body weight is a vital trait which can assist farmers on selecting animals to use during
breeding season. Therefore, the study was conducted to develop the best model to predict …

Using multivariate adaptive regression splines to estimate the body weight of Savanna goats

LT Rashijane, K Mokoena, TL Tyasi - Animals, 2023 - mdpi.com
Simple Summary The current study was conducted to predict the live body weight using
body length, heart girth, rump height and withers height of 173 Savanna goats from a stud …

Using multivariate adaptive regression splines and classification and regression tree data mining algorithms to predict body weight of Nguni cows

VR Hlokoe, K Mokoena, TL Tyasi - Journal of Applied Animal …, 2022 - Taylor & Francis
The study was performed to determine the association between body weight and biometric
traits and to examine the effect of biometric traits on the live body weight of Nguni cows …

[HTML][HTML] Use of data mining algorithms to predict body weight of dorper sheep breed in two selected villages of Lepelle-Nkumpi local municipality in Limpopo province …

AM Phaladi, TL Tyasi, O Tada, S Mogashoa - Smart Agricultural Technology, 2024 - Elsevier
Sheep farmers in village areas find it difficult to estimate body weight without the weighing
tools. The best fitted model for estimation of sheep body weight is not conclusive …

[HTML][HTML] Multi-Thoracolumbar Variations and NR6A1 Gene Polymorphisms Potentially Associated with Body Size and Carcass Traits of Dezhou Donkey

Z Liu, Q Gao, T Wang, W Chai, Y Zhan, F Akhtar… - Animals, 2022 - mdpi.com
Simple Summary The number of thoracic vertebrae (TN) and lumbar vertebrae (LN) in
Dezhou donkey population is different, which leads to the difference of meat production and …