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akaturk Academic measurement

Article detail · 2025

Predicting dry matter intake in Pelibuey sheep using machine learning methods

Heliyon

YÖKSİS OpenAlex Open access · gold SJR Q1 JCR Q1 Citations 2 Percentile 81.8% FWCI 1.76
Year
2025
ISSN
2405-8440
DOI
10.1016/j.heliyon.2025.e41913
Type
article

Data source split

  • YÖKSİS YÖKSİS article record
  • OpenAlex OpenAlex enrichment (abstract, citations, topics)

OpenAlex record

Abstract

English (OpenAlex)

), daily weight gain (ADG, g/d), crude protein (CP) and neutral detergent fibre (NDF). Multivariate Adaptive Regression Splines (MARS), Classification and Regression Tree (CART), and Support Vector Regression (SVR) were used for the development of a predictive algorithm. The determination coefficient was determined over 0.90 for the MARS algorithm. Overall, the MARS algorithm was a reliable predictive model for DMI prediction in the Pelibuey sheep.

Topics

  • Genetic and phenotypic traits in livestock
  • Effects of Environmental Stressors on Livestock

Primary topic Genetic and phenotypic traits in livestock

Authors

  1. Camacho-Perez Enrique
  2. CEM TIRINK IĞDIR ÜNİVERSİTESİ
  3. Ricardo Garcia-Herrera
  4. Angel T. Pineiro-Vazquez
  5. Fernando Casanova-Lugo
  6. Jorge R. Canul-Solis
  7. Antonio Leandro Chaves-Gurgel
  8. CEYHUN YÜCEL YOZGAT BOZOK ÜNİVERSİTESİ
  9. Einar Vargas-Bello-P´erez
  10. Alfonso J. Chay-Canul