Comparative analysis of machine learning algorithms for estrous detection in dairy cows using sensor-based behavioral data across seasons
Trop Anim Health Prod
.
2025 Nov 11;57(8):479.
doi: 10.1007/s11250-025-04750-8.
Authors
Çağrı Melikşah Sakar
1
,
Malik Ergin
2
,
Yasin Altay
3
4
Affiliations
1
International Center for Livestock Research and Training, Ankara, Türkiye. melikksahi@gmail.com.
2
Biometry and Genetics Unit, Department of Animal Science, Faculty of Agriculture, Isparta University of Applied Sciences, Isparta, Türkiye.
3
Biometry and Genetics Unit, Department of Animal Science, Faculty of Agriculture, Eskişehir Osmangazi University, Eskişehir, Türkiye.
4
Agricultural Studies Practices and Research Center, Eskişehir Osmangazi University, Eskişehir, Türkiye.
PMID:
41217654
DOI:
10.1007/s11250-025-04750-8
No abstract available
Keywords:
Behavior; CART analysis; Estrous detection; MARS algorithm; Sensor technology.