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Prediction of Selected Reproductive Traits of Indigenous Harnai Sheep under the Farm Management System via various Data Mining Algorithms

Prediction of Selected Reproductive Traits of Indigenous Harnai Sheep under the Farm Management System via various Data Mining Algorithms

Daniel Zaborski,1,* Muhammad Ali,2 Ecevit Eyduran,3 Wilhelm Grzesiak,1 Mohammad Masood Tariq,2 Ferhat Abbas,2 Abdul Waheed4 and Cem Tirink5

1Laboratory of Biostatistics, Department of Ruminants Science, West Pomeranian University of Technology, Szczecin, Doktora Judyma 10, 71-466 Szczecin, Poland
2Center for Advanced Studies in Vaccinology and Biotechnology, University of Balochistan, Quetta, Balochistan, Pakistan
3Department of Animal Science, Igdir University, Igdir, Turkey
4Faculty of Veterinary Sciences, Bahauddin Zakariya University, Multan, Pakistan
5Department of Animal Science, Ondokuz Mayis University, Samsun, Turkey

*      Corresponding author: daniel.zaborski@zut.edu.pl

 

Fig. 1.

Classification and regression tree layout for lambing interval (LI) (A), gestation length (GL) (B) and fertility rate (FR) (C).

Fig. 2.

Chi-square automatic interaction detector (CHAID) layout for service period (SP) (A), lambing interval (LI) (B), gestation length (GL) (C) and fertility rate (FR) (D).

ŷ
GCV
MAD
MAPE
ME
P
RAE
RMSE
SD-Ratio

Pakistan Journal of Zoology

December

Vol. 51, Iss. 6, Pages 1999-2399

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