Estimation of Cold Carcass Weight and Body Weight from Several Body Measurements in Sheep through Various Data Mining Algorithms

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Estimation of Cold Carcass Weight and Body Weight from Several Body Measurements in Sheep through Various Data Mining Algorithms

Ali Karabacak¹, Senol Celik², Adile Tatliyer³, Ismail Keskin¹, Yakup Erdal Erturk⁴, Ecevit Eyduran⁵, Yasir Javed⁶ and Mohammad Masood Tariq^7,*

Author Affiliations

¹Department of Animal Science, Faculty of Agriculture, Selcuk University, Konya, Turkey

²Department of Animal Science, Faculty of Agriculture, Bingol University, Bingol, Turkey

³Department of Animal Science, Faculty of Agriculture, Sutcu Imam University, Kahramanmaras, Turkey

⁴Department of Agricultural Economics, Faculty of Agriculture, Igdir University, Igdir, Turkey

⁵Department of Animal Science, Faculty of Agriculture, Igdir University, Igdir, Turkey

⁶COINS Research Group, Riyadh, Kingdom of Saudi Arabia

⁷Centre of Advanced Studies in Vaccinology and Biotechnology, University of Balochistan, Quetta, Pakistan

* Corresponding author: [email protected]

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Fig 1

Regression tree diagram for CCW in sheep using CHAID algorithm.

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Fig 2

Regression tree diagram for BW trait in sheep using CHAID algorithm.

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Coefficient of Determination (%)

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Adjusted Coefficient of Determination (%)

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Coefficient of Variation (%)

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Standard Deviation Ratio

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RAE

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Root Mean Square Error

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October 2017

Vol. 49, Iss. 5, Pages 1547-1936

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Estimation of Cold Carcass Weight and Body Weight from Several Body Measurements in Sheep through Various Data Mining Algorithms

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Estimation of Cold Carcass Weight and Body Weight from Several Body Measurements in Sheep through Various Data Mining Algorithms

Ali Karabacak¹, Senol Celik², Adile Tatliyer³, Ismail Keskin¹, Yakup Erdal Erturk⁴, Ecevit Eyduran⁵, Yasir Javed⁶ and Mohammad Masood Tariq^7,*

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Pakistan Journal of Zoology

Estimation of Cold Carcass Weight and Body Weight from Several Body Measurements in Sheep through Various Data Mining Algorithms

Estimation of Cold Carcass Weight and Body Weight from Several Body Measurements in Sheep through Various Data Mining Algorithms

Ali Karabacak1, Senol Celik2, Adile Tatliyer3, Ismail Keskin1, Yakup Erdal Erturk4, Ecevit Eyduran5, Yasir Javed6 and Mohammad Masood Tariq7,*

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Ali Karabacak¹, Senol Celik², Adile Tatliyer³, Ismail Keskin¹, Yakup Erdal Erturk⁴, Ecevit Eyduran⁵, Yasir Javed⁶ and Mohammad Masood Tariq^7,*