Comparing Predictive Performances of MARS and CHAID Algorithms for Defining Factors Affecting Final Fattening Live Weight in Cultural Beef Cattle Enterprises

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Author Affiliations

¹Department of Agricultural Economics, Agricultural Faculty, Ataturk University, Erzurum, Turkey

²Department of Agricultural Economics, Agricultural Faculty, Iğdır University, Iğdır, Turkey

³Department of Business Administration, Faculty of Faculty of Economics and Administrative Sciences, Iğdır University, Iğdır, Turkey

⁴Centre of Advanced Studies in Vaccinology and Biotechnology, University of Balochistan, Quetta, Pakistan

* Corresponding author: [email protected]

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Fig. 1.

The regression tree diagram of the CHAID algorithm in the FFW.

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Fig. 2.

Relative importance values of the influential predictors in MARS.

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C(x)

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The rank and the respective values in ascending order

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December 2018

Vol. 50, Iss. 6, Pages 1999-2398

Pakistan Journal of Zoology