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Detection Of Correct Pregnancy Status In Lactating Dairy Cattle Using Mars Data Mining Algorithm, Demet Çanga, Mustafa Boğa
Detection Of Correct Pregnancy Status In Lactating Dairy Cattle Using Mars Data Mining Algorithm, Demet Çanga, Mustafa Boğa
Turkish Journal of Veterinary & Animal Sciences
In this study, it is aimed to determine pregnancy outcomes by using multivariate adaptive regression splines (MARS) algorithm for classification type problems. For this purpose, data obtained from a private dairy farm in the Konya region of Türkiye in 2020 were used to determine pregnancy outcomes in Holstein dairy cattle. It has been determined how to perform statistical analyses on solving classification-type problems with the MARS algorithm and how to use R packages (caret and earth) by creating an R script file. After the analysis, the MARS estimation equation was created and in finding the probability of being pregnant: While …