An Application of CART Algorithm in Genetics: IGFs and cGH Polymorphisms in Japanese Quail

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dc.authorid0000-0003-1101-2296
dc.authorid0000-0002-2394-3795
dc.authorwosidKaplan, Selçuk/AAA-4359-2022
dc.authorwosidGöçerler, Harun/AAS-2740-2020
dc.authorwosidKaplan, Selçuk/ABA-2299-2020
dc.contributor.authorKaplan, Selçuk
dc.date.accessioned2022-05-11T14:42:33Z
dc.date.available2022-05-11T14:42:33Z
dc.date.issued2017
dc.departmentFakülteler, Veteriner Fakültesi, Zootekni ve Hayvan Besleme Bölümü, Genetik Ana Bilim Dalı
dc.description2nd International Conference on Advances in Natural and Applied Sciences (ICANAS) -- APR 18-21, 2017 -- Antalya, TURKEY
dc.description.abstractThe avian insulin-like growth factor-1 (IGFs) and avian growth hormone (cGH) genes are the most important genes that can affect bird performance traits because of its important function in growth and metabolism. Understanding the molecular genetic basis of variation in growth-related traits is of importance for continued improvement and increased rates of genetic gain. The objective of the present study was to identify polymorphisms of cGH and IGFs genes in Japanese quail using conventional least square method (LSM) and CART algorithm. Therefore, this study was aimed to demonstrate at determining the polymorphisms of two genes related growth characteristics via CART algorithm. A simulated data set was generated to analyze by adhering the results of some poultry genetic studies which it includes live weights at 5 weeks of age, 3 alleles and 6 genotypes of cGH and 2 alleles and 3 genotypes of IGFs. As a result, it has been determined that the CART algorithm has some advantages as for that LSM.
dc.description.sponsorshipAgri Ibrahim Cecen Univ, IC Fdn
dc.identifier.doi10.1063/1.4981748
dc.identifier.isbn978-0-7354-1503-4
dc.identifier.issn0094-243X
dc.identifier.urihttps://doi.org/10.1063/1.4981748
dc.identifier.urihttps://hdl.handle.net/20.500.11776/9412
dc.identifier.volume1833
dc.identifier.wosWOS:000405093100100
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.institutionauthorKaplan, Selçuk
dc.language.isoen
dc.publisherAmer Inst Physics
dc.relation.ispartofInternational Conference on Advances in Natural and Applied Sciences (Icanas 2017)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectCart
dc.subjectgenotype
dc.subjectcGH
dc.subjectIGFs
dc.subjectClassification Tree
dc.titleAn Application of CART Algorithm in Genetics: IGFs and cGH Polymorphisms in Japanese Quail
dc.typeConference Object

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