DETECTING THE RELATIONSHIP OF CALIFORNIA MASTITIS TEST (CMT) WITH ELECTRICAL CONDUCTIVITY, COMPOSITION AND QUALITY OF THE MILK IN HOLSTEIN-FRIESIAN AND BROWN SWISS CATTLE BREEDS USING CART ANALYSIS

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dc.contributor.authorAytekin, Ibrahim
dc.contributor.authorEyduran, Ecevit
dc.contributor.authorKeskin, Ismail
dc.date.accessioned2020-03-26T19:53:19Z
dc.date.available2020-03-26T19:53:19Z
dc.date.issued2018
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractThe aim of this study was to describe the relationship between mastitis and electrical conductivity, milk composition, milk quality in dairy cattle. California mastitis test (CMT) was used to make a diagnosis of mastitis in the cows, and considered as a binary response variable i.e. healthy and unhealthy. Conductivity, color measurement (L* and a*), milk fat, calving month and freezing point were considered as independent variables in the model. All the animals were classified with overall accuracy of 89.6 (%) or the error of 10.4 (%) in diagnosis of mastitis by using Classification and Regression Tree (CART) data mining algorithm. CART algorithm correctly classified unhealthy cows with an accuracy of 77.2%. The algorithm correctly classified healthy cows with a marvelous accuracy of 95.7% and a marvelous area value under ROC curve of 0.924, P=0.000). It was concluded that some measurements i.e. CMT, electrical conductivity, milk color values, milk composition and quality may be used to accurately detect mastitis together with the help of the CART algorithm.en_US
dc.identifier.endpage4565en_US
dc.identifier.issn1018-4619en_US
dc.identifier.issn1610-2304en_US
dc.identifier.issue6en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage4559en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/36469
dc.identifier.volume27en_US
dc.identifier.wosWOS:000437783100087en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPARLAR SCIENTIFIC PUBLICATIONS (P S P)en_US
dc.relation.ispartofFRESENIUS ENVIRONMENTAL BULLETINen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectCalifornia mastitis testen_US
dc.subjectelectrical conductivityen_US
dc.subjectmilk composition and qualityen_US
dc.subjectdairy cattleen_US
dc.subjectcart analysisen_US
dc.titleDETECTING THE RELATIONSHIP OF CALIFORNIA MASTITIS TEST (CMT) WITH ELECTRICAL CONDUCTIVITY, COMPOSITION AND QUALITY OF THE MILK IN HOLSTEIN-FRIESIAN AND BROWN SWISS CATTLE BREEDS USING CART ANALYSISen_US
dc.typeArticleen_US

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