Journal
KAFKAS UNIVERSITESI VETERINER FAKULTESI DERGISI
Volume 25, Issue 6, Pages 741-747Publisher
KAFKAS UNIV, VETERINER FAKULTESI DERGISI
DOI: 10.9775/kvfd.2018.21381
Keywords
Diabetes mellitus; Magnetic field; J48; PCA
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Funding
- Cukurova University Scientific Research Foundation
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The aim of this study was to investigate the J48 mediated decision tree algorithm from the principal component analysis - PCA, which is more complex, one of the statistical algorithms of diabetic metabolic disorders of Wistar albino rats' biochemical values and magnetic field application. Wistar Albino rats were examined under 4 different groups including the control group. When the results were examined, it was observed that PCA increased the success rate of classification from 96.25% to 97.50% when used with J48 decision tree algorithm. Thus, the PCA-supported J48 algorithm demonstrated that Wistar albino rats could be successfully used on the data obtained from more complex diabetic metabolic values.
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