GA_SVM: A classification system for diagnosis of diabetes
DK Choubey, S Paul - Handbook of research on soft computing and …, 2017 - igi-global.com
The modern society is prone to many life-threatening diseases which if diagnosis early can
be easily controlled. The implementation of a disease diagnostic system has gained
popularity over the years. The main aim of this research is to provide a better diagnosis of
diabetes. There are already several existing methods, which have been implemented for the
diagnosis of diabetes. In this manuscript, firstly, Polynomial Kernel, RBF Kernel, Sigmoid
Function Kernel, Linear Kernel SVM used for the classification of PIDD. Secondly GA used …
be easily controlled. The implementation of a disease diagnostic system has gained
popularity over the years. The main aim of this research is to provide a better diagnosis of
diabetes. There are already several existing methods, which have been implemented for the
diagnosis of diabetes. In this manuscript, firstly, Polynomial Kernel, RBF Kernel, Sigmoid
Function Kernel, Linear Kernel SVM used for the classification of PIDD. Secondly GA used …
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