A Novel Approach for Prediction of Type 2 Diabetes

Alby S, Dr. B L Shivakumar

Abstract


This paper proposes a new approach for the prediction of type2 diabetes. Many different techniques have been used for the prediction
of chronic diseases by different researchers. Among them Adaptive Neuro Fuzzy Inference system (ANFIS) is very popular and already used for
the prediction of type 2 diabetes. In this paper, the proposed system is optimization of ANFIS using Mine Blasting Algorithm(MBA) which
reduces the complexity of ANFIS and increases the accuracy of prediction.

 

Keywords: Diabetes ,Adaptive Neuro Fuzzy Inference system, Data Mining, Mine Blasting Algorithm, Prediction.


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DOI: https://doi.org/10.26483/ijarcs.v7i4.2698

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