International Journal of Science and Technology

International Journal of Science and Technology>> Volume 7, Number 9, September 2017

International Journal of Science and Technology


Genetic-Neuro Approach for Disease Classification

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Author P.Venkatesan , V. Premalatha
On Pages 473-478
Volume No. 2
Issue No. 7
Issue Date July, 2012
Publishing Date July, 2012
Keywords Classification, Feature selection, Genetic algorithm, Neural Network


Abstract

In this study, we introduce classification using Artificial Neural network whose architecture is trained by Back propagation algorithm and input attributes are selected by evolutionary based Genetic algorithm. Feature selection plays vital role in the applications of Machine learning algorithms. For feature selection many approaches are used and the evolutionary based algorithms prove to be one of the efficient methods. We have used a breast cancer dataset for the evaluation of the new approach. The experimental result shows that the genetic-neuro system classification performs better than the conventional neural network.

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