International Journal of Engineering Research in Mechanical and Civil Engineering (IJERMCE)

Monthly Journal for Mechanical and Civil Engineering

Volume2,April 2017,

Topic : Data Classification via Intelligent Machine Learning

Authors:Divya Taneja ||

Abstract:Classification is one of the technique of machine learning. This paper focuses on data classification using Modular neural network. Modular neural networkdivides the task into sub modules.Paper considers five bench mark problem -Iris dataset, E. Coli dataset, Glass datasetWine dataset andSPECT heart dataset on cardiac Single Proton Emission Computational Tomography(SPECT) images.The problem consider classification of each dataset, on the basis of physical attributes.Experimental results on five popular data set demonstrate that proposed classification model enhance the classification accuracy of over conventional neural network model.By using this modular neural network model to implement classification problem, in future upcoming yearsthe unknown data can be predicted more precisely..

Keywords: Machine learning, Classification, Modular neural network, Back -propagation algorithm

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DOI: 01.1617/vol4/iss4/pid50683


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ISSN(Online): 2456-1290

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Thomson Reuters ID : q-6288-2016.
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Journal Code : IJERMCE
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Impact Factor : 3.8
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