Volume : IV, Issue : X, October - 2014

Comparison of Different Classification Techniques Using WEKA for Hepatitis

Jaikee Kumar Singh, Shruti Pareek

Abstract :

In today’s world, large amount of data is available in science, industry, business and many other areas. This data can provide valuable information which can be used by management for making important decisions. But problem is that how can find valuable information. The answer is data mining. Data Mining is popular topic among researchers. There is lot of work that cannot be explored till now. But, this paper focuses on the fundamental concept of the Data mining i.e. Classification Techniques. In this paper Sequential Minimal Optimisation, Multilayer Perceptron classifiers are used for the classification of data set. The performance of these classifiers analyzed with the help of Mean Absolute Error, Root Mean–Squared Error and Time Taken to build the model and the result can be shown statistical as well as graphically. For this purpose the WEKA data mining tool is used.

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Article: Download PDF   DOI : 10.36106/ijar  

Cite This Article:

Jaikee Kumar Singh,Shruti Pareek Comparison of Different Classification Techniques Using WEKA for Hepatitis Indian Journal of Applied Research, Vol.4, Issue : 10 October 2014

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