An efficient Optimization method for Data Classification
Journal: International Journal of Advanced Computer Research (IJACR) (Vol.4, No. 14)Publication Date: 2014-03-16
Authors : Suman Mishra; Prateek Gupta;
Page : 383-388
Keywords : Association Rule Mining; Positive Association; Negative Association; Optimization.;
Abstract
Data mining play an important role in the process of data filtering and categorization. In this paper we have used data mining as a process filter technique by calculating the support value considering two datasets name Ljubljana and Wisconsin. Then we apply optimization technique in our case we use Ant Colony Optimization (ACO) technique to find the highest threshold with several possible iterations. Our negative and positive association based classification shows the effectiveness of our approach.
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Last modified: 2014-12-17 14:50:28