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Popular Decision Tree Algorithms of Data Mining Techniques: A Review

Journal: International Journal of Computer Science and Mobile Computing - IJCSMC (Vol.6, No. 6)

Publication Date:

Authors : ; ; ;

Page : 133-142

Keywords : Data Mining; Decision tree; Classification; ID3; C4.5;

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Abstract

The technologies of data production and collection have been advanced rapidly. As result to that, everything gets automatically: data storage and accumulation. Data mining is the tool to predict the unobserved useful information from that huge amount of data. Otherwise, we have a rich data but poor information and this information may be incorrect. In this paper, review of data mining has been presented, where this review show the data mining techniques and focuses on the popular decision tree algorithms (C4.5 and ID3) with their learning tools. Different datasets have been experimented to demonstrate the precision.

Last modified: 2017-06-21 01:37:53