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International Journal of Advances in Computer Science and Its Applications

Hybrid Approach for Classification using Support Vector Machine and Decision Tree



A hybrid system or hybrid intelligent system uses the approach of integrating different learning or decision-making models. Each learning model works in a different manner and exploits different set of features. Integrating different learning models gives better performance than the individual learning or decision-making models by reducing their individual limitations and exploiting their different mechanisms. In this paper, a hybrid approach of classification is proposed which attempts to utilize the advantages of both decision trees and SVM leading to better classification accuracy.

No fo Author(s) : 2
Page(s) : 72 – 76
Electronic ISSN : 2250 - 3765
Volume 2 : Issue 3
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