The week's pick
Reseach Article
Text Classification based on Association Rule Mining Technique
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 169 - Number 10 |
| Year of Publication: 2017 |
| Authors: Meenakshi Mishra, Santosh K. Vishwakarma |
10.5120/ijca2017914905
|
Meenakshi Mishra, Santosh K. Vishwakarma . Text Classification based on Association Rule Mining Technique. International Journal of Computer Applications. 169, 10 ( Jul 2017), 46-50. DOI=10.5120/ijca2017914905
Abstract
In this paper association rule mining (ARM) and classification are explained and performed. The limitation of Classification without ARM is also discussed. The Paper also considers the use of association rule mining in classification approach in which a comparative study of Naïve Bayes Classifier and KNN is performed for this purpose. Finally, a comprehensive experimental study against FIRE data set is presented to evaluate and compare traditional and association rule based classification techniques with regards to classification performance.
References
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