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Reseach Article

Text Classification based on Association Rule Mining Technique

by Meenakshi Mishra, Santosh K. Vishwakarma
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

@article{ 10.5120/ijca2017914905,
author = { Meenakshi Mishra, Santosh K. Vishwakarma },
title = { Text Classification based on Association Rule Mining Technique },
journal = { International Journal of Computer Applications },
issue_date = { Jul 2017 },
volume = { 169 },
number = { 10 },
month = { Jul },
year = { 2017 },
issn = { 0975-8887 },
pages = { 46-50 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume169/number10/28025-2017914905/ },
doi = { 10.5120/ijca2017914905 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:17:06.237559+05:30
%A Meenakshi Mishra
%A Santosh K. Vishwakarma
%T Text Classification based on Association Rule Mining Technique
%J International Journal of Computer Applications
%@ 0975-8887
%V 169
%N 10
%P 46-50
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
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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Index Terms

Computer Science
Information Sciences

Keywords

Data Mining Text Classification Association Rule Mining Classification with ARM Naïve Bayes KNN.