@article {10.3844/jcssp.2014.570.577,
article_type = {journal},
title = {PARTIAL RULE MATCH FOR FILTERING RULES IN ASSOCIATIVE CLASSIFICATION},
author = {Refai, Mohamed Hayel and Yusof, Yuhanis},
volume = {10},
number = {4},
year = {2013},
month = {Dec},
pages = {570-577},
doi = {10.3844/jcssp.2014.570.577},
url = {https://thescipub.com/abstract/jcssp.2014.570.577},
abstract = {In this study, we propose a new method to enhance the accuracy of Modified Multi-class Classification based on Association Rule (MMCAR) classifier. We introduce a Partial Rule Match Filtering (PRMF) method that allows a minimal match of the items in the rule’s body in order for the rule to be added into a classifier. Experiments on Reuters-21578 data sets are performed in order to evaluate the effectiveness of PRMF in MMCAR. Results show that the MMCAR classifier performs better as compared to the chosen competitors.},
journal = {Journal of Computer Science},
publisher = {Science Publications}
}