چکیده (انگلیسی):

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.