A Novel Approach for Discovery of an Association Rule Based on SVM Classi-Fication

Provided by: Creative Commons
Topic: Data Management
Format: PDF
In this paper, the authors show association rule discovery, and important mining task, aims at uncovering all frequent patterns among transactions composed of data attributes or items. The main complexity arises due to the fact that there are various number of text data that are considered for generating the association rules using SVM classification algorithm. They use the high confidence value based classifier for classifying the given text data to that particular domain. Association rules are mined from this matrix using SVM classification algorithm.

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