Huang, Ziheng; Gedeon, Tamas (Tom)
This paper proposes a new type of tree termed pattern trees. Like decision trees, pattern trees are an effective tool for classification applications. This paper discusses the difference between decision trees and pattern trees, and also shows that the subset hood based method and the weighted subsethood based method are two specific cases of pattern trees. A novel pattern tree induction method is proposed. The comparison to other classification methods including fuzzy decision tree induction...[Show more]
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