Implication Strength of Classification Rules

Abstract

This paper highlights the interest of implicative statistics for classification trees. We start by showing how Gras’ implication index may be defined for the rules derived from an induced decision tree. Then, we show that residuals used in the modeling of contingency tables provide interesting alternatives to Gras’ index. We then consider two main usages of… (More)
DOI: 10.1007/11875604_53

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Cite this paper

@inproceedings{Ritschard2006ImplicationSO, title={Implication Strength of Classification Rules}, author={Gilbert Ritschard and Djamel A. Zighed}, booktitle={ISMIS}, year={2006} }