Action Rules Discovery Based on Tree Classifiers and Meta-actions

  title={Action Rules Discovery Based on Tree Classifiers and Meta-actions},
  author={Zbigniew W. Ras and Agnieszka Dardzinska},
Action rules describe possible transitions of objects from one state to another with respect to a distinguished attribute. Early research on action rule discovery usually required the extraction of classification rules before constructing any action rule. Newest algorithms discover action rules directly from a decision system. To our knowledge, all these algorithms assume that all attributes are symbolic or require prior discretization of all numerical attributes. This paper presents a new… CONTINUE READING

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