Top-down induction of first-order logical decision trees
Artificial Intelligence
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This paper describes the integration of ILP with Clementine. Background on ILP and Clementine is provided, with a description of Clementine's target users. The benefits of ILP to data mining are outlined, and ILP is compared with pre-existing data mining algorithms. Issues of integration between ILP and Clementine are discussed. The implementation is then described, showing how the key issues are addressed, and describing in brief the Clementine mechanisms used to integrate ILP.