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Selection of Seed Examples in ILP

Tarek Abudawood, Peter Flach, Selection of Seed Examples in ILP. The 3rd York Doctoral Symposium on Computing (YDS'10), pp. 29–38. November 2010. No electronic version available. External information

Abstract

In this paper we investigate different methods of selecting seed examples and their effect on learning first order rules in ILP. Based on large experimental results we concluded that they have significant impact on accuracies, the number of rules and the speed of induced models.

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