Propositionalization through stochastic discrimination

Pfahringer, Bernhard; Holmes, Geoffrey

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Pfahringer, B. & Holmes, G. (2003). Propositionalization through stochastic discrimination. Paper presented at the 13th International Conference on Inductive Logic Programming(ILP 2003), Szeged, Hungary, September 29 - October 1, 2003.

Permanent Research Commons link: https://hdl.handle.net/10289/1492

Abstract

A Simple algorithm base on the theory of stochastic discrimination is developed for the fast extraction of sub-graphs with potential discriminative power from a given set of pre-classified graphs. A preliminary experimental evaluation indicates the potential of the approach. Limitations are discussed as well as directions for future research.

Date

2003

Type

Conference Contribution

Publisher

Department of Informatics, University of Szeged

Collections

Computing and Mathematical Sciences Papers [1206]