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Casa Batlo is in Passeig de Gracia or landmarking the expertise space

Hilan Bensusan, Christophe Giraud-Carrier , Casa Batlo is in Passeig de Gracia or landmarking the expertise space. Proceedings of the ECML'2000 workshop on Meta-Learning: Building Automatic Advice Strategies for Model Selection and Method Combination, pp. 29–47. June 2000. PDF, 186 Kbytes.

Abstract

Task description is crucial not only to every meta-learning enterprise but also to related endeavours like transfer of learning. This paper evaluates the performance of a newly introduced method of task description, landmarking, in a supervised meta-learning scenario. The method relies on correlations between simple and more sophisticated learning algorithms to select the best learner for a task. The results compare favourably with an information-based method and suggest that landmarking holds promise.

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