Raynaut, William, Soulé-Dupuy, Chantal, Vallès-Parlangeau, Nathalie, Dray, Cédric and Valet, Philippe (2015) Addressing the Meta-Learning problem with Metaheuristics. In: 11th Metaheuristics International Conference (MIC 2015).

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Abstract

The many machine learning and data mining techniques produced over the last decades can prove invaluable assets in diverse fields, but choosing the most appropriate for a given application may be very difficult for a non-expert. Our objective is thus to provide modelling assistance using a meta-learning approach based on an evolutionary metaheuristic. We present the intended workflow of such modelling assistant and the expected challenges along our line of work.