From Mating Pool Distributions to Model Overfitting

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    From Mating Pool Distributions to Model Overfitting - Presentation Transcript

    1. Introduction Selection as a Source of Overfitting Improving Model Accuracy From Mating Pool Distributions to Model Overfitting Claudio F. Lima1 Fernando G. Lobo1 Martin Pelikan2 1 Department of Electronics and Computer Science Engineering University of Algarve, Portugal 2 Missouri Estimation of Distribution Algorithm Laboratory University of Missouri at St. Louis, USA GECCO 2008, Atlanta, USA Lima, Lobo, & Pelikan From Mating Pool Distributions to Model Overfitting

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