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Listar por palabra clave "Operating context"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "Operating context"

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    Model reframing by feature context change 
    Maguedong Djoumessi, Celestine Periale (Universitat Politècnica de València, 2014-11-24)
    [EN] Many solutions to cost-sensitive classification (and regression) rely on some or all of the following assumptions: we have complete knowledge about the cost context at training time, we can easily re-train whenever ...
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    Reframing in context: A systematic approach for model reuse in machine learning 
    Hernández Orallo, José; Martínez Usó, Adolfo; Prudencio, Ricardo B. C.; Kull, Meelis; Flach, Peter; Ahmed, Chowdhury Farhan; Lachiche, Nicolas (IOS Press, 2016)
    We describe a systematic approach called reframing, defined as the process of preparing a machine learning model (e.g., a classifier) to perform well over a range of operating contexts. One way to achieve this is by ...