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Listar por palabra clave "Item response theory"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "Item response theory"

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    Item response theory in AI: Analysing machine learning classifiers at the instance level 
    Martínez-Plumed, Fernando; Prudencio, Ricardo; Martínez-Usó, Adolfo; Hernández-Orallo, José (Elsevier, 2019-06)
    [EN] AI systems are usually evaluated on a range of problem instances and compared to other AI systems that use different strategies. These instances are rarely independent. Machine learning, and supervised learning in ...
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    Unveiling the robustness of machine learning families 
    Fabra-Boluda, Raúl; Ferri, C.; Ramírez Quintana, María José; Martínez-Plumed, Fernando (IOP Publishing, 2024-09-01)
    [EN] The evaluation of machine learning systems has typically been limited to performance measures on clean and curated datasets, which may not accurately reflect their robustness in real-world situations where data ...