Browsing by Author "Ibarguren Arrieta, Igor"

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      Contributions to comprehensible classification 

      Ibarguren Arrieta, Igor (2020-07-16)
      La tesis doctoral descrita en esta memoria ha contribuido a la mejora de dos tipos de algoritmos declasificación comprensibles: algoritmos de \'arboles de decisión consolidados y algoritmos de inducciónde reglas tipo PART.En ...
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      PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability 

      Ibarguren Arrieta, Igor; Pérez de la Fuente, Jesús María ORCID; Muguerza Rivero, Javier Francisco; Arbelaiz Gallego, Olatz ORCID; Yera Gil, Ainhoa ORCID (Elsevier, 2022-01)
      [EN] The use of decision trees considerably improves the discriminating capacity of ensemble classifiers. However, this process results in the classifiers no longer being interpretable, although comprehensibility is a ...