Browsing Artículos, Comunicaciones, Libros by Author "Ibarguren Arrieta, Igor"
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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; Muguerza Rivero, Javier Francisco; Arbelaiz Gallego, Olatz
; Yera Gil, Ainhoa
(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 ...