no code implementations • 20 May 2024 • José Daniel Pascual-Triana, Alberto Fernández, Javier Del Ser, Francisco Herrera
This work analyses the value of data morphology strategies in generating counterfactual explanations.
1 code implementation • 15 Jul 2020 • José Daniel Pascual-Triana, David Charte, Marta Andrés Arroyo, Alberto Fernández, Francisco Herrera
However, most complexity metrics focus on just one characteristic of the data, which can be insufficient to properly evaluate the dataset towards the classifiers' performance.