Jesús M. Pérez

PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability

2021 · Information Sciences

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 desired trait of decision trees. Consolidation (consolidated …