PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability
PCTBagging: From inner ensembles to ensembles. A trade-off between discriminating capacity and interpretability
In this work, 11 different consolidation percentages are considered for PCTBagging to effectively analyse the trade-off between comprehensibility and discriminating capacity. The results of PCTBagging are compared to those of bagging, CTC and C4.5, which serves as the base for all other algorithms.