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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. |