HDEC: A Heterogeneous Dynamic Ensemble Classifier for Binary Datasets

Figure 1

The Stack Generalization approach. In the first level, some heterogeneous classifiers are trained with the whole dataset and in the second level the output of the classifiers is combined through the metaclassifier.