Pooling homogeneous ensembles to build heterogeneous ones

Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez

In ensemble methods, the outputs of a collection of diverse classifiers are combined in the expectation that the global prediction be more accurate than the individual ones. Hetero…