Ensemble pruning via an integer programming approach with diversity constraints

Marcelo Antônio Mendes Bastos, Humberto Brandão César de Oliveira, Cristiano Arbex Valle

Ensemble learning combines multiple classifiers in the hope of obtaining better predictive performance. Empirical studies have shown that ensemble pruning, that is, choosing an app…