Ensemble Pruning: A Submodular Function Maximization Perspective

Ensemble pruning looks for a subset of classifiers from a group of trained classifiers to make a better prediction performance for the test set. Recently, ensemble pruning techniques have attracted significant attention in the machine learning and the data mining community. Unlike previous heuristic approaches, in this paper we formalize the ensemble… (More)