LibEDM: A Platform for Ensemble Based Data Mining

Abstract

Compared to single classifiers, ensemble learning offers significant and stable performance improvement, while ensemble pruning can improve efficiency and performance of the ensembles further, so both of them are hot topics, not only in traditional machine learning but also in recent data stream mining scopes. Aiming to provide a uniform platform and… (More)
DOI: 10.1109/ICDMW.2014.52

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