Before revision:  The players in ensemble games are pre-trained binary classifiers that collaborate in an ensemble to correctly label points from a dataset.
After revision:  The players in ensemble games are. In machine learning ensembles, pre-trained binary classifiers that collaborate in an ensemble to correctly label points from a dataset.