Covering rough sets conceptualize different types of features with their respective generated coverings. By integrating these coverings into a single covering, covering set-based feature selection finds valuable from mixed decision system symbolic, real-valued, missing-valued and set-valued features. Existing approaches to selection, however, are intractable handle large data. Therefore, an eff...