Sun, Shiliang; Zhang, Changshui - In: Physica A: Statistical Mechanics and its Applications 385 (2007) 1, pp. 199-207
Ensemble learning constitutes one of the principal current directions in machine learning and data mining. In this paper, we explore subspace ensembles for classification by manipulating different feature subspaces. Commencing with the nature of ensemble efficacy, we probe into the microcosmic...