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This paper primarily proposes a novel method, named maximum correlation information (MCI), to evaluate the importance of each feature by maximizing correlation information between feature space and class coding space. Then the proposed MCI is combined with the strategy of recursive feature elimination to form a new feature selection method, MCI-based recursive feature elimination (MCI-RFE). MCI-RFE...
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