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An optimal method for finding a minimum feature subset based on box classifiers is described. Feature selection is represented as a problem of zero-one integer programming. An implicit enumeration method is developed in order to solve this problem. Numerical examples are presented to illustrate the effectiveness of the approach.
Systems, Man and Cybernetics, IEEE Transactions on (Volume:SMC-14 , Issue: 5 )
Date of Publication: Sept.-Oct. 1984