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Within the classification algorithms based on signed fuzzy measures, an obvious limitation is the complexity of the algorithms due to the large number of interactions among attributes. For a data set with n attributes, the complexity of classification algorithm would be O (2n). But in the practical problems, the higher-order interactions among attributes are often not significant enough to the classification...
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