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Attribute dependency function is very important for feature selection in data mining, pattern recognition and machine learning. However, Pawlak's is inadequate for some information systems, and Daisuke's definition is only for categorical attribute. In this paper, we introduce a new definition based on partition for numerical attribute. The advantage of the definition is that heterogeneous features...
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