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- W2380321570 abstract "This paper presents a new data classifying method based on combination of neural network and decision tree. The method firstly ranks attributes based on the importance of the attributes, and then prunes the attributes using RBF neural network, and finally builds a decision tree and extracts rules. Compared with the traditional data classifying methods using decision tree, the present method can gain the minimal decision tree directly without pruning, which largely raises the efficiency of building decision tree and improves the prediction precision of rules produced. The method is suitable for large scale and high dimension data classifying problem." @default.
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- W2380321570 date "2005-01-01" @default.
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- W2380321570 title "A New Data Classifying Method Based on Combination of Neural Network and Decision Tree" @default.
- W2380321570 hasPublicationYear "2005" @default.
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