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计算机科学 2008
Effective Classifier for Incomplete Data
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Abstract:
Classification is an elementary and important problem in pattern recognition,machine learning and data mining.Though many classifiers have been proposed,most of them deal with complete data,which is due to the complexity of dealing with incomplete data.Yet actual data sets are often incomplete because of various kinds of reason.So the study of classifiers for incomplete data is of great significance.With the analysis of main methods of processing incomplete data for classification,a new classifier for incom...