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Document representations for classification of short web-page descriptions. (English) Zbl 1199.68230

The authors present an extensive experimental study of classical bag-of-words document representations and their impact on the performance of five major classifier systems commonly used for text categorization.

MSC:

68T05 Learning and adaptive systems in artificial intelligence
68U35 Computing methodologies for information systems (hypertext navigation, interfaces, decision support, etc.)
68T10 Pattern recognition, speech recognition
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