Document representations for classification of short web-page descriptions
Motivated by applying Text Categorization to classification of Web search results, this paper describes an extensive experimental study of the impact of bag-of- words document representations on the performance of five major classifiers - Naïve Bayes, SVM, Voted Perceptron, kNN and C4.5. The texts,...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
University of Belgrade
2008-01-01
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| Series: | Yugoslav Journal of Operations Research |
| Subjects: | |
| Online Access: | http://www.doiserbia.nb.rs/img/doi/0354-0243/2008/0354-02430801123R.pdf |