On strategies for imbalanced text classification using SVM: A comparative study

Author:

Sun Aixin,Lim Ee-Peng,Liu Ying

Publisher

Elsevier BV

Subject

Information Systems and Management,Arts and Humanities (miscellaneous),Developmental and Educational Psychology,Information Systems,Management Information Systems

Reference37 articles.

1. Applying support vector machines to imbalanced datasets;Akbani,2004

2. Training text classifiers with SVM on very few positive examples;Brank,2003

3. A machine learning approach to web page filtering using content and structure analysis;Chau;Decision Support Systems,2008

4. SMOTE: synthetic minority over-sampling technique;Chawla;Journal of Artificial Intelligence Research,2002

5. Multi-class svm with negative data selection for web page classification;Chen,2004

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